From dba88b396a1c9efd7ce6a582260679578c714717 Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Mon, 7 Oct 2024 09:04:25 -0400
Subject: [PATCH 01/60] Updating the notebooks

---
 chapters/chap00.ipynb |  2 +-
 chapters/chap01.ipynb | 14 +++++++-------
 2 files changed, 8 insertions(+), 8 deletions(-)

diff --git a/chapters/chap00.ipynb b/chapters/chap00.ipynb
index bbad5d8..55b62c2 100644
--- a/chapters/chap00.ipynb
+++ b/chapters/chap00.ipynb
@@ -251,7 +251,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.14"
+   "version": "3.10.11"
   }
  },
  "nbformat": 4,
diff --git a/chapters/chap01.ipynb b/chapters/chap01.ipynb
index 3d9374f..bd3875d 100644
--- a/chapters/chap01.ipynb
+++ b/chapters/chap01.ipynb
@@ -169,9 +169,9 @@
    "source": [
     "Notice that the result of the division is `42.0` rather than `42`. That's because there are two types of numbers in Python: \n",
     "\n",
-    "* **integers**, which represent whole numbers, and \n",
+    "* **integers**, which represent numbers with no fractional or decimal part, and \n",
     "\n",
-    "* **floating-point numbers**, which represent numbers with a decimal point.\n",
+    "* **floating-point numbers**, which represent integers and numbers with a decimal point.\n",
     "\n",
     "If you add, subtract, or multiply two integers, the result is an integer.\n",
     "But if you divide two integers, the result is a floating-point number.\n",
@@ -333,7 +333,7 @@
     "## Arithmetic functions\n",
     "\n",
     "In addition to the arithmetic operators, Python provides a few **functions** that work with numbers.\n",
-    "For example, the `round` function takes a floating-point number and rounds it off to the nearest whole number."
+    "For example, the `round` function takes a floating-point number and rounds it off to the nearest integer."
    ]
   },
   {
@@ -581,7 +581,7 @@
    "source": [
     "The other arithmetic operators don't work with strings.\n",
     "\n",
-    "Python provides a function called `len` that computes the length of a string.`"
+    "Python provides a function called `len` that computes the length of a string."
    ]
   },
   {
@@ -961,10 +961,10 @@
     "A symbol, like `+` and `*`, that denotes an arithmetic operation like addition or multiplication.\n",
     "\n",
     "**integer:**\n",
-    "A type that represents whole numbers.\n",
+    "A type that represents numbers with no fractional or decimal part.\n",
     "\n",
     "**floating-point:**\n",
-    "A type that represents numbers with fractional parts.\n",
+    "A type that represents integers and numbers with decimal parts.\n",
     "\n",
     "**integer division:**\n",
     "An operator, `//`, that divides two numbers and rounds down to an integer.\n",
@@ -1063,7 +1063,7 @@
     "\n",
     "* I also mentioned the order of operations. For more details, ask \"What is the order of operations in Python?\"\n",
     "\n",
-    "* The `round` function, which we used to round a floating-point number to the nearest whole number, can take a second argument. Try asking \"What are the arguments of the round function?\" or \"How do I round pi off to three decimal places?\"\n",
+    "* The `round` function, which we used to round a floating-point number to the nearest integer, can take a second argument. Try asking \"What are the arguments of the round function?\" or \"How do I round pi off to three decimal places?\"\n",
     "\n",
     "* There's one more arithmetic operator I didn't mention; try asking \"What is the modulus operator in Python?\""
    ]

From 5f593506611a4686bad6445580a44d82a184a570 Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Mon, 7 Oct 2024 09:04:25 -0400
Subject: [PATCH 02/60] Updating the zip file

---
 ThinkPythonNotebooks.zip | Bin 579109 -> 579113 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/ThinkPythonNotebooks.zip b/ThinkPythonNotebooks.zip
index ef1705b9325b16e1036e1f3c5aabcf043aecd8d7..8dcea58079950749149ed4aac2fb4d70c9204f43 100644
GIT binary patch
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From 47436968d039d5e16fa5f51440aebb2d27cbfac5 Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Mon, 7 Oct 2024 10:52:39 -0400
Subject: [PATCH 03/60] Updating the notebooks

---
 chapters/chap08.ipynb | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/chapters/chap08.ipynb b/chapters/chap08.ipynb
index f3b9480..aa9fe1f 100644
--- a/chapters/chap08.ipynb
+++ b/chapters/chap08.ipynb
@@ -1733,12 +1733,12 @@
     "Each attempt has to be recognized as a word, not including proper nouns.\n",
     "After each attempt, you get information about which of the letters you guessed appear in the target word, and which ones are in the correct position.\n",
     "\n",
-    "For example, suppose the target word is `MOWER` and you guess `TRIED`. You would learn that `E` is in the word and in the correct position, `R` is in the word but not in the correct position, and `T`, `I`, and `D` are not in the word.\n",
+    "For example, suppose the target word is `MOWER` and you guess `TRIED`.\n",
+    "You would learn that `E` is in the word and in the correct position, `R` is in the word but not in the correct position, and `T`, `I`, and `D` are not in the word.\n",
     "\n",
     "As a different example, suppose you have guessed the words `SPADE` and `CLERK`, and you've learned that `E` is in the word, but not in either of those positions, and none of the other letters appear in the word.\n",
-    "\n",
     "Of the words in the word list, how many could be the target word?\n",
-    "Write a function called `check_word` that takes a five-letter word and checks whether it could be the target word."
+    "Write a function called `check_word` that takes a five-letter word and checks whether it could be the target word, given these guesses."
    ]
   },
   {
@@ -1842,7 +1842,7 @@
     "\n",
     "In particular, he says it is \"shameless in its repetition of the same adjective,\" and mentions in particular the number of times \"its characters either shudder or turn pale.\"\n",
     "\n",
-    "To see whether his objection is valid, let's count the number number of times the word `pale` appears in any form, including `pale`, `pales`, `paled`, and `paleness`, as well as the related word `pallor`. \n",
+    "To see whether his objection is valid, let's count the number number of lines that contain the word `pale` in any form, including `pale`, `pales`, `paled`, and `paleness`, as well as the related word `pallor`. \n",
     "Use a single regular expression that matches all of these words and no others."
    ]
   },
@@ -1936,7 +1936,7 @@
     "tags": []
    },
    "source": [
-    "By my count, these words appear `223` times in a book that contains about `461,000` words. Mr. Eco might have a point."
+    "By my count, these words appear on `223` lines of the book, so Mr. Eco might have a point."
    ]
   },
   {

From ed8e598e3230930fadf7cff364cbe191bed50abf Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Mon, 7 Oct 2024 10:52:40 -0400
Subject: [PATCH 04/60] Updating the zip file

---
 ThinkPythonNotebooks.zip | Bin 579113 -> 579111 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/ThinkPythonNotebooks.zip b/ThinkPythonNotebooks.zip
index 8dcea58079950749149ed4aac2fb4d70c9204f43..6a177d1beb453e5a488e723662aeb774164ec927 100644
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From 4677ea4d42042b4d34479f421382e8f4f7a817ad Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Wed, 9 Oct 2024 08:48:22 -0400
Subject: [PATCH 05/60] Updating the notebooks

---
 chapters/chap11.ipynb | 7 +++----
 1 file changed, 3 insertions(+), 4 deletions(-)

diff --git a/chapters/chap11.ipynb b/chapters/chap11.ipynb
index 9ff01be..3b8c7f7 100644
--- a/chapters/chap11.ipynb
+++ b/chapters/chap11.ipynb
@@ -428,14 +428,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 2,
    "id": "2debf30c",
    "metadata": {},
    "outputs": [],
    "source": [
     "t = tuple('abc')\n",
-    "s = [1, 2, 3]\n",
-    "d = {t: s}\n",
+    "d = {'key': t}\n",
     "d"
    ]
   },
@@ -2385,7 +2384,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.14"
+   "version": "3.10.11"
   }
  },
  "nbformat": 4,

From 64bc2d79cb60bb122f2d00fb669a29cfb01a2668 Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Wed, 9 Oct 2024 08:48:22 -0400
Subject: [PATCH 06/60] Updating the zip file

---
 ThinkPythonNotebooks.zip | Bin 579111 -> 579105 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/ThinkPythonNotebooks.zip b/ThinkPythonNotebooks.zip
index 6a177d1beb453e5a488e723662aeb774164ec927..7d09a95920c97795f45c7516a81d42846bd7bbc4 100644
GIT binary patch
delta 13527
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From c51e9b2fd7011d8161b4926fdf4ba348389735cc Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Tue, 15 Oct 2024 18:03:44 -0400
Subject: [PATCH 07/60] Updating the notebooks

---
 chapters/chap04.ipynb | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/chapters/chap04.ipynb b/chapters/chap04.ipynb
index aed263a..2fa75dc 100644
--- a/chapters/chap04.ipynb
+++ b/chapters/chap04.ipynb
@@ -971,7 +971,7 @@
    "id": "8b8faaf6",
    "metadata": {},
    "source": [
-    "## Exercise\n",
+    "### Exercise\n",
     "\n",
     "Write a function called `rhombus` that draws a rhombus with a given side length and a given interior angle. For example, here's a rhombus with side length `50` and an interior angle of `60` degrees."
    ]

From 79d11b0a95276767a590c4733a668cd7df35c441 Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Tue, 15 Oct 2024 18:03:44 -0400
Subject: [PATCH 08/60] Updating the zip file

---
 ThinkPythonNotebooks.zip | Bin 579105 -> 579103 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/ThinkPythonNotebooks.zip b/ThinkPythonNotebooks.zip
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From a99ca8a442d5a09747c994f8735ffc828532e076 Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Thu, 17 Oct 2024 08:05:27 -0400
Subject: [PATCH 09/60] Updating the notebooks

---
 chapters/chap04.ipynb | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/chapters/chap04.ipynb b/chapters/chap04.ipynb
index 2fa75dc..f96a7e4 100644
--- a/chapters/chap04.ipynb
+++ b/chapters/chap04.ipynb
@@ -346,7 +346,7 @@
     "Adding a parameter to a function is called **generalization** because it makes the function more general: with the previous version, the square is always the same size; with this version it can be any size.\n",
     "\n",
     "If we add another parameter, we can make it even more general.\n",
-    "The following function draws regular polygons with a given of sides."
+    "The following function draws regular polygons with a given number of sides."
    ]
   },
   {

From 4f17981095de2bceba8a8d63bb19a7bcc271aa9c Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Thu, 17 Oct 2024 08:05:27 -0400
Subject: [PATCH 10/60] Updating the zip file

---
 ThinkPythonNotebooks.zip | Bin 579103 -> 579100 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/ThinkPythonNotebooks.zip b/ThinkPythonNotebooks.zip
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From 5a2a585df965933d056ccbfa0e7cb41962c1f2c8 Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Tue, 29 Oct 2024 12:26:34 -0400
Subject: [PATCH 11/60] Updating the notebooks

---
 chapters/chap07.ipynb | 114 ++++++++++++++++++++----------------------
 1 file changed, 53 insertions(+), 61 deletions(-)

diff --git a/chapters/chap07.ipynb b/chapters/chap07.ipynb
index 18f71b1..31b2118 100644
--- a/chapters/chap07.ipynb
+++ b/chapters/chap07.ipynb
@@ -12,7 +12,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 1,
    "id": "f0c8eb18",
    "metadata": {
     "tags": []
@@ -66,7 +66,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 2,
    "id": "6b8569b8-1576-45d2-99f6-c7a2c7e100c4",
    "metadata": {},
    "outputs": [],
@@ -87,7 +87,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 3,
    "id": "6cb5b573-601c-42f5-a940-f1a4d244f990",
    "metadata": {},
    "outputs": [],
@@ -109,7 +109,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 4,
    "id": "7040a890-6619-4ad2-b0bf-b094a5a0e43d",
    "metadata": {},
    "outputs": [],
@@ -129,7 +129,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 5,
    "id": "40fd553c-693c-4ffc-8e49-1d7de3c4d4a7",
    "metadata": {},
    "outputs": [],
@@ -150,7 +150,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 6,
    "id": "8a34174b-5a77-482a-8480-14cfdff16339",
    "metadata": {},
    "outputs": [],
@@ -172,7 +172,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 7,
    "id": "0909121d-5218-49ca-b03e-258206f00e40",
    "metadata": {},
    "outputs": [],
@@ -194,7 +194,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 8,
    "id": "3c4d8138-ddf6-46fe-a940-a7042617ceb1",
    "metadata": {},
    "outputs": [],
@@ -204,7 +204,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 9,
    "id": "5c463051-b737-49ab-a1d7-4be66fd8331f",
    "metadata": {},
    "outputs": [],
@@ -235,7 +235,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 10,
    "id": "a7b7ac52-64a6-4dd9-98f5-b772a5e0f161",
    "metadata": {
     "tags": []
@@ -256,7 +256,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 11,
    "id": "1ad13ce7-99be-4412-8e0b-978fe6de25f2",
    "metadata": {},
    "outputs": [],
@@ -274,7 +274,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 12,
    "id": "dc2054e6-d8e8-4a06-a1ea-5cfcf4ccf1e0",
    "metadata": {},
    "outputs": [],
@@ -299,7 +299,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 13,
    "id": "eaea1520-0fb3-4ef3-be6e-9e1cdcccf39f",
    "metadata": {},
    "outputs": [],
@@ -318,7 +318,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 14,
    "id": "f602bfb6-7a93-4fb8-ade6-6784155a6f1a",
    "metadata": {},
    "outputs": [],
@@ -340,7 +340,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 15,
    "id": "cf3b8b7e-5fc7-4bb1-b628-09277bdc5a0d",
    "metadata": {
     "tags": []
@@ -377,7 +377,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 16,
    "id": "6bf8a104",
    "metadata": {},
    "outputs": [],
@@ -396,7 +396,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 17,
    "id": "0fe7ae60",
    "metadata": {},
    "outputs": [],
@@ -415,7 +415,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 18,
    "id": "8a09bc24",
    "metadata": {
     "tags": []
@@ -429,7 +429,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 19,
    "id": "36a45674-7f41-4850-98f1-2548574ce958",
    "metadata": {
     "tags": []
@@ -458,7 +458,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 20,
    "id": "ba2ab90b",
    "metadata": {
     "tags": []
@@ -470,7 +470,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 21,
    "id": "88496dc4",
    "metadata": {},
    "outputs": [],
@@ -491,14 +491,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": 22,
    "id": "4a0c46b9",
    "metadata": {},
    "outputs": [],
    "source": [
     "%%expect NameError\n",
     "\n",
-    "y = y + 1"
+    "z = z + 1"
    ]
   },
   {
@@ -512,14 +512,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": 23,
    "id": "2220d826",
    "metadata": {},
    "outputs": [],
    "source": [
-    "y = 0\n",
-    "y = y + 1\n",
-    "y"
+    "z = 0\n",
+    "z = z + 1\n",
+    "z"
    ]
   },
   {
@@ -534,13 +534,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 25,
+   "execution_count": 24,
    "id": "d8e1ac5a",
    "metadata": {},
    "outputs": [],
    "source": [
-    "y += 2\n",
-    "y"
+    "z += 2\n",
+    "z"
    ]
   },
   {
@@ -563,7 +563,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 26,
+   "execution_count": 25,
    "id": "0afd8f88",
    "metadata": {},
    "outputs": [],
@@ -587,7 +587,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 27,
+   "execution_count": 26,
    "id": "8686b2eb-c610-4d29-a942-2ef8f53e5e36",
    "metadata": {},
    "outputs": [],
@@ -607,7 +607,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 28,
+   "execution_count": 27,
    "id": "89a05280",
    "metadata": {},
    "outputs": [],
@@ -632,7 +632,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 29,
+   "execution_count": 28,
    "id": "9d29b5e9",
    "metadata": {},
    "outputs": [],
@@ -650,7 +650,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 30,
+   "execution_count": 29,
    "id": "304dfd86",
    "metadata": {},
    "outputs": [],
@@ -679,7 +679,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 31,
+   "execution_count": 30,
    "id": "fe6431b7",
    "metadata": {},
    "outputs": [],
@@ -698,7 +698,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 32,
+   "execution_count": 31,
    "id": "85d3fba6",
    "metadata": {},
    "outputs": [],
@@ -720,7 +720,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 33,
+   "execution_count": 32,
    "id": "2d653847",
    "metadata": {},
    "outputs": [],
@@ -740,7 +740,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 34,
+   "execution_count": 33,
    "id": "a92a81bc",
    "metadata": {},
    "outputs": [],
@@ -758,7 +758,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 35,
+   "execution_count": 34,
    "id": "d15f83a4",
    "metadata": {},
    "outputs": [],
@@ -776,7 +776,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 36,
+   "execution_count": 35,
    "id": "e7958af4",
    "metadata": {},
    "outputs": [],
@@ -787,7 +787,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 37,
+   "execution_count": 36,
    "id": "020a57a7",
    "metadata": {},
    "outputs": [],
@@ -797,7 +797,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 38,
+   "execution_count": 37,
    "id": "0b979b20",
    "metadata": {},
    "outputs": [],
@@ -818,7 +818,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 39,
+   "execution_count": 38,
    "id": "bd29ff63",
    "metadata": {},
    "outputs": [],
@@ -840,7 +840,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 40,
+   "execution_count": 39,
    "id": "9369fb05",
    "metadata": {},
    "outputs": [],
@@ -858,7 +858,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 41,
+   "execution_count": 40,
    "id": "eb32713a",
    "metadata": {},
    "outputs": [],
@@ -876,7 +876,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 42,
+   "execution_count": 41,
    "id": "7e65a9fb",
    "metadata": {},
    "outputs": [],
@@ -912,7 +912,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 43,
+   "execution_count": 42,
    "id": "3982e7d3",
    "metadata": {},
    "outputs": [],
@@ -949,7 +949,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 44,
+   "execution_count": 43,
    "id": "40ef00d3",
    "metadata": {},
    "outputs": [],
@@ -971,7 +971,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 45,
+   "execution_count": 44,
    "id": "f37cfd36",
    "metadata": {},
    "outputs": [],
@@ -994,7 +994,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 46,
+   "execution_count": 45,
    "id": "58c916cc",
    "metadata": {},
    "outputs": [],
@@ -1024,7 +1024,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 47,
+   "execution_count": 46,
    "id": "7a325745",
    "metadata": {},
    "outputs": [],
@@ -1093,7 +1093,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 47,
    "id": "bc58db59",
    "metadata": {
     "tags": []
@@ -1617,14 +1617,6 @@
     "# Solution goes here"
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "102df097",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
   {
    "cell_type": "markdown",
    "id": "a7f4edf8",

From cbe867b8c04617eff64ab286f57b1d39985c572c Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Tue, 29 Oct 2024 12:26:34 -0400
Subject: [PATCH 12/60] Updating the zip file

---
 ThinkPythonNotebooks.zip | Bin 579100 -> 579082 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/ThinkPythonNotebooks.zip b/ThinkPythonNotebooks.zip
index 4859ba42b561d7e89062fecf4ad0b3cb9780e2f1..a350fe5621e13dba0c33c8d3ab409162bfd36ed1 100644
GIT binary patch
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From 978f18d29010f368164202d28307c8561ec68756 Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Tue, 29 Oct 2024 13:43:29 -0400
Subject: [PATCH 13/60] Updating the notebooks

---
 chapters/chap07.ipynb | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/chapters/chap07.ipynb b/chapters/chap07.ipynb
index 31b2118..0b231c6 100644
--- a/chapters/chap07.ipynb
+++ b/chapters/chap07.ipynb
@@ -493,7 +493,9 @@
    "cell_type": "code",
    "execution_count": 22,
    "id": "4a0c46b9",
-   "metadata": {},
+   "metadata": {
+    "tags": []
+   },
    "outputs": [],
    "source": [
     "%%expect NameError\n",
@@ -871,7 +873,7 @@
    "id": "b2acc611",
    "metadata": {},
    "source": [
-    "`uses_only` converts `word` and `letters` to lowercase, so it works with any combination of cases. "
+    "`uses_any` converts `word` and `letters` to lowercase, so it works with any combination of cases. "
    ]
   },
   {

From 669af39d5b1a3fac5da6e66a2edd723f24705dde Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Tue, 29 Oct 2024 13:43:29 -0400
Subject: [PATCH 14/60] Updating the zip file

---
 ThinkPythonNotebooks.zip | Bin 579082 -> 579083 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/ThinkPythonNotebooks.zip b/ThinkPythonNotebooks.zip
index a350fe5621e13dba0c33c8d3ab409162bfd36ed1..ce5c0fdf89f0032a08b15bd0e214ee4172e50d0e 100644
GIT binary patch
delta 7149
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A#{d8T


From 91088f41e82fdfb9e55be01893af827e1207e3f1 Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Sun, 3 Nov 2024 18:19:06 -0500
Subject: [PATCH 15/60] Updating the notebooks

---
 chapters/chap08.ipynb | 40 +++++++++++++++++++++-------------------
 1 file changed, 21 insertions(+), 19 deletions(-)

diff --git a/chapters/chap08.ipynb b/chapters/chap08.ipynb
index aa9fe1f..1323762 100644
--- a/chapters/chap08.ipynb
+++ b/chapters/chap08.ipynb
@@ -1203,7 +1203,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "pattern = r'Mina|Murray'\n",
+    "pattern = 'Mina|Murray'\n",
     "result = find_first(pattern)\n",
     "result.string"
    ]
@@ -1429,6 +1429,8 @@
    },
    "outputs": [],
    "source": [
+    "# Here's the pattern I used (which uses some features we haven't seen)\n",
+    "\n",
     "names = r'(?<!\\.\\s)[A-Z][a-zA-Z]+'\n",
     "\n",
     "all_matches(names)"
@@ -1571,10 +1573,7 @@
     "Replacement of a string, or part of a string, with another string.\n",
     "\n",
     "**shell command:**\n",
-    "A statement in a shell language, which is a language used to interact with an operating system.\n",
-    "\n",
-    "**raw string:**\n",
-    "A Python string that is preceded by the letter `r`, which indicates that backslashes that appear in the string should not be considered part of a special sequence."
+    "A statement in a shell language, which is a language used to interact with an operating system."
    ]
   },
   {
@@ -1633,7 +1632,7 @@
     "\n",
     "And if you want to see something more complicated, try asking for a regular expression that matches any legal URL.\n",
     "\n",
-    "A regular expression often has the letter `r` before the quotation mark, which indicates that it is a **raw string**.\n",
+    "A regular expression often has the letter `r` before the quotation mark, which indicates that it is a \"raw string\".\n",
     "For more information, ask a virtual assistant, \"What is a raw string in Python?\""
    ]
   },
@@ -1843,7 +1842,8 @@
     "In particular, he says it is \"shameless in its repetition of the same adjective,\" and mentions in particular the number of times \"its characters either shudder or turn pale.\"\n",
     "\n",
     "To see whether his objection is valid, let's count the number number of lines that contain the word `pale` in any form, including `pale`, `pales`, `paled`, and `paleness`, as well as the related word `pallor`. \n",
-    "Use a single regular expression that matches all of these words and no others."
+    "Use a single regular expression that matches any of these words.\n",
+    "As an additional challenge, make sure that it doesn't match any other words, like `impale` -- you might want to ask a virtual assistant for help."
    ]
   },
   {
@@ -1911,7 +1911,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 89,
+   "execution_count": 83,
    "id": "08294921",
    "metadata": {},
    "outputs": [],
@@ -1921,7 +1921,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 90,
+   "execution_count": 84,
    "id": "3eb8f83f",
    "metadata": {},
    "outputs": [],
@@ -1929,24 +1929,26 @@
     "# Solution goes here"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 85,
+   "id": "b6bffe8a",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Solution goes here"
+   ]
+  },
   {
    "cell_type": "markdown",
-   "id": "71d2148f",
+   "id": "7db56337",
    "metadata": {
     "tags": []
    },
    "source": [
-    "By my count, these words appear on `223` lines of the book, so Mr. Eco might have a point."
+    "By this count, these words appear on `223` lines of the book, so Mr. Eco might have a point."
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "32d539d9",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
   {
    "cell_type": "markdown",
    "id": "a7f4edf8",

From 349d905c62956d2f0a9ae7ca6d4d501c14db735b Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Sun, 3 Nov 2024 18:19:06 -0500
Subject: [PATCH 16/60] Updating the zip file

---
 ThinkPythonNotebooks.zip | Bin 579083 -> 579110 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/ThinkPythonNotebooks.zip b/ThinkPythonNotebooks.zip
index ce5c0fdf89f0032a08b15bd0e214ee4172e50d0e..67a4c008bd1fa9e5703a73e9b37f7302091ea452 100644
GIT binary patch
delta 7403
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From d9a1861e3ebe7f0a1f86c714077530ccdf3ba1b1 Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Fri, 8 Nov 2024 09:38:11 -0500
Subject: [PATCH 17/60] Updating the notebooks

---
 chapters/chap10.ipynb | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/chapters/chap10.ipynb b/chapters/chap10.ipynb
index 6109b0c..51dac26 100644
--- a/chapters/chap10.ipynb
+++ b/chapters/chap10.ipynb
@@ -1257,7 +1257,7 @@
     "\n",
     "As you work with bigger datasets it can become unwieldy to debug by printing and checking the output by hand. Here are some suggestions for debugging large datasets:\n",
     "\n",
-    "1) Scale down the input: If possible, reduce the size of the dataset. For example if the\n",
+    "1.  Scale down the input: If possible, reduce the size of the dataset. For example if the\n",
     "    program reads a text file, start with just the first 10 lines, or\n",
     "    with the smallest example you can find. You can either edit the\n",
     "    files themselves, or (better) modify the program so it reads only\n",

From 2f1439d24c58979ad8824ec9dc22105576634a50 Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Fri, 8 Nov 2024 09:38:11 -0500
Subject: [PATCH 18/60] Updating the zip file

---
 ThinkPythonNotebooks.zip | Bin 579110 -> 579111 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/ThinkPythonNotebooks.zip b/ThinkPythonNotebooks.zip
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From da248c5aaf6bd4c8ab16620cd40d4e036f0c1268 Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Fri, 8 Nov 2024 13:47:58 -0500
Subject: [PATCH 19/60] Adding Chapter 4 figures

---
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 jupyturtle_pie.png    | Bin 0 -> 2396 bytes
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 create mode 100644 jupyturtle_flower.png
 create mode 100644 jupyturtle_pie.png

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From 8687689958e0685e5d2b097bbdbdc17718a29c63 Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Fri, 8 Nov 2024 14:00:28 -0500
Subject: [PATCH 20/60] Adding SVG figures

---
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 jupyturtle_flower.svg | 1930 +++++++++++++++++++++++++++++++++++++++++
 jupyturtle_pie.png    |  Bin 2396 -> 0 bytes
 jupyturtle_pie.svg    |  118 +++
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 delete mode 100644 jupyturtle_flower.png
 create mode 100644 jupyturtle_flower.svg
 delete mode 100644 jupyturtle_pie.png
 create mode 100644 jupyturtle_pie.svg

diff --git a/jupyturtle_flower.png b/jupyturtle_flower.png
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new file mode 100644
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+++ b/jupyturtle_pie.svg
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From 46acf77bbf82ecec941bd04a55234b394f76f8d6 Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Fri, 8 Nov 2024 14:07:22 -0500
Subject: [PATCH 21/60] Updating the notebooks

---
 chapters/chap04.ipynb | 169 ++++++++++++++++++++++++++----------------
 1 file changed, 104 insertions(+), 65 deletions(-)

diff --git a/chapters/chap04.ipynb b/chapters/chap04.ipynb
index f96a7e4..686298f 100644
--- a/chapters/chap04.ipynb
+++ b/chapters/chap04.ipynb
@@ -12,7 +12,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 2,
    "id": "df64b7da",
    "metadata": {
     "tags": []
@@ -37,7 +37,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 3,
    "id": "320fc8bc",
    "metadata": {
     "tags": []
@@ -75,7 +75,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 4,
    "id": "8f5a8a45",
    "metadata": {},
    "outputs": [],
@@ -93,7 +93,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 5,
    "id": "b3f255cd",
    "metadata": {},
    "outputs": [],
@@ -119,7 +119,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 6,
    "id": "234fde81",
    "metadata": {},
    "outputs": [],
@@ -137,7 +137,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 7,
    "id": "1e768880",
    "metadata": {},
    "outputs": [],
@@ -157,7 +157,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 8,
    "id": "6d874b03",
    "metadata": {},
    "outputs": [],
@@ -176,7 +176,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 9,
    "id": "1bb57a0c",
    "metadata": {},
    "outputs": [],
@@ -208,7 +208,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 10,
    "id": "9a9e455f",
    "metadata": {},
    "outputs": [],
@@ -238,7 +238,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 11,
    "id": "cc27ad66",
    "metadata": {},
    "outputs": [],
@@ -263,7 +263,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 12,
    "id": "ad5f1128",
    "metadata": {},
    "outputs": [],
@@ -284,7 +284,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 13,
    "id": "193bbe5e",
    "metadata": {},
    "outputs": [],
@@ -307,7 +307,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 14,
    "id": "def8a5f1",
    "metadata": {},
    "outputs": [],
@@ -328,7 +328,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 15,
    "id": "b283e795",
    "metadata": {},
    "outputs": [],
@@ -351,7 +351,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 16,
    "id": "171974ed",
    "metadata": {},
    "outputs": [],
@@ -375,7 +375,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 17,
    "id": "71f7d9d2",
    "metadata": {},
    "outputs": [],
@@ -395,7 +395,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 18,
    "id": "8ff2a5f4",
    "metadata": {
     "tags": []
@@ -431,7 +431,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 19,
    "id": "7f2a5f28",
    "metadata": {},
    "outputs": [],
@@ -461,7 +461,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 20,
    "id": "75258056",
    "metadata": {},
    "outputs": [],
@@ -500,7 +500,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 21,
    "id": "381edd23",
    "metadata": {},
    "outputs": [],
@@ -523,7 +523,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 22,
    "id": "2f4eecc0",
    "metadata": {},
    "outputs": [],
@@ -543,7 +543,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 23,
    "id": "539466f6",
    "metadata": {},
    "outputs": [],
@@ -568,7 +568,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": 24,
    "id": "8e09f456",
    "metadata": {},
    "outputs": [],
@@ -588,7 +588,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": 25,
    "id": "80d6eadd",
    "metadata": {},
    "outputs": [],
@@ -625,7 +625,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 25,
+   "execution_count": 26,
    "id": "1571ee71",
    "metadata": {
     "tags": []
@@ -646,7 +646,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 26,
+   "execution_count": 27,
    "id": "f4e37360",
    "metadata": {
     "tags": []
@@ -714,7 +714,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 27,
+   "execution_count": 28,
    "id": "baf964ba",
    "metadata": {},
    "outputs": [],
@@ -736,7 +736,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 28,
+   "execution_count": 29,
    "id": "e2e006d5",
    "metadata": {},
    "outputs": [],
@@ -768,7 +768,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 29,
+   "execution_count": 30,
    "id": "b68f3682",
    "metadata": {},
    "outputs": [],
@@ -876,7 +876,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 30,
+   "execution_count": 31,
    "id": "9f94061e",
    "metadata": {
     "tags": []
@@ -905,7 +905,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 31,
+   "execution_count": 32,
    "id": "6f9a0106",
    "metadata": {},
    "outputs": [],
@@ -935,7 +935,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 32,
+   "execution_count": 33,
    "id": "c54ba660",
    "metadata": {},
    "outputs": [],
@@ -955,7 +955,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 33,
+   "execution_count": 34,
    "id": "1311ee08",
    "metadata": {
     "tags": []
@@ -978,7 +978,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 34,
+   "execution_count": 35,
    "id": "3db6f106",
    "metadata": {},
    "outputs": [],
@@ -998,7 +998,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 35,
+   "execution_count": 36,
    "id": "1d845de9",
    "metadata": {
     "tags": []
@@ -1021,7 +1021,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 36,
+   "execution_count": 37,
    "id": "895005cb",
    "metadata": {},
    "outputs": [],
@@ -1031,7 +1031,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 37,
+   "execution_count": 38,
    "id": "7e7d34b0",
    "metadata": {},
    "outputs": [],
@@ -1041,7 +1041,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 38,
+   "execution_count": 39,
    "id": "481396f9",
    "metadata": {},
    "outputs": [],
@@ -1061,7 +1061,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 39,
+   "execution_count": 40,
    "id": "c8dfebc9",
    "metadata": {
     "tags": []
@@ -1080,19 +1080,38 @@
   },
   {
    "cell_type": "markdown",
-   "id": "feae252c",
+   "id": "d22e5334",
    "metadata": {},
    "source": [
     "### Exercise\n",
     "\n",
-    "Write an appropriately general set of functions that can draw shapes like this.\n",
-    "\n",
+    "Write an appropriately general set of functions that can draw shapes like this."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 57,
+   "id": "ee4a5c6f",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from IPython.display import SVG, display\n",
+    "display(SVG(url='https://github.com/AllenDowney/ThinkPython/raw/v3/jupyturtle_pie.svg'))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "feae252c",
+   "metadata": {},
+   "source": [
     "Hint: Write a function called `triangle` that draws one triangular segment, and then a function called `draw_pie` that uses `triangle`."
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 40,
+   "execution_count": 41,
    "id": "8be6442e",
    "metadata": {},
    "outputs": [],
@@ -1102,7 +1121,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 41,
+   "execution_count": 42,
    "id": "be1b7ed8",
    "metadata": {},
    "outputs": [],
@@ -1122,14 +1141,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 42,
+   "execution_count": 51,
    "id": "89ce198a",
    "metadata": {
     "tags": []
    },
    "outputs": [],
    "source": [
-    "make_turtle(delay=0)\n",
+    "turtle = make_turtle(delay=0)\n",
     "jump(-80)\n",
     "\n",
     "size = 40\n",
@@ -1137,24 +1156,48 @@
     "jump(2*size)\n",
     "draw_pie(6, size)\n",
     "jump(2*size)\n",
-    "draw_pie(7, size)"
+    "draw_pie(7, size)\n",
+    "\n",
+    "\n",
+    "with open(\"jupyturtle_pie.svg\", \"w\") as svg_file:\n",
+    "    svg_content = turtle.get_SVG()\n",
+    "    svg_file.write(svg_content)"
    ]
   },
   {
    "cell_type": "markdown",
-   "id": "7c665dd1",
+   "id": "9ab5d08b",
    "metadata": {},
    "source": [
     "### Exercise\n",
     "\n",
-    "Write an appropriately general set of functions that can draw flowers like this.\n",
-    "\n",
+    "Write an appropriately general set of functions that can draw flowers like this."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 58,
+   "id": "f00b40f9",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from IPython.display import SVG, display\n",
+    "display(SVG(url='https://github.com/AllenDowney/ThinkPython/raw/v3/jupyturtle_flower.svg'))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "7c665dd1",
+   "metadata": {},
+   "source": [
     "Hint: Use `arc` to write a function called `petal` that draws one flower petal."
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 43,
+   "execution_count": 44,
    "id": "0f0e7498",
    "metadata": {},
    "outputs": [],
@@ -1164,7 +1207,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 44,
+   "execution_count": 45,
    "id": "6c0d0bff",
    "metadata": {},
    "outputs": [],
@@ -1189,7 +1232,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 45,
+   "execution_count": 53,
    "id": "4cfea3b0",
    "metadata": {
     "tags": []
@@ -1198,7 +1241,7 @@
    "source": [
     "from jupyturtle import render\n",
     "\n",
-    "make_turtle(auto_render=False)\n",
+    "turtle = make_turtle(auto_render=False)\n",
     "\n",
     "jump(-60)\n",
     "n = 7\n",
@@ -1212,7 +1255,11 @@
     "angle = 85\n",
     "flower(n, radius, angle)\n",
     "\n",
-    "render()"
+    "render()\n",
+    "\n",
+    "with open(\"jupyturtle_flower.svg\", \"w\") as svg_file:\n",
+    "    svg_content = turtle.get_SVG()\n",
+    "    svg_file.write(svg_content)"
    ]
   },
   {
@@ -1264,7 +1311,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 46,
+   "execution_count": 47,
    "id": "46d3151c",
    "metadata": {},
    "outputs": [],
@@ -1274,7 +1321,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 47,
+   "execution_count": 48,
    "id": "186c7fbc",
    "metadata": {},
    "outputs": [],
@@ -1282,14 +1329,6 @@
     "# Solution goes here"
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "979f5ad4",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
   {
    "cell_type": "markdown",
    "id": "a7f4edf8",

From 7044c3940d668a26286b64bc1a7a07ced2312204 Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Fri, 8 Nov 2024 14:07:22 -0500
Subject: [PATCH 22/60] Updating the zip file

---
 ThinkPythonNotebooks.zip | Bin 579111 -> 579257 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/ThinkPythonNotebooks.zip b/ThinkPythonNotebooks.zip
index 4f04868e31e610f175d4f1715d577003198bb127..b7facd632f818ba3ebb5cfa5540ee8791ee61c09 100644
GIT binary patch
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From e9e17ab4917994190449e16f7a317c5d92ed29cd Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Fri, 8 Nov 2024 14:10:38 -0500
Subject: [PATCH 23/60] Updating the notebooks

---
 chapters/chap04.ipynb | 53 +++++++++++++++++++++++++++----------------
 1 file changed, 34 insertions(+), 19 deletions(-)

diff --git a/chapters/chap04.ipynb b/chapters/chap04.ipynb
index 686298f..d405a38 100644
--- a/chapters/chap04.ipynb
+++ b/chapters/chap04.ipynb
@@ -1080,7 +1080,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "d22e5334",
+   "id": "3a56643b",
    "metadata": {},
    "source": [
     "### Exercise\n",
@@ -1091,7 +1091,7 @@
   {
    "cell_type": "code",
    "execution_count": 57,
-   "id": "ee4a5c6f",
+   "id": "be86eb71",
    "metadata": {
     "tags": []
    },
@@ -1141,8 +1141,8 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 51,
-   "id": "89ce198a",
+   "execution_count": null,
+   "id": "f8cbf549",
    "metadata": {
     "tags": []
    },
@@ -1156,17 +1156,24 @@
     "jump(2*size)\n",
     "draw_pie(6, size)\n",
     "jump(2*size)\n",
-    "draw_pie(7, size)\n",
-    "\n",
-    "\n",
-    "with open(\"jupyturtle_pie.svg\", \"w\") as svg_file:\n",
-    "    svg_content = turtle.get_SVG()\n",
-    "    svg_file.write(svg_content)"
+    "draw_pie(7, size)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 51,
+   "id": "89ce198a",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# Solution goes here"
    ]
   },
   {
    "cell_type": "markdown",
-   "id": "9ab5d08b",
+   "id": "e35f613a",
    "metadata": {},
    "source": [
     "### Exercise\n",
@@ -1177,7 +1184,7 @@
   {
    "cell_type": "code",
    "execution_count": 58,
-   "id": "f00b40f9",
+   "id": "c8095531",
    "metadata": {
     "tags": []
    },
@@ -1232,8 +1239,8 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 53,
-   "id": "4cfea3b0",
+   "execution_count": null,
+   "id": "8e92df6f",
    "metadata": {
     "tags": []
    },
@@ -1255,11 +1262,19 @@
     "angle = 85\n",
     "flower(n, radius, angle)\n",
     "\n",
-    "render()\n",
-    "\n",
-    "with open(\"jupyturtle_flower.svg\", \"w\") as svg_file:\n",
-    "    svg_content = turtle.get_SVG()\n",
-    "    svg_file.write(svg_content)"
+    "render()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 53,
+   "id": "4cfea3b0",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# Solution goes here"
    ]
   },
   {

From 7209f1131275181fd4802ecfbd9991b29e231bf2 Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Fri, 8 Nov 2024 14:10:38 -0500
Subject: [PATCH 24/60] Updating the zip file

---
 ThinkPythonNotebooks.zip | Bin 579257 -> 579218 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/ThinkPythonNotebooks.zip b/ThinkPythonNotebooks.zip
index b7facd632f818ba3ebb5cfa5540ee8791ee61c09..707546de949b985bfc43ffd69ec20a427692a090 100644
GIT binary patch
delta 3911
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From f9adda96150570fbdb77579564b5beb20913a5dd Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Fri, 8 Nov 2024 16:07:15 -0500
Subject: [PATCH 25/60] Updating the support files

---
 jupyturtle_flower.png | Bin 0 -> 20588 bytes
 jupyturtle_pie.png    | Bin 0 -> 13965 bytes
 2 files changed, 0 insertions(+), 0 deletions(-)
 create mode 100644 jupyturtle_flower.png
 create mode 100644 jupyturtle_pie.png

diff --git a/jupyturtle_flower.png b/jupyturtle_flower.png
new file mode 100644
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From 275074dd9a1a430c9c5db8a6b0048f55a3461b51 Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Fri, 8 Nov 2024 16:10:36 -0500
Subject: [PATCH 26/60] Updating the notebooks

---
 chapters/chap04.ipynb | 58 +++++++++----------------------------------
 1 file changed, 12 insertions(+), 46 deletions(-)

diff --git a/chapters/chap04.ipynb b/chapters/chap04.ipynb
index d405a38..7117af6 100644
--- a/chapters/chap04.ipynb
+++ b/chapters/chap04.ipynb
@@ -1080,32 +1080,15 @@
   },
   {
    "cell_type": "markdown",
-   "id": "3a56643b",
+   "id": "991ab59d",
    "metadata": {},
    "source": [
     "### Exercise\n",
     "\n",
-    "Write an appropriately general set of functions that can draw shapes like this."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 57,
-   "id": "be86eb71",
-   "metadata": {
-    "tags": []
-   },
-   "outputs": [],
-   "source": [
-    "from IPython.display import SVG, display\n",
-    "display(SVG(url='https://github.com/AllenDowney/ThinkPython/raw/v3/jupyturtle_pie.svg'))"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "feae252c",
-   "metadata": {},
-   "source": [
+    "Write an appropriately general set of functions that can draw shapes like this.\n",
+    "\n",
+    "![](https://github.com/AllenDowney/ThinkPython/raw/v3/jupyturtle_pie.png)\n",
+    "\n",
     "Hint: Write a function called `triangle` that draws one triangular segment, and then a function called `draw_pie` that uses `triangle`."
    ]
   },
@@ -1142,7 +1125,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "f8cbf549",
+   "id": "c519ca39",
    "metadata": {
     "tags": []
    },
@@ -1173,32 +1156,15 @@
   },
   {
    "cell_type": "markdown",
-   "id": "e35f613a",
+   "id": "9c78b76f",
    "metadata": {},
    "source": [
     "### Exercise\n",
     "\n",
-    "Write an appropriately general set of functions that can draw flowers like this."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 58,
-   "id": "c8095531",
-   "metadata": {
-    "tags": []
-   },
-   "outputs": [],
-   "source": [
-    "from IPython.display import SVG, display\n",
-    "display(SVG(url='https://github.com/AllenDowney/ThinkPython/raw/v3/jupyturtle_flower.svg'))"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "7c665dd1",
-   "metadata": {},
-   "source": [
+    "Write an appropriately general set of functions that can draw flowers like this.\n",
+    "\n",
+    "![](https://github.com/AllenDowney/ThinkPython/raw/v3/jupyturtle_flower.png)\n",
+    "\n",
     "Hint: Use `arc` to write a function called `petal` that draws one flower petal."
    ]
   },
@@ -1240,7 +1206,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "8e92df6f",
+   "id": "04193da5",
    "metadata": {
     "tags": []
    },

From ae3b96c62a776b950884ea93c6535f287f57eef0 Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Fri, 8 Nov 2024 16:10:36 -0500
Subject: [PATCH 27/60] Updating the zip file

---
 ThinkPythonNotebooks.zip | Bin 579218 -> 579145 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/ThinkPythonNotebooks.zip b/ThinkPythonNotebooks.zip
index 707546de949b985bfc43ffd69ec20a427692a090..f044fc3d83dcd464d7f7547e879d9e73cbda03f0 100644
GIT binary patch
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O?+hIPNOi)<U;hV1`t7#>


From ee7a0ab9abccac7f8100dcfa5ce50b25e1d15188 Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Fri, 8 Nov 2024 16:55:37 -0500
Subject: [PATCH 28/60] Updating the support files

---
 thinkpython.py | 125 ++++++++++++++++++++++++-------------------------
 1 file changed, 62 insertions(+), 63 deletions(-)

diff --git a/thinkpython.py b/thinkpython.py
index 02ff181..3f08885 100644
--- a/thinkpython.py
+++ b/thinkpython.py
@@ -2,21 +2,6 @@
 import io
 import re
 
-from IPython.core.magic import register_cell_magic
-from IPython.core.magic_arguments import argument, magic_arguments, parse_argstring
-
-
-def traceback(mode):
-    """Set the traceback mode.
-
-    mode: string
-    """
-    with contextlib.redirect_stdout(io.StringIO()):
-        get_ipython().run_cell(f'%xmode {mode}')
-    
-
-traceback('Minimal')
-
 
 def extract_function_name(text):
     """Find a function definition and return its name.
@@ -34,61 +19,75 @@ def extract_function_name(text):
         return None
 
 
-@register_cell_magic
-def add_method_to(args, cell):
+# the functions that define cell magic commands are only defined
+# if we're running in Jupyter.
 
-    # get the name of the function defined in this cell
-    func_name = extract_function_name(cell)
-    if func_name is None:
-        return f"This cell doesn't define any new functions."
+try:
+    from IPython.core.magic import register_cell_magic
+    from IPython.core.magic_arguments import argument, magic_arguments, parse_argstring
 
-    # get the class we're adding it to
-    namespace = get_ipython().user_ns
-    class_name = args
-    cls = namespace.get(class_name, None)
-    if cls is None:
-        return f"Class '{class_name}' not found."
+    @register_cell_magic
+    def add_method_to(args, cell):
 
-    # save the old version of the function if it was already defined
-    old_func = namespace.get(func_name, None)
-    if old_func is not None:
-        del namespace[func_name]
+        # get the name of the function defined in this cell
+        func_name = extract_function_name(cell)
+        if func_name is None:
+            return f"This cell doesn't define any new functions."
 
-    # Execute the cell to define the function
-    get_ipython().run_cell(cell)
+        # get the class we're adding it to
+        namespace = get_ipython().user_ns
+        class_name = args
+        cls = namespace.get(class_name, None)
+        if cls is None:
+            return f"Class '{class_name}' not found."
 
-    # get the newly defined function
-    new_func = namespace.get(func_name, None)
-    if new_func is None:
-        return f"This cell didn't define {func_name}."
+        # save the old version of the function if it was already defined
+        old_func = namespace.get(func_name, None)
+        if old_func is not None:
+            del namespace[func_name]
 
-    # add the function to the class and remove it from the namespace
-    setattr(cls, func_name, new_func)
-    del namespace[func_name]
-
-    # restore the old function to the namespace
-    if old_func is not None:
-        namespace[func_name] = old_func
-
-    
-@register_cell_magic
-def expect_error(line, cell):
-    try:
+        # Execute the cell to define the function
         get_ipython().run_cell(cell)
-    except Exception as e:
-        get_ipython().run_cell('%tb')
-
 
+        # get the newly defined function
+        new_func = namespace.get(func_name, None)
+        if new_func is None:
+            return f"This cell didn't define {func_name}."
 
-@magic_arguments()
-@argument('exception', help='Type of exception to catch')
-@register_cell_magic
-def expect(line, cell):
-    args = parse_argstring(expect, line)
-    exception = eval(args.exception)
-    try:
-        get_ipython().run_cell(cell)
-    except exception as e:
-        get_ipython().run_cell("%tb")
-
+        # add the function to the class and remove it from the namespace
+        setattr(cls, func_name, new_func)
+        del namespace[func_name]
 
+        # restore the old function to the namespace
+        if old_func is not None:
+            namespace[func_name] = old_func
+
+    @register_cell_magic
+    def expect_error(line, cell):
+        try:
+            get_ipython().run_cell(cell)
+        except Exception as e:
+            get_ipython().run_cell("%tb")
+
+    @magic_arguments()
+    @argument("exception", help="Type of exception to catch")
+    @register_cell_magic
+    def expect(line, cell):
+        args = parse_argstring(expect, line)
+        exception = eval(args.exception)
+        try:
+            get_ipython().run_cell(cell)
+        except exception as e:
+            get_ipython().run_cell("%tb")
+
+    def traceback(mode):
+        """Set the traceback mode.
+
+        mode: string
+        """
+        with contextlib.redirect_stdout(io.StringIO()):
+            get_ipython().run_cell(f"%xmode {mode}")
+
+    traceback("Minimal")
+except (ImportError, NameError):
+    print("Warning: IPython is not available, cell magic not defined.")

From d3ce2f7958d048eb6f34b8382f9820e3f3791af9 Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Tue, 3 Dec 2024 17:43:40 -0500
Subject: [PATCH 29/60] Updating the notebooks

---
 chapters/chap11.ipynb | 220 ++++++++++++++++++++----------------------
 chapters/chap12.ipynb |   2 +-
 chapters/chap13.ipynb |   2 +-
 chapters/chap18.ipynb |   2 +-
 4 files changed, 109 insertions(+), 117 deletions(-)

diff --git a/chapters/chap11.ipynb b/chapters/chap11.ipynb
index 3b8c7f7..e10980c 100644
--- a/chapters/chap11.ipynb
+++ b/chapters/chap11.ipynb
@@ -12,7 +12,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 2,
    "id": "295ac6d7",
    "metadata": {
     "tags": []
@@ -70,7 +70,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 3,
    "id": "fb0bdca2",
    "metadata": {},
    "outputs": [],
@@ -89,7 +89,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 4,
    "id": "5a6da881",
    "metadata": {},
    "outputs": [],
@@ -108,7 +108,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 5,
    "id": "e2596ca7",
    "metadata": {},
    "outputs": [],
@@ -127,7 +127,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 6,
    "id": "a0d350a6",
    "metadata": {},
    "outputs": [],
@@ -147,7 +147,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 7,
    "id": "c9100ee4",
    "metadata": {},
    "outputs": [],
@@ -167,7 +167,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 8,
    "id": "44bd3d83",
    "metadata": {},
    "outputs": [],
@@ -189,7 +189,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 9,
    "id": "92e55b2c",
    "metadata": {},
    "outputs": [],
@@ -207,7 +207,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 10,
    "id": "38ee5c2a",
    "metadata": {},
    "outputs": [],
@@ -225,7 +225,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 11,
    "id": "2e0e311a",
    "metadata": {},
    "outputs": [],
@@ -243,7 +243,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 12,
    "id": "8bb7d715",
    "metadata": {},
    "outputs": [],
@@ -261,7 +261,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 13,
    "id": "e653e00f",
    "metadata": {},
    "outputs": [],
@@ -279,7 +279,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 14,
    "id": "8969188d",
    "metadata": {},
    "outputs": [],
@@ -297,7 +297,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 15,
    "id": "65d7ebaa",
    "metadata": {},
    "outputs": [],
@@ -325,7 +325,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 16,
    "id": "b4970fe0",
    "metadata": {
     "tags": []
@@ -346,7 +346,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 17,
    "id": "772738cc",
    "metadata": {
     "tags": []
@@ -371,7 +371,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 18,
    "id": "37e67042",
    "metadata": {},
    "outputs": [],
@@ -391,7 +391,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 19,
    "id": "d809a490",
    "metadata": {},
    "outputs": [],
@@ -409,7 +409,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 20,
    "id": "dfc42a8b",
    "metadata": {},
    "outputs": [],
@@ -428,7 +428,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 21,
    "id": "2debf30c",
    "metadata": {},
    "outputs": [],
@@ -450,7 +450,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 22,
    "id": "1e94ea37",
    "metadata": {},
    "outputs": [],
@@ -469,7 +469,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 23,
    "id": "99c96c7f",
    "metadata": {},
    "outputs": [],
@@ -488,7 +488,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": 24,
    "id": "b67881ed",
    "metadata": {},
    "outputs": [],
@@ -507,7 +507,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": 25,
    "id": "b4515e2b",
    "metadata": {},
    "outputs": [],
@@ -526,7 +526,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 25,
+   "execution_count": 26,
    "id": "8e5b4a14",
    "metadata": {
     "tags": []
@@ -548,7 +548,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 26,
+   "execution_count": 27,
    "id": "2389d6de",
    "metadata": {},
    "outputs": [],
@@ -568,7 +568,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 27,
+   "execution_count": 28,
    "id": "5512edec",
    "metadata": {},
    "outputs": [],
@@ -589,7 +589,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 28,
+   "execution_count": 29,
    "id": "651ab417",
    "metadata": {},
    "outputs": [],
@@ -613,7 +613,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 29,
+   "execution_count": 30,
    "id": "2c0b7d47",
    "metadata": {},
    "outputs": [],
@@ -649,7 +649,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 30,
+   "execution_count": 31,
    "id": "fff80eaa",
    "metadata": {},
    "outputs": [],
@@ -667,7 +667,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 31,
+   "execution_count": 32,
    "id": "4a0eb2a9",
    "metadata": {},
    "outputs": [],
@@ -678,7 +678,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 32,
+   "execution_count": 33,
    "id": "d74ba1b6",
    "metadata": {},
    "outputs": [],
@@ -696,7 +696,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 33,
+   "execution_count": 34,
    "id": "dad3b3bb",
    "metadata": {},
    "outputs": [],
@@ -716,7 +716,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 34,
+   "execution_count": 35,
    "id": "fbd90b0e",
    "metadata": {},
    "outputs": [],
@@ -734,7 +734,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 35,
+   "execution_count": 36,
    "id": "5a101efb",
    "metadata": {},
    "outputs": [],
@@ -759,7 +759,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 36,
+   "execution_count": 37,
    "id": "0a33e2d0",
    "metadata": {},
    "outputs": [],
@@ -779,7 +779,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 37,
+   "execution_count": 38,
    "id": "336a08ca",
    "metadata": {},
    "outputs": [],
@@ -798,7 +798,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 38,
+   "execution_count": 39,
    "id": "991810bc",
    "metadata": {
     "tags": []
@@ -821,7 +821,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 39,
+   "execution_count": 40,
    "id": "f25ebee1",
    "metadata": {},
    "outputs": [],
@@ -840,7 +840,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 40,
+   "execution_count": 41,
    "id": "7ad64412",
    "metadata": {},
    "outputs": [],
@@ -867,7 +867,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 41,
+   "execution_count": 42,
    "id": "b2863701",
    "metadata": {},
    "outputs": [],
@@ -877,7 +877,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 42,
+   "execution_count": 43,
    "id": "cc1afa29",
    "metadata": {},
    "outputs": [],
@@ -906,7 +906,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 43,
+   "execution_count": 44,
    "id": "ad3e6f81",
    "metadata": {},
    "outputs": [],
@@ -926,7 +926,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 44,
+   "execution_count": 45,
    "id": "9ce313ce",
    "metadata": {},
    "outputs": [],
@@ -944,7 +944,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 45,
+   "execution_count": 46,
    "id": "321d9c30",
    "metadata": {},
    "outputs": [],
@@ -964,7 +964,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 46,
+   "execution_count": 47,
    "id": "7eb73d5d",
    "metadata": {},
    "outputs": [],
@@ -989,7 +989,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 47,
+   "execution_count": 48,
    "id": "9529baa8",
    "metadata": {},
    "outputs": [],
@@ -1008,7 +1008,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 48,
+   "execution_count": 49,
    "id": "dbde77b8",
    "metadata": {},
    "outputs": [],
@@ -1027,7 +1027,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 49,
+   "execution_count": 50,
    "id": "dbb7d0b3",
    "metadata": {},
    "outputs": [],
@@ -1047,7 +1047,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 50,
+   "execution_count": 51,
    "id": "49e3fd8e",
    "metadata": {},
    "outputs": [],
@@ -1067,7 +1067,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 51,
+   "execution_count": 52,
    "id": "9e4f3e51",
    "metadata": {},
    "outputs": [],
@@ -1085,7 +1085,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 52,
+   "execution_count": 53,
    "id": "c1dcb46d",
    "metadata": {},
    "outputs": [],
@@ -1108,7 +1108,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 53,
+   "execution_count": 54,
    "id": "aed20c28",
    "metadata": {},
    "outputs": [],
@@ -1126,7 +1126,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 54,
+   "execution_count": 55,
    "id": "4d9e73b3",
    "metadata": {},
    "outputs": [],
@@ -1146,7 +1146,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 55,
+   "execution_count": 56,
    "id": "2077dfa9",
    "metadata": {},
    "outputs": [],
@@ -1171,7 +1171,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 56,
+   "execution_count": 57,
    "id": "b3d40516",
    "metadata": {},
    "outputs": [],
@@ -1193,7 +1193,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 57,
+   "execution_count": 58,
    "id": "8288c28f",
    "metadata": {},
    "outputs": [],
@@ -1212,7 +1212,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 58,
+   "execution_count": 59,
    "id": "bbbade35",
    "metadata": {},
    "outputs": [],
@@ -1233,7 +1233,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 59,
+   "execution_count": 60,
    "id": "a4c31795",
    "metadata": {},
    "outputs": [],
@@ -1252,7 +1252,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 60,
+   "execution_count": 61,
    "id": "f3d3619a",
    "metadata": {},
    "outputs": [],
@@ -1273,7 +1273,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 61,
+   "execution_count": 62,
    "id": "f078c8a6",
    "metadata": {},
    "outputs": [],
@@ -1292,7 +1292,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 62,
+   "execution_count": 63,
    "id": "54030d8f",
    "metadata": {},
    "outputs": [],
@@ -1326,7 +1326,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 63,
+   "execution_count": 64,
    "id": "ef158f81",
    "metadata": {},
    "outputs": [],
@@ -1347,7 +1347,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 64,
+   "execution_count": 65,
    "id": "d3607b8d",
    "metadata": {},
    "outputs": [],
@@ -1376,7 +1376,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 65,
+   "execution_count": 66,
    "id": "692d9cf8",
    "metadata": {},
    "outputs": [],
@@ -1407,7 +1407,7 @@
     "Lists, dictionaries and tuples are **data structures**.\n",
     "In this chapter we are starting to see compound data structures, like lists of tuples, or dictionaries that contain tuples as keys and lists as values.\n",
     "Compound data structures are useful, but they are prone to errors caused when a data structure has the wrong type, size, or structure.\n",
-    "For example, if a function expects a list if integers and you give it a plain old integer\n",
+    "For example, if a function expects a list of integers and you give it a plain old integer\n",
     "(not in a list), it probably won't work.\n",
     "\n",
     "To help debug these kinds of errors, I wrote a module called `structshape` that provides a function, also called `structshape`, that takes any kind of data structure as an argument and returns a string that summarizes its structure.\n",
@@ -1417,7 +1417,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 66,
+   "execution_count": 67,
    "id": "e9f03e91",
    "metadata": {
     "tags": []
@@ -1437,7 +1437,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 67,
+   "execution_count": 68,
    "id": "90ab624a",
    "metadata": {},
    "outputs": [],
@@ -1455,7 +1455,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 68,
+   "execution_count": 69,
    "id": "6794330f",
    "metadata": {},
    "outputs": [],
@@ -1474,7 +1474,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 69,
+   "execution_count": 70,
    "id": "54cd185b",
    "metadata": {},
    "outputs": [],
@@ -1494,7 +1494,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 70,
+   "execution_count": 71,
    "id": "04028afd",
    "metadata": {},
    "outputs": [],
@@ -1513,7 +1513,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 71,
+   "execution_count": 72,
    "id": "b5d45c88",
    "metadata": {},
    "outputs": [],
@@ -1533,7 +1533,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 72,
+   "execution_count": 73,
    "id": "15131907",
    "metadata": {},
    "outputs": [],
@@ -1587,7 +1587,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 73,
+   "execution_count": 74,
    "id": "c65d68d2",
    "metadata": {
     "tags": []
@@ -1633,7 +1633,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 74,
+   "execution_count": 75,
    "id": "4416fe4a",
    "metadata": {},
    "outputs": [],
@@ -1655,7 +1655,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 75,
+   "execution_count": 76,
    "id": "e6eda0e4",
    "metadata": {
     "tags": []
@@ -1675,7 +1675,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 76,
+   "execution_count": 77,
    "id": "4fae1acc",
    "metadata": {
     "tags": []
@@ -1707,7 +1707,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 77,
+   "execution_count": 78,
    "id": "855c7ed2",
    "metadata": {},
    "outputs": [],
@@ -1727,7 +1727,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 78,
+   "execution_count": 79,
    "id": "3c921f68",
    "metadata": {},
    "outputs": [],
@@ -1746,7 +1746,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 79,
+   "execution_count": 80,
    "id": "b029b0da",
    "metadata": {},
    "outputs": [],
@@ -1785,7 +1785,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 80,
+   "execution_count": 81,
    "id": "1cc07036",
    "metadata": {
     "tags": []
@@ -1805,7 +1805,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 81,
+   "execution_count": 82,
    "id": "96560a0e",
    "metadata": {},
    "outputs": [],
@@ -1815,7 +1815,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 82,
+   "execution_count": 83,
    "id": "c026c6d1",
    "metadata": {
     "tags": []
@@ -1827,7 +1827,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 83,
+   "execution_count": 84,
    "id": "5814999d",
    "metadata": {
     "tags": []
@@ -1849,7 +1849,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 84,
+   "execution_count": 85,
    "id": "9464d140",
    "metadata": {
     "tags": []
@@ -1888,7 +1888,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 85,
+   "execution_count": 86,
    "id": "4309d0b5",
    "metadata": {
     "tags": []
@@ -1901,7 +1901,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 86,
+   "execution_count": 87,
    "id": "52228828",
    "metadata": {},
    "outputs": [],
@@ -1921,7 +1921,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 87,
+   "execution_count": 88,
    "id": "3bf2aa0d",
    "metadata": {
     "tags": []
@@ -1943,7 +1943,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 88,
+   "execution_count": 89,
    "id": "e4fbf5d9",
    "metadata": {
     "tags": []
@@ -1955,7 +1955,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 89,
+   "execution_count": 90,
    "id": "817ec689",
    "metadata": {
     "tags": []
@@ -2010,7 +2010,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 90,
+   "execution_count": 91,
    "id": "941719c1",
    "metadata": {
     "tags": []
@@ -2022,7 +2022,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 91,
+   "execution_count": 92,
    "id": "d2ec641b",
    "metadata": {
     "tags": []
@@ -2044,7 +2044,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 92,
+   "execution_count": 93,
    "id": "7ae29f73",
    "metadata": {
     "tags": []
@@ -2057,7 +2057,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 93,
+   "execution_count": 94,
    "id": "013819a5",
    "metadata": {},
    "outputs": [],
@@ -2078,7 +2078,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 94,
+   "execution_count": 95,
    "id": "fbf9ede3",
    "metadata": {
     "tags": []
@@ -2102,7 +2102,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 95,
+   "execution_count": 96,
    "id": "55435050",
    "metadata": {
     "tags": []
@@ -2126,7 +2126,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 96,
+   "execution_count": 97,
    "id": "6a9320c2",
    "metadata": {
     "tags": []
@@ -2167,7 +2167,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 97,
+   "execution_count": 98,
    "id": "3d5a75f8",
    "metadata": {
     "tags": []
@@ -2189,7 +2189,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 98,
+   "execution_count": 99,
    "id": "a9816dde",
    "metadata": {},
    "outputs": [],
@@ -2199,7 +2199,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 99,
+   "execution_count": 100,
    "id": "753a23c1",
    "metadata": {
     "tags": []
@@ -2232,7 +2232,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 100,
+   "execution_count": 101,
    "id": "57649075",
    "metadata": {},
    "outputs": [],
@@ -2294,7 +2294,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 101,
+   "execution_count": 102,
    "id": "c19bf833",
    "metadata": {},
    "outputs": [],
@@ -2304,7 +2304,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 102,
+   "execution_count": 103,
    "id": "2d9764d6",
    "metadata": {},
    "outputs": [],
@@ -2314,7 +2314,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 103,
+   "execution_count": 104,
    "id": "5e4f5d8e",
    "metadata": {},
    "outputs": [],
@@ -2324,7 +2324,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 104,
+   "execution_count": 105,
    "id": "27d311dd",
    "metadata": {},
    "outputs": [],
@@ -2334,7 +2334,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 105,
+   "execution_count": 106,
    "id": "68c27c7e",
    "metadata": {},
    "outputs": [],
@@ -2342,14 +2342,6 @@
     "# Solution goes here"
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "a34c2014",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
   {
    "cell_type": "markdown",
    "id": "a7f4edf8",
diff --git a/chapters/chap12.ipynb b/chapters/chap12.ipynb
index ba8963f..f3f7b19 100644
--- a/chapters/chap12.ipynb
+++ b/chapters/chap12.ipynb
@@ -43,7 +43,7 @@
    "source": [
     "# Text Analysis and Generation\n",
     "\n",
-    "At this point we have covered Python's core data structures -- lists, dictionaries, and tuples -- and and some algorithms that use them.\n",
+    "At this point we have covered Python's core data structures -- lists, dictionaries, and tuples -- and some algorithms that use them.\n",
     "In this chapter, we'll use them to explore text analysis and Markov generation:\n",
     "\n",
     "* Text analysis is a way to describe the statistical relationships between the words in a document, like the probability that one word is followed by another, and\n",
diff --git a/chapters/chap13.ipynb b/chapters/chap13.ipynb
index e12613f..b826989 100644
--- a/chapters/chap13.ipynb
+++ b/chapters/chap13.ipynb
@@ -343,7 +343,7 @@
    "id": "f652aaac",
    "metadata": {},
    "source": [
-    "To write this data to a file, you can use the `write` method, which we saw in [Chapter 8](section_writing_files).\n",
+    "To write this data to a file, you can use the `write` method, which we saw in Chapter 8.\n",
     "The argument of `write` has to be a string, so if we want to put other values in a file, we have to convert them to strings.\n",
     "The easiest way to do that is with the built-in function `str`.\n",
     "\n",
diff --git a/chapters/chap18.ipynb b/chapters/chap18.ipynb
index 33a652f..2cc91a5 100644
--- a/chapters/chap18.ipynb
+++ b/chapters/chap18.ipynb
@@ -1889,7 +1889,7 @@
    "metadata": {},
    "source": [
     "`run_unittest` does not take `TestExample` as an argument -- instead, it searches for classes that inherit from `TestCase`.\n",
-    "Then is searches for methods that begin with `test` and runs them.\n",
+    "Then it searches for methods that begin with `test` and runs them.\n",
     "This process is called **test discovery**.\n",
     "\n",
     "Here's what happens when we call `run_unittest`."

From 9da2b5b41df689cfbbfc79e4a8a100060abbf4c4 Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Tue, 3 Dec 2024 17:43:40 -0500
Subject: [PATCH 30/60] Updating the zip file

---
 ThinkPythonNotebooks.zip | Bin 579145 -> 579214 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/ThinkPythonNotebooks.zip b/ThinkPythonNotebooks.zip
index f044fc3d83dcd464d7f7547e879d9e73cbda03f0..cb57fd7002dd3c367b1b1f5639cce1669cb5dc46 100644
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B^2PuF


From cb63060271f9cc6ecc3b4a9319bb7da5119fa0f8 Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Wed, 15 Jan 2025 10:30:32 -0500
Subject: [PATCH 31/60] Updating the notebooks

---
 chapters/chap03.ipynb | 10 +++++-----
 chapters/chap07.ipynb | 19 +++++++++++++++++++
 2 files changed, 24 insertions(+), 5 deletions(-)

diff --git a/chapters/chap03.ipynb b/chapters/chap03.ipynb
index 64e293f..7eae21b 100644
--- a/chapters/chap03.ipynb
+++ b/chapters/chap03.ipynb
@@ -580,13 +580,13 @@
     "frame2 = make_frame(d2, name='cat_twice', dy=-0.3, \n",
     "                    offsetx=0.03, loc='left')\n",
     "\n",
-    "d3 = dict(s = line1+line2)\n",
+    "d3 = dict(string=line1+line2)\n",
     "frame3 = make_frame(d3, name='print_twice', \n",
-    "                    offsetx=-0.28, offsety=-0.3, loc='left')\n",
+    "                    offsetx=0.04, offsety=-0.3, loc='left')\n",
     "\n",
     "d4 = {\"?\": line1+line2}\n",
     "frame4 = make_frame(d4, name='print', \n",
-    "                    offsetx=-0.28, offsety=0, loc='left')\n",
+    "                    offsetx=-0.22, offsety=0, loc='left')\n",
     "\n",
     "stack = Stack([frame1, frame2, frame3, frame4], dy=-0.8)"
    ]
@@ -603,10 +603,10 @@
     "from diagram import diagram, adjust\n",
     "\n",
     "\n",
-    "width, height, x, y = [3.8, 2.91, 1.15, 2.66]\n",
+    "width, height, x, y = [3.77, 2.9, 1.1, 2.65]\n",
     "ax = diagram(width, height)\n",
     "bbox = stack.draw(ax, x, y)\n",
-    "#adjust(x, y, bbox)"
+    "# adjust(x, y, bbox)"
    ]
   },
   {
diff --git a/chapters/chap07.ipynb b/chapters/chap07.ipynb
index 0b231c6..6370e83 100644
--- a/chapters/chap07.ipynb
+++ b/chapters/chap07.ipynb
@@ -1472,6 +1472,7 @@
    "source": [
     "available = 'ACDLORT'\n",
     "required = 'R'\n",
+    "\n",
     "total = 0\n",
     "\n",
     "file_object = open('words.txt')\n",
@@ -1612,6 +1613,24 @@
   {
    "cell_type": "code",
    "execution_count": 71,
+   "id": "a3ea747d",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Here's what I got from ChatGPT 4o December 26, 2024\n",
+    "# It's correct, but it makes multiple calls to uses_any \n",
+    "\n",
+    "def uses_all(s1, s2):\n",
+    "    \"\"\"Checks if all characters in s2 are in s1, allowing repeats.\"\"\"\n",
+    "    for char in s2:\n",
+    "        if not uses_any(s1, char):\n",
+    "            return False\n",
+    "    return True\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 72,
    "id": "6980de57",
    "metadata": {},
    "outputs": [],

From 8eddbf6e319dc053717210817f979e08762c00ee Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Wed, 15 Jan 2025 10:30:32 -0500
Subject: [PATCH 32/60] Updating the zip file

---
 ThinkPythonNotebooks.zip | Bin 579214 -> 579347 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/ThinkPythonNotebooks.zip b/ThinkPythonNotebooks.zip
index cb57fd7002dd3c367b1b1f5639cce1669cb5dc46..4a991b95695c6d9a7b1638b4d3a26a787182967c 100644
GIT binary patch
delta 10307
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From 76a6c725c559507ecb5b8cc8317d290655d64413 Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Wed, 15 Jan 2025 10:31:33 -0500
Subject: [PATCH 33/60] Updating the blank notebooks

---
 blank/chap00.ipynb |  18 +++-
 blank/chap01.ipynb |  30 ++++--
 blank/chap02.ipynb |  16 ++++
 blank/chap03.ipynb |  26 ++++-
 blank/chap04.ipynb | 146 +++++++++++++++++-----------
 blank/chap05.ipynb |  16 ++++
 blank/chap06.ipynb |  16 ++++
 blank/chap07.ipynb | 122 +++++++++++++----------
 blank/chap08.ipynb |  54 +++++++----
 blank/chap09.ipynb |  16 ++++
 blank/chap10.ipynb |  18 +++-
 blank/chap11.ipynb | 234 +++++++++++++++++++++++----------------------
 blank/chap12.ipynb |  18 +++-
 blank/chap13.ipynb |  18 +++-
 blank/chap14.ipynb |  16 ++++
 blank/chap15.ipynb |  16 ++++
 blank/chap16.ipynb |  16 ++++
 blank/chap17.ipynb |  16 ++++
 blank/chap18.ipynb |  18 +++-
 blank/chap19.ipynb |  16 ++++
 20 files changed, 587 insertions(+), 259 deletions(-)

diff --git a/blank/chap00.ipynb b/blank/chap00.ipynb
index a21a38a..55b62c2 100644
--- a/blank/chap00.ipynb
+++ b/blank/chap00.ipynb
@@ -217,6 +217,22 @@
    "metadata": {},
    "outputs": [],
    "source": []
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a7f4edf8",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "[Think Python: 3rd Edition](https://allendowney.github.io/ThinkPython/index.html)\n",
+    "\n",
+    "Copyright 2024 [Allen B. Downey](https://allendowney.com)\n",
+    "\n",
+    "Code license: [MIT License](https://mit-license.org/)\n",
+    "\n",
+    "Text license: [Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International](https://creativecommons.org/licenses/by-nc-sa/4.0/)"
+   ]
   }
  ],
  "metadata": {
@@ -235,7 +251,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.14"
+   "version": "3.10.11"
   }
  },
  "nbformat": 4,
diff --git a/blank/chap01.ipynb b/blank/chap01.ipynb
index 1fb365f..7b758f0 100644
--- a/blank/chap01.ipynb
+++ b/blank/chap01.ipynb
@@ -161,9 +161,9 @@
    "source": [
     "Notice that the result of the division is `42.0` rather than `42`. That's because there are two types of numbers in Python: \n",
     "\n",
-    "* **integers**, which represent whole numbers, and \n",
+    "* **integers**, which represent numbers with no fractional or decimal part, and \n",
     "\n",
-    "* **floating-point numbers**, which represent numbers with a decimal point.\n",
+    "* **floating-point numbers**, which represent integers and numbers with a decimal point.\n",
     "\n",
     "If you add, subtract, or multiply two integers, the result is an integer.\n",
     "But if you divide two integers, the result is a floating-point number.\n",
@@ -311,7 +311,7 @@
     "## Arithmetic functions\n",
     "\n",
     "In addition to the arithmetic operators, Python provides a few **functions** that work with numbers.\n",
-    "For example, the `round` function takes a floating-point number and rounds it off to the nearest whole number."
+    "For example, the `round` function takes a floating-point number and rounds it off to the nearest integer."
    ]
   },
   {
@@ -533,7 +533,7 @@
    "source": [
     "The other arithmetic operators don't work with strings.\n",
     "\n",
-    "Python provides a function called `len` that computes the length of a string.`"
+    "Python provides a function called `len` that computes the length of a string."
    ]
   },
   {
@@ -877,10 +877,10 @@
     "A symbol, like `+` and `*`, that denotes an arithmetic operation like addition or multiplication.\n",
     "\n",
     "**integer:**\n",
-    "A type that represents whole numbers.\n",
+    "A type that represents numbers with no fractional or decimal part.\n",
     "\n",
     "**floating-point:**\n",
-    "A type that represents numbers with fractional parts.\n",
+    "A type that represents integers and numbers with decimal parts.\n",
     "\n",
     "**integer division:**\n",
     "An operator, `//`, that divides two numbers and rounds down to an integer.\n",
@@ -979,7 +979,7 @@
     "\n",
     "* I also mentioned the order of operations. For more details, ask \"What is the order of operations in Python?\"\n",
     "\n",
-    "* The `round` function, which we used to round a floating-point number to the nearest whole number, can take a second argument. Try asking \"What are the arguments of the round function?\" or \"How do I round pi off to three decimal places?\"\n",
+    "* The `round` function, which we used to round a floating-point number to the nearest integer, can take a second argument. Try asking \"What are the arguments of the round function?\" or \"How do I round pi off to three decimal places?\"\n",
     "\n",
     "* There's one more arithmetic operator I didn't mention; try asking \"What is the modulus operator in Python?\""
    ]
@@ -1162,6 +1162,22 @@
    "metadata": {},
    "outputs": [],
    "source": []
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a7f4edf8",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "[Think Python: 3rd Edition](https://allendowney.github.io/ThinkPython/index.html)\n",
+    "\n",
+    "Copyright 2024 [Allen B. Downey](https://allendowney.com)\n",
+    "\n",
+    "Code license: [MIT License](https://mit-license.org/)\n",
+    "\n",
+    "Text license: [Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International](https://creativecommons.org/licenses/by-nc-sa/4.0/)"
+   ]
   }
  ],
  "metadata": {
diff --git a/blank/chap02.ipynb b/blank/chap02.ipynb
index ca7c116..345e793 100644
--- a/blank/chap02.ipynb
+++ b/blank/chap02.ipynb
@@ -1096,6 +1096,22 @@
    "metadata": {},
    "outputs": [],
    "source": []
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a7f4edf8",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "[Think Python: 3rd Edition](https://allendowney.github.io/ThinkPython/index.html)\n",
+    "\n",
+    "Copyright 2024 [Allen B. Downey](https://allendowney.com)\n",
+    "\n",
+    "Code license: [MIT License](https://mit-license.org/)\n",
+    "\n",
+    "Text license: [Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International](https://creativecommons.org/licenses/by-nc-sa/4.0/)"
+   ]
   }
  ],
  "metadata": {
diff --git a/blank/chap03.ipynb b/blank/chap03.ipynb
index 7bd3423..a2b6766 100644
--- a/blank/chap03.ipynb
+++ b/blank/chap03.ipynb
@@ -509,13 +509,13 @@
     "frame2 = make_frame(d2, name='cat_twice', dy=-0.3, \n",
     "                    offsetx=0.03, loc='left')\n",
     "\n",
-    "d3 = dict(s = line1+line2)\n",
+    "d3 = dict(string=line1+line2)\n",
     "frame3 = make_frame(d3, name='print_twice', \n",
-    "                    offsetx=-0.28, offsety=-0.3, loc='left')\n",
+    "                    offsetx=0.04, offsety=-0.3, loc='left')\n",
     "\n",
     "d4 = {\"?\": line1+line2}\n",
     "frame4 = make_frame(d4, name='print', \n",
-    "                    offsetx=-0.28, offsety=0, loc='left')\n",
+    "                    offsetx=-0.22, offsety=0, loc='left')\n",
     "\n",
     "stack = Stack([frame1, frame2, frame3, frame4], dy=-0.8)"
    ]
@@ -532,10 +532,10 @@
     "from diagram import diagram, adjust\n",
     "\n",
     "\n",
-    "width, height, x, y = [3.8, 2.91, 1.15, 2.66]\n",
+    "width, height, x, y = [3.77, 2.9, 1.1, 2.65]\n",
     "ax = diagram(width, height)\n",
     "bbox = stack.draw(ax, x, y)\n",
-    "#adjust(x, y, bbox)"
+    "# adjust(x, y, bbox)"
    ]
   },
   {
@@ -955,6 +955,22 @@
    "metadata": {},
    "outputs": [],
    "source": []
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a7f4edf8",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "[Think Python: 3rd Edition](https://allendowney.github.io/ThinkPython/index.html)\n",
+    "\n",
+    "Copyright 2024 [Allen B. Downey](https://allendowney.com)\n",
+    "\n",
+    "Code license: [MIT License](https://mit-license.org/)\n",
+    "\n",
+    "Text license: [Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International](https://creativecommons.org/licenses/by-nc-sa/4.0/)"
+   ]
   }
  ],
  "metadata": {
diff --git a/blank/chap04.ipynb b/blank/chap04.ipynb
index 6b5fca9..23e5490 100644
--- a/blank/chap04.ipynb
+++ b/blank/chap04.ipynb
@@ -12,7 +12,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 2,
    "id": "df64b7da",
    "metadata": {
     "tags": []
@@ -22,7 +22,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 3,
    "id": "320fc8bc",
    "metadata": {
     "tags": []
@@ -55,7 +55,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 4,
    "id": "8f5a8a45",
    "metadata": {},
    "outputs": [],
@@ -71,7 +71,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 5,
    "id": "b3f255cd",
    "metadata": {},
    "outputs": [],
@@ -94,7 +94,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 6,
    "id": "234fde81",
    "metadata": {},
    "outputs": [],
@@ -110,7 +110,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 7,
    "id": "1e768880",
    "metadata": {},
    "outputs": [],
@@ -127,7 +127,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 8,
    "id": "6d874b03",
    "metadata": {},
    "outputs": [],
@@ -144,7 +144,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 9,
    "id": "1bb57a0c",
    "metadata": {},
    "outputs": [],
@@ -171,7 +171,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 10,
    "id": "9a9e455f",
    "metadata": {},
    "outputs": [],
@@ -187,7 +187,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 11,
    "id": "cc27ad66",
    "metadata": {},
    "outputs": [],
@@ -207,7 +207,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 12,
    "id": "ad5f1128",
    "metadata": {},
    "outputs": [],
@@ -223,7 +223,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 13,
    "id": "193bbe5e",
    "metadata": {},
    "outputs": [],
@@ -243,7 +243,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 14,
    "id": "def8a5f1",
    "metadata": {},
    "outputs": [],
@@ -259,7 +259,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 15,
    "id": "b283e795",
    "metadata": {},
    "outputs": [],
@@ -273,12 +273,12 @@
     "Adding a parameter to a function is called **generalization** because it makes the function more general: with the previous version, the square is always the same size; with this version it can be any size.\n",
     "\n",
     "If we add another parameter, we can make it even more general.\n",
-    "The following function draws regular polygons with a given of sides."
+    "The following function draws regular polygons with a given number of sides."
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 16,
    "id": "171974ed",
    "metadata": {},
    "outputs": [],
@@ -296,7 +296,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 17,
    "id": "71f7d9d2",
    "metadata": {},
    "outputs": [],
@@ -313,7 +313,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 18,
    "id": "8ff2a5f4",
    "metadata": {
     "tags": []
@@ -346,7 +346,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 19,
    "id": "7f2a5f28",
    "metadata": {},
    "outputs": [],
@@ -368,7 +368,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 20,
    "id": "75258056",
    "metadata": {},
    "outputs": [],
@@ -404,7 +404,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 21,
    "id": "381edd23",
    "metadata": {},
    "outputs": [],
@@ -422,7 +422,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 22,
    "id": "2f4eecc0",
    "metadata": {},
    "outputs": [],
@@ -438,7 +438,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 23,
    "id": "539466f6",
    "metadata": {},
    "outputs": [],
@@ -456,7 +456,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": 24,
    "id": "8e09f456",
    "metadata": {},
    "outputs": [],
@@ -473,7 +473,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": 25,
    "id": "80d6eadd",
    "metadata": {},
    "outputs": [],
@@ -505,7 +505,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 25,
+   "execution_count": 26,
    "id": "1571ee71",
    "metadata": {
     "tags": []
@@ -515,7 +515,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 26,
+   "execution_count": 27,
    "id": "f4e37360",
    "metadata": {
     "tags": []
@@ -576,7 +576,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 27,
+   "execution_count": 28,
    "id": "baf964ba",
    "metadata": {},
    "outputs": [],
@@ -592,7 +592,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 28,
+   "execution_count": 29,
    "id": "e2e006d5",
    "metadata": {},
    "outputs": [],
@@ -621,7 +621,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 29,
+   "execution_count": 30,
    "id": "b68f3682",
    "metadata": {},
    "outputs": [],
@@ -718,7 +718,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 30,
+   "execution_count": 31,
    "id": "9f94061e",
    "metadata": {
     "tags": []
@@ -742,7 +742,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 31,
+   "execution_count": 32,
    "id": "6f9a0106",
    "metadata": {},
    "outputs": [],
@@ -761,7 +761,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 32,
+   "execution_count": 33,
    "id": "c54ba660",
    "metadata": {},
    "outputs": [],
@@ -779,7 +779,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 33,
+   "execution_count": 34,
    "id": "1311ee08",
    "metadata": {
     "tags": []
@@ -792,14 +792,14 @@
    "id": "8b8faaf6",
    "metadata": {},
    "source": [
-    "## Exercise\n",
+    "### Exercise\n",
     "\n",
     "Write a function called `rhombus` that draws a rhombus with a given side length and a given interior angle. For example, here's a rhombus with side length `50` and an interior angle of `60` degrees."
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 34,
+   "execution_count": 35,
    "id": "3db6f106",
    "metadata": {},
    "outputs": [],
@@ -817,7 +817,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 35,
+   "execution_count": 36,
    "id": "1d845de9",
    "metadata": {
     "tags": []
@@ -837,7 +837,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 36,
+   "execution_count": 37,
    "id": "895005cb",
    "metadata": {},
    "outputs": [],
@@ -845,7 +845,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 37,
+   "execution_count": 38,
    "id": "7e7d34b0",
    "metadata": {},
    "outputs": [],
@@ -853,7 +853,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 38,
+   "execution_count": 39,
    "id": "481396f9",
    "metadata": {},
    "outputs": [],
@@ -871,7 +871,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 39,
+   "execution_count": 40,
    "id": "c8dfebc9",
    "metadata": {
     "tags": []
@@ -881,19 +881,21 @@
   },
   {
    "cell_type": "markdown",
-   "id": "feae252c",
+   "id": "991ab59d",
    "metadata": {},
    "source": [
     "### Exercise\n",
     "\n",
     "Write an appropriately general set of functions that can draw shapes like this.\n",
     "\n",
+    "![](https://github.com/AllenDowney/ThinkPython/raw/v3/jupyturtle_pie.png)\n",
+    "\n",
     "Hint: Write a function called `triangle` that draws one triangular segment, and then a function called `draw_pie` that uses `triangle`."
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 40,
+   "execution_count": 41,
    "id": "8be6442e",
    "metadata": {},
    "outputs": [],
@@ -901,7 +903,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 41,
+   "execution_count": 42,
    "id": "be1b7ed8",
    "metadata": {},
    "outputs": [],
@@ -919,7 +921,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 42,
+   "execution_count": null,
+   "id": "c519ca39",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 51,
    "id": "89ce198a",
    "metadata": {
     "tags": []
@@ -929,19 +941,21 @@
   },
   {
    "cell_type": "markdown",
-   "id": "7c665dd1",
+   "id": "9c78b76f",
    "metadata": {},
    "source": [
     "### Exercise\n",
     "\n",
     "Write an appropriately general set of functions that can draw flowers like this.\n",
     "\n",
+    "![](https://github.com/AllenDowney/ThinkPython/raw/v3/jupyturtle_flower.png)\n",
+    "\n",
     "Hint: Use `arc` to write a function called `petal` that draws one flower petal."
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 43,
+   "execution_count": 44,
    "id": "0f0e7498",
    "metadata": {},
    "outputs": [],
@@ -949,7 +963,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 44,
+   "execution_count": 45,
    "id": "6c0d0bff",
    "metadata": {},
    "outputs": [],
@@ -972,7 +986,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 45,
+   "execution_count": null,
+   "id": "04193da5",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 53,
    "id": "4cfea3b0",
    "metadata": {
     "tags": []
@@ -1029,7 +1053,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 46,
+   "execution_count": 47,
    "id": "46d3151c",
    "metadata": {},
    "outputs": [],
@@ -1037,19 +1061,27 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 47,
+   "execution_count": 48,
    "id": "186c7fbc",
    "metadata": {},
    "outputs": [],
    "source": []
   },
   {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "979f5ad4",
-   "metadata": {},
-   "outputs": [],
-   "source": []
+   "cell_type": "markdown",
+   "id": "a7f4edf8",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "[Think Python: 3rd Edition](https://allendowney.github.io/ThinkPython/index.html)\n",
+    "\n",
+    "Copyright 2024 [Allen B. Downey](https://allendowney.com)\n",
+    "\n",
+    "Code license: [MIT License](https://mit-license.org/)\n",
+    "\n",
+    "Text license: [Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International](https://creativecommons.org/licenses/by-nc-sa/4.0/)"
+   ]
   }
  ],
  "metadata": {
diff --git a/blank/chap05.ipynb b/blank/chap05.ipynb
index b27f183..9f9ad19 100644
--- a/blank/chap05.ipynb
+++ b/blank/chap05.ipynb
@@ -1506,6 +1506,22 @@
    "metadata": {},
    "outputs": [],
    "source": []
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a7f4edf8",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "[Think Python: 3rd Edition](https://allendowney.github.io/ThinkPython/index.html)\n",
+    "\n",
+    "Copyright 2024 [Allen B. Downey](https://allendowney.com)\n",
+    "\n",
+    "Code license: [MIT License](https://mit-license.org/)\n",
+    "\n",
+    "Text license: [Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International](https://creativecommons.org/licenses/by-nc-sa/4.0/)"
+   ]
   }
  ],
  "metadata": {
diff --git a/blank/chap06.ipynb b/blank/chap06.ipynb
index b35c34b..7fadc4e 100644
--- a/blank/chap06.ipynb
+++ b/blank/chap06.ipynb
@@ -1654,6 +1654,22 @@
    "metadata": {},
    "outputs": [],
    "source": []
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a7f4edf8",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "[Think Python: 3rd Edition](https://allendowney.github.io/ThinkPython/index.html)\n",
+    "\n",
+    "Copyright 2024 [Allen B. Downey](https://allendowney.com)\n",
+    "\n",
+    "Code license: [MIT License](https://mit-license.org/)\n",
+    "\n",
+    "Text license: [Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International](https://creativecommons.org/licenses/by-nc-sa/4.0/)"
+   ]
   }
  ],
  "metadata": {
diff --git a/blank/chap07.ipynb b/blank/chap07.ipynb
index e2855cc..22ea459 100644
--- a/blank/chap07.ipynb
+++ b/blank/chap07.ipynb
@@ -12,7 +12,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 1,
    "id": "f0c8eb18",
    "metadata": {
     "tags": []
@@ -50,7 +50,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 2,
    "id": "6b8569b8-1576-45d2-99f6-c7a2c7e100c4",
    "metadata": {},
    "outputs": [],
@@ -68,7 +68,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 3,
    "id": "6cb5b573-601c-42f5-a940-f1a4d244f990",
    "metadata": {},
    "outputs": [],
@@ -87,7 +87,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 4,
    "id": "7040a890-6619-4ad2-b0bf-b094a5a0e43d",
    "metadata": {},
    "outputs": [],
@@ -103,7 +103,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 5,
    "id": "40fd553c-693c-4ffc-8e49-1d7de3c4d4a7",
    "metadata": {},
    "outputs": [],
@@ -119,7 +119,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 6,
    "id": "8a34174b-5a77-482a-8480-14cfdff16339",
    "metadata": {},
    "outputs": [],
@@ -135,7 +135,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 7,
    "id": "0909121d-5218-49ca-b03e-258206f00e40",
    "metadata": {},
    "outputs": [],
@@ -151,7 +151,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 8,
    "id": "3c4d8138-ddf6-46fe-a940-a7042617ceb1",
    "metadata": {},
    "outputs": [],
@@ -159,7 +159,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 9,
    "id": "5c463051-b737-49ab-a1d7-4be66fd8331f",
    "metadata": {},
    "outputs": [],
@@ -188,7 +188,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 10,
    "id": "a7b7ac52-64a6-4dd9-98f5-b772a5e0f161",
    "metadata": {
     "tags": []
@@ -207,7 +207,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 11,
    "id": "1ad13ce7-99be-4412-8e0b-978fe6de25f2",
    "metadata": {},
    "outputs": [],
@@ -223,7 +223,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 12,
    "id": "dc2054e6-d8e8-4a06-a1ea-5cfcf4ccf1e0",
    "metadata": {},
    "outputs": [],
@@ -246,7 +246,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 13,
    "id": "eaea1520-0fb3-4ef3-be6e-9e1cdcccf39f",
    "metadata": {},
    "outputs": [],
@@ -262,7 +262,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 14,
    "id": "f602bfb6-7a93-4fb8-ade6-6784155a6f1a",
    "metadata": {},
    "outputs": [],
@@ -281,7 +281,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 15,
    "id": "cf3b8b7e-5fc7-4bb1-b628-09277bdc5a0d",
    "metadata": {
     "tags": []
@@ -314,7 +314,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 16,
    "id": "6bf8a104",
    "metadata": {},
    "outputs": [],
@@ -330,7 +330,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 17,
    "id": "0fe7ae60",
    "metadata": {},
    "outputs": [],
@@ -346,7 +346,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 18,
    "id": "8a09bc24",
    "metadata": {
     "tags": []
@@ -356,7 +356,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 19,
    "id": "36a45674-7f41-4850-98f1-2548574ce958",
    "metadata": {
     "tags": []
@@ -378,7 +378,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 20,
    "id": "ba2ab90b",
    "metadata": {
     "tags": []
@@ -388,7 +388,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 21,
    "id": "88496dc4",
    "metadata": {},
    "outputs": [],
@@ -406,9 +406,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": 22,
    "id": "4a0c46b9",
-   "metadata": {},
+   "metadata": {
+    "tags": []
+   },
    "outputs": [],
    "source": []
   },
@@ -423,7 +425,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": 23,
    "id": "2220d826",
    "metadata": {},
    "outputs": [],
@@ -441,7 +443,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 25,
+   "execution_count": 24,
    "id": "d8e1ac5a",
    "metadata": {},
    "outputs": [],
@@ -467,7 +469,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 26,
+   "execution_count": 25,
    "id": "0afd8f88",
    "metadata": {},
    "outputs": [],
@@ -485,7 +487,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 27,
+   "execution_count": 26,
    "id": "8686b2eb-c610-4d29-a942-2ef8f53e5e36",
    "metadata": {},
    "outputs": [],
@@ -503,7 +505,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 28,
+   "execution_count": 27,
    "id": "89a05280",
    "metadata": {},
    "outputs": [],
@@ -519,7 +521,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 29,
+   "execution_count": 28,
    "id": "9d29b5e9",
    "metadata": {},
    "outputs": [],
@@ -535,7 +537,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 30,
+   "execution_count": 29,
    "id": "304dfd86",
    "metadata": {},
    "outputs": [],
@@ -562,7 +564,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 31,
+   "execution_count": 30,
    "id": "fe6431b7",
    "metadata": {},
    "outputs": [],
@@ -578,7 +580,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 32,
+   "execution_count": 31,
    "id": "85d3fba6",
    "metadata": {},
    "outputs": [],
@@ -594,7 +596,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 33,
+   "execution_count": 32,
    "id": "2d653847",
    "metadata": {},
    "outputs": [],
@@ -611,7 +613,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 34,
+   "execution_count": 33,
    "id": "a92a81bc",
    "metadata": {},
    "outputs": [],
@@ -627,7 +629,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 35,
+   "execution_count": 34,
    "id": "d15f83a4",
    "metadata": {},
    "outputs": [],
@@ -643,7 +645,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 36,
+   "execution_count": 35,
    "id": "e7958af4",
    "metadata": {},
    "outputs": [],
@@ -651,7 +653,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 37,
+   "execution_count": 36,
    "id": "020a57a7",
    "metadata": {},
    "outputs": [],
@@ -659,7 +661,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 38,
+   "execution_count": 37,
    "id": "0b979b20",
    "metadata": {},
    "outputs": [],
@@ -678,7 +680,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 39,
+   "execution_count": 38,
    "id": "bd29ff63",
    "metadata": {},
    "outputs": [],
@@ -694,7 +696,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 40,
+   "execution_count": 39,
    "id": "9369fb05",
    "metadata": {},
    "outputs": [],
@@ -710,7 +712,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 41,
+   "execution_count": 40,
    "id": "eb32713a",
    "metadata": {},
    "outputs": [],
@@ -721,12 +723,12 @@
    "id": "b2acc611",
    "metadata": {},
    "source": [
-    "`uses_only` converts `word` and `letters` to lowercase, so it works with any combination of cases. "
+    "`uses_any` converts `word` and `letters` to lowercase, so it works with any combination of cases. "
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 42,
+   "execution_count": 41,
    "id": "7e65a9fb",
    "metadata": {},
    "outputs": [],
@@ -760,7 +762,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 43,
+   "execution_count": 42,
    "id": "3982e7d3",
    "metadata": {},
    "outputs": [],
@@ -784,7 +786,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 44,
+   "execution_count": 43,
    "id": "40ef00d3",
    "metadata": {},
    "outputs": [],
@@ -801,7 +803,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 45,
+   "execution_count": 44,
    "id": "f37cfd36",
    "metadata": {},
    "outputs": [],
@@ -822,7 +824,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 46,
+   "execution_count": 45,
    "id": "58c916cc",
    "metadata": {},
    "outputs": [],
@@ -838,7 +840,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 47,
+   "execution_count": 46,
    "id": "7a325745",
    "metadata": {},
    "outputs": [],
@@ -905,7 +907,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 47,
    "id": "bc58db59",
    "metadata": {
     "tags": []
@@ -1292,18 +1294,34 @@
   {
    "cell_type": "code",
    "execution_count": 71,
-   "id": "6980de57",
+   "id": "a3ea747d",
    "metadata": {},
    "outputs": [],
    "source": []
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "id": "102df097",
+   "execution_count": 72,
+   "id": "6980de57",
    "metadata": {},
    "outputs": [],
    "source": []
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a7f4edf8",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "[Think Python: 3rd Edition](https://allendowney.github.io/ThinkPython/index.html)\n",
+    "\n",
+    "Copyright 2024 [Allen B. Downey](https://allendowney.com)\n",
+    "\n",
+    "Code license: [MIT License](https://mit-license.org/)\n",
+    "\n",
+    "Text license: [Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International](https://creativecommons.org/licenses/by-nc-sa/4.0/)"
+   ]
   }
  ],
  "metadata": {
diff --git a/blank/chap08.ipynb b/blank/chap08.ipynb
index e137ddc..00a2a91 100644
--- a/blank/chap08.ipynb
+++ b/blank/chap08.ipynb
@@ -1303,10 +1303,7 @@
     "Replacement of a string, or part of a string, with another string.\n",
     "\n",
     "**shell command:**\n",
-    "A statement in a shell language, which is a language used to interact with an operating system.\n",
-    "\n",
-    "**raw string:**\n",
-    "A Python string that is preceded by the letter `r`, which indicates that backslashes that appear in the string should not be considered part of a special sequence."
+    "A statement in a shell language, which is a language used to interact with an operating system."
    ]
   },
   {
@@ -1358,7 +1355,7 @@
     "\n",
     "And if you want to see something more complicated, try asking for a regular expression that matches any legal URL.\n",
     "\n",
-    "A regular expression often has the letter `r` before the quotation mark, which indicates that it is a **raw string**.\n",
+    "A regular expression often has the letter `r` before the quotation mark, which indicates that it is a \"raw string\".\n",
     "For more information, ask a virtual assistant, \"What is a raw string in Python?\""
    ]
   },
@@ -1445,12 +1442,12 @@
     "Each attempt has to be recognized as a word, not including proper nouns.\n",
     "After each attempt, you get information about which of the letters you guessed appear in the target word, and which ones are in the correct position.\n",
     "\n",
-    "For example, suppose the target word is `MOWER` and you guess `TRIED`. You would learn that `E` is in the word and in the correct position, `R` is in the word but not in the correct position, and `T`, `I`, and `D` are not in the word.\n",
+    "For example, suppose the target word is `MOWER` and you guess `TRIED`.\n",
+    "You would learn that `E` is in the word and in the correct position, `R` is in the word but not in the correct position, and `T`, `I`, and `D` are not in the word.\n",
     "\n",
     "As a different example, suppose you have guessed the words `SPADE` and `CLERK`, and you've learned that `E` is in the word, but not in either of those positions, and none of the other letters appear in the word.\n",
-    "\n",
     "Of the words in the word list, how many could be the target word?\n",
-    "Write a function called `check_word` that takes a five-letter word and checks whether it could be the target word."
+    "Write a function called `check_word` that takes a five-letter word and checks whether it could be the target word, given these guesses."
    ]
   },
   {
@@ -1537,8 +1534,9 @@
     "\n",
     "In particular, he says it is \"shameless in its repetition of the same adjective,\" and mentions in particular the number of times \"its characters either shudder or turn pale.\"\n",
     "\n",
-    "To see whether his objection is valid, let's count the number number of times the word `pale` appears in any form, including `pale`, `pales`, `paled`, and `paleness`, as well as the related word `pallor`. \n",
-    "Use a single regular expression that matches all of these words and no others."
+    "To see whether his objection is valid, let's count the number number of lines that contain the word `pale` in any form, including `pale`, `pales`, `paled`, and `paleness`, as well as the related word `pallor`. \n",
+    "Use a single regular expression that matches any of these words.\n",
+    "As an additional challenge, make sure that it doesn't match any other words, like `impale` -- you might want to ask a virtual assistant for help."
    ]
   },
   {
@@ -1583,7 +1581,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 89,
+   "execution_count": 83,
    "id": "08294921",
    "metadata": {},
    "outputs": [],
@@ -1591,29 +1589,45 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 90,
+   "execution_count": 84,
    "id": "3eb8f83f",
    "metadata": {},
    "outputs": [],
    "source": []
   },
+  {
+   "cell_type": "code",
+   "execution_count": 85,
+   "id": "b6bffe8a",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
   {
    "cell_type": "markdown",
-   "id": "71d2148f",
+   "id": "7db56337",
    "metadata": {
     "tags": []
    },
    "source": [
-    "By my count, these words appear `223` times in a book that contains about `461,000` words. Mr. Eco might have a point."
+    "By this count, these words appear on `223` lines of the book, so Mr. Eco might have a point."
    ]
   },
   {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "32d539d9",
-   "metadata": {},
-   "outputs": [],
-   "source": []
+   "cell_type": "markdown",
+   "id": "a7f4edf8",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "[Think Python: 3rd Edition](https://allendowney.github.io/ThinkPython/index.html)\n",
+    "\n",
+    "Copyright 2024 [Allen B. Downey](https://allendowney.com)\n",
+    "\n",
+    "Code license: [MIT License](https://mit-license.org/)\n",
+    "\n",
+    "Text license: [Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International](https://creativecommons.org/licenses/by-nc-sa/4.0/)"
+   ]
   }
  ],
  "metadata": {
diff --git a/blank/chap09.ipynb b/blank/chap09.ipynb
index 4521314..c4cae84 100644
--- a/blank/chap09.ipynb
+++ b/blank/chap09.ipynb
@@ -1633,6 +1633,22 @@
    "metadata": {},
    "outputs": [],
    "source": []
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a7f4edf8",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "[Think Python: 3rd Edition](https://allendowney.github.io/ThinkPython/index.html)\n",
+    "\n",
+    "Copyright 2024 [Allen B. Downey](https://allendowney.com)\n",
+    "\n",
+    "Code license: [MIT License](https://mit-license.org/)\n",
+    "\n",
+    "Text license: [Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International](https://creativecommons.org/licenses/by-nc-sa/4.0/)"
+   ]
   }
  ],
  "metadata": {
diff --git a/blank/chap10.ipynb b/blank/chap10.ipynb
index 23c3157..56d77c9 100644
--- a/blank/chap10.ipynb
+++ b/blank/chap10.ipynb
@@ -1008,7 +1008,7 @@
     "\n",
     "As you work with bigger datasets it can become unwieldy to debug by printing and checking the output by hand. Here are some suggestions for debugging large datasets:\n",
     "\n",
-    "1) Scale down the input: If possible, reduce the size of the dataset. For example if the\n",
+    "1.  Scale down the input: If possible, reduce the size of the dataset. For example if the\n",
     "    program reads a text file, start with just the first 10 lines, or\n",
     "    with the smallest example you can find. You can either edit the\n",
     "    files themselves, or (better) modify the program so it reads only\n",
@@ -1492,6 +1492,22 @@
    "metadata": {},
    "outputs": [],
    "source": []
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a7f4edf8",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "[Think Python: 3rd Edition](https://allendowney.github.io/ThinkPython/index.html)\n",
+    "\n",
+    "Copyright 2024 [Allen B. Downey](https://allendowney.com)\n",
+    "\n",
+    "Code license: [MIT License](https://mit-license.org/)\n",
+    "\n",
+    "Text license: [Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International](https://creativecommons.org/licenses/by-nc-sa/4.0/)"
+   ]
   }
  ],
  "metadata": {
diff --git a/blank/chap11.ipynb b/blank/chap11.ipynb
index 916cd43..d80bc23 100644
--- a/blank/chap11.ipynb
+++ b/blank/chap11.ipynb
@@ -12,7 +12,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 2,
    "id": "295ac6d7",
    "metadata": {
     "tags": []
@@ -54,7 +54,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 3,
    "id": "fb0bdca2",
    "metadata": {},
    "outputs": [],
@@ -70,7 +70,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 4,
    "id": "5a6da881",
    "metadata": {},
    "outputs": [],
@@ -86,7 +86,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 5,
    "id": "e2596ca7",
    "metadata": {},
    "outputs": [],
@@ -102,7 +102,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 6,
    "id": "a0d350a6",
    "metadata": {},
    "outputs": [],
@@ -119,7 +119,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 7,
    "id": "c9100ee4",
    "metadata": {},
    "outputs": [],
@@ -136,7 +136,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 8,
    "id": "44bd3d83",
    "metadata": {},
    "outputs": [],
@@ -155,7 +155,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 9,
    "id": "92e55b2c",
    "metadata": {},
    "outputs": [],
@@ -171,7 +171,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 10,
    "id": "38ee5c2a",
    "metadata": {},
    "outputs": [],
@@ -187,7 +187,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 11,
    "id": "2e0e311a",
    "metadata": {},
    "outputs": [],
@@ -203,7 +203,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 12,
    "id": "8bb7d715",
    "metadata": {},
    "outputs": [],
@@ -219,7 +219,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 13,
    "id": "e653e00f",
    "metadata": {},
    "outputs": [],
@@ -235,7 +235,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 14,
    "id": "8969188d",
    "metadata": {},
    "outputs": [],
@@ -251,7 +251,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 15,
    "id": "65d7ebaa",
    "metadata": {},
    "outputs": [],
@@ -277,7 +277,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 16,
    "id": "b4970fe0",
    "metadata": {
     "tags": []
@@ -295,7 +295,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 17,
    "id": "772738cc",
    "metadata": {
     "tags": []
@@ -316,7 +316,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 18,
    "id": "37e67042",
    "metadata": {},
    "outputs": [],
@@ -332,7 +332,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 19,
    "id": "d809a490",
    "metadata": {},
    "outputs": [],
@@ -348,7 +348,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 20,
    "id": "dfc42a8b",
    "metadata": {},
    "outputs": [],
@@ -364,7 +364,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 21,
    "id": "2debf30c",
    "metadata": {},
    "outputs": [],
@@ -382,7 +382,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 22,
    "id": "1e94ea37",
    "metadata": {},
    "outputs": [],
@@ -399,7 +399,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 23,
    "id": "99c96c7f",
    "metadata": {},
    "outputs": [],
@@ -416,7 +416,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": 24,
    "id": "b67881ed",
    "metadata": {},
    "outputs": [],
@@ -432,7 +432,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": 25,
    "id": "b4515e2b",
    "metadata": {},
    "outputs": [],
@@ -449,7 +449,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 25,
+   "execution_count": 26,
    "id": "8e5b4a14",
    "metadata": {
     "tags": []
@@ -468,7 +468,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 26,
+   "execution_count": 27,
    "id": "2389d6de",
    "metadata": {},
    "outputs": [],
@@ -484,7 +484,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 27,
+   "execution_count": 28,
    "id": "5512edec",
    "metadata": {},
    "outputs": [],
@@ -503,7 +503,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 28,
+   "execution_count": 29,
    "id": "651ab417",
    "metadata": {},
    "outputs": [],
@@ -521,7 +521,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 29,
+   "execution_count": 30,
    "id": "2c0b7d47",
    "metadata": {},
    "outputs": [],
@@ -554,7 +554,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 30,
+   "execution_count": 31,
    "id": "fff80eaa",
    "metadata": {},
    "outputs": [],
@@ -570,7 +570,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 31,
+   "execution_count": 32,
    "id": "4a0eb2a9",
    "metadata": {},
    "outputs": [],
@@ -578,7 +578,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 32,
+   "execution_count": 33,
    "id": "d74ba1b6",
    "metadata": {},
    "outputs": [],
@@ -594,7 +594,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 33,
+   "execution_count": 34,
    "id": "dad3b3bb",
    "metadata": {},
    "outputs": [],
@@ -611,7 +611,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 34,
+   "execution_count": 35,
    "id": "fbd90b0e",
    "metadata": {},
    "outputs": [],
@@ -627,7 +627,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 35,
+   "execution_count": 36,
    "id": "5a101efb",
    "metadata": {},
    "outputs": [],
@@ -649,7 +649,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 36,
+   "execution_count": 37,
    "id": "0a33e2d0",
    "metadata": {},
    "outputs": [],
@@ -666,7 +666,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 37,
+   "execution_count": 38,
    "id": "336a08ca",
    "metadata": {},
    "outputs": [],
@@ -683,7 +683,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 38,
+   "execution_count": 39,
    "id": "991810bc",
    "metadata": {
     "tags": []
@@ -702,7 +702,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 39,
+   "execution_count": 40,
    "id": "f25ebee1",
    "metadata": {},
    "outputs": [],
@@ -719,7 +719,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 40,
+   "execution_count": 41,
    "id": "7ad64412",
    "metadata": {},
    "outputs": [],
@@ -739,7 +739,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 41,
+   "execution_count": 42,
    "id": "b2863701",
    "metadata": {},
    "outputs": [],
@@ -747,7 +747,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 42,
+   "execution_count": 43,
    "id": "cc1afa29",
    "metadata": {},
    "outputs": [],
@@ -774,7 +774,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 43,
+   "execution_count": 44,
    "id": "ad3e6f81",
    "metadata": {},
    "outputs": [],
@@ -791,7 +791,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 44,
+   "execution_count": 45,
    "id": "9ce313ce",
    "metadata": {},
    "outputs": [],
@@ -807,7 +807,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 45,
+   "execution_count": 46,
    "id": "321d9c30",
    "metadata": {},
    "outputs": [],
@@ -824,7 +824,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 46,
+   "execution_count": 47,
    "id": "7eb73d5d",
    "metadata": {},
    "outputs": [],
@@ -842,7 +842,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 47,
+   "execution_count": 48,
    "id": "9529baa8",
    "metadata": {},
    "outputs": [],
@@ -858,7 +858,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 48,
+   "execution_count": 49,
    "id": "dbde77b8",
    "metadata": {},
    "outputs": [],
@@ -875,7 +875,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 49,
+   "execution_count": 50,
    "id": "dbb7d0b3",
    "metadata": {},
    "outputs": [],
@@ -891,7 +891,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 50,
+   "execution_count": 51,
    "id": "49e3fd8e",
    "metadata": {},
    "outputs": [],
@@ -909,7 +909,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 51,
+   "execution_count": 52,
    "id": "9e4f3e51",
    "metadata": {},
    "outputs": [],
@@ -925,7 +925,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 52,
+   "execution_count": 53,
    "id": "c1dcb46d",
    "metadata": {},
    "outputs": [],
@@ -945,7 +945,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 53,
+   "execution_count": 54,
    "id": "aed20c28",
    "metadata": {},
    "outputs": [],
@@ -961,7 +961,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 54,
+   "execution_count": 55,
    "id": "4d9e73b3",
    "metadata": {},
    "outputs": [],
@@ -979,7 +979,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 55,
+   "execution_count": 56,
    "id": "2077dfa9",
    "metadata": {},
    "outputs": [],
@@ -995,7 +995,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 56,
+   "execution_count": 57,
    "id": "b3d40516",
    "metadata": {},
    "outputs": [],
@@ -1014,7 +1014,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 57,
+   "execution_count": 58,
    "id": "8288c28f",
    "metadata": {},
    "outputs": [],
@@ -1030,7 +1030,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 58,
+   "execution_count": 59,
    "id": "bbbade35",
    "metadata": {},
    "outputs": [],
@@ -1049,7 +1049,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 59,
+   "execution_count": 60,
    "id": "a4c31795",
    "metadata": {},
    "outputs": [],
@@ -1065,7 +1065,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 60,
+   "execution_count": 61,
    "id": "f3d3619a",
    "metadata": {},
    "outputs": [],
@@ -1083,7 +1083,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 61,
+   "execution_count": 62,
    "id": "f078c8a6",
    "metadata": {},
    "outputs": [],
@@ -1100,7 +1100,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 62,
+   "execution_count": 63,
    "id": "54030d8f",
    "metadata": {},
    "outputs": [],
@@ -1132,7 +1132,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 63,
+   "execution_count": 64,
    "id": "ef158f81",
    "metadata": {},
    "outputs": [],
@@ -1150,7 +1150,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 64,
+   "execution_count": 65,
    "id": "d3607b8d",
    "metadata": {},
    "outputs": [],
@@ -1170,7 +1170,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 65,
+   "execution_count": 66,
    "id": "692d9cf8",
    "metadata": {},
    "outputs": [],
@@ -1199,7 +1199,7 @@
     "Lists, dictionaries and tuples are **data structures**.\n",
     "In this chapter we are starting to see compound data structures, like lists of tuples, or dictionaries that contain tuples as keys and lists as values.\n",
     "Compound data structures are useful, but they are prone to errors caused when a data structure has the wrong type, size, or structure.\n",
-    "For example, if a function expects a list if integers and you give it a plain old integer\n",
+    "For example, if a function expects a list of integers and you give it a plain old integer\n",
     "(not in a list), it probably won't work.\n",
     "\n",
     "To help debug these kinds of errors, I wrote a module called `structshape` that provides a function, also called `structshape`, that takes any kind of data structure as an argument and returns a string that summarizes its structure.\n",
@@ -1209,7 +1209,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 66,
+   "execution_count": 67,
    "id": "e9f03e91",
    "metadata": {
     "tags": []
@@ -1227,7 +1227,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 67,
+   "execution_count": 68,
    "id": "90ab624a",
    "metadata": {},
    "outputs": [],
@@ -1243,7 +1243,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 68,
+   "execution_count": 69,
    "id": "6794330f",
    "metadata": {},
    "outputs": [],
@@ -1259,7 +1259,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 69,
+   "execution_count": 70,
    "id": "54cd185b",
    "metadata": {},
    "outputs": [],
@@ -1276,7 +1276,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 70,
+   "execution_count": 71,
    "id": "04028afd",
    "metadata": {},
    "outputs": [],
@@ -1292,7 +1292,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 71,
+   "execution_count": 72,
    "id": "b5d45c88",
    "metadata": {},
    "outputs": [],
@@ -1308,7 +1308,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 72,
+   "execution_count": 73,
    "id": "15131907",
    "metadata": {},
    "outputs": [],
@@ -1359,7 +1359,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 73,
+   "execution_count": 74,
    "id": "c65d68d2",
    "metadata": {
     "tags": []
@@ -1400,7 +1400,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 74,
+   "execution_count": 75,
    "id": "4416fe4a",
    "metadata": {},
    "outputs": [],
@@ -1416,7 +1416,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 75,
+   "execution_count": 76,
    "id": "e6eda0e4",
    "metadata": {
     "tags": []
@@ -1434,7 +1434,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 76,
+   "execution_count": 77,
    "id": "4fae1acc",
    "metadata": {
     "tags": []
@@ -1464,7 +1464,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 77,
+   "execution_count": 78,
    "id": "855c7ed2",
    "metadata": {},
    "outputs": [],
@@ -1480,7 +1480,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 78,
+   "execution_count": 79,
    "id": "3c921f68",
    "metadata": {},
    "outputs": [],
@@ -1497,7 +1497,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 79,
+   "execution_count": 80,
    "id": "b029b0da",
    "metadata": {},
    "outputs": [],
@@ -1534,7 +1534,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 80,
+   "execution_count": 81,
    "id": "1cc07036",
    "metadata": {
     "tags": []
@@ -1544,7 +1544,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 81,
+   "execution_count": 82,
    "id": "96560a0e",
    "metadata": {},
    "outputs": [],
@@ -1552,7 +1552,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 82,
+   "execution_count": 83,
    "id": "c026c6d1",
    "metadata": {
     "tags": []
@@ -1562,7 +1562,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 83,
+   "execution_count": 84,
    "id": "5814999d",
    "metadata": {
     "tags": []
@@ -1582,7 +1582,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 84,
+   "execution_count": 85,
    "id": "9464d140",
    "metadata": {
     "tags": []
@@ -1614,7 +1614,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 85,
+   "execution_count": 86,
    "id": "4309d0b5",
    "metadata": {
     "tags": []
@@ -1624,7 +1624,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 86,
+   "execution_count": 87,
    "id": "52228828",
    "metadata": {},
    "outputs": [],
@@ -1642,7 +1642,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 87,
+   "execution_count": 88,
    "id": "3bf2aa0d",
    "metadata": {
     "tags": []
@@ -1662,7 +1662,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 88,
+   "execution_count": 89,
    "id": "e4fbf5d9",
    "metadata": {
     "tags": []
@@ -1672,7 +1672,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 89,
+   "execution_count": 90,
    "id": "817ec689",
    "metadata": {
     "tags": []
@@ -1724,7 +1724,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 90,
+   "execution_count": 91,
    "id": "941719c1",
    "metadata": {
     "tags": []
@@ -1734,7 +1734,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 91,
+   "execution_count": 92,
    "id": "d2ec641b",
    "metadata": {
     "tags": []
@@ -1754,7 +1754,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 92,
+   "execution_count": 93,
    "id": "7ae29f73",
    "metadata": {
     "tags": []
@@ -1764,7 +1764,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 93,
+   "execution_count": 94,
    "id": "013819a5",
    "metadata": {},
    "outputs": [],
@@ -1783,7 +1783,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 94,
+   "execution_count": 95,
    "id": "fbf9ede3",
    "metadata": {
     "tags": []
@@ -1803,7 +1803,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 95,
+   "execution_count": 96,
    "id": "55435050",
    "metadata": {
     "tags": []
@@ -1823,7 +1823,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 96,
+   "execution_count": 97,
    "id": "6a9320c2",
    "metadata": {
     "tags": []
@@ -1855,7 +1855,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 97,
+   "execution_count": 98,
    "id": "3d5a75f8",
    "metadata": {
     "tags": []
@@ -1865,7 +1865,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 98,
+   "execution_count": 99,
    "id": "a9816dde",
    "metadata": {},
    "outputs": [],
@@ -1873,7 +1873,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 99,
+   "execution_count": 100,
    "id": "753a23c1",
    "metadata": {
     "tags": []
@@ -1899,7 +1899,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 100,
+   "execution_count": 101,
    "id": "57649075",
    "metadata": {},
    "outputs": [],
@@ -1959,7 +1959,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 101,
+   "execution_count": 102,
    "id": "c19bf833",
    "metadata": {},
    "outputs": [],
@@ -1967,7 +1967,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 102,
+   "execution_count": 103,
    "id": "2d9764d6",
    "metadata": {},
    "outputs": [],
@@ -1975,7 +1975,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 103,
+   "execution_count": 104,
    "id": "5e4f5d8e",
    "metadata": {},
    "outputs": [],
@@ -1983,7 +1983,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 104,
+   "execution_count": 105,
    "id": "27d311dd",
    "metadata": {},
    "outputs": [],
@@ -1991,19 +1991,27 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 105,
+   "execution_count": 106,
    "id": "68c27c7e",
    "metadata": {},
    "outputs": [],
    "source": []
   },
   {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "a34c2014",
-   "metadata": {},
-   "outputs": [],
-   "source": []
+   "cell_type": "markdown",
+   "id": "a7f4edf8",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "[Think Python: 3rd Edition](https://allendowney.github.io/ThinkPython/index.html)\n",
+    "\n",
+    "Copyright 2024 [Allen B. Downey](https://allendowney.com)\n",
+    "\n",
+    "Code license: [MIT License](https://mit-license.org/)\n",
+    "\n",
+    "Text license: [Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International](https://creativecommons.org/licenses/by-nc-sa/4.0/)"
+   ]
   }
  ],
  "metadata": {
@@ -2023,7 +2031,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.14"
+   "version": "3.10.11"
   }
  },
  "nbformat": 4,
diff --git a/blank/chap12.ipynb b/blank/chap12.ipynb
index d9ac117..220b664 100644
--- a/blank/chap12.ipynb
+++ b/blank/chap12.ipynb
@@ -27,7 +27,7 @@
    "source": [
     "# Text Analysis and Generation\n",
     "\n",
-    "At this point we have covered Python's core data structures -- lists, dictionaries, and tuples -- and and some algorithms that use them.\n",
+    "At this point we have covered Python's core data structures -- lists, dictionaries, and tuples -- and some algorithms that use them.\n",
     "In this chapter, we'll use them to explore text analysis and Markov generation:\n",
     "\n",
     "* Text analysis is a way to describe the statistical relationships between the words in a document, like the probability that one word is followed by another, and\n",
@@ -1771,6 +1771,22 @@
    "metadata": {},
    "outputs": [],
    "source": []
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a7f4edf8",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "[Think Python: 3rd Edition](https://allendowney.github.io/ThinkPython/index.html)\n",
+    "\n",
+    "Copyright 2024 [Allen B. Downey](https://allendowney.com)\n",
+    "\n",
+    "Code license: [MIT License](https://mit-license.org/)\n",
+    "\n",
+    "Text license: [Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International](https://creativecommons.org/licenses/by-nc-sa/4.0/)"
+   ]
   }
  ],
  "metadata": {
diff --git a/blank/chap13.ipynb b/blank/chap13.ipynb
index e346fce..69616a9 100644
--- a/blank/chap13.ipynb
+++ b/blank/chap13.ipynb
@@ -283,7 +283,7 @@
    "id": "f652aaac",
    "metadata": {},
    "source": [
-    "To write this data to a file, you can use the `write` method, which we saw in [Chapter 8](section_writing_files).\n",
+    "To write this data to a file, you can use the `write` method, which we saw in Chapter 8.\n",
     "The argument of `write` has to be a string, so if we want to put other values in a file, we have to convert them to strings.\n",
     "The easiest way to do that is with the built-in function `str`.\n",
     "\n",
@@ -1634,6 +1634,22 @@
    "metadata": {},
    "outputs": [],
    "source": []
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a7f4edf8",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "[Think Python: 3rd Edition](https://allendowney.github.io/ThinkPython/index.html)\n",
+    "\n",
+    "Copyright 2024 [Allen B. Downey](https://allendowney.com)\n",
+    "\n",
+    "Code license: [MIT License](https://mit-license.org/)\n",
+    "\n",
+    "Text license: [Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International](https://creativecommons.org/licenses/by-nc-sa/4.0/)"
+   ]
   }
  ],
  "metadata": {
diff --git a/blank/chap14.ipynb b/blank/chap14.ipynb
index c9b0f0f..38aaffc 100644
--- a/blank/chap14.ipynb
+++ b/blank/chap14.ipynb
@@ -1415,6 +1415,22 @@
    "id": "d6f1cc2f",
    "metadata": {},
    "source": []
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a7f4edf8",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "[Think Python: 3rd Edition](https://allendowney.github.io/ThinkPython/index.html)\n",
+    "\n",
+    "Copyright 2024 [Allen B. Downey](https://allendowney.com)\n",
+    "\n",
+    "Code license: [MIT License](https://mit-license.org/)\n",
+    "\n",
+    "Text license: [Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International](https://creativecommons.org/licenses/by-nc-sa/4.0/)"
+   ]
   }
  ],
  "metadata": {
diff --git a/blank/chap15.ipynb b/blank/chap15.ipynb
index dc133c2..2ffde33 100644
--- a/blank/chap15.ipynb
+++ b/blank/chap15.ipynb
@@ -881,6 +881,22 @@
    "metadata": {},
    "outputs": [],
    "source": []
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a7f4edf8",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "[Think Python: 3rd Edition](https://allendowney.github.io/ThinkPython/index.html)\n",
+    "\n",
+    "Copyright 2024 [Allen B. Downey](https://allendowney.com)\n",
+    "\n",
+    "Code license: [MIT License](https://mit-license.org/)\n",
+    "\n",
+    "Text license: [Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International](https://creativecommons.org/licenses/by-nc-sa/4.0/)"
+   ]
   }
  ],
  "metadata": {
diff --git a/blank/chap16.ipynb b/blank/chap16.ipynb
index 987c2cc..4309183 100644
--- a/blank/chap16.ipynb
+++ b/blank/chap16.ipynb
@@ -1508,6 +1508,22 @@
    "metadata": {},
    "outputs": [],
    "source": []
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a7f4edf8",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "[Think Python: 3rd Edition](https://allendowney.github.io/ThinkPython/index.html)\n",
+    "\n",
+    "Copyright 2024 [Allen B. Downey](https://allendowney.com)\n",
+    "\n",
+    "Code license: [MIT License](https://mit-license.org/)\n",
+    "\n",
+    "Text license: [Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International](https://creativecommons.org/licenses/by-nc-sa/4.0/)"
+   ]
   }
  ],
  "metadata": {
diff --git a/blank/chap17.ipynb b/blank/chap17.ipynb
index eb14274..bc6b43e 100644
--- a/blank/chap17.ipynb
+++ b/blank/chap17.ipynb
@@ -2102,6 +2102,22 @@
    "metadata": {},
    "outputs": [],
    "source": []
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a7f4edf8",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "[Think Python: 3rd Edition](https://allendowney.github.io/ThinkPython/index.html)\n",
+    "\n",
+    "Copyright 2024 [Allen B. Downey](https://allendowney.com)\n",
+    "\n",
+    "Code license: [MIT License](https://mit-license.org/)\n",
+    "\n",
+    "Text license: [Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International](https://creativecommons.org/licenses/by-nc-sa/4.0/)"
+   ]
   }
  ],
  "metadata": {
diff --git a/blank/chap18.ipynb b/blank/chap18.ipynb
index 8487e41..6a069c1 100644
--- a/blank/chap18.ipynb
+++ b/blank/chap18.ipynb
@@ -1513,7 +1513,7 @@
    "metadata": {},
    "source": [
     "`run_unittest` does not take `TestExample` as an argument -- instead, it searches for classes that inherit from `TestCase`.\n",
-    "Then is searches for methods that begin with `test` and runs them.\n",
+    "Then it searches for methods that begin with `test` and runs them.\n",
     "This process is called **test discovery**.\n",
     "\n",
     "Here's what happens when we call `run_unittest`."
@@ -2045,6 +2045,22 @@
    "metadata": {},
    "outputs": [],
    "source": []
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a7f4edf8",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "[Think Python: 3rd Edition](https://allendowney.github.io/ThinkPython/index.html)\n",
+    "\n",
+    "Copyright 2024 [Allen B. Downey](https://allendowney.com)\n",
+    "\n",
+    "Code license: [MIT License](https://mit-license.org/)\n",
+    "\n",
+    "Text license: [Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International](https://creativecommons.org/licenses/by-nc-sa/4.0/)"
+   ]
   }
  ],
  "metadata": {
diff --git a/blank/chap19.ipynb b/blank/chap19.ipynb
index 190c3e6..4d86fb8 100644
--- a/blank/chap19.ipynb
+++ b/blank/chap19.ipynb
@@ -146,6 +146,22 @@
    "metadata": {},
    "outputs": [],
    "source": []
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a7f4edf8",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "[Think Python: 3rd Edition](https://allendowney.github.io/ThinkPython/index.html)\n",
+    "\n",
+    "Copyright 2024 [Allen B. Downey](https://allendowney.com)\n",
+    "\n",
+    "Code license: [MIT License](https://mit-license.org/)\n",
+    "\n",
+    "Text license: [Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International](https://creativecommons.org/licenses/by-nc-sa/4.0/)"
+   ]
   }
  ],
  "metadata": {

From 7cf11d17acc9e84e12b96a0ce760628f9a4ad45e Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Sun, 19 Jan 2025 15:02:28 -0500
Subject: [PATCH 34/60] Updating the notebooks

---
 chapters/chap03.ipynb | 5 ++++-
 chapters/chap06.ipynb | 9 ++++-----
 2 files changed, 8 insertions(+), 6 deletions(-)

diff --git a/chapters/chap03.ipynb b/chapters/chap03.ipynb
index 7eae21b..5f2cb1d 100644
--- a/chapters/chap03.ipynb
+++ b/chapters/chap03.ipynb
@@ -606,7 +606,10 @@
     "width, height, x, y = [3.77, 2.9, 1.1, 2.65]\n",
     "ax = diagram(width, height)\n",
     "bbox = stack.draw(ax, x, y)\n",
-    "# adjust(x, y, bbox)"
+    "# adjust(x, y, bbox)\n",
+    "\n",
+    "import matplotlib.pyplot as plt\n",
+    "plt.savefig('chap03_stack_diagram.png', dpi=300)"
    ]
   },
   {
diff --git a/chapters/chap06.ipynb b/chapters/chap06.ipynb
index 1d30683..5b082b8 100644
--- a/chapters/chap06.ipynb
+++ b/chapters/chap06.ipynb
@@ -1039,7 +1039,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 130,
+   "execution_count": 1,
    "id": "455f0457",
    "metadata": {
     "tags": []
@@ -1063,7 +1063,7 @@
     "                  loc='left', dx=1.2)\n",
     "    frames.append(frame)\n",
     "    \n",
-    "binding1 = make_binding('n', n)\n",
+    "binding1 = make_binding('n', 0)\n",
     "frame = Frame([binding1], name='factorial', value=1, \n",
     "              shim=1.2, loc='left', dx=1.4)\n",
     "frames.append(frame)\n",
@@ -1073,7 +1073,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 131,
+   "execution_count": 4,
    "id": "a75ccd9b",
    "metadata": {
     "tags": []
@@ -1197,8 +1197,7 @@
    "id": "0bec7ba4",
    "metadata": {},
    "source": [
-    "It looks like an infinite recursion. How can that be? The function has a\n",
-    "base case -- when `n == 0`.\n",
+    "It looks like an infinite recursion. How can that be? The function has base cases when `n == 1` or `n == 0`.\n",
     "But if `n` is not an integer, we can *miss* the base case and recurse forever.\n",
     "\n",
     "In this example, the initial value of `n` is `1.5`.\n",

From 8e938813eeeb198c5150f97a4fcdf433aa07e0e1 Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Sun, 19 Jan 2025 15:02:28 -0500
Subject: [PATCH 35/60] Updating the zip file

---
 ThinkPythonNotebooks.zip | Bin 579347 -> 579404 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/ThinkPythonNotebooks.zip b/ThinkPythonNotebooks.zip
index 4a991b95695c6d9a7b1638b4d3a26a787182967c..b2edbef5fd72d6ef0791d5b52d8f12289ae8e4e4 100644
GIT binary patch
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From df357f928c440a4af7c5d19d37b0fb56f54d0bb7 Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Wed, 22 Jan 2025 13:14:18 -0500
Subject: [PATCH 36/60] Updating the notebooks

---
 chapters/chap06.ipynb | 172 +++++++++++++++++++++---------------------
 chapters/chap08.ipynb |   2 +-
 2 files changed, 87 insertions(+), 87 deletions(-)

diff --git a/chapters/chap06.ipynb b/chapters/chap06.ipynb
index 5b082b8..a8d03c3 100644
--- a/chapters/chap06.ipynb
+++ b/chapters/chap06.ipynb
@@ -12,7 +12,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 87,
+   "execution_count": 5,
    "id": "56b1c184",
    "metadata": {
     "tags": []
@@ -66,7 +66,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 88,
+   "execution_count": 6,
    "id": "e0e1dd91",
    "metadata": {},
    "outputs": [],
@@ -86,7 +86,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 89,
+   "execution_count": 7,
    "id": "5aaf62d2",
    "metadata": {},
    "outputs": [],
@@ -104,7 +104,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 90,
+   "execution_count": 8,
    "id": "741f7386",
    "metadata": {},
    "outputs": [],
@@ -122,7 +122,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 91,
+   "execution_count": 9,
    "id": "e56d39c4",
    "metadata": {},
    "outputs": [],
@@ -140,7 +140,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 92,
+   "execution_count": 10,
    "id": "50a9a9be",
    "metadata": {},
    "outputs": [],
@@ -164,7 +164,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 93,
+   "execution_count": 11,
    "id": "d70fd9b5",
    "metadata": {},
    "outputs": [],
@@ -182,7 +182,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 94,
+   "execution_count": 12,
    "id": "ef20ba8c",
    "metadata": {},
    "outputs": [],
@@ -200,7 +200,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 95,
+   "execution_count": 13,
    "id": "0a4670f4",
    "metadata": {},
    "outputs": [],
@@ -218,7 +218,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 96,
+   "execution_count": 14,
    "id": "6e6460b9",
    "metadata": {},
    "outputs": [],
@@ -236,7 +236,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 97,
+   "execution_count": 15,
    "id": "77613df9",
    "metadata": {
     "tags": []
@@ -269,7 +269,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 98,
+   "execution_count": 16,
    "id": "89c083f8",
    "metadata": {},
    "outputs": [],
@@ -288,7 +288,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 99,
+   "execution_count": 17,
    "id": "737b67ca",
    "metadata": {},
    "outputs": [],
@@ -307,7 +307,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 100,
+   "execution_count": 18,
    "id": "9b4fa14f",
    "metadata": {},
    "outputs": [],
@@ -325,7 +325,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 101,
+   "execution_count": 19,
    "id": "50f96bcb",
    "metadata": {},
    "outputs": [],
@@ -344,7 +344,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 102,
+   "execution_count": 20,
    "id": "6712f2df",
    "metadata": {},
    "outputs": [],
@@ -364,7 +364,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 103,
+   "execution_count": 21,
    "id": "0ec1afd3",
    "metadata": {},
    "outputs": [],
@@ -386,7 +386,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 104,
+   "execution_count": 22,
    "id": "c82334b6",
    "metadata": {},
    "outputs": [],
@@ -404,7 +404,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 105,
+   "execution_count": 23,
    "id": "595ec598",
    "metadata": {},
    "outputs": [],
@@ -432,7 +432,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 106,
+   "execution_count": 24,
    "id": "236c59e6",
    "metadata": {},
    "outputs": [],
@@ -459,7 +459,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 107,
+   "execution_count": 25,
    "id": "2f60639c",
    "metadata": {},
    "outputs": [],
@@ -481,7 +481,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 108,
+   "execution_count": 26,
    "id": "c9dae6c8",
    "metadata": {},
    "outputs": [],
@@ -501,7 +501,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 109,
+   "execution_count": 27,
    "id": "c8c4edee",
    "metadata": {},
    "outputs": [],
@@ -555,7 +555,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 110,
+   "execution_count": 28,
    "id": "bbcab1ed",
    "metadata": {},
    "outputs": [],
@@ -577,7 +577,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 111,
+   "execution_count": 29,
    "id": "923d96db",
    "metadata": {},
    "outputs": [],
@@ -601,7 +601,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 112,
+   "execution_count": 30,
    "id": "9374cfe3",
    "metadata": {},
    "outputs": [],
@@ -627,7 +627,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 113,
+   "execution_count": 31,
    "id": "405af839",
    "metadata": {},
    "outputs": [],
@@ -645,7 +645,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 114,
+   "execution_count": 32,
    "id": "e52b3b04",
    "metadata": {},
    "outputs": [],
@@ -668,7 +668,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 115,
+   "execution_count": 33,
    "id": "38eebbf3",
    "metadata": {},
    "outputs": [],
@@ -686,7 +686,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 116,
+   "execution_count": 34,
    "id": "b4536ea0",
    "metadata": {},
    "outputs": [],
@@ -709,7 +709,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 117,
+   "execution_count": 35,
    "id": "325efb93",
    "metadata": {},
    "outputs": [],
@@ -729,7 +729,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 118,
+   "execution_count": 36,
    "id": "3cd982ce",
    "metadata": {},
    "outputs": [],
@@ -753,7 +753,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 119,
+   "execution_count": 37,
    "id": "c734f5b2",
    "metadata": {},
    "outputs": [],
@@ -771,7 +771,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 120,
+   "execution_count": 38,
    "id": "094a242f",
    "metadata": {},
    "outputs": [],
@@ -813,7 +813,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 121,
+   "execution_count": 39,
    "id": "64207948",
    "metadata": {},
    "outputs": [],
@@ -835,7 +835,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 122,
+   "execution_count": 40,
    "id": "c367cdae",
    "metadata": {},
    "outputs": [],
@@ -845,7 +845,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 123,
+   "execution_count": 41,
    "id": "837f4f95",
    "metadata": {},
    "outputs": [],
@@ -864,7 +864,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 124,
+   "execution_count": 42,
    "id": "e411354f",
    "metadata": {},
    "outputs": [],
@@ -883,7 +883,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 125,
+   "execution_count": 43,
    "id": "925e7d4f",
    "metadata": {},
    "outputs": [],
@@ -902,7 +902,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 126,
+   "execution_count": 44,
    "id": "62178e75",
    "metadata": {},
    "outputs": [],
@@ -949,7 +949,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 127,
+   "execution_count": 45,
    "id": "23e37c79",
    "metadata": {},
    "outputs": [],
@@ -968,7 +968,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 128,
+   "execution_count": 46,
    "id": "5ea57d9f",
    "metadata": {},
    "outputs": [],
@@ -991,7 +991,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 129,
+   "execution_count": 47,
    "id": "b66e670b",
    "metadata": {},
    "outputs": [],
@@ -1039,7 +1039,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 48,
    "id": "455f0457",
    "metadata": {
     "tags": []
@@ -1073,7 +1073,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 49,
    "id": "a75ccd9b",
    "metadata": {
     "tags": []
@@ -1142,7 +1142,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 132,
+   "execution_count": 50,
    "id": "cad75752",
    "metadata": {},
    "outputs": [],
@@ -1180,7 +1180,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 133,
+   "execution_count": 51,
    "id": "5e4b5f1d",
    "metadata": {
     "tags": []
@@ -1211,7 +1211,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 134,
+   "execution_count": 52,
    "id": "3f607dff",
    "metadata": {},
    "outputs": [],
@@ -1221,7 +1221,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 135,
+   "execution_count": 53,
    "id": "ab638bfe",
    "metadata": {},
    "outputs": [],
@@ -1239,7 +1239,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 136,
+   "execution_count": 54,
    "id": "73aafac0",
    "metadata": {},
    "outputs": [],
@@ -1269,7 +1269,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 137,
+   "execution_count": 55,
    "id": "be881cb7",
    "metadata": {},
    "outputs": [],
@@ -1288,7 +1288,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 138,
+   "execution_count": 56,
    "id": "fa83014f",
    "metadata": {},
    "outputs": [],
@@ -1337,7 +1337,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 139,
+   "execution_count": 57,
    "id": "1d50479e",
    "metadata": {},
    "outputs": [],
@@ -1366,7 +1366,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 140,
+   "execution_count": 58,
    "id": "798db5c4",
    "metadata": {},
    "outputs": [],
@@ -1423,7 +1423,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 142,
+   "execution_count": 59,
    "id": "e0f15ca4",
    "metadata": {
     "tags": []
@@ -1448,7 +1448,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 60,
    "id": "90b4979f",
    "metadata": {},
    "outputs": [],
@@ -1470,7 +1470,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 61,
    "id": "9217f038",
    "metadata": {},
    "outputs": [],
@@ -1494,7 +1494,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 62,
    "id": "3168489b",
    "metadata": {},
    "outputs": [],
@@ -1533,7 +1533,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 63,
    "id": "62267fa3",
    "metadata": {},
    "outputs": [],
@@ -1543,7 +1543,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 64,
    "id": "5f8fa829",
    "metadata": {},
    "outputs": [],
@@ -1553,7 +1553,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 65,
    "id": "3d129b03",
    "metadata": {},
    "outputs": [],
@@ -1563,7 +1563,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 66,
    "id": "030179b6",
    "metadata": {},
    "outputs": [],
@@ -1573,7 +1573,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 67,
    "id": "d737b468",
    "metadata": {},
    "outputs": [],
@@ -1583,7 +1583,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 68,
    "id": "77a74879",
    "metadata": {},
    "outputs": [],
@@ -1593,7 +1593,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 69,
    "id": "0521d267",
    "metadata": {},
    "outputs": [],
@@ -1603,7 +1603,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 70,
    "id": "468a31e9",
    "metadata": {},
    "outputs": [],
@@ -1613,7 +1613,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 71,
    "id": "abbe3ebf",
    "metadata": {},
    "outputs": [],
@@ -1623,7 +1623,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 72,
    "id": "651295e4",
    "metadata": {},
    "outputs": [],
@@ -1644,7 +1644,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 73,
    "id": "0a4ee482",
    "metadata": {},
    "outputs": [],
@@ -1664,7 +1664,7 @@
   },
   {
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-   "execution_count": null,
+   "execution_count": 74,
    "id": "956ed6d7",
    "metadata": {
     "tags": []
@@ -1676,7 +1676,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 75,
    "id": "a994eaa6",
    "metadata": {
     "tags": []
@@ -1688,7 +1688,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 76,
    "id": "4318028d",
    "metadata": {
     "tags": []
@@ -1700,7 +1700,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 77,
    "id": "05208c8b",
    "metadata": {
     "tags": []
@@ -1733,7 +1733,7 @@
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   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 78,
    "id": "7eb85c5c",
    "metadata": {},
    "outputs": [],
@@ -1753,7 +1753,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 79,
    "id": "687a3e5a",
    "metadata": {
     "tags": []
@@ -1765,7 +1765,7 @@
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   {
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-   "execution_count": null,
+   "execution_count": 80,
    "id": "c49e9749",
    "metadata": {
     "tags": []
@@ -1777,7 +1777,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 81,
    "id": "8497dec4",
    "metadata": {
     "tags": []
@@ -1799,7 +1799,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 82,
    "id": "76be4d15",
    "metadata": {
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@@ -1838,7 +1838,7 @@
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   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 83,
    "id": "0bcba5fe",
    "metadata": {},
    "outputs": [],
@@ -1858,7 +1858,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 84,
    "id": "4b6656e6",
    "metadata": {
     "tags": []
@@ -1870,7 +1870,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 85,
    "id": "36d9e92a",
    "metadata": {
     "tags": []
@@ -1882,7 +1882,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 86,
    "id": "1d944b42",
    "metadata": {
     "tags": []
@@ -1894,7 +1894,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 87,
    "id": "63ec57c9",
    "metadata": {
     "tags": []
@@ -1924,7 +1924,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 88,
    "id": "4e067bfb",
    "metadata": {},
    "outputs": [],
@@ -1944,7 +1944,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 89,
    "id": "2a7c1c21",
    "metadata": {
     "tags": []
@@ -1956,7 +1956,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 90,
    "id": "5df00229",
    "metadata": {
     "tags": []
diff --git a/chapters/chap08.ipynb b/chapters/chap08.ipynb
index 1323762..0108312 100644
--- a/chapters/chap08.ipynb
+++ b/chapters/chap08.ipynb
@@ -862,7 +862,7 @@
    "id": "34c93df3",
    "metadata": {},
    "source": [
-    "The `endswidth` method checks whether a string ends with a given sequence of characters."
+    "The `endswith` method checks whether a string ends with a given sequence of characters."
    ]
   },
   {

From 3ae2ff0220806fd7dedf700cb4228348bbb703a3 Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Wed, 22 Jan 2025 13:14:18 -0500
Subject: [PATCH 37/60] Updating the zip file

---
 ThinkPythonNotebooks.zip | Bin 579404 -> 579477 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/ThinkPythonNotebooks.zip b/ThinkPythonNotebooks.zip
index b2edbef5fd72d6ef0791d5b52d8f12289ae8e4e4..399eaa47912696864c5f3c3b0beab0e0f0a06345 100644
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From c0622875baafe2b19d406b2b85ee24847898dd5d Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Tue, 28 Jan 2025 09:39:03 -0500
Subject: [PATCH 38/60] Updating the notebooks

---
 chapters/chap00.ipynb |  4 ++--
 chapters/chap10.ipynb | 12 ------------
 2 files changed, 2 insertions(+), 14 deletions(-)

diff --git a/chapters/chap00.ipynb b/chapters/chap00.ipynb
index 55b62c2..b42d9c0 100644
--- a/chapters/chap00.ipynb
+++ b/chapters/chap00.ipynb
@@ -171,9 +171,9 @@
     "\n",
     "If you are teaching with this book, here are some resources you might find useful.\n",
     "\n",
-    "* You can find notebooks with solutions to the exercises from <https://allendowney.github.io/ThinkPython>, along with links to the additional resources below.\n",
+    "* You can find notebooks with solutions to the exercises at <https://allendowney.github.io/ThinkPython>, along with links to the additional resources below.\n",
     "\n",
-    "* Quizzes for each chapter, and a summative quiz for the whole book, are available from [COMING SOON]\n",
+    "* Quizzes for each chapter, and a summative quiz for the whole book, are available on request.\n",
     "\n",
     "* *Teaching and Learning with Jupyter* is an online book with suggestions for using Jupyter effectively in the classroom. You can read the book at <https://jupyter4edu.github.io/jupyter-edu-book>\n",
     "\n",
diff --git a/chapters/chap10.ipynb b/chapters/chap10.ipynb
index 51dac26..5a0f8eb 100644
--- a/chapters/chap10.ipynb
+++ b/chapters/chap10.ipynb
@@ -611,18 +611,6 @@
     "The time it takes to find a key in a dictionary is almost constant -- regardless of the number of items."
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": 63,
-   "id": "aa079ed3",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "d = {'a': 1, 'b': 2}\n",
-    "d['a'] = 3\n",
-    "d"
-   ]
-  },
   {
    "cell_type": "markdown",
    "id": "b3bfa8a5",

From 1a14dace0632cb3396c5f74ffa8de856b24482e6 Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Tue, 28 Jan 2025 09:39:03 -0500
Subject: [PATCH 39/60] Updating the zip file

---
 ThinkPythonNotebooks.zip | Bin 579477 -> 579434 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/ThinkPythonNotebooks.zip b/ThinkPythonNotebooks.zip
index 399eaa47912696864c5f3c3b0beab0e0f0a06345..07539c066b1a05adc740e1122617f4eb47f99d9e 100644
GIT binary patch
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From cefe4ebb09f5123404e81f2e224bafb5d5a0fcfd Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Tue, 28 Jan 2025 09:45:46 -0500
Subject: [PATCH 40/60] Updating the notebooks

---
 chapters/chap18.ipynb | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/chapters/chap18.ipynb b/chapters/chap18.ipynb
index 2cc91a5..1955731 100644
--- a/chapters/chap18.ipynb
+++ b/chapters/chap18.ipynb
@@ -2027,9 +2027,9 @@
     "\n",
     "* \"How does `unittest` do test discovery?\"\n",
     "\n",
-    "\"Along with `assertEqual`, what are the most commonly used methods in `unittest.TestCase`?\"\n",
+    "* \"Along with `assertEqual`, what are the most commonly used methods in `unittest.TestCase`?\"\n",
     "\n",
-    "\"What are the pros and cons of `doctest` and `unittest`?\"\n",
+    "* \"What are the pros and cons of `doctest` and `unittest`?\"\n",
     "\n",
     "For the following exercises, consider asking an AI for help, but as always, remember to test the results."
    ]

From 6c568d1594b0cf69bbff8c9098676c06d9d7fdbb Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Tue, 28 Jan 2025 09:45:46 -0500
Subject: [PATCH 41/60] Updating the zip file

---
 ThinkPythonNotebooks.zip | Bin 579434 -> 579430 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/ThinkPythonNotebooks.zip b/ThinkPythonNotebooks.zip
index 07539c066b1a05adc740e1122617f4eb47f99d9e..a5bf99e15c98281578c1afb321e547e86a37f39f 100644
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From 13cd659777011a46cddd2a350d8b4ceddec80e3b Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Fri, 31 Jan 2025 09:22:05 -0500
Subject: [PATCH 42/60] Updating the notebooks

---
 chapters/chap10.ipynb | 10 ++++++++--
 1 file changed, 8 insertions(+), 2 deletions(-)

diff --git a/chapters/chap10.ipynb b/chapters/chap10.ipynb
index 5a0f8eb..5788be5 100644
--- a/chapters/chap10.ipynb
+++ b/chapters/chap10.ipynb
@@ -1797,10 +1797,16 @@
    "cell_type": "code",
    "execution_count": 70,
    "id": "e04a5c73",
-   "metadata": {},
+   "metadata": {
+    "tags": []
+   },
    "outputs": [],
    "source": [
-    "# Solution goes here"
+    "for word in word_list:\n",
+    "    if len(word) >= 8 and is_interlocking(word):\n",
+    "        first = word[0::2]\n",
+    "        second = word[1::2]\n",
+    "        print(word, first, second)"
    ]
   },
   {

From 2c7925f5160a63c8d04e4967b48cdf70a2e4467a Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Fri, 31 Jan 2025 09:22:05 -0500
Subject: [PATCH 43/60] Updating the zip file

---
 ThinkPythonNotebooks.zip | Bin 579430 -> 579467 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/ThinkPythonNotebooks.zip b/ThinkPythonNotebooks.zip
index a5bf99e15c98281578c1afb321e547e86a37f39f..34287ce1954d7fdba92e891792be28f43ced0e3a 100644
GIT binary patch
delta 6437
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From 33b5c9b7d49d74f695bc41bc122ec0080db91f16 Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Tue, 11 Feb 2025 19:14:55 -0500
Subject: [PATCH 44/60] Updating the notebooks

---
 chapters/chap07.ipynb | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/chapters/chap07.ipynb b/chapters/chap07.ipynb
index 6370e83..9d9c634 100644
--- a/chapters/chap07.ipynb
+++ b/chapters/chap07.ipynb
@@ -815,7 +815,7 @@
     "## Search\n",
     "\n",
     "Based on this simpler version of `has_e`, let's write a more general function called `uses_any` that takes a second parameter that is a string of letters.\n",
-    "If returns `True` if the word uses any of the letters and `False` otherwise."
+    "It returns `True` if the word uses any of the letters and `False` otherwise."
    ]
   },
   {
@@ -1076,7 +1076,7 @@
     " A variable used to count something, usually initialized to zero and then incremented.\n",
     "\n",
     "**linear search:**\n",
-    "A computational pattern that searches through a sequence of elements and stops what it finds what it is looking for.\n",
+    "A computational pattern that searches through a sequence of elements and stops when it finds what it is looking for.\n",
     "\n",
     "**pass:**\n",
     "If a test runs and the result is as expected, the test passes.\n",

From b8d5d02473f060ac627fae31857df5d9314ec551 Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Tue, 11 Feb 2025 19:14:55 -0500
Subject: [PATCH 45/60] Updating the zip file

---
 ThinkPythonNotebooks.zip | Bin 579467 -> 579467 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/ThinkPythonNotebooks.zip b/ThinkPythonNotebooks.zip
index 34287ce1954d7fdba92e891792be28f43ced0e3a..442b85f5407b0c732d7fb3dcf3bed074748ca57a 100644
GIT binary patch
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From 25c982444789eaca326ad613389b53c4dd39854b Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Wed, 12 Feb 2025 10:16:35 -0500
Subject: [PATCH 46/60] Updating the notebooks

---
 chapters/chap09.ipynb | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/chapters/chap09.ipynb b/chapters/chap09.ipynb
index 93f8fd6..0f3c3c8 100644
--- a/chapters/chap09.ipynb
+++ b/chapters/chap09.ipynb
@@ -1746,7 +1746,7 @@
    "id": "8fc79a2f",
    "metadata": {},
    "source": [
-    "Of if you want them in a string, you can use the `join` method."
+    "Or if you want them in a string, you can use the `join` method."
    ]
   },
   {

From 17be2f6e46c6b8b428231702a1ce926ee887c2da Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Wed, 12 Feb 2025 10:16:35 -0500
Subject: [PATCH 47/60] Updating the zip file

---
 ThinkPythonNotebooks.zip | Bin 579467 -> 579467 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/ThinkPythonNotebooks.zip b/ThinkPythonNotebooks.zip
index 442b85f5407b0c732d7fb3dcf3bed074748ca57a..e1e9469e04c356f21fae432b2180647bafbe193d 100644
GIT binary patch
delta 998
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From 5bebacb0de08c7702a4852b91850667bf9a753f9 Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Wed, 12 Feb 2025 20:44:12 -0500
Subject: [PATCH 48/60] Update

---
 jb/_config.yml | 15 ++++++++++++++-
 jb/_toc.yml    | 50 +++++++++++++++++++++++++++++---------------------
 2 files changed, 43 insertions(+), 22 deletions(-)

diff --git a/jb/_config.yml b/jb/_config.yml
index 245575a..f0b261f 100644
--- a/jb/_config.yml
+++ b/jb/_config.yml
@@ -1,5 +1,5 @@
 # Book settings
-title: Think Python, 3rd edition
+title: Think Python
 author: Allen B. Downey
 
 latex:
@@ -14,6 +14,19 @@ repository:
 html:
   use_repository_button: true
 
+  extra_footer: |
+    <div style="text-align: left;">
+      <a rel="license" href="https://creativecommons.org/licenses/by-nc-sa/4.0/">
+        <img alt="Creative Commons License" style="border-width:0"
+             src="https://i.creativecommons.org/l/by-nc-sa/4.0/88x31.png" />
+      </a>
+      <br />
+      This work is licensed under a
+      <a rel="license" href="https://creativecommons.org/licenses/by-nc-sa/4.0/">
+        Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License
+      </a>.
+    </div>
+
 parse:
   # myst_extended_syntax: true  # instead enable individual features below
   myst_enable_extensions:  # https://myst-parser.readthedocs.io/en/latest/using/syntax-optional.html
diff --git a/jb/_toc.yml b/jb/_toc.yml
index e5e3fd4..6a5c362 100644
--- a/jb/_toc.yml
+++ b/jb/_toc.yml
@@ -1,23 +1,31 @@
 format: jb-book
 root: index
-chapters:
-- file: chap00
-- file: chap01
-- file: chap02
-- file: chap03
-- file: chap04
-- file: chap05
-- file: chap06
-- file: chap07
-- file: chap08
-- file: chap09
-- file: chap10
-- file: chap11
-- file: chap12
-- file: chap13
-- file: chap14
-- file: chap15
-- file: chap16
-- file: chap17
-- file: chap18
-- file: chap19
+parts:
+- caption: Front Matter
+  chapters:
+  - file: chap00
+- caption: Chapters
+  numbered: True
+  chapters:
+    - file: chap01
+    - file: chap02
+    - file: chap03
+    - file: chap04
+    - file: chap05
+    - file: chap06
+    - file: chap07
+    - file: chap08
+    - file: chap09
+    - file: chap10
+    - file: chap11
+    - file: chap12
+    - file: chap13
+    - file: chap14
+    - file: chap15
+    - file: chap16
+    - file: chap17
+    - file: chap18
+    - file: chap19
+- caption: End Matter
+  chapters:
+  - file: blank

From d56f0f50c8bd6e8b5b81b4de99fe9433b90c91d7 Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Wed, 12 Feb 2025 20:44:33 -0500
Subject: [PATCH 49/60] Updating the notebooks

---
 chapters/chap09.ipynb |  2 +-
 chapters/chap10.ipynb | 42 +++++++++++++++++++++---------------------
 2 files changed, 22 insertions(+), 22 deletions(-)

diff --git a/chapters/chap09.ipynb b/chapters/chap09.ipynb
index 0f3c3c8..755c656 100644
--- a/chapters/chap09.ipynb
+++ b/chapters/chap09.ipynb
@@ -895,7 +895,7 @@
    "id": "f90bd9ea",
    "metadata": {},
    "source": [
-    "The result it a list.\n",
+    "The result is a list.\n",
     "To convert the list to a string, we can use `join`."
    ]
   },
diff --git a/chapters/chap10.ipynb b/chapters/chap10.ipynb
index 5788be5..5c12688 100644
--- a/chapters/chap10.ipynb
+++ b/chapters/chap10.ipynb
@@ -477,7 +477,7 @@
    "metadata": {},
    "source": [
     "The following function loops through the words in the list.\n",
-    "For each one, it reverses the letters and then checks whether the reversed word in the word list."
+    "For each one, it reverses the letters and then checks whether the reversed word is in the word list."
    ]
   },
   {
@@ -505,6 +505,17 @@
     "If it doesn't find what it's looking for -- which happens most of the time -- it has to search all the way to the end."
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "fac41347",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "To measure how long a function takes, we can use `%time` which is one of Jupyter's \"built-in magic commands\".\n",
+    "These commands are not part of the Python language, so they might not work in other development environments."
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 58,
@@ -590,6 +601,15 @@
     "This function takes less than one hundredth of a second, so it's about 10,000 times faster than the previous version."
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "4cd91c99",
+   "metadata": {},
+   "source": [
+    "In general, the time it takes to find an element in a list is proportional to the length of the list.\n",
+    "The time it takes to find a key in a dictionary is almost constant -- regardless of the number of items."
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 62,
@@ -602,15 +622,6 @@
     "%time much_faster()"
    ]
   },
-  {
-   "cell_type": "markdown",
-   "id": "4cd91c99",
-   "metadata": {},
-   "source": [
-    "In general, the time it takes to find an element in a list is proportional to the length of the list.\n",
-    "The time it takes to find a key in a dictionary is almost constant -- regardless of the number of items."
-   ]
-  },
   {
    "cell_type": "markdown",
    "id": "b3bfa8a5",
@@ -1201,17 +1212,6 @@
     "In the notebook for this chapter, you'll see where these measurements come from."
    ]
   },
-  {
-   "cell_type": "markdown",
-   "id": "c6f39f84",
-   "metadata": {
-    "tags": []
-   },
-   "source": [
-    "To measure how long a function takes, we can use `%time` which is one of Jupyter's \"built-in magic commands\".\n",
-    "These commands are not part of the Python language, so they might not work in other development environments."
-   ]
-  },
   {
    "cell_type": "code",
    "execution_count": 50,

From dfba6768557da4ed66e015302a608876988e2432 Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Wed, 12 Feb 2025 20:44:33 -0500
Subject: [PATCH 50/60] Updating the zip file

---
 ThinkPythonNotebooks.zip | Bin 579467 -> 579465 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/ThinkPythonNotebooks.zip b/ThinkPythonNotebooks.zip
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JwH657>A#`eBTfJS


From af6435b8651b147a1fe3d11cb7e7ca2a72f2e0ef Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Sat, 15 Feb 2025 20:03:06 -0500
Subject: [PATCH 51/60] Updating the notebooks

---
 chapters/chap13.ipynb |   9 +-
 chapters/chap14.ipynb |  12 +--
 chapters/chap15.ipynb |   4 +-
 chapters/chap16.ipynb | 202 +++++++++---------------------------------
 chapters/chap17.ipynb |   4 +-
 chapters/chap18.ipynb |   5 +-
 6 files changed, 57 insertions(+), 179 deletions(-)

diff --git a/chapters/chap13.ipynb b/chapters/chap13.ipynb
index b826989..a5b20d6 100644
--- a/chapters/chap13.ipynb
+++ b/chapters/chap13.ipynb
@@ -1587,9 +1587,7 @@
   {
    "cell_type": "markdown",
    "id": "85844afb",
-   "metadata": {
-    "tags": []
-   },
+   "metadata": {},
    "source": [
     "Here's an outline of the function to get you started."
    ]
@@ -1601,7 +1599,10 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "# Solution goes here"
+    "def replace_all(old, new, source_path, dest_path):\n",
+    "    # read the contents of the source file\n",
+    "    # replace the old string with the new\n",
+    "    # write the result into the destination file"
    ]
   },
   {
diff --git a/chapters/chap14.ipynb b/chapters/chap14.ipynb
index b71f706..2236a58 100644
--- a/chapters/chap14.ipynb
+++ b/chapters/chap14.ipynb
@@ -359,7 +359,7 @@
    "metadata": {},
    "source": [
     "It might be surprising that the parameters have the same names as the attributes, but that's a common way to write a function like this.\n",
-    "Here's how we use `make_time` to create a `Time` object.`"
+    "Here's how we use `make_time` to create a `Time` object."
    ]
   },
   {
@@ -981,7 +981,7 @@
    "metadata": {},
    "source": [
     "The result is the number of seconds since the beginning of the day.\n",
-    "For example, `01:01:01` is `1` hour, `1` minute and `1` second from the beginning of the day, with is the sum of `3600` seconds, `60` seconds, and `1` second."
+    "For example, `01:01:01` is `1` hour, `1` minute and `1` second from the beginning of the day, which is the sum of `3600` seconds, `60` seconds, and `1` second."
    ]
   },
   {
@@ -1307,14 +1307,6 @@
     "Also, in this chapter we saw one example of a format specifier. For more information, ask \"What format specifiers can be used in a Python f-string?\""
    ]
   },
-  {
-   "cell_type": "markdown",
-   "id": "c85eab62",
-   "metadata": {},
-   "source": [
-    "## Exercises\n"
-   ]
-  },
   {
    "cell_type": "markdown",
    "id": "bcdab7d6",
diff --git a/chapters/chap15.ipynb b/chapters/chap15.ipynb
index 91d1271..39bebc0 100644
--- a/chapters/chap15.ipynb
+++ b/chapters/chap15.ipynb
@@ -983,9 +983,9 @@
     "\n",
     "2. Write an `__init__` method that takes `year`, `month`, and `day` as parameters and assigns the parameters to attributes. Create an object that represents June 22, 1933.\n",
     "\n",
-    "2. Write `__str__` method that uses an f-string to format the attributes and returns the result. If you test it with the `Date` you created, the result should be `1933-06-22`.\n",
+    "3. Write `__str__` method that uses an f-string to format the attributes and returns the result. If you test it with the `Date` you created, the result should be `1933-06-22`.\n",
     "\n",
-    "3. Write a method called `is_after` that takes two `Date` objects and returns `True` if the first comes after the second. Create a second object that represents September 17, 1933, and check whether it comes after the first object.\n",
+    "4. Write a method called `is_after` that takes two `Date` objects and returns `True` if the first comes after the second. Create a second object that represents September 17, 1933, and check whether it comes after the first object.\n",
     "\n",
     "Hint: You might find it useful write a method called `to_tuple` that returns a tuple that contains the attributes of a `Date` object in year-month-day order."
    ]
diff --git a/chapters/chap16.ipynb b/chapters/chap16.ipynb
index 01fd85b..57f3d41 100644
--- a/chapters/chap16.ipynb
+++ b/chapters/chap16.ipynb
@@ -1279,9 +1279,7 @@
   {
    "cell_type": "markdown",
    "id": "2e488e0f",
-   "metadata": {
-    "tags": []
-   },
+   "metadata": {},
    "source": [
     "You can use the following outline to get started."
    ]
@@ -1290,9 +1288,7 @@
    "cell_type": "code",
    "execution_count": 49,
    "id": "92c07380",
-   "metadata": {
-    "tags": []
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "%%add_method_to Line\n",
@@ -1310,22 +1306,13 @@
    },
    "outputs": [],
    "source": [
-    "%%add_method_to Line\n",
-    "\n",
-    "def __eq__(self, other):\n",
-    "    if (self.p1 == other.p1) and (self.p2 == other.p2):\n",
-    "        return True\n",
-    "    if (self.p1 == other.p2) and (self.p2 == other.p1):\n",
-    "        return True\n",
-    "    return False"
+    "# Solution goes here"
    ]
   },
   {
    "cell_type": "markdown",
    "id": "3a44e45a",
-   "metadata": {
-    "tags": []
-   },
+   "metadata": {},
    "source": [
     "You can use these examples to test your code."
    ]
@@ -1334,9 +1321,7 @@
    "cell_type": "code",
    "execution_count": 51,
    "id": "aa086dd1",
-   "metadata": {
-    "tags": []
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "start1 = Point(0, 0)\n",
@@ -1347,9 +1332,7 @@
   {
    "cell_type": "markdown",
    "id": "e825f049",
-   "metadata": {
-    "tags": []
-   },
+   "metadata": {},
    "source": [
     "This example should be `True` because the `Line` objects refer to `Point` objects that are equivalent, in the same order."
    ]
@@ -1358,9 +1341,7 @@
    "cell_type": "code",
    "execution_count": 52,
    "id": "857cba26",
-   "metadata": {
-    "tags": []
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "line_a = Line(start1, end)\n",
@@ -1382,9 +1363,7 @@
    "cell_type": "code",
    "execution_count": 53,
    "id": "b45def0a",
-   "metadata": {
-    "tags": []
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "line_c = Line(end, start1)\n",
@@ -1394,9 +1373,7 @@
   {
    "cell_type": "markdown",
    "id": "8c9c787b",
-   "metadata": {
-    "tags": []
-   },
+   "metadata": {},
    "source": [
     "Equivalence should always be transitive -- that is, if `line_a` and `line_b` are equivalent, and `line_a` and `line_c` are equivalent, then `line_b` and `line_c` should also be equivalent."
    ]
@@ -1405,9 +1382,7 @@
    "cell_type": "code",
    "execution_count": 54,
    "id": "9784300c",
-   "metadata": {
-    "tags": []
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "line_b == line_c     # should be True"
@@ -1416,9 +1391,7 @@
   {
    "cell_type": "markdown",
    "id": "d4f385fa",
-   "metadata": {
-    "tags": []
-   },
+   "metadata": {},
    "source": [
     "This example should be `False` because the `Line` objects refer to `Point` objects that are not equivalent."
    ]
@@ -1427,9 +1400,7 @@
    "cell_type": "code",
    "execution_count": 55,
    "id": "5435c8e4",
-   "metadata": {
-    "tags": []
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "line_d = Line(start1, start2)\n",
@@ -1449,9 +1420,7 @@
   {
    "cell_type": "markdown",
    "id": "b8c52d19",
-   "metadata": {
-    "tags": []
-   },
+   "metadata": {},
    "source": [
     "You can use the following outline to get started."
    ]
@@ -1460,9 +1429,7 @@
    "cell_type": "code",
    "execution_count": 56,
    "id": "f377afbb",
-   "metadata": {
-    "tags": []
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "%%add_method_to Line\n",
@@ -1480,20 +1447,13 @@
    },
    "outputs": [],
    "source": [
-    "%%add_method_to Line\n",
-    "\n",
-    "    def midpoint(self):\n",
-    "        mid_x = (self.p1.x + self.p2.x) / 2\n",
-    "        mid_y = (self.p1.y + self.p2.y) / 2\n",
-    "        return Point(mid_x, mid_y)"
+    "# Solution goes here"
    ]
   },
   {
    "cell_type": "markdown",
    "id": "4df69a9f",
-   "metadata": {
-    "tags": []
-   },
+   "metadata": {},
    "source": [
     "You can use the following examples to test your code and draw the result."
    ]
@@ -1502,9 +1462,7 @@
    "cell_type": "code",
    "execution_count": 58,
    "id": "0d603aa3",
-   "metadata": {
-    "tags": []
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "start = Point(0, 0)\n",
@@ -1518,9 +1476,7 @@
    "cell_type": "code",
    "execution_count": 59,
    "id": "647d0982",
-   "metadata": {
-    "tags": []
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "mid1 = line1.midpoint()\n",
@@ -1531,9 +1487,7 @@
    "cell_type": "code",
    "execution_count": 60,
    "id": "e351bea3",
-   "metadata": {
-    "tags": []
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "mid2 = line2.midpoint()\n",
@@ -1544,9 +1498,7 @@
    "cell_type": "code",
    "execution_count": 61,
    "id": "5ad5a076",
-   "metadata": {
-    "tags": []
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "line3 = Line(mid1, mid2)"
@@ -1556,9 +1508,7 @@
    "cell_type": "code",
    "execution_count": 62,
    "id": "8effaff0",
-   "metadata": {
-    "tags": []
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "make_turtle()\n",
@@ -1580,9 +1530,7 @@
   {
    "cell_type": "markdown",
    "id": "c586a3ed",
-   "metadata": {
-    "tags": []
-   },
+   "metadata": {},
    "source": [
     "You can use the following outline to get started."
    ]
@@ -1591,9 +1539,7 @@
    "cell_type": "code",
    "execution_count": 63,
    "id": "d94a6350",
-   "metadata": {
-    "tags": []
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "%%add_method_to Rectangle\n",
@@ -1611,20 +1557,13 @@
    },
    "outputs": [],
    "source": [
-    "%%add_method_to Rectangle\n",
-    "\n",
-    "    def midpoint(self):\n",
-    "        mid_x = self.corner.x + self.width / 2\n",
-    "        mid_y = self.corner.y + self.height / 2\n",
-    "        return Point(mid_x, mid_y)"
+    "# Solution goes here"
    ]
   },
   {
    "cell_type": "markdown",
    "id": "d186c84b",
-   "metadata": {
-    "tags": []
-   },
+   "metadata": {},
    "source": [
     "You can use the following example to test your code."
    ]
@@ -1633,9 +1572,7 @@
    "cell_type": "code",
    "execution_count": 65,
    "id": "4aec759c",
-   "metadata": {
-    "tags": []
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "corner = Point(30, 20)\n",
@@ -1646,9 +1583,7 @@
    "cell_type": "code",
    "execution_count": 66,
    "id": "7ec3339d",
-   "metadata": {
-    "tags": []
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "mid = rectangle.midpoint()\n",
@@ -1659,9 +1594,7 @@
    "cell_type": "code",
    "execution_count": 67,
    "id": "326dbf24",
-   "metadata": {
-    "tags": []
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "diagonal = Line(corner, mid)"
@@ -1671,9 +1604,7 @@
    "cell_type": "code",
    "execution_count": 68,
    "id": "4da710d4",
-   "metadata": {
-    "tags": []
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "make_turtle()\n",
@@ -1701,9 +1632,7 @@
   {
    "cell_type": "markdown",
    "id": "29e994c6",
-   "metadata": {
-    "tags": []
-   },
+   "metadata": {},
    "source": [
     "You can use this outline to get started."
    ]
@@ -1712,9 +1641,7 @@
    "cell_type": "code",
    "execution_count": 69,
    "id": "30cc0726",
-   "metadata": {
-    "tags": []
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "%%add_method_to Rectangle\n",
@@ -1732,24 +1659,13 @@
    },
    "outputs": [],
    "source": [
-    "%%add_method_to Rectangle\n",
-    "\n",
-    "    def make_cross(self):\n",
-    "        midpoints = []\n",
-    "\n",
-    "        for line in self.make_lines():\n",
-    "            midpoints.append(line.midpoint())\n",
-    "\n",
-    "        p1, p2, p3, p4 = midpoints\n",
-    "        return Line(p1, p3), Line(p2, p4)"
+    "# Solution goes here"
    ]
   },
   {
    "cell_type": "markdown",
    "id": "970fcbca",
-   "metadata": {
-    "tags": []
-   },
+   "metadata": {},
    "source": [
     "You can use the following example to test your code."
    ]
@@ -1758,9 +1674,7 @@
    "cell_type": "code",
    "execution_count": 71,
    "id": "2afd718c",
-   "metadata": {
-    "tags": []
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "corner = Point(30, 20)\n",
@@ -1771,9 +1685,7 @@
    "cell_type": "code",
    "execution_count": 72,
    "id": "b7bdb467",
-   "metadata": {
-    "tags": []
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "lines = rectangle.make_cross()"
@@ -1783,9 +1695,7 @@
    "cell_type": "code",
    "execution_count": 73,
    "id": "9d09b2c3",
-   "metadata": {
-    "tags": []
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "make_turtle()\n",
@@ -1809,9 +1719,7 @@
   {
    "cell_type": "markdown",
    "id": "cb1b24a3",
-   "metadata": {
-    "tags": []
-   },
+   "metadata": {},
    "source": [
     "You can use the following function, which is a version of the `circle` function we wrote in Chapter 4."
    ]
@@ -1820,9 +1728,7 @@
    "cell_type": "code",
    "execution_count": 74,
    "id": "b3d2328f",
-   "metadata": {
-    "tags": []
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "from jupyturtle import make_turtle, forward, left, right\n",
@@ -1852,9 +1758,7 @@
   {
    "cell_type": "markdown",
    "id": "b4325143",
-   "metadata": {
-    "tags": []
-   },
+   "metadata": {},
    "source": [
     "You can use the following example to test your code.\n",
     "We'll start with a square `Rectangle` with width and height `100`."
@@ -1864,9 +1768,7 @@
    "cell_type": "code",
    "execution_count": 76,
    "id": "49074ed5",
-   "metadata": {
-    "tags": []
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "corner = Point(20, 20)\n",
@@ -1876,9 +1778,7 @@
   {
    "cell_type": "markdown",
    "id": "2cdecfa9",
-   "metadata": {
-    "tags": []
-   },
+   "metadata": {},
    "source": [
     "The following code should create a `Circle` that fits inside the square."
    ]
@@ -1887,9 +1787,7 @@
    "cell_type": "code",
    "execution_count": 77,
    "id": "d65a9163",
-   "metadata": {
-    "tags": []
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "center = rectangle.midpoint()\n",
@@ -1902,9 +1800,7 @@
   {
    "cell_type": "markdown",
    "id": "37e94d98",
-   "metadata": {
-    "tags": []
-   },
+   "metadata": {},
    "source": [
     "If everything worked correctly, the following code should draw the circle inside the square (touching on all four sides)."
    ]
@@ -1913,9 +1809,7 @@
    "cell_type": "code",
    "execution_count": 78,
    "id": "e3b23b4d",
-   "metadata": {
-    "tags": []
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "make_turtle(delay=0.01)\n",
@@ -1924,14 +1818,6 @@
     "circle.draw()"
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "48abaaae",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
   {
    "cell_type": "markdown",
    "id": "a7f4edf8",
diff --git a/chapters/chap17.ipynb b/chapters/chap17.ipynb
index 7dadbc2..c26b8b7 100644
--- a/chapters/chap17.ipynb
+++ b/chapters/chap17.ipynb
@@ -1740,7 +1740,7 @@
     "* `get_rank_counts` does the same thing with the ranks of the cards, returning a dictionary that maps from each rank code to the number of times it appears.\n",
     "\n",
     "All of the exercises that follow can be done using only the Python features we have learned so far, but some of them are more difficult than most of the previous exercises.\n",
-    "I encourage you to ask an AI for help.\n",
+    "I encourage you to ask a virtual assistant for help.\n",
     "\n",
     "For problems like this, it often works well to ask for general advice about strategies and algorithms.\n",
     "Then you can either write the code yourself or ask for code.\n",
@@ -1934,7 +1934,7 @@
     "Write a method called `has_straight` that checks whether a hand contains a straight, which is a set of five cards with consecutive ranks.\n",
     "For example, if a hand contains ranks `5`, `6`, `7`, `8`, and `9`, it contains a straight.\n",
     "\n",
-    "An Ace can come before a two or after a King, so `Ace`, `2`, `3`, `4`, `5` is a straight and so it `10`, `Jack`, `Queen`, `King`, `Ace`.\n",
+    "An Ace can come before a two or after a King, so `Ace`, `2`, `3`, `4`, `5` is a straight and so is `10`, `Jack`, `Queen`, `King`, `Ace`.\n",
     "But a straight cannot \"wrap around\", so `King`, `Ace`, `2`, `3`, `4` is not a straight."
    ]
   },
diff --git a/chapters/chap18.ipynb b/chapters/chap18.ipynb
index 1955731..41d5fc1 100644
--- a/chapters/chap18.ipynb
+++ b/chapters/chap18.ipynb
@@ -2013,7 +2013,6 @@
     "### Ask a virtual assistant\n",
     "\n",
     "There are a few topics in this chapter you might want to learn about.\n",
-    "Here are some question to ask an AI.\n",
     "\n",
     "* \"What are the methods and operators of Python's set class?\"\n",
     "\n",
@@ -2031,7 +2030,7 @@
     "\n",
     "* \"What are the pros and cons of `doctest` and `unittest`?\"\n",
     "\n",
-    "For the following exercises, consider asking an AI for help, but as always, remember to test the results."
+    "For the following exercises, consider asking a virtual assistant for help, but as always, remember to test the results."
    ]
   },
   {
@@ -2064,7 +2063,7 @@
    "metadata": {},
    "source": [
     "Write a version of this function that uses `set` operations instead of a `for` loop.\n",
-    "Hint: ask an AI \"How do I compute the intersection of Python sets?\""
+    "Hint: ask a VA, \"How do I compute the intersection of Python sets?\""
    ]
   },
   {

From 34d7c6405ae89cdc756629d0ca2f28f4bbd24b6d Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Sat, 15 Feb 2025 20:03:07 -0500
Subject: [PATCH 52/60] Updating the zip file

---
 ThinkPythonNotebooks.zip | Bin 579465 -> 579250 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/ThinkPythonNotebooks.zip b/ThinkPythonNotebooks.zip
index bf4c23cb14ef7cdc438b26e7632dc862a3f5d329..e5eed7a470f863b4963935d7a87c7b9d800bf2a0 100644
GIT binary patch
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From f3620aaf4679114c32d533ec2736576f4cfd34cd Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Sun, 16 Feb 2025 09:28:02 -0500
Subject: [PATCH 53/60] Updating the notebooks

---
 chapters/chap13.ipynb | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/chapters/chap13.ipynb b/chapters/chap13.ipynb
index a5b20d6..ba90420 100644
--- a/chapters/chap13.ipynb
+++ b/chapters/chap13.ipynb
@@ -1601,8 +1601,12 @@
    "source": [
     "def replace_all(old, new, source_path, dest_path):\n",
     "    # read the contents of the source file\n",
+    "    reader = open(source_path)\n",
+    "\n",
     "    # replace the old string with the new\n",
-    "    # write the result into the destination file"
+    "    \n",
+    "    # write the result into the destination file\n",
+    "    "
    ]
   },
   {

From c578daea3421ad66726a7f7e9973a19e66c98fde Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Sun, 16 Feb 2025 09:28:02 -0500
Subject: [PATCH 54/60] Updating the zip file

---
 ThinkPythonNotebooks.zip | Bin 579250 -> 579259 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/ThinkPythonNotebooks.zip b/ThinkPythonNotebooks.zip
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From 2e20e9fe7076eabe66a4451564de5e256b3fe076 Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Wed, 4 Jun 2025 17:34:16 -0400
Subject: [PATCH 55/60] Updating the notebooks

---
 chapters/chap12.ipynb | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/chapters/chap12.ipynb b/chapters/chap12.ipynb
index f3f7b19..cb9b780 100644
--- a/chapters/chap12.ipynb
+++ b/chapters/chap12.ipynb
@@ -1827,7 +1827,7 @@
    "metadata": {},
    "source": [
     "Dictionaries provide a method called `setdefault` that we can use to do the same thing more concisely.\n",
-    "Ask a virtual assistant how it works, or copy `add_word` into a virtual assistant and ask \"Can you rewrite this using `setdefault`?\"\n",
+    "Ask a virtual assistant how it works, or copy `add_bigram` into a virtual assistant and ask \"Can you rewrite this using `setdefault`?\"\n",
     "\n",
     "In this chapter we implemented Markov chain text analysis and generation.\n",
     "If you are curious, you can ask a virtual assistant for more information on the topic.\n",

From c4863203e08ffdb16d54a83e3600c8b19506a583 Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Wed, 4 Jun 2025 17:34:17 -0400
Subject: [PATCH 56/60] Updating the zip file

---
 ThinkPythonNotebooks.zip | Bin 579259 -> 579256 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/ThinkPythonNotebooks.zip b/ThinkPythonNotebooks.zip
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From f1ee03f63ad02d708259f706f1d7387c22d081ba Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Wed, 4 Jun 2025 17:43:41 -0400
Subject: [PATCH 57/60] Updating the notebooks

---
 chapters/chap10.ipynb | 2 +-
 chapters/chap12.ipynb | 4 ++--
 chapters/chap14.ipynb | 2 +-
 chapters/chap15.ipynb | 2 +-
 4 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/chapters/chap10.ipynb b/chapters/chap10.ipynb
index 5c12688..e1de3af 100644
--- a/chapters/chap10.ipynb
+++ b/chapters/chap10.ipynb
@@ -1559,7 +1559,7 @@
    "source": [
     "### Exercise\n",
     "\n",
-    "Write function called `find_repeats` that takes a dictionary that maps from each key to a counter, like the result from `value_counts`.\n",
+    "Write a function called `find_repeats` that takes a dictionary that maps from each key to a counter, like the result from `value_counts`.\n",
     "It should loop through the dictionary and return a list of keys that have counts greater than `1`.\n",
     "You can use the following outline to get started."
    ]
diff --git a/chapters/chap12.ipynb b/chapters/chap12.ipynb
index cb9b780..49c55ce 100644
--- a/chapters/chap12.ipynb
+++ b/chapters/chap12.ipynb
@@ -520,7 +520,7 @@
     "\n",
     "* `key=second_element` means the items will be sorted according to the frequencies of the words.\n",
     "\n",
-    "* `reverse=True` means they items will be sorted in reverse order, with the most frequent words first."
+    "* `reverse=True` means the items will be sorted in reverse order, with the most frequent words first."
    ]
   },
   {
@@ -730,7 +730,7 @@
    "id": "22becbab",
    "metadata": {},
    "source": [
-    "The we'll store the words as keys in a dictionary so we can use the `in` operator to check quickly whether a word is valid."
+    "Then we'll store the words as keys in a dictionary so we can use the `in` operator to check quickly whether a word is valid."
    ]
   },
   {
diff --git a/chapters/chap14.ipynb b/chapters/chap14.ipynb
index 2236a58..f0f9998 100644
--- a/chapters/chap14.ipynb
+++ b/chapters/chap14.ipynb
@@ -907,7 +907,7 @@
     "    \n",
     "    carry, time.second = divmod(time.second, 60)\n",
     "    carry, time.minute = divmod(time.minute + carry, 60)\n",
-    "    carry, time.hour = divmod(time.hour + carry, 60)"
+    "    carry, time.hour = divmod(time.hour + carry, 24)"
    ]
   },
   {
diff --git a/chapters/chap15.ipynb b/chapters/chap15.ipynb
index 39bebc0..52fb9c8 100644
--- a/chapters/chap15.ipynb
+++ b/chapters/chap15.ipynb
@@ -604,7 +604,7 @@
    "id": "e01e9673",
    "metadata": {},
    "source": [
-    "## The __init__ method\n",
+    "## The init method\n",
     "\n",
     "The most special of the special methods is `__init__`, so-called because it initializes the attributes of a new object.\n",
     "An `__init__` method for the `Time` class might look like this:"

From 38462ce925df86fb8015cc1e0c4873f5e237f9b2 Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Wed, 4 Jun 2025 17:43:41 -0400
Subject: [PATCH 58/60] Updating the zip file

---
 ThinkPythonNotebooks.zip | Bin 579256 -> 579251 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/ThinkPythonNotebooks.zip b/ThinkPythonNotebooks.zip
index 88767d9bee4146cefdf1edc2d947d90e8a46ed73..4be25fae6d89b5d67784f9163742d7ff4875de68 100644
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From ad9ecf29fff9796e465ff176704facd6f40498f6 Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Mon, 12 Jan 2026 16:32:12 -0500
Subject: [PATCH 59/60] Updating the notebooks

---
 chapters/chap00.ipynb |   2 +-
 chapters/chap10.ipynb |   2 +-
 chapters/chap12.ipynb | 170 +++++++++++++++++++++---------------------
 chapters/chap15.ipynb |  22 +++---
 chapters/chap16.ipynb |   2 +-
 chapters/chap18.ipynb |   2 +-
 6 files changed, 100 insertions(+), 100 deletions(-)

diff --git a/chapters/chap00.ipynb b/chapters/chap00.ipynb
index b42d9c0..e7c283c 100644
--- a/chapters/chap00.ipynb
+++ b/chapters/chap00.ipynb
@@ -50,7 +50,7 @@
     "\n",
     "Writing this book, I tried to be careful with the vocabulary.\n",
     "I define each term when it first appears.\n",
-    "And there is a glossary that the end of each chapter that reviews the terms that were introduced.\n",
+    "And there is a glossary at the end of each chapter that reviews the terms that were introduced.\n",
     "\n",
     "I also tried to be concise.\n",
     "The less mental effort it takes to read the book, the more capacity you will have for programming.\n",
diff --git a/chapters/chap10.ipynb b/chapters/chap10.ipynb
index e1de3af..742da86 100644
--- a/chapters/chap10.ipynb
+++ b/chapters/chap10.ipynb
@@ -1364,7 +1364,7 @@
    "id": "170f1deb",
    "metadata": {},
    "source": [
-    "### Ask an assistant\n",
+    "### Ask a virtual assistant\n",
     "\n",
     "In this chapter, I said the keys in a dictionary have to be hashable and I gave a short explanation. If you would like more details, ask a virtual assistant, \"Why do keys in Python dictionaries have to be hashable?\"\n",
     "\n",
diff --git a/chapters/chap12.ipynb b/chapters/chap12.ipynb
index 49c55ce..f2d5d23 100644
--- a/chapters/chap12.ipynb
+++ b/chapters/chap12.ipynb
@@ -80,7 +80,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 2,
    "id": "4cd1c980",
    "metadata": {
     "tags": []
@@ -103,7 +103,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 3,
    "id": "52ebfe94",
    "metadata": {
     "tags": []
@@ -116,7 +116,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 4,
    "id": "49cfc352",
    "metadata": {
     "tags": []
@@ -142,7 +142,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 5,
    "id": "44e53ce6",
    "metadata": {},
    "outputs": [],
@@ -152,7 +152,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 6,
    "id": "50d1fafa",
    "metadata": {
     "tags": []
@@ -173,7 +173,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 7,
    "id": "16d24028",
    "metadata": {},
    "outputs": [],
@@ -201,7 +201,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 88,
+   "execution_count": 8,
    "id": "1668e6bd",
    "metadata": {},
    "outputs": [],
@@ -241,7 +241,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 9,
    "id": "ed5f0a43",
    "metadata": {},
    "outputs": [],
@@ -261,7 +261,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 10,
    "id": "a9df2aeb",
    "metadata": {},
    "outputs": [],
@@ -283,7 +283,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 11,
    "id": "b138b123",
    "metadata": {},
    "outputs": [],
@@ -305,7 +305,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 12,
    "id": "fe65df44",
    "metadata": {},
    "outputs": [],
@@ -324,7 +324,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 13,
    "id": "b47a87cf",
    "metadata": {},
    "outputs": [],
@@ -347,7 +347,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 14,
    "id": "348949be",
    "metadata": {},
    "outputs": [],
@@ -366,7 +366,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 15,
    "id": "06121901",
    "metadata": {},
    "outputs": [],
@@ -385,7 +385,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 16,
    "id": "881ed9f8",
    "metadata": {},
    "outputs": [],
@@ -403,7 +403,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 17,
    "id": "ab5d2fed",
    "metadata": {},
    "outputs": [],
@@ -421,7 +421,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 18,
    "id": "2fdfb936",
    "metadata": {},
    "outputs": [],
@@ -446,7 +446,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 19,
    "id": "3104d191",
    "metadata": {},
    "outputs": [],
@@ -474,7 +474,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 20,
    "id": "4fba7d1c",
    "metadata": {},
    "outputs": [],
@@ -502,7 +502,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": 21,
    "id": "4be34c95",
    "metadata": {},
    "outputs": [],
@@ -525,7 +525,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": 22,
    "id": "8efe7c4c",
    "metadata": {},
    "outputs": [],
@@ -543,7 +543,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 25,
+   "execution_count": 23,
    "id": "79c17341",
    "metadata": {},
    "outputs": [],
@@ -574,7 +574,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 26,
+   "execution_count": 24,
    "id": "838bcb4f",
    "metadata": {},
    "outputs": [],
@@ -593,7 +593,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 27,
+   "execution_count": 25,
    "id": "90c45e7e",
    "metadata": {},
    "outputs": [],
@@ -617,7 +617,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 28,
+   "execution_count": 26,
    "id": "e106be95",
    "metadata": {},
    "outputs": [],
@@ -635,7 +635,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 29,
+   "execution_count": 27,
    "id": "8101a510",
    "metadata": {},
    "outputs": [],
@@ -655,7 +655,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 30,
+   "execution_count": 28,
    "id": "c046117b",
    "metadata": {
     "tags": []
@@ -697,7 +697,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 31,
+   "execution_count": 29,
    "id": "edd8ff1c",
    "metadata": {
     "tags": []
@@ -717,7 +717,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 32,
+   "execution_count": 30,
    "id": "67ef3e08",
    "metadata": {},
    "outputs": [],
@@ -735,7 +735,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 33,
+   "execution_count": 31,
    "id": "471d58e9",
    "metadata": {},
    "outputs": [],
@@ -755,7 +755,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 34,
+   "execution_count": 32,
    "id": "4d4c3538",
    "metadata": {},
    "outputs": [],
@@ -778,7 +778,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 35,
+   "execution_count": 33,
    "id": "8b42e014",
    "metadata": {},
    "outputs": [],
@@ -796,7 +796,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 36,
+   "execution_count": 34,
    "id": "f48be152",
    "metadata": {},
    "outputs": [],
@@ -817,7 +817,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 37,
+   "execution_count": 35,
    "id": "5716f967",
    "metadata": {},
    "outputs": [],
@@ -838,7 +838,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 38,
+   "execution_count": 36,
    "id": "b37219f5",
    "metadata": {},
    "outputs": [],
@@ -880,7 +880,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 39,
+   "execution_count": 37,
    "id": "75b548a9",
    "metadata": {},
    "outputs": [],
@@ -890,7 +890,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 40,
+   "execution_count": 38,
    "id": "2bfa31ae",
    "metadata": {
     "tags": []
@@ -913,7 +913,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 41,
+   "execution_count": 39,
    "id": "6f5d5c1c",
    "metadata": {},
    "outputs": [],
@@ -932,7 +932,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 42,
+   "execution_count": 40,
    "id": "1445068b",
    "metadata": {},
    "outputs": [],
@@ -952,7 +952,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 43,
+   "execution_count": 41,
    "id": "4fc47ecd",
    "metadata": {
     "tags": []
@@ -974,7 +974,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 44,
+   "execution_count": 42,
    "id": "91ae9d4c",
    "metadata": {},
    "outputs": [],
@@ -993,7 +993,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 45,
+   "execution_count": 43,
    "id": "8bf595c1",
    "metadata": {},
    "outputs": [],
@@ -1016,7 +1016,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 46,
+   "execution_count": 44,
    "id": "22953b65",
    "metadata": {},
    "outputs": [],
@@ -1034,7 +1034,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 47,
+   "execution_count": 45,
    "id": "1c7cdf4d",
    "metadata": {},
    "outputs": [],
@@ -1052,7 +1052,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 48,
+   "execution_count": 46,
    "id": "a7a3aa42",
    "metadata": {},
    "outputs": [],
@@ -1071,7 +1071,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 49,
+   "execution_count": 47,
    "id": "c4286fb3",
    "metadata": {},
    "outputs": [],
@@ -1111,7 +1111,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 50,
+   "execution_count": 48,
    "id": "d8ee02f6",
    "metadata": {},
    "outputs": [],
@@ -1131,7 +1131,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 51,
+   "execution_count": 49,
    "id": "bfdb1de1",
    "metadata": {},
    "outputs": [],
@@ -1158,7 +1158,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 52,
+   "execution_count": 50,
    "id": "2e73df79",
    "metadata": {},
    "outputs": [],
@@ -1176,7 +1176,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 53,
+   "execution_count": 51,
    "id": "495ad429",
    "metadata": {},
    "outputs": [],
@@ -1206,7 +1206,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 54,
+   "execution_count": 52,
    "id": "c1224061",
    "metadata": {},
    "outputs": [],
@@ -1228,7 +1228,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 55,
+   "execution_count": 53,
    "id": "4296485a",
    "metadata": {},
    "outputs": [],
@@ -1247,7 +1247,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 56,
+   "execution_count": 54,
    "id": "e03fd803",
    "metadata": {
     "tags": []
@@ -1259,7 +1259,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 57,
+   "execution_count": 55,
    "id": "f6ee1840",
    "metadata": {},
    "outputs": [],
@@ -1282,7 +1282,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 58,
+   "execution_count": 56,
    "id": "d6c65d79",
    "metadata": {},
    "outputs": [],
@@ -1312,7 +1312,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 59,
+   "execution_count": 57,
    "id": "3171d592",
    "metadata": {},
    "outputs": [],
@@ -1335,7 +1335,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 60,
+   "execution_count": 58,
    "id": "3321e6a4",
    "metadata": {},
    "outputs": [],
@@ -1353,7 +1353,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 61,
+   "execution_count": 59,
    "id": "e4e55c71",
    "metadata": {},
    "outputs": [],
@@ -1372,7 +1372,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 62,
+   "execution_count": 60,
    "id": "f25dcb5e",
    "metadata": {},
    "outputs": [],
@@ -1391,7 +1391,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 63,
+   "execution_count": 61,
    "id": "990354a0",
    "metadata": {},
    "outputs": [],
@@ -1413,7 +1413,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 64,
+   "execution_count": 62,
    "id": "b9371452",
    "metadata": {},
    "outputs": [],
@@ -1441,7 +1441,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 65,
+   "execution_count": 63,
    "id": "8c3f45c2",
    "metadata": {},
    "outputs": [],
@@ -1464,7 +1464,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 66,
+   "execution_count": 64,
    "id": "641990a3",
    "metadata": {},
    "outputs": [],
@@ -1487,7 +1487,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 67,
+   "execution_count": 65,
    "id": "9322a49a",
    "metadata": {},
    "outputs": [],
@@ -1509,7 +1509,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 68,
+   "execution_count": 66,
    "id": "45a60c52",
    "metadata": {},
    "outputs": [],
@@ -1533,7 +1533,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 69,
+   "execution_count": 67,
    "id": "3e86102c",
    "metadata": {
     "tags": []
@@ -1553,7 +1553,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 70,
+   "execution_count": 68,
    "id": "e49d52f7",
    "metadata": {},
    "outputs": [],
@@ -1590,7 +1590,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 71,
+   "execution_count": 69,
    "id": "15108884",
    "metadata": {},
    "outputs": [],
@@ -1602,7 +1602,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 72,
+   "execution_count": 70,
    "id": "747a41be",
    "metadata": {
     "tags": []
@@ -1626,7 +1626,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 73,
+   "execution_count": 71,
    "id": "5a4682dc",
    "metadata": {},
    "outputs": [],
@@ -1647,7 +1647,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 74,
+   "execution_count": 72,
    "id": "36ee0f76",
    "metadata": {},
    "outputs": [],
@@ -1782,7 +1782,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 73,
    "id": "05752b6d",
    "metadata": {
     "tags": []
@@ -1807,7 +1807,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 75,
+   "execution_count": 74,
    "id": "a4365ac0",
    "metadata": {},
    "outputs": [],
@@ -1850,7 +1850,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 76,
+   "execution_count": 75,
    "id": "f38a61ff",
    "metadata": {},
    "outputs": [],
@@ -1860,7 +1860,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 77,
+   "execution_count": 76,
    "id": "d047e546",
    "metadata": {},
    "outputs": [],
@@ -1880,7 +1880,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 78,
+   "execution_count": 77,
    "id": "6b8932ee",
    "metadata": {
     "tags": []
@@ -1908,7 +1908,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 79,
+   "execution_count": 78,
    "id": "44c3f0d8",
    "metadata": {
     "tags": []
@@ -1932,7 +1932,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 80,
+   "execution_count": 79,
    "id": "3fcf85f4",
    "metadata": {},
    "outputs": [],
@@ -1950,7 +1950,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 81,
+   "execution_count": 80,
    "id": "d9e554e3",
    "metadata": {},
    "outputs": [],
@@ -1975,7 +1975,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 82,
+   "execution_count": 81,
    "id": "8c2ee21c",
    "metadata": {
     "tags": []
@@ -2003,7 +2003,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 83,
+   "execution_count": 82,
    "id": "b13384e3",
    "metadata": {
     "tags": []
@@ -2023,7 +2023,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 84,
+   "execution_count": 83,
    "id": "62c2177f",
    "metadata": {},
    "outputs": [],
@@ -2057,7 +2057,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 85,
+   "execution_count": 84,
    "id": "64e11f26",
    "metadata": {
     "tags": []
@@ -2081,7 +2081,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 86,
+   "execution_count": 85,
    "id": "fe2d93fa",
    "metadata": {},
    "outputs": [],
@@ -2109,7 +2109,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 89,
+   "execution_count": 86,
    "id": "22210a5c",
    "metadata": {},
    "outputs": [],
diff --git a/chapters/chap15.ipynb b/chapters/chap15.ipynb
index 52fb9c8..f7dfa60 100644
--- a/chapters/chap15.ipynb
+++ b/chapters/chap15.ipynb
@@ -373,7 +373,7 @@
    "id": "e6a18c76",
    "metadata": {},
    "source": [
-    "Now that we have `Time.from_seconds`, we can use it to write `add_time` as a method.\n",
+    "Now that we have `Time.int_to_time`, we can use it to write `add_time` as a method.\n",
     "Here's the function from the previous chapter."
    ]
   },
@@ -409,7 +409,7 @@
     "\n",
     "    def add_time(self, hours, minutes, seconds):\n",
     "        duration = make_time(hours, minutes, seconds)\n",
-    "        seconds = time_to_int(self) + time_to_int(duration)\n",
+    "        seconds = Time.time_to_int(self) + Time.time_to_int(duration)\n",
     "        return Time.int_to_time(seconds)"
    ]
   },
@@ -431,7 +431,7 @@
    "outputs": [],
    "source": [
     "end = start.add_time(1, 32, 0)\n",
-    "print_time(end)"
+    "end.print_time()"
    ]
   },
   {
@@ -836,7 +836,7 @@
     "\n",
     "    def is_after(self, other):\n",
     "        assert self.is_valid(), 'self is not a valid Time'\n",
-    "        assert other.is_valid(), 'self is not a valid Time'\n",
+    "        assert other.is_valid(), 'other is not a valid Time'\n",
     "        return self.time_to_int() > other.time_to_int()"
    ]
   },
@@ -924,7 +924,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 36,
    "id": "3115ea33",
    "metadata": {
     "tags": []
@@ -960,7 +960,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 36,
+   "execution_count": 37,
    "id": "133d7679",
    "metadata": {},
    "outputs": [],
@@ -992,7 +992,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 37,
+   "execution_count": 38,
    "id": "3c9f3777-4869-481e-9f4e-4223d6028913",
    "metadata": {},
    "outputs": [],
@@ -1012,7 +1012,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 38,
+   "execution_count": 39,
    "id": "fd4b2521-aa71-45da-97eb-ce62ce2714ad",
    "metadata": {
     "tags": []
@@ -1025,7 +1025,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 39,
+   "execution_count": 40,
    "id": "ee3f1294-cad1-406b-a574-045ad2b84294",
    "metadata": {
     "tags": []
@@ -1038,7 +1038,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 40,
+   "execution_count": 41,
    "id": "ac093f7b-83cf-4488-8842-5c71bcfa35ec",
    "metadata": {
     "tags": []
@@ -1050,7 +1050,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 41,
+   "execution_count": 42,
    "id": "7e7cb5e1-631f-4b1e-874f-eb16d4792625",
    "metadata": {
     "tags": []
diff --git a/chapters/chap16.ipynb b/chapters/chap16.ipynb
index 57f3d41..eb84e1c 100644
--- a/chapters/chap16.ipynb
+++ b/chapters/chap16.ipynb
@@ -234,7 +234,7 @@
    "id": "a7a635ee",
    "metadata": {},
    "source": [
-    "In the same way that the built in function `sort` modifies a list, and the `sorted` function creates a new list, now we have a `translate` method that modifies a `Point` and a `translated` method that creates a new one.\n",
+    "In the same way that the `sort` method modifies a list and the `sorted` function creates a new list, now we have a `translate` method that modifies a `Point` and a `translated` method that creates a new one.\n",
     "\n",
     "Here's an example:"
    ]
diff --git a/chapters/chap18.ipynb b/chapters/chap18.ipynb
index 41d5fc1..3027822 100644
--- a/chapters/chap18.ipynb
+++ b/chapters/chap18.ipynb
@@ -1661,7 +1661,7 @@
    "id": "07be77f3",
    "metadata": {},
    "source": [
-    "In this example, the value of `kwargs` is printed, but otherwise is has no effect.\n",
+    "In this example, the value of `kwargs` is printed, but otherwise it has no effect.\n",
     "\n",
     "But the `**` operator can also be used in an argument list to unpack a dictionary.\n",
     "For example, here's a version of `mean` that packs any keyword arguments it gets and then unpacks them as keyword arguments for `sum`."

From bca0892915f15937b2122046db3d5bb155a57188 Mon Sep 17 00:00:00 2001
From: Allen Downey <downey@allendowney.com>
Date: Mon, 12 Jan 2026 16:32:12 -0500
Subject: [PATCH 60/60] Updating the zip file

---
 ThinkPythonNotebooks.zip | Bin 579251 -> 579250 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/ThinkPythonNotebooks.zip b/ThinkPythonNotebooks.zip
index 4be25fae6d89b5d67784f9163742d7ff4875de68..f5c786643b81d9a6019a6db62913690c0b0cc086 100644
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