From ce1ed965ee5d43fe1d7d56254a7538ff442468da Mon Sep 17 00:00:00 2001
From: GitHub Actions <actions@github.com>
Date: Tue, 22 Aug 2023 00:15:14 +0000
Subject: [PATCH] site deploy

Auto-generated via {sandpaper}
Source  : 663f5045adc1e37890c976689407269c9324cd71
Branch  : md-outputs
Author  : GitHub Actions <actions@github.com>
Time    : 2023-08-18 13:01:41 +0000
Message : markdown source builds

Auto-generated via {sandpaper}
Source  : c441c83662c714d0c1c5032a298b676605bf9494
Branch  : main
Author  : Patrick Hoefler <61934744+phofl@users.noreply.github.com>
Time    : 2023-08-18 13:00:27 +0000
Message : Update invalid pandas indexing statement (#580)
---
 00-before-we-start.html                       |  2 +-
 01-short-introduction-to-Python.html          |  2 +-
 02-starting-with-data.html                    | 14 +++---
 03-index-slice-subset.html                    | 10 ++--
 04-data-types-and-format.html                 |  8 +--
 05-merging-data.html                          |  2 +-
 06-loops-and-functions.html                   |  2 +-
 07-visualization-ggplot-python.html           |  2 +-
 08-putting-it-all-together.html               |  6 +--
 09-working-with-sql.html                      |  6 +--
 404.html                                      |  4 +-
 CODE_OF_CONDUCT.html                          |  2 +-
 CONTRIBUTORS.html                             |  2 +-
 LICENSE.html                                  |  2 +-
 aio.html                                      | 38 +++++++-------
 discuss.html                                  |  2 +-
 extra_challenges.html                         |  6 +--
 images.html                                   |  4 +-
 index.html                                    | 10 ++--
 instructor-notes.html                         |  4 +-
 instructor/00-before-we-start.html            |  2 +-
 .../01-short-introduction-to-Python.html      |  2 +-
 instructor/02-starting-with-data.html         | 18 +++----
 instructor/03-index-slice-subset.html         | 16 +++---
 instructor/04-data-types-and-format.html      | 10 ++--
 instructor/05-merging-data.html               |  2 +-
 instructor/06-loops-and-functions.html        |  2 +-
 .../07-visualization-ggplot-python.html       |  2 +-
 instructor/08-putting-it-all-together.html    |  6 +--
 instructor/09-working-with-sql.html           |  6 +--
 instructor/404.html                           |  4 +-
 instructor/CODE_OF_CONDUCT.html               |  2 +-
 instructor/CONTRIBUTORS.html                  |  2 +-
 instructor/LICENSE.html                       |  2 +-
 instructor/aio.html                           | 50 +++++++++----------
 instructor/discuss.html                       |  2 +-
 instructor/extra_challenges.html              |  6 +--
 instructor/images.html                        |  4 +-
 instructor/index.html                         | 10 ++--
 instructor/instructor-notes.html              |  4 +-
 instructor/jupyter_notebooks.html             |  2 +-
 instructor/key-points.html                    |  4 +-
 instructor/profiles.html                      |  4 +-
 instructor/reference.html                     |  2 +-
 jupyter_notebooks.html                        |  2 +-
 key-points.html                               |  4 +-
 pkgdown.yml                                   |  2 +-
 profiles.html                                 |  4 +-
 reference.html                                |  2 +-
 49 files changed, 153 insertions(+), 153 deletions(-)

diff --git a/00-before-we-start.html b/00-before-we-start.html
index a77348add..9c408bc8a 100644
--- a/00-before-we-start.html
+++ b/00-before-we-start.html
@@ -650,7 +650,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "identifier": "https://datacarpentry.github.io/python-ecology-lesson/00-before-we-start.html",
   "dateCreated": "2015-03-19",
   "dateModified": "2023-06-05",
-  "datePublished": "2023-08-18"
+  "datePublished": "2023-08-22"
 }
 
   </script><script>
diff --git a/01-short-introduction-to-Python.html b/01-short-introduction-to-Python.html
index 956e5a1b2..290f7a050 100644
--- a/01-short-introduction-to-Python.html
+++ b/01-short-introduction-to-Python.html
@@ -1001,7 +1001,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
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   "dateCreated": "2015-03-19",
   "dateModified": "2023-06-13",
-  "datePublished": "2023-08-18"
+  "datePublished": "2023-08-22"
 }
 
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diff --git a/02-starting-with-data.html b/02-starting-with-data.html
index ede5ecdad..ce94a3ac6 100644
--- a/02-starting-with-data.html
+++ b/02-starting-with-data.html
@@ -688,7 +688,7 @@ <h4 class="accordion-header" id="headingSolution1">
   Show me the solution
   </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <ol style="list-style-type: decimal"><li>
 <code>surveys_df.columns</code> provides the names of the columns in
@@ -777,7 +777,7 @@ <h4 class="accordion-header" id="headingSolution2">
   Show me the solution
   </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
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 <div class="accordion-body">
 <ol style="list-style-type: decimal"><li><code>site_names = pd.unique(surveys_df["plot_id"])</code></li>
 </ol><ul><li>How many unique sites are in the data? <code>site_names.size</code>
@@ -903,7 +903,7 @@ <h4 class="accordion-header" id="headingSolution3">
   Show me the solution
   </h4>
 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
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 <div class="accordion-body">
 <ol style="list-style-type: decimal"><li>The first column of output from <code>grouped_data.describe()</code>
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@@ -1004,7 +1004,7 @@ <h4 class="accordion-header" id="headingSolution4">
   Show me the solution
   </h4>
 </button>
-<div id="collapseSolution4" class="accordion-collapse collapse" aria-labelledby="headingSolution4" data-bs-parent="#accordionSolution4">
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 <div class="accordion-body">
 <p>As well as calling <code>count()</code> on the <code>record_id</code>
 column of the grouped DataFrame as above, an equivalent result can be
@@ -1129,7 +1129,7 @@ <h4 class="accordion-header" id="headingSolution5">
   Show me the solution
   </h4>
 </button>
-<div id="collapseSolution5" class="accordion-collapse collapse" aria-labelledby="headingSolution5" data-bs-parent="#accordionSolution5">
+<div id="collapseSolution5" class="accordion-collapse collapse" data-bs-parent="#accordionSolution5" aria-labelledby="headingSolution5">
 <div class="accordion-body">
 <ol style="list-style-type: decimal"><li><code>surveys_df.groupby('plot_id').mean()["weight"].plot(kind='bar')</code></li>
 </ol><figure><img src="fig/01_chall_bar_meanweight.png" alt="average weight across all species for each plot" class="figure mx-auto d-block"></figure><ol start="2" style="list-style-type: decimal"><li><code>surveys_df.groupby('sex').count()["record_id"].plot(kind='bar')</code></li>
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 <div class="accordion-body">
 <p>First we group data by site and by sex, and then calculate a total
 for each site.</p>
@@ -1333,7 +1333,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
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   "dateCreated": "2015-03-19",
   "dateModified": "2023-05-29",
-  "datePublished": "2023-08-18"
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diff --git a/03-index-slice-subset.html b/03-index-slice-subset.html
index 9cd518d82..fa375399d 100644
--- a/03-index-slice-subset.html
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   </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
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 <div class="accordion-body">
 <ol style="list-style-type: decimal"><li><p><code>a[0]</code> returns <code>1</code>, as Python starts with
 element 0 (this may be different from what you have previously
@@ -778,7 +778,7 @@ <h4 class="accordion-header" id="headingSolution2">
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   </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
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@@ -936,7 +936,7 @@ <h4 class="accordion-header" id="headingSolution3">
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   </h4>
 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
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 </button>
-<div id="collapseSolution4" class="accordion-collapse collapse" aria-labelledby="headingSolution4" data-bs-parent="#accordionSolution4">
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diff --git a/04-data-types-and-format.html b/04-data-types-and-format.html
index af2424bf8..ede077f6c 100644
--- a/04-data-types-and-format.html
+++ b/04-data-types-and-format.html
@@ -602,7 +602,7 @@ <h4 class="accordion-header" id="headingSolution1">
   Show me the solution
   </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <div class="codewrapper sourceCode" id="cb25">
 <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
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   Hints
   </h4>
 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
 <div class="accordion-body">
 <p>The method <code>.count()</code> gives you the number of non-NaN
 observations per column. Try looking to the <code>.isna()</code>
@@ -765,7 +765,7 @@ <h4 class="accordion-header" id="headingSolution2">
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   </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
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 <div class="codewrapper sourceCode" id="cb36">
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@@ -929,7 +929,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "identifier": "https://datacarpentry.github.io/python-ecology-lesson/04-data-types-and-format.html",
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   "dateModified": "2023-06-05",
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diff --git a/05-merging-data.html b/05-merging-data.html
index 747ce3a94..a24029fef 100644
--- a/05-merging-data.html
+++ b/05-merging-data.html
@@ -1000,7 +1000,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
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   "dateCreated": "2015-03-19",
   "dateModified": "2023-05-19",
-  "datePublished": "2023-08-18"
+  "datePublished": "2023-08-22"
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diff --git a/06-loops-and-functions.html b/06-loops-and-functions.html
index 0b8ba30ed..e30dff49d 100644
--- a/06-loops-and-functions.html
+++ b/06-loops-and-functions.html
@@ -1699,7 +1699,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
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   "dateCreated": "2015-03-19",
   "dateModified": "2023-05-18",
-  "datePublished": "2023-08-18"
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diff --git a/07-visualization-ggplot-python.html b/07-visualization-ggplot-python.html
index fc22c22b7..8fb7b78ea 100644
--- a/07-visualization-ggplot-python.html
+++ b/07-visualization-ggplot-python.html
@@ -1038,7 +1038,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
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   "dateCreated": "2015-03-19",
   "dateModified": "2023-05-19",
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diff --git a/08-putting-it-all-together.html b/08-putting-it-all-together.html
index d30c05b9e..2ecdcd2cd 100644
--- a/08-putting-it-all-together.html
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 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
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-<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
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diff --git a/09-working-with-sql.html b/09-working-with-sql.html
index dc1953ba6..ea186dba1 100644
--- a/09-working-with-sql.html
+++ b/09-working-with-sql.html
@@ -448,7 +448,7 @@ <h4 class="accordion-header" id="headingSolution1">
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   </h4>
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-<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
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@@ -687,7 +687,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
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diff --git a/404.html b/404.html
index 5e05ce9ab..475e4c100 100644
--- a/404.html
+++ b/404.html
@@ -326,8 +326,8 @@ <h1>Page not found</h1>
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   "identifier": "https://datacarpentry.github.io/python-ecology-lesson/404.html",
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-  "dateModified": "2023-08-18",
-  "datePublished": "2023-08-18"
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diff --git a/CODE_OF_CONDUCT.html b/CODE_OF_CONDUCT.html
index 2490e990b..21b84ac52 100644
--- a/CODE_OF_CONDUCT.html
+++ b/CODE_OF_CONDUCT.html
@@ -350,7 +350,7 @@ <h1>Contributor Code of Conduct</h1>
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diff --git a/CONTRIBUTORS.html b/CONTRIBUTORS.html
index 0393bb229..ef5f19bcb 100644
--- a/CONTRIBUTORS.html
+++ b/CONTRIBUTORS.html
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   "identifier": "https://datacarpentry.github.io/python-ecology-lesson/CONTRIBUTORS.html",
   "dateCreated": "2015-03-19",
   "dateModified": "2023-05-08",
-  "datePublished": "2023-08-18"
+  "datePublished": "2023-08-22"
 }
 
   </script><script>
diff --git a/LICENSE.html b/LICENSE.html
index 94f329c63..6dfbc37f3 100644
--- a/LICENSE.html
+++ b/LICENSE.html
@@ -401,7 +401,7 @@ <h1>Licenses</h1>
   "identifier": "https://datacarpentry.github.io/python-ecology-lesson/LICENSE.html",
   "dateCreated": "2015-03-19",
   "dateModified": "2023-05-08",
-  "datePublished": "2023-08-18"
+  "datePublished": "2023-08-22"
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diff --git a/aio.html b/aio.html
index bee52b63f..c0d7bf5a0 100644
--- a/aio.html
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   Show me the solution
   </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <ol style="list-style-type: decimal">
 <li>
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   </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
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 <li><code>site_names = pd.unique(surveys_df["plot_id"])</code></li>
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   </h4>
 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
 <div class="accordion-body">
 <ol style="list-style-type: decimal">
 <li>The first column of output from <code>grouped_data.describe()</code>
@@ -2144,7 +2144,7 @@ <h4 class="accordion-header" id="headingSolution4">
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   </h4>
 </button>
-<div id="collapseSolution4" class="accordion-collapse collapse" aria-labelledby="headingSolution4" data-bs-parent="#accordionSolution4">
+<div id="collapseSolution4" class="accordion-collapse collapse" data-bs-parent="#accordionSolution4" aria-labelledby="headingSolution4">
 <div class="accordion-body">
 <p>As well as calling <code>count()</code> on the <code>record_id</code>
 column of the grouped DataFrame as above, an equivalent result can be
@@ -2273,7 +2273,7 @@ <h4 class="accordion-header" id="headingSolution5">
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 <p><code>surveys_df[::-1]</code> provides every row of the DataFrame, in
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 <p>We get the expected files for all years between 1977 and 2002, plus
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 <ol style="list-style-type: decimal"><li><p>Open <a href="https://www.anaconda.com/products/individual" class="external-link">https://www.anaconda.com/products/individual</a>
 in your web browser.</p></li>
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 <p>Note that the following installation steps require you to work from
 the terminal (shell). If you run into any difficulties, please request
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 <p>In pandas prior to version 0.18.1 there is a bug causing
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 <ol style="list-style-type: decimal"><li>The first column of output from <code>grouped_data.describe()</code>
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 <p>As well as calling <code>count()</code> on the <code>record_id</code>
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 <p>First we group data by site and by sex, and then calculate a total
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 <p>Referring to the challenge solution above, as we know the other
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diff --git a/instructor/extra_challenges.html b/instructor/extra_challenges.html
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@@ -329,7 +329,7 @@ <h4 class="accordion-header" id="headingSolution1">
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 <div class="accordion-body">
 <p><code>surveys_df[::-1]</code> provides every row of the DataFrame, in
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-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <p>We get the expected files for all years between 1977 and 2002, plus
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 <div class="accordion-body">
 <ol style="list-style-type: decimal"><li><p>Open <a href="https://www.anaconda.com/products/individual" class="external-link">https://www.anaconda.com/products/individual</a>
 in your web browser.</p></li>
@@ -541,7 +541,7 @@ <h4 class="accordion-header" id="headingSolution2">
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-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
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 <div class="accordion-body">
 <ol style="list-style-type: decimal"><li><p>Visit <a href="https://www.anaconda.com/products/individual" class="external-link">https://www.anaconda.com/products/individual</a>
 in your web browser.</p></li>
@@ -582,7 +582,7 @@ <h4 class="accordion-header" id="headingSolution3">
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   </h4>
 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
 <div class="accordion-body">
 <p>Note that the following installation steps require you to work from
 the terminal (shell). If you run into any difficulties, please request
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-  "dateModified": "2023-08-18",
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diff --git a/instructor/instructor-notes.html b/instructor/instructor-notes.html
index 9a6427a9a..e2515c274 100644
--- a/instructor/instructor-notes.html
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diff --git a/instructor/key-points.html b/instructor/key-points.html
index 392761844..0612843d8 100644
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index 0be363ced..b27e4c86a 100644
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diff --git a/instructor/reference.html b/instructor/reference.html
index ab251d185..f95f9ec71 100644
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diff --git a/key-points.html b/key-points.html
index 9c6812522..300982fd6 100644
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+++ b/key-points.html
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-  "dateModified": "2023-08-18",
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diff --git a/pkgdown.yml b/pkgdown.yml
index d3df3a464..c906f5011 100644
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@@ -2,5 +2,5 @@ pandoc: 2.19.2
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index da042b1ee..6db756abf 100644
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diff --git a/reference.html b/reference.html
index 39a114f15..1d92214ee 100644
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