From d7aae77f3ceb6b81e51f45233efd8fdae363eed3 Mon Sep 17 00:00:00 2001
From: GitHub Actions <actions@github.com>
Date: Tue, 25 Jun 2024 00:59:59 +0000
Subject: [PATCH] site deploy

Auto-generated via {sandpaper}
Source  : 7aa9cf60d0716298f19425bfb6bfd7762f680102
Branch  : md-outputs
Author  : GitHub Actions <actions@github.com>
Time    : 2024-02-13 20:31:34 +0000
Message : markdown source builds

Auto-generated via {sandpaper}
Source  : 09ffa347520e2abd80bdfe95f18812a14af5b7d8
Branch  : main
Author  : David Palmquist <dpalmquist@fullerton.edu>
Time    : 2024-02-13 20:30:37 +0000
Message : Merge pull request #13 from quist00/fixMaintainers

Update maintainers in README and index.md
---
 00-short-introduction-to-Python.html          | 127 ++++++++++-----
 01-starting-with-data.html                    | 133 +++++++++++-----
 02-index-slice-subset.html                    | 127 ++++++++++-----
 03-data-types-and-format.html                 | 127 ++++++++++-----
 04-merging-data.html                          | 135 +++++++++++-----
 05-loops-and-functions.html                   | 127 ++++++++++-----
 06-visualization-ggplot-python.html           | 127 ++++++++++-----
 07-putting-it-all-together.html               | 127 ++++++++++-----
 08-working-with-sql.html                      | 127 ++++++++++-----
 404.html                                      | 129 ++++++++++-----
 CODE_OF_CONDUCT.html                          | 127 ++++++++++-----
 CONTRIBUTORS.html                             | 127 ++++++++++-----
 LICENSE.html                                  | 127 ++++++++++-----
 NEWS.html                                     | 127 ++++++++++-----
 aio.html                                      | 150 ++++++++++++------
 assets/images/data-logo-sm.svg                |   6 +-
 assets/images/data-logo.svg                   |   6 +-
 assets/scripts.js                             |   2 +-
 assets/styles.css                             |   7 +-
 assets/styles.css.map                         |   2 +-
 assets/themetoggle.js                         |   1 +
 discuss.html                                  | 127 ++++++++++-----
 images.html                                   | 136 +++++++++++-----
 index.html                                    | 129 ++++++++++-----
 instructor-notes.html                         | 136 +++++++++++-----
 .../00-short-introduction-to-Python.html      | 127 ++++++++++-----
 instructor/01-starting-with-data.html         | 133 +++++++++++-----
 instructor/02-index-slice-subset.html         | 127 ++++++++++-----
 instructor/03-data-types-and-format.html      | 127 ++++++++++-----
 instructor/04-merging-data.html               | 135 +++++++++++-----
 instructor/05-loops-and-functions.html        | 127 ++++++++++-----
 .../06-visualization-ggplot-python.html       | 127 ++++++++++-----
 instructor/07-putting-it-all-together.html    | 127 ++++++++++-----
 instructor/08-working-with-sql.html           | 127 ++++++++++-----
 instructor/404.html                           | 129 ++++++++++-----
 instructor/CODE_OF_CONDUCT.html               | 127 ++++++++++-----
 instructor/CONTRIBUTORS.html                  | 127 ++++++++++-----
 instructor/LICENSE.html                       | 127 ++++++++++-----
 instructor/NEWS.html                          | 127 ++++++++++-----
 instructor/aio.html                           | 150 ++++++++++++------
 instructor/discuss.html                       | 127 ++++++++++-----
 instructor/images.html                        | 136 +++++++++++-----
 instructor/index.html                         | 129 ++++++++++-----
 instructor/instructor-notes.html              | 136 +++++++++++-----
 instructor/key-points.html                    | 136 +++++++++++-----
 instructor/profiles.html                      | 129 ++++++++++-----
 instructor/reference.html                     | 127 ++++++++++-----
 key-points.html                               | 136 +++++++++++-----
 pkgdown.yml                                   |   2 +-
 profiles.html                                 | 129 ++++++++++-----
 reference.html                                | 127 ++++++++++-----
 51 files changed, 3939 insertions(+), 1815 deletions(-)
 create mode 100644 assets/themetoggle.js

diff --git a/00-short-introduction-to-Python.html b/00-short-introduction-to-Python.html
index 6ef6bef1..f8d023f9 100644
--- a/00-short-introduction-to-Python.html
+++ b/00-short-introduction-to-Python.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Short Introduction to Programming in Python</title><meta name="viewport" content="width=device-width, initial-scale=1"><link rel="stylesheet" type="text/css" href="assets/styles.css"><script src="assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
+<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en" data-bs-theme="auto"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Short Introduction to Programming in Python</title><meta name="viewport" content="width=device-width, initial-scale=1"><script src="assets/themetoggle.js"></script><link rel="stylesheet" type="text/css" href="assets/styles.css"><script src="assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
     MathJax.Hub.Config({
       config: ["MMLorHTML.js"],
       jax: ["input/TeX","input/MathML","output/HTML-CSS","output/NativeMML", "output/PreviewHTML"],
@@ -13,25 +13,51 @@
         processEscapes: true
       }
     });
-    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="favicon-16x16.png"><link rel="manifest" href="site.webmanifest"><link rel="mask-icon" href="safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" content="#ffffff"></head><body>
-    <header id="top" class="navbar navbar-expand-md navbar-light bg-white top-nav incubator"><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
+    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="favicon-16x16.png"><link rel="manifest" href="site.webmanifest"><link rel="mask-icon" href="safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" media="(prefers-color-scheme: light)" content="white"><meta name="theme-color" media="(prefers-color-scheme: dark)" content="black"></head><body>
+    <header id="top" class="navbar navbar-expand-md top-nav incubator"><svg xmlns="http://www.w3.org/2000/svg" class="d-none"><symbol id="check2" viewbox="0 0 16 16"><path d="M13.854 3.646a.5.5 0 0 1 0 .708l-7 7a.5.5 0 0 1-.708 0l-3.5-3.5a.5.5 0 1 1 .708-.708L6.5 10.293l6.646-6.647a.5.5 0 0 1 .708 0z"></path></symbol><symbol id="circle-half" viewbox="0 0 16 16"><path d="M8 15A7 7 0 1 0 8 1v14zm0 1A8 8 0 1 1 8 0a8 8 0 0 1 0 16z"></path></symbol><symbol id="moon-stars-fill" viewbox="0 0 16 16"><path d="M6 .278a.768.768 0 0 1 .08.858 7.208 7.208 0 0 0-.878 3.46c0 4.021 3.278 7.277 7.318 7.277.527 0 1.04-.055 1.533-.16a.787.787 0 0 1 .81.316.733.733 0 0 1-.031.893A8.349 8.349 0 0 1 8.344 16C3.734 16 0 12.286 0 7.71 0 4.266 2.114 1.312 5.124.06A.752.752 0 0 1 6 .278z"></path><path d="M10.794 3.148a.217.217 0 0 1 .412 0l.387 1.162c.173.518.579.924 1.097 1.097l1.162.387a.217.217 0 0 1 0 .412l-1.162.387a1.734 1.734 0 0 0-1.097 1.097l-.387 1.162a.217.217 0 0 1-.412 0l-.387-1.162A1.734 1.734 0 0 0 9.31 6.593l-1.162-.387a.217.217 0 0 1 0-.412l1.162-.387a1.734 1.734 0 0 0 1.097-1.097l.387-1.162zM13.863.099a.145.145 0 0 1 .274 0l.258.774c.115.346.386.617.732.732l.774.258a.145.145 0 0 1 0 .274l-.774.258a1.156 1.156 0 0 0-.732.732l-.258.774a.145.145 0 0 1-.274 0l-.258-.774a1.156 1.156 0 0 0-.732-.732l-.774-.258a.145.145 0 0 1 0-.274l.774-.258c.346-.115.617-.386.732-.732L13.863.1z"></path></symbol><symbol id="sun-fill" viewbox="0 0 16 16"><path d="M8 12a4 4 0 1 0 0-8 4 4 0 0 0 0 8zM8 0a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 0zm0 13a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 13zm8-5a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2a.5.5 0 0 1 .5.5zM3 8a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2A.5.5 0 0 1 3 8zm10.657-5.657a.5.5 0 0 1 0 .707l-1.414 1.415a.5.5 0 1 1-.707-.708l1.414-1.414a.5.5 0 0 1 .707 0zm-9.193 9.193a.5.5 0 0 1 0 .707L3.05 13.657a.5.5 0 0 1-.707-.707l1.414-1.414a.5.5 0 0 1 .707 0zm9.193 2.121a.5.5 0 0 1-.707 0l-1.414-1.414a.5.5 0 0 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .707zM4.464 4.465a.5.5 0 0 1-.707 0L2.343 3.05a.5.5 0 1 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .708z"></path></symbol></svg><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
   <div class="container-fluid top-nav-container">
-    <div class="col-md-6">
+    <div class="col-md-8">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="background-color: #FFC700; border-radius: 5px">
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
-            Alpha
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
+        <img id="incubator-logo" alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><span class="badge text-bg-warning">
+          <abbr title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.">
+            <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link">
+              <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
+              Alpha
+            </a>
+            <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
+          </abbr>
+        </span>
         
       </div>
     </div>
     <div class="selector-container">
+      <div id="theme-selector">
+        <li class="nav-item dropdown" id="theme-button-list">
+          <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+            <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><i data-feather="chevron-down"></i>
+          </button>
+          <ul class="dropdown-menu dropdown-menu-end" aria-labelledby="bd-theme-text"><li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                Light
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                Dark
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                Auto
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+          </ul></li>
+      </div>
       
-      
-      <div class="dropdown">
+      <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Learner View <i data-feather="chevron-down"></i>
         </button>
@@ -39,7 +65,7 @@
         </ul></div>
     </div>
   </div>
-  <hr></header><nav class="navbar navbar-expand-xl navbar-light bg-white bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
+  <hr></header><nav class="navbar navbar-expand-xl bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle Navigation">
       <span class="navbar-toggler-icon"></span>
       <span class="menu-title">Menu</span>
@@ -86,7 +112,7 @@
       </fieldset>
     </form>
     -->
-    <a class="btn btn-primary" href="aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
+    <a id="search-button" class="btn btn-primary" href="aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
   </div><!--/div.container-fluid -->
 </nav><div class="col-md-12 mobile-title">
   Python for Humanities
@@ -108,6 +134,33 @@
           <i class="search-icon" data-feather="x" role="img"></i>
         </button>
         <div class="sidebar-inner">
+          <div class="row mobile-row" id="theme-row-mobile">
+            <div class="col" id="theme-selector">
+              <li class="nav-item dropdown" id="theme-button-list">
+                <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+                  <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><span class="d-lg-none ms-1" id="bd-theme-text">Toggle Theme</span>
+                </button>
+                <ul class="dropdown-menu dropdown-menu-right" aria-labelledby="bd-theme-text"><li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                      Light
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                      Dark
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                      <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                      Auto
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                </ul></li>
+            </div>
+          </div>
           <div class="row mobile-row">
             <div class="col">
               <div class="sidenav-view-selector">
@@ -705,7 +758,7 @@ <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"><
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.4" class="external-link">sandpaper (0.16.4)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.2" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -728,32 +781,26 @@ <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"><
   "identifier": "https://carpentries-incubator.github.io/python-humanities-lesson/00-short-introduction-to-Python.html",
   "dateCreated": "2024-02-13",
   "dateModified": "2024-02-13",
-  "datePublished": "2024-06-18"
+  "datePublished": "2024-06-25"
 }
 
   </script><script>
 		feather.replace();
-	</script><!-- Matomo
-    2022-11-07: we have gotten a notification that we have an overage for our
-    tracking and I'm pretty sure this has to do with Workbench usage.
-    Considering that I am not _currently_ using this tracking because I do not
-    yet know how to access the data, I am turning this off for now.
-  <script>
-    var _paq = window._paq = window._paq || [];
-    /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
-    _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
-    _paq.push(["setDomains", ["*.preview.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
-    _paq.push(["setDoNotTrack", true]);
-    _paq.push(["disableCookies"]);
-    _paq.push(['trackPageView']);
-    _paq.push(['enableLinkTracking']);
-    (function() {
-          var u="https://carpentries.matomo.cloud/";
-          _paq.push(['setTrackerUrl', u+'matomo.php']);
-          _paq.push(['setSiteId', '1']);
-          var d=document, g=d.createElement('script'), s=d.getElementsByTagName('script')[0];
-          g.async=true; g.src='https://cdn.matomo.cloud/carpentries.matomo.cloud/matomo.js'; s.parentNode.insertBefore(g,s);
-        })();
-  </script>
-  End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
+	</script><!-- Matomo --><script>
+          var _paq = window._paq = window._paq || [];
+          /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
+          _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
+          _paq.push(["setDomains", ["*.lessons.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
+          _paq.push(["setDoNotTrack", true]);
+          _paq.push(["disableCookies"]);
+          _paq.push(["trackPageView"]);
+          _paq.push(["enableLinkTracking"]);
+          (function() {
+              var u="https://matomo.carpentries.org/";
+              _paq.push(["setTrackerUrl", u+"matomo.php"]);
+              _paq.push(["setSiteId", "1"]);
+              var d=document, g=d.createElement("script"), s=d.getElementsByTagName("script")[0];
+              g.async=true; g.src="https://matomo.carpentries.org/matomo.js"; s.parentNode.insertBefore(g,s);
+          })();
+        </script><!-- End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
 
diff --git a/01-starting-with-data.html b/01-starting-with-data.html
index dad03614..c6c29af1 100644
--- a/01-starting-with-data.html
+++ b/01-starting-with-data.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Starting With Data</title><meta name="viewport" content="width=device-width, initial-scale=1"><link rel="stylesheet" type="text/css" href="assets/styles.css"><script src="assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
+<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en" data-bs-theme="auto"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Starting With Data</title><meta name="viewport" content="width=device-width, initial-scale=1"><script src="assets/themetoggle.js"></script><link rel="stylesheet" type="text/css" href="assets/styles.css"><script src="assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
     MathJax.Hub.Config({
       config: ["MMLorHTML.js"],
       jax: ["input/TeX","input/MathML","output/HTML-CSS","output/NativeMML", "output/PreviewHTML"],
@@ -13,25 +13,51 @@
         processEscapes: true
       }
     });
-    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="favicon-16x16.png"><link rel="manifest" href="site.webmanifest"><link rel="mask-icon" href="safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" content="#ffffff"></head><body>
-    <header id="top" class="navbar navbar-expand-md navbar-light bg-white top-nav incubator"><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
+    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="favicon-16x16.png"><link rel="manifest" href="site.webmanifest"><link rel="mask-icon" href="safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" media="(prefers-color-scheme: light)" content="white"><meta name="theme-color" media="(prefers-color-scheme: dark)" content="black"></head><body>
+    <header id="top" class="navbar navbar-expand-md top-nav incubator"><svg xmlns="http://www.w3.org/2000/svg" class="d-none"><symbol id="check2" viewbox="0 0 16 16"><path d="M13.854 3.646a.5.5 0 0 1 0 .708l-7 7a.5.5 0 0 1-.708 0l-3.5-3.5a.5.5 0 1 1 .708-.708L6.5 10.293l6.646-6.647a.5.5 0 0 1 .708 0z"></path></symbol><symbol id="circle-half" viewbox="0 0 16 16"><path d="M8 15A7 7 0 1 0 8 1v14zm0 1A8 8 0 1 1 8 0a8 8 0 0 1 0 16z"></path></symbol><symbol id="moon-stars-fill" viewbox="0 0 16 16"><path d="M6 .278a.768.768 0 0 1 .08.858 7.208 7.208 0 0 0-.878 3.46c0 4.021 3.278 7.277 7.318 7.277.527 0 1.04-.055 1.533-.16a.787.787 0 0 1 .81.316.733.733 0 0 1-.031.893A8.349 8.349 0 0 1 8.344 16C3.734 16 0 12.286 0 7.71 0 4.266 2.114 1.312 5.124.06A.752.752 0 0 1 6 .278z"></path><path d="M10.794 3.148a.217.217 0 0 1 .412 0l.387 1.162c.173.518.579.924 1.097 1.097l1.162.387a.217.217 0 0 1 0 .412l-1.162.387a1.734 1.734 0 0 0-1.097 1.097l-.387 1.162a.217.217 0 0 1-.412 0l-.387-1.162A1.734 1.734 0 0 0 9.31 6.593l-1.162-.387a.217.217 0 0 1 0-.412l1.162-.387a1.734 1.734 0 0 0 1.097-1.097l.387-1.162zM13.863.099a.145.145 0 0 1 .274 0l.258.774c.115.346.386.617.732.732l.774.258a.145.145 0 0 1 0 .274l-.774.258a1.156 1.156 0 0 0-.732.732l-.258.774a.145.145 0 0 1-.274 0l-.258-.774a1.156 1.156 0 0 0-.732-.732l-.774-.258a.145.145 0 0 1 0-.274l.774-.258c.346-.115.617-.386.732-.732L13.863.1z"></path></symbol><symbol id="sun-fill" viewbox="0 0 16 16"><path d="M8 12a4 4 0 1 0 0-8 4 4 0 0 0 0 8zM8 0a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 0zm0 13a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 13zm8-5a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2a.5.5 0 0 1 .5.5zM3 8a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2A.5.5 0 0 1 3 8zm10.657-5.657a.5.5 0 0 1 0 .707l-1.414 1.415a.5.5 0 1 1-.707-.708l1.414-1.414a.5.5 0 0 1 .707 0zm-9.193 9.193a.5.5 0 0 1 0 .707L3.05 13.657a.5.5 0 0 1-.707-.707l1.414-1.414a.5.5 0 0 1 .707 0zm9.193 2.121a.5.5 0 0 1-.707 0l-1.414-1.414a.5.5 0 0 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .707zM4.464 4.465a.5.5 0 0 1-.707 0L2.343 3.05a.5.5 0 1 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .708z"></path></symbol></svg><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
   <div class="container-fluid top-nav-container">
-    <div class="col-md-6">
+    <div class="col-md-8">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="background-color: #FFC700; border-radius: 5px">
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
-            Alpha
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
+        <img id="incubator-logo" alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><span class="badge text-bg-warning">
+          <abbr title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.">
+            <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link">
+              <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
+              Alpha
+            </a>
+            <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
+          </abbr>
+        </span>
         
       </div>
     </div>
     <div class="selector-container">
+      <div id="theme-selector">
+        <li class="nav-item dropdown" id="theme-button-list">
+          <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+            <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><i data-feather="chevron-down"></i>
+          </button>
+          <ul class="dropdown-menu dropdown-menu-end" aria-labelledby="bd-theme-text"><li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                Light
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                Dark
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                Auto
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+          </ul></li>
+      </div>
       
-      
-      <div class="dropdown">
+      <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Learner View <i data-feather="chevron-down"></i>
         </button>
@@ -39,7 +65,7 @@
         </ul></div>
     </div>
   </div>
-  <hr></header><nav class="navbar navbar-expand-xl navbar-light bg-white bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
+  <hr></header><nav class="navbar navbar-expand-xl bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle Navigation">
       <span class="navbar-toggler-icon"></span>
       <span class="menu-title">Menu</span>
@@ -86,7 +112,7 @@
       </fieldset>
     </form>
     -->
-    <a class="btn btn-primary" href="aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
+    <a id="search-button" class="btn btn-primary" href="aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
   </div><!--/div.container-fluid -->
 </nav><div class="col-md-12 mobile-title">
   Python for Humanities
@@ -108,6 +134,33 @@
           <i class="search-icon" data-feather="x" role="img"></i>
         </button>
         <div class="sidebar-inner">
+          <div class="row mobile-row" id="theme-row-mobile">
+            <div class="col" id="theme-selector">
+              <li class="nav-item dropdown" id="theme-button-list">
+                <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+                  <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><span class="d-lg-none ms-1" id="bd-theme-text">Toggle Theme</span>
+                </button>
+                <ul class="dropdown-menu dropdown-menu-right" aria-labelledby="bd-theme-text"><li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                      Light
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                      Dark
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                      <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                      Auto
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                </ul></li>
+            </div>
+          </div>
           <div class="row mobile-row">
             <div class="col">
               <div class="sidenav-view-selector">
@@ -788,9 +841,11 @@ <h3 class="callout-title">Challenge - Summary Data<a class="anchor" aria-label="
 <div id="accordionSolution1" class="accordion challenge-accordion accordion-flush">
 <div class="accordion-item">
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
-  <h4 class="accordion-header" id="headingSolution1">Did you get #3 right?</h4>
+  <h4 class="accordion-header" id="headingSolution1">
+  Did you get #3 right?
+  </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">
 <p><strong>A Snippet of the Output from challenge 3 looks
 like:</strong></p>
@@ -995,7 +1050,7 @@ <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"><
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.4" class="external-link">sandpaper (0.16.4)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.2" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -1018,32 +1073,26 @@ <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"><
   "identifier": "https://carpentries-incubator.github.io/python-humanities-lesson/01-starting-with-data.html",
   "dateCreated": "2024-02-13",
   "dateModified": "2024-02-13",
-  "datePublished": "2024-06-18"
+  "datePublished": "2024-06-25"
 }
 
   </script><script>
 		feather.replace();
-	</script><!-- Matomo
-    2022-11-07: we have gotten a notification that we have an overage for our
-    tracking and I'm pretty sure this has to do with Workbench usage.
-    Considering that I am not _currently_ using this tracking because I do not
-    yet know how to access the data, I am turning this off for now.
-  <script>
-    var _paq = window._paq = window._paq || [];
-    /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
-    _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
-    _paq.push(["setDomains", ["*.preview.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
-    _paq.push(["setDoNotTrack", true]);
-    _paq.push(["disableCookies"]);
-    _paq.push(['trackPageView']);
-    _paq.push(['enableLinkTracking']);
-    (function() {
-          var u="https://carpentries.matomo.cloud/";
-          _paq.push(['setTrackerUrl', u+'matomo.php']);
-          _paq.push(['setSiteId', '1']);
-          var d=document, g=d.createElement('script'), s=d.getElementsByTagName('script')[0];
-          g.async=true; g.src='https://cdn.matomo.cloud/carpentries.matomo.cloud/matomo.js'; s.parentNode.insertBefore(g,s);
-        })();
-  </script>
-  End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
+	</script><!-- Matomo --><script>
+          var _paq = window._paq = window._paq || [];
+          /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
+          _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
+          _paq.push(["setDomains", ["*.lessons.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
+          _paq.push(["setDoNotTrack", true]);
+          _paq.push(["disableCookies"]);
+          _paq.push(["trackPageView"]);
+          _paq.push(["enableLinkTracking"]);
+          (function() {
+              var u="https://matomo.carpentries.org/";
+              _paq.push(["setTrackerUrl", u+"matomo.php"]);
+              _paq.push(["setSiteId", "1"]);
+              var d=document, g=d.createElement("script"), s=d.getElementsByTagName("script")[0];
+              g.async=true; g.src="https://matomo.carpentries.org/matomo.js"; s.parentNode.insertBefore(g,s);
+          })();
+        </script><!-- End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
 
diff --git a/02-index-slice-subset.html b/02-index-slice-subset.html
index 93c519cc..e59b3156 100644
--- a/02-index-slice-subset.html
+++ b/02-index-slice-subset.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Indexing, Slicing and Subsetting DataFrames in Python</title><meta name="viewport" content="width=device-width, initial-scale=1"><link rel="stylesheet" type="text/css" href="assets/styles.css"><script src="assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
+<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en" data-bs-theme="auto"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Indexing, Slicing and Subsetting DataFrames in Python</title><meta name="viewport" content="width=device-width, initial-scale=1"><script src="assets/themetoggle.js"></script><link rel="stylesheet" type="text/css" href="assets/styles.css"><script src="assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
     MathJax.Hub.Config({
       config: ["MMLorHTML.js"],
       jax: ["input/TeX","input/MathML","output/HTML-CSS","output/NativeMML", "output/PreviewHTML"],
@@ -13,25 +13,51 @@
         processEscapes: true
       }
     });
-    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="favicon-16x16.png"><link rel="manifest" href="site.webmanifest"><link rel="mask-icon" href="safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" content="#ffffff"></head><body>
-    <header id="top" class="navbar navbar-expand-md navbar-light bg-white top-nav incubator"><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
+    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="favicon-16x16.png"><link rel="manifest" href="site.webmanifest"><link rel="mask-icon" href="safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" media="(prefers-color-scheme: light)" content="white"><meta name="theme-color" media="(prefers-color-scheme: dark)" content="black"></head><body>
+    <header id="top" class="navbar navbar-expand-md top-nav incubator"><svg xmlns="http://www.w3.org/2000/svg" class="d-none"><symbol id="check2" viewbox="0 0 16 16"><path d="M13.854 3.646a.5.5 0 0 1 0 .708l-7 7a.5.5 0 0 1-.708 0l-3.5-3.5a.5.5 0 1 1 .708-.708L6.5 10.293l6.646-6.647a.5.5 0 0 1 .708 0z"></path></symbol><symbol id="circle-half" viewbox="0 0 16 16"><path d="M8 15A7 7 0 1 0 8 1v14zm0 1A8 8 0 1 1 8 0a8 8 0 0 1 0 16z"></path></symbol><symbol id="moon-stars-fill" viewbox="0 0 16 16"><path d="M6 .278a.768.768 0 0 1 .08.858 7.208 7.208 0 0 0-.878 3.46c0 4.021 3.278 7.277 7.318 7.277.527 0 1.04-.055 1.533-.16a.787.787 0 0 1 .81.316.733.733 0 0 1-.031.893A8.349 8.349 0 0 1 8.344 16C3.734 16 0 12.286 0 7.71 0 4.266 2.114 1.312 5.124.06A.752.752 0 0 1 6 .278z"></path><path d="M10.794 3.148a.217.217 0 0 1 .412 0l.387 1.162c.173.518.579.924 1.097 1.097l1.162.387a.217.217 0 0 1 0 .412l-1.162.387a1.734 1.734 0 0 0-1.097 1.097l-.387 1.162a.217.217 0 0 1-.412 0l-.387-1.162A1.734 1.734 0 0 0 9.31 6.593l-1.162-.387a.217.217 0 0 1 0-.412l1.162-.387a1.734 1.734 0 0 0 1.097-1.097l.387-1.162zM13.863.099a.145.145 0 0 1 .274 0l.258.774c.115.346.386.617.732.732l.774.258a.145.145 0 0 1 0 .274l-.774.258a1.156 1.156 0 0 0-.732.732l-.258.774a.145.145 0 0 1-.274 0l-.258-.774a1.156 1.156 0 0 0-.732-.732l-.774-.258a.145.145 0 0 1 0-.274l.774-.258c.346-.115.617-.386.732-.732L13.863.1z"></path></symbol><symbol id="sun-fill" viewbox="0 0 16 16"><path d="M8 12a4 4 0 1 0 0-8 4 4 0 0 0 0 8zM8 0a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 0zm0 13a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 13zm8-5a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2a.5.5 0 0 1 .5.5zM3 8a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2A.5.5 0 0 1 3 8zm10.657-5.657a.5.5 0 0 1 0 .707l-1.414 1.415a.5.5 0 1 1-.707-.708l1.414-1.414a.5.5 0 0 1 .707 0zm-9.193 9.193a.5.5 0 0 1 0 .707L3.05 13.657a.5.5 0 0 1-.707-.707l1.414-1.414a.5.5 0 0 1 .707 0zm9.193 2.121a.5.5 0 0 1-.707 0l-1.414-1.414a.5.5 0 0 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .707zM4.464 4.465a.5.5 0 0 1-.707 0L2.343 3.05a.5.5 0 1 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .708z"></path></symbol></svg><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
   <div class="container-fluid top-nav-container">
-    <div class="col-md-6">
+    <div class="col-md-8">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="background-color: #FFC700; border-radius: 5px">
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
-            Alpha
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
+        <img id="incubator-logo" alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><span class="badge text-bg-warning">
+          <abbr title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.">
+            <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link">
+              <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
+              Alpha
+            </a>
+            <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
+          </abbr>
+        </span>
         
       </div>
     </div>
     <div class="selector-container">
+      <div id="theme-selector">
+        <li class="nav-item dropdown" id="theme-button-list">
+          <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+            <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><i data-feather="chevron-down"></i>
+          </button>
+          <ul class="dropdown-menu dropdown-menu-end" aria-labelledby="bd-theme-text"><li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                Light
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                Dark
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                Auto
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+          </ul></li>
+      </div>
       
-      
-      <div class="dropdown">
+      <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Learner View <i data-feather="chevron-down"></i>
         </button>
@@ -39,7 +65,7 @@
         </ul></div>
     </div>
   </div>
-  <hr></header><nav class="navbar navbar-expand-xl navbar-light bg-white bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
+  <hr></header><nav class="navbar navbar-expand-xl bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle Navigation">
       <span class="navbar-toggler-icon"></span>
       <span class="menu-title">Menu</span>
@@ -86,7 +112,7 @@
       </fieldset>
     </form>
     -->
-    <a class="btn btn-primary" href="aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
+    <a id="search-button" class="btn btn-primary" href="aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
   </div><!--/div.container-fluid -->
 </nav><div class="col-md-12 mobile-title">
   Python for Humanities
@@ -108,6 +134,33 @@
           <i class="search-icon" data-feather="x" role="img"></i>
         </button>
         <div class="sidebar-inner">
+          <div class="row mobile-row" id="theme-row-mobile">
+            <div class="col" id="theme-selector">
+              <li class="nav-item dropdown" id="theme-button-list">
+                <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+                  <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><span class="d-lg-none ms-1" id="bd-theme-text">Toggle Theme</span>
+                </button>
+                <ul class="dropdown-menu dropdown-menu-right" aria-labelledby="bd-theme-text"><li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                      Light
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                      Dark
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                      <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                      Auto
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                </ul></li>
+            </div>
+          </div>
           <div class="row mobile-row">
             <div class="col">
               <div class="sidenav-view-selector">
@@ -876,7 +929,7 @@ <h3 class="callout-title">Challenge - Putting it all together<a class="anchor" a
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.4" class="external-link">sandpaper (0.16.4)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.2" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -899,32 +952,26 @@ <h3 class="callout-title">Challenge - Putting it all together<a class="anchor" a
   "identifier": "https://carpentries-incubator.github.io/python-humanities-lesson/02-index-slice-subset.html",
   "dateCreated": "2024-02-13",
   "dateModified": "2024-02-13",
-  "datePublished": "2024-06-18"
+  "datePublished": "2024-06-25"
 }
 
   </script><script>
 		feather.replace();
-	</script><!-- Matomo
-    2022-11-07: we have gotten a notification that we have an overage for our
-    tracking and I'm pretty sure this has to do with Workbench usage.
-    Considering that I am not _currently_ using this tracking because I do not
-    yet know how to access the data, I am turning this off for now.
-  <script>
-    var _paq = window._paq = window._paq || [];
-    /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
-    _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
-    _paq.push(["setDomains", ["*.preview.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
-    _paq.push(["setDoNotTrack", true]);
-    _paq.push(["disableCookies"]);
-    _paq.push(['trackPageView']);
-    _paq.push(['enableLinkTracking']);
-    (function() {
-          var u="https://carpentries.matomo.cloud/";
-          _paq.push(['setTrackerUrl', u+'matomo.php']);
-          _paq.push(['setSiteId', '1']);
-          var d=document, g=d.createElement('script'), s=d.getElementsByTagName('script')[0];
-          g.async=true; g.src='https://cdn.matomo.cloud/carpentries.matomo.cloud/matomo.js'; s.parentNode.insertBefore(g,s);
-        })();
-  </script>
-  End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
+	</script><!-- Matomo --><script>
+          var _paq = window._paq = window._paq || [];
+          /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
+          _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
+          _paq.push(["setDomains", ["*.lessons.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
+          _paq.push(["setDoNotTrack", true]);
+          _paq.push(["disableCookies"]);
+          _paq.push(["trackPageView"]);
+          _paq.push(["enableLinkTracking"]);
+          (function() {
+              var u="https://matomo.carpentries.org/";
+              _paq.push(["setTrackerUrl", u+"matomo.php"]);
+              _paq.push(["setSiteId", "1"]);
+              var d=document, g=d.createElement("script"), s=d.getElementsByTagName("script")[0];
+              g.async=true; g.src="https://matomo.carpentries.org/matomo.js"; s.parentNode.insertBefore(g,s);
+          })();
+        </script><!-- End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
 
diff --git a/03-data-types-and-format.html b/03-data-types-and-format.html
index 9d22db01..336f4d09 100644
--- a/03-data-types-and-format.html
+++ b/03-data-types-and-format.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Data Types and Formats</title><meta name="viewport" content="width=device-width, initial-scale=1"><link rel="stylesheet" type="text/css" href="assets/styles.css"><script src="assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
+<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en" data-bs-theme="auto"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Data Types and Formats</title><meta name="viewport" content="width=device-width, initial-scale=1"><script src="assets/themetoggle.js"></script><link rel="stylesheet" type="text/css" href="assets/styles.css"><script src="assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
     MathJax.Hub.Config({
       config: ["MMLorHTML.js"],
       jax: ["input/TeX","input/MathML","output/HTML-CSS","output/NativeMML", "output/PreviewHTML"],
@@ -13,25 +13,51 @@
         processEscapes: true
       }
     });
-    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="favicon-16x16.png"><link rel="manifest" href="site.webmanifest"><link rel="mask-icon" href="safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" content="#ffffff"></head><body>
-    <header id="top" class="navbar navbar-expand-md navbar-light bg-white top-nav incubator"><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
+    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="favicon-16x16.png"><link rel="manifest" href="site.webmanifest"><link rel="mask-icon" href="safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" media="(prefers-color-scheme: light)" content="white"><meta name="theme-color" media="(prefers-color-scheme: dark)" content="black"></head><body>
+    <header id="top" class="navbar navbar-expand-md top-nav incubator"><svg xmlns="http://www.w3.org/2000/svg" class="d-none"><symbol id="check2" viewbox="0 0 16 16"><path d="M13.854 3.646a.5.5 0 0 1 0 .708l-7 7a.5.5 0 0 1-.708 0l-3.5-3.5a.5.5 0 1 1 .708-.708L6.5 10.293l6.646-6.647a.5.5 0 0 1 .708 0z"></path></symbol><symbol id="circle-half" viewbox="0 0 16 16"><path d="M8 15A7 7 0 1 0 8 1v14zm0 1A8 8 0 1 1 8 0a8 8 0 0 1 0 16z"></path></symbol><symbol id="moon-stars-fill" viewbox="0 0 16 16"><path d="M6 .278a.768.768 0 0 1 .08.858 7.208 7.208 0 0 0-.878 3.46c0 4.021 3.278 7.277 7.318 7.277.527 0 1.04-.055 1.533-.16a.787.787 0 0 1 .81.316.733.733 0 0 1-.031.893A8.349 8.349 0 0 1 8.344 16C3.734 16 0 12.286 0 7.71 0 4.266 2.114 1.312 5.124.06A.752.752 0 0 1 6 .278z"></path><path d="M10.794 3.148a.217.217 0 0 1 .412 0l.387 1.162c.173.518.579.924 1.097 1.097l1.162.387a.217.217 0 0 1 0 .412l-1.162.387a1.734 1.734 0 0 0-1.097 1.097l-.387 1.162a.217.217 0 0 1-.412 0l-.387-1.162A1.734 1.734 0 0 0 9.31 6.593l-1.162-.387a.217.217 0 0 1 0-.412l1.162-.387a1.734 1.734 0 0 0 1.097-1.097l.387-1.162zM13.863.099a.145.145 0 0 1 .274 0l.258.774c.115.346.386.617.732.732l.774.258a.145.145 0 0 1 0 .274l-.774.258a1.156 1.156 0 0 0-.732.732l-.258.774a.145.145 0 0 1-.274 0l-.258-.774a1.156 1.156 0 0 0-.732-.732l-.774-.258a.145.145 0 0 1 0-.274l.774-.258c.346-.115.617-.386.732-.732L13.863.1z"></path></symbol><symbol id="sun-fill" viewbox="0 0 16 16"><path d="M8 12a4 4 0 1 0 0-8 4 4 0 0 0 0 8zM8 0a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 0zm0 13a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 13zm8-5a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2a.5.5 0 0 1 .5.5zM3 8a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2A.5.5 0 0 1 3 8zm10.657-5.657a.5.5 0 0 1 0 .707l-1.414 1.415a.5.5 0 1 1-.707-.708l1.414-1.414a.5.5 0 0 1 .707 0zm-9.193 9.193a.5.5 0 0 1 0 .707L3.05 13.657a.5.5 0 0 1-.707-.707l1.414-1.414a.5.5 0 0 1 .707 0zm9.193 2.121a.5.5 0 0 1-.707 0l-1.414-1.414a.5.5 0 0 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .707zM4.464 4.465a.5.5 0 0 1-.707 0L2.343 3.05a.5.5 0 1 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .708z"></path></symbol></svg><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
   <div class="container-fluid top-nav-container">
-    <div class="col-md-6">
+    <div class="col-md-8">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="background-color: #FFC700; border-radius: 5px">
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
-            Alpha
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
+        <img id="incubator-logo" alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><span class="badge text-bg-warning">
+          <abbr title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.">
+            <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link">
+              <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
+              Alpha
+            </a>
+            <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
+          </abbr>
+        </span>
         
       </div>
     </div>
     <div class="selector-container">
+      <div id="theme-selector">
+        <li class="nav-item dropdown" id="theme-button-list">
+          <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+            <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><i data-feather="chevron-down"></i>
+          </button>
+          <ul class="dropdown-menu dropdown-menu-end" aria-labelledby="bd-theme-text"><li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                Light
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                Dark
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                Auto
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+          </ul></li>
+      </div>
       
-      
-      <div class="dropdown">
+      <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Learner View <i data-feather="chevron-down"></i>
         </button>
@@ -39,7 +65,7 @@
         </ul></div>
     </div>
   </div>
-  <hr></header><nav class="navbar navbar-expand-xl navbar-light bg-white bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
+  <hr></header><nav class="navbar navbar-expand-xl bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle Navigation">
       <span class="navbar-toggler-icon"></span>
       <span class="menu-title">Menu</span>
@@ -86,7 +112,7 @@
       </fieldset>
     </form>
     -->
-    <a class="btn btn-primary" href="aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
+    <a id="search-button" class="btn btn-primary" href="aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
   </div><!--/div.container-fluid -->
 </nav><div class="col-md-12 mobile-title">
   Python for Humanities
@@ -108,6 +134,33 @@
           <i class="search-icon" data-feather="x" role="img"></i>
         </button>
         <div class="sidebar-inner">
+          <div class="row mobile-row" id="theme-row-mobile">
+            <div class="col" id="theme-selector">
+              <li class="nav-item dropdown" id="theme-button-list">
+                <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+                  <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><span class="d-lg-none ms-1" id="bd-theme-text">Toggle Theme</span>
+                </button>
+                <ul class="dropdown-menu dropdown-menu-right" aria-labelledby="bd-theme-text"><li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                      Light
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                      Dark
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                      <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                      Auto
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                </ul></li>
+            </div>
+          </div>
           <div class="row mobile-row">
             <div class="col">
               <div class="sidenav-view-selector">
@@ -669,7 +722,7 @@ <h3 id="recap">Recap<a class="anchor" aria-label="anchor" href="#recap"></a></h3
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.4" class="external-link">sandpaper (0.16.4)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.2" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -692,32 +745,26 @@ <h3 id="recap">Recap<a class="anchor" aria-label="anchor" href="#recap"></a></h3
   "identifier": "https://carpentries-incubator.github.io/python-humanities-lesson/03-data-types-and-format.html",
   "dateCreated": "2024-02-13",
   "dateModified": "2024-02-13",
-  "datePublished": "2024-06-18"
+  "datePublished": "2024-06-25"
 }
 
   </script><script>
 		feather.replace();
-	</script><!-- Matomo
-    2022-11-07: we have gotten a notification that we have an overage for our
-    tracking and I'm pretty sure this has to do with Workbench usage.
-    Considering that I am not _currently_ using this tracking because I do not
-    yet know how to access the data, I am turning this off for now.
-  <script>
-    var _paq = window._paq = window._paq || [];
-    /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
-    _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
-    _paq.push(["setDomains", ["*.preview.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
-    _paq.push(["setDoNotTrack", true]);
-    _paq.push(["disableCookies"]);
-    _paq.push(['trackPageView']);
-    _paq.push(['enableLinkTracking']);
-    (function() {
-          var u="https://carpentries.matomo.cloud/";
-          _paq.push(['setTrackerUrl', u+'matomo.php']);
-          _paq.push(['setSiteId', '1']);
-          var d=document, g=d.createElement('script'), s=d.getElementsByTagName('script')[0];
-          g.async=true; g.src='https://cdn.matomo.cloud/carpentries.matomo.cloud/matomo.js'; s.parentNode.insertBefore(g,s);
-        })();
-  </script>
-  End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
+	</script><!-- Matomo --><script>
+          var _paq = window._paq = window._paq || [];
+          /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
+          _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
+          _paq.push(["setDomains", ["*.lessons.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
+          _paq.push(["setDoNotTrack", true]);
+          _paq.push(["disableCookies"]);
+          _paq.push(["trackPageView"]);
+          _paq.push(["enableLinkTracking"]);
+          (function() {
+              var u="https://matomo.carpentries.org/";
+              _paq.push(["setTrackerUrl", u+"matomo.php"]);
+              _paq.push(["setSiteId", "1"]);
+              var d=document, g=d.createElement("script"), s=d.getElementsByTagName("script")[0];
+              g.async=true; g.src="https://matomo.carpentries.org/matomo.js"; s.parentNode.insertBefore(g,s);
+          })();
+        </script><!-- End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
 
diff --git a/04-merging-data.html b/04-merging-data.html
index 4b8ca3f5..0e724022 100644
--- a/04-merging-data.html
+++ b/04-merging-data.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Combining DataFrames with pandas</title><meta name="viewport" content="width=device-width, initial-scale=1"><link rel="stylesheet" type="text/css" href="assets/styles.css"><script src="assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
+<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en" data-bs-theme="auto"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Combining DataFrames with pandas</title><meta name="viewport" content="width=device-width, initial-scale=1"><script src="assets/themetoggle.js"></script><link rel="stylesheet" type="text/css" href="assets/styles.css"><script src="assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
     MathJax.Hub.Config({
       config: ["MMLorHTML.js"],
       jax: ["input/TeX","input/MathML","output/HTML-CSS","output/NativeMML", "output/PreviewHTML"],
@@ -13,25 +13,51 @@
         processEscapes: true
       }
     });
-    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="favicon-16x16.png"><link rel="manifest" href="site.webmanifest"><link rel="mask-icon" href="safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" content="#ffffff"></head><body>
-    <header id="top" class="navbar navbar-expand-md navbar-light bg-white top-nav incubator"><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
+    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="favicon-16x16.png"><link rel="manifest" href="site.webmanifest"><link rel="mask-icon" href="safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" media="(prefers-color-scheme: light)" content="white"><meta name="theme-color" media="(prefers-color-scheme: dark)" content="black"></head><body>
+    <header id="top" class="navbar navbar-expand-md top-nav incubator"><svg xmlns="http://www.w3.org/2000/svg" class="d-none"><symbol id="check2" viewbox="0 0 16 16"><path d="M13.854 3.646a.5.5 0 0 1 0 .708l-7 7a.5.5 0 0 1-.708 0l-3.5-3.5a.5.5 0 1 1 .708-.708L6.5 10.293l6.646-6.647a.5.5 0 0 1 .708 0z"></path></symbol><symbol id="circle-half" viewbox="0 0 16 16"><path d="M8 15A7 7 0 1 0 8 1v14zm0 1A8 8 0 1 1 8 0a8 8 0 0 1 0 16z"></path></symbol><symbol id="moon-stars-fill" viewbox="0 0 16 16"><path d="M6 .278a.768.768 0 0 1 .08.858 7.208 7.208 0 0 0-.878 3.46c0 4.021 3.278 7.277 7.318 7.277.527 0 1.04-.055 1.533-.16a.787.787 0 0 1 .81.316.733.733 0 0 1-.031.893A8.349 8.349 0 0 1 8.344 16C3.734 16 0 12.286 0 7.71 0 4.266 2.114 1.312 5.124.06A.752.752 0 0 1 6 .278z"></path><path d="M10.794 3.148a.217.217 0 0 1 .412 0l.387 1.162c.173.518.579.924 1.097 1.097l1.162.387a.217.217 0 0 1 0 .412l-1.162.387a1.734 1.734 0 0 0-1.097 1.097l-.387 1.162a.217.217 0 0 1-.412 0l-.387-1.162A1.734 1.734 0 0 0 9.31 6.593l-1.162-.387a.217.217 0 0 1 0-.412l1.162-.387a1.734 1.734 0 0 0 1.097-1.097l.387-1.162zM13.863.099a.145.145 0 0 1 .274 0l.258.774c.115.346.386.617.732.732l.774.258a.145.145 0 0 1 0 .274l-.774.258a1.156 1.156 0 0 0-.732.732l-.258.774a.145.145 0 0 1-.274 0l-.258-.774a1.156 1.156 0 0 0-.732-.732l-.774-.258a.145.145 0 0 1 0-.274l.774-.258c.346-.115.617-.386.732-.732L13.863.1z"></path></symbol><symbol id="sun-fill" viewbox="0 0 16 16"><path d="M8 12a4 4 0 1 0 0-8 4 4 0 0 0 0 8zM8 0a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 0zm0 13a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 13zm8-5a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2a.5.5 0 0 1 .5.5zM3 8a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2A.5.5 0 0 1 3 8zm10.657-5.657a.5.5 0 0 1 0 .707l-1.414 1.415a.5.5 0 1 1-.707-.708l1.414-1.414a.5.5 0 0 1 .707 0zm-9.193 9.193a.5.5 0 0 1 0 .707L3.05 13.657a.5.5 0 0 1-.707-.707l1.414-1.414a.5.5 0 0 1 .707 0zm9.193 2.121a.5.5 0 0 1-.707 0l-1.414-1.414a.5.5 0 0 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .707zM4.464 4.465a.5.5 0 0 1-.707 0L2.343 3.05a.5.5 0 1 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .708z"></path></symbol></svg><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
   <div class="container-fluid top-nav-container">
-    <div class="col-md-6">
+    <div class="col-md-8">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="background-color: #FFC700; border-radius: 5px">
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
-            Alpha
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
+        <img id="incubator-logo" alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><span class="badge text-bg-warning">
+          <abbr title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.">
+            <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link">
+              <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
+              Alpha
+            </a>
+            <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
+          </abbr>
+        </span>
         
       </div>
     </div>
     <div class="selector-container">
+      <div id="theme-selector">
+        <li class="nav-item dropdown" id="theme-button-list">
+          <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+            <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><i data-feather="chevron-down"></i>
+          </button>
+          <ul class="dropdown-menu dropdown-menu-end" aria-labelledby="bd-theme-text"><li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                Light
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                Dark
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                Auto
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+          </ul></li>
+      </div>
       
-      
-      <div class="dropdown">
+      <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Learner View <i data-feather="chevron-down"></i>
         </button>
@@ -39,7 +65,7 @@
         </ul></div>
     </div>
   </div>
-  <hr></header><nav class="navbar navbar-expand-xl navbar-light bg-white bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
+  <hr></header><nav class="navbar navbar-expand-xl bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle Navigation">
       <span class="navbar-toggler-icon"></span>
       <span class="menu-title">Menu</span>
@@ -86,7 +112,7 @@
       </fieldset>
     </form>
     -->
-    <a class="btn btn-primary" href="aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
+    <a id="search-button" class="btn btn-primary" href="aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
   </div><!--/div.container-fluid -->
 </nav><div class="col-md-12 mobile-title">
   Python for Humanities
@@ -108,6 +134,33 @@
           <i class="search-icon" data-feather="x" role="img"></i>
         </button>
         <div class="sidebar-inner">
+          <div class="row mobile-row" id="theme-row-mobile">
+            <div class="col" id="theme-selector">
+              <li class="nav-item dropdown" id="theme-button-list">
+                <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+                  <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><span class="d-lg-none ms-1" id="bd-theme-text">Toggle Theme</span>
+                </button>
+                <ul class="dropdown-menu dropdown-menu-right" aria-labelledby="bd-theme-text"><li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                      Light
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                      Dark
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                      <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                      Auto
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                </ul></li>
+            </div>
+          </div>
           <div class="row mobile-row">
             <div class="col">
               <div class="sidenav-view-selector">
@@ -464,7 +517,9 @@ <h3 class="callout-title">Challenge - Combine Data<a class="anchor" aria-label="
 <div id="accordionSolution1" class="accordion challenge-accordion accordion-flush">
 <div class="accordion-item">
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
-  <h4 class="accordion-header" id="headingSolution1">Solution to Challenge</h4>
+  <h4 class="accordion-header" id="headingSolution1">
+  Solution to Challenge
+  </h4>
 </button>
 <div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
@@ -678,7 +733,9 @@ <h3 class="callout-title">Challenge - Distributions<a class="anchor" aria-label=
 <div id="accordionSolution2" class="accordion challenge-accordion accordion-flush">
 <div class="accordion-item">
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
-  <h4 class="accordion-header" id="headingSolution2">Solution to challenge</h4>
+  <h4 class="accordion-header" id="headingSolution2">
+  Solution to challenge
+  </h4>
 </button>
 <div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
 <div class="accordion-body">
@@ -745,7 +802,7 @@ <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"><
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.4" class="external-link">sandpaper (0.16.4)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.2" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
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@@ -768,32 +825,26 @@ <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"><
   "identifier": "https://carpentries-incubator.github.io/python-humanities-lesson/04-merging-data.html",
   "dateCreated": "2024-02-13",
   "dateModified": "2024-02-13",
-  "datePublished": "2024-06-18"
+  "datePublished": "2024-06-25"
 }
 
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-  End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
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+          /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
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diff --git a/05-loops-and-functions.html b/05-loops-and-functions.html
index 135be098..8bf06665 100644
--- a/05-loops-and-functions.html
+++ b/05-loops-and-functions.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Data workflows and automation</title><meta name="viewport" content="width=device-width, initial-scale=1"><link rel="stylesheet" type="text/css" href="assets/styles.css"><script src="assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
+<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en" data-bs-theme="auto"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Data workflows and automation</title><meta name="viewport" content="width=device-width, initial-scale=1"><script src="assets/themetoggle.js"></script><link rel="stylesheet" type="text/css" href="assets/styles.css"><script src="assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
     MathJax.Hub.Config({
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@@ -13,25 +13,51 @@
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-            Alpha
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
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+        <img id="incubator-logo" alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><span class="badge text-bg-warning">
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+              <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
+              Alpha
+            </a>
+            <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
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+      <div id="theme-selector">
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+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                Light
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
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+                <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                Auto
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           <i aria-hidden="true" class="icon" data-feather="eye"></i> Learner View <i data-feather="chevron-down"></i>
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@@ -39,7 +65,7 @@
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     </div>
   </div>
-  <hr></header><nav class="navbar navbar-expand-xl navbar-light bg-white bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
+  <hr></header><nav class="navbar navbar-expand-xl bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle Navigation">
       <span class="navbar-toggler-icon"></span>
       <span class="menu-title">Menu</span>
@@ -86,7 +112,7 @@
       </fieldset>
     </form>
     -->
-    <a class="btn btn-primary" href="aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
+    <a id="search-button" class="btn btn-primary" href="aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
   </div><!--/div.container-fluid -->
 </nav><div class="col-md-12 mobile-title">
   Python for Humanities
@@ -108,6 +134,33 @@
           <i class="search-icon" data-feather="x" role="img"></i>
         </button>
         <div class="sidebar-inner">
+          <div class="row mobile-row" id="theme-row-mobile">
+            <div class="col" id="theme-selector">
+              <li class="nav-item dropdown" id="theme-button-list">
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+                  <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><span class="d-lg-none ms-1" id="bd-theme-text">Toggle Theme</span>
+                </button>
+                <ul class="dropdown-menu dropdown-menu-right" aria-labelledby="bd-theme-text"><li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                      Light
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                      Dark
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                      <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                      Auto
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                </ul></li>
+            </div>
+          </div>
           <div class="row mobile-row">
             <div class="col">
               <div class="sidenav-view-selector">
@@ -1073,7 +1126,7 @@ <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"><
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.4" class="external-link">sandpaper (0.16.4)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.2" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -1096,32 +1149,26 @@ <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"><
   "identifier": "https://carpentries-incubator.github.io/python-humanities-lesson/05-loops-and-functions.html",
   "dateCreated": "2024-02-13",
   "dateModified": "2024-02-13",
-  "datePublished": "2024-06-18"
+  "datePublished": "2024-06-25"
 }
 
   </script><script>
 		feather.replace();
-	</script><!-- Matomo
-    2022-11-07: we have gotten a notification that we have an overage for our
-    tracking and I'm pretty sure this has to do with Workbench usage.
-    Considering that I am not _currently_ using this tracking because I do not
-    yet know how to access the data, I am turning this off for now.
-  <script>
-    var _paq = window._paq = window._paq || [];
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-    _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
-    _paq.push(["setDomains", ["*.preview.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
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diff --git a/06-visualization-ggplot-python.html b/06-visualization-ggplot-python.html
index 55366d6a..abd49ad8 100644
--- a/06-visualization-ggplot-python.html
+++ b/06-visualization-ggplot-python.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Plotting with bokeh</title><meta name="viewport" content="width=device-width, initial-scale=1"><link rel="stylesheet" type="text/css" href="assets/styles.css"><script src="assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
+<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en" data-bs-theme="auto"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Plotting with bokeh</title><meta name="viewport" content="width=device-width, initial-scale=1"><script src="assets/themetoggle.js"></script><link rel="stylesheet" type="text/css" href="assets/styles.css"><script src="assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
     MathJax.Hub.Config({
       config: ["MMLorHTML.js"],
       jax: ["input/TeX","input/MathML","output/HTML-CSS","output/NativeMML", "output/PreviewHTML"],
@@ -13,25 +13,51 @@
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+        <img id="incubator-logo" alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><span class="badge text-bg-warning">
+          <abbr title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.">
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+              <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
+              Alpha
+            </a>
+            <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
+          </abbr>
+        </span>
         
       </div>
     </div>
     <div class="selector-container">
+      <div id="theme-selector">
+        <li class="nav-item dropdown" id="theme-button-list">
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+          <ul class="dropdown-menu dropdown-menu-end" aria-labelledby="bd-theme-text"><li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                Light
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
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+                <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
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+              <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                Auto
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+            </li>
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+      </div>
       
-      
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+      <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Learner View <i data-feather="chevron-down"></i>
         </button>
@@ -39,7 +65,7 @@
         </ul></div>
     </div>
   </div>
-  <hr></header><nav class="navbar navbar-expand-xl navbar-light bg-white bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
+  <hr></header><nav class="navbar navbar-expand-xl bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle Navigation">
       <span class="navbar-toggler-icon"></span>
       <span class="menu-title">Menu</span>
@@ -86,7 +112,7 @@
       </fieldset>
     </form>
     -->
-    <a class="btn btn-primary" href="aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
+    <a id="search-button" class="btn btn-primary" href="aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
   </div><!--/div.container-fluid -->
 </nav><div class="col-md-12 mobile-title">
   Python for Humanities
@@ -108,6 +134,33 @@
           <i class="search-icon" data-feather="x" role="img"></i>
         </button>
         <div class="sidebar-inner">
+          <div class="row mobile-row" id="theme-row-mobile">
+            <div class="col" id="theme-selector">
+              <li class="nav-item dropdown" id="theme-button-list">
+                <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+                  <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><span class="d-lg-none ms-1" id="bd-theme-text">Toggle Theme</span>
+                </button>
+                <ul class="dropdown-menu dropdown-menu-right" aria-labelledby="bd-theme-text"><li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                      Light
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
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+                      <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                      Dark
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                      <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                      Auto
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                </ul></li>
+            </div>
+          </div>
           <div class="row mobile-row">
             <div class="col">
               <div class="sidenav-view-selector">
@@ -544,7 +597,7 @@ <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"><
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.4" class="external-link">sandpaper (0.16.4)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.2" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -567,32 +620,26 @@ <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"><
   "identifier": "https://carpentries-incubator.github.io/python-humanities-lesson/06-visualization-ggplot-python.html",
   "dateCreated": "2024-02-13",
   "dateModified": "2024-02-13",
-  "datePublished": "2024-06-18"
+  "datePublished": "2024-06-25"
 }
 
   </script><script>
 		feather.replace();
-	</script><!-- Matomo
-    2022-11-07: we have gotten a notification that we have an overage for our
-    tracking and I'm pretty sure this has to do with Workbench usage.
-    Considering that I am not _currently_ using this tracking because I do not
-    yet know how to access the data, I am turning this off for now.
-  <script>
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-    _paq.push(["setDoNotTrack", true]);
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-  </script>
-  End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
+	</script><!-- Matomo --><script>
+          var _paq = window._paq = window._paq || [];
+          /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
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+          _paq.push(["setDomains", ["*.lessons.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
+          _paq.push(["setDoNotTrack", true]);
+          _paq.push(["disableCookies"]);
+          _paq.push(["trackPageView"]);
+          _paq.push(["enableLinkTracking"]);
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+        </script><!-- End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
 
diff --git a/07-putting-it-all-together.html b/07-putting-it-all-together.html
index afc71289..5b5cd281 100644
--- a/07-putting-it-all-together.html
+++ b/07-putting-it-all-together.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Data Ingest &amp; Visualization - Matplotlib &amp; Pandas</title><meta name="viewport" content="width=device-width, initial-scale=1"><link rel="stylesheet" type="text/css" href="assets/styles.css"><script src="assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
+<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en" data-bs-theme="auto"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Data Ingest &amp; Visualization - Matplotlib &amp; Pandas</title><meta name="viewport" content="width=device-width, initial-scale=1"><script src="assets/themetoggle.js"></script><link rel="stylesheet" type="text/css" href="assets/styles.css"><script src="assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
     MathJax.Hub.Config({
       config: ["MMLorHTML.js"],
       jax: ["input/TeX","input/MathML","output/HTML-CSS","output/NativeMML", "output/PreviewHTML"],
@@ -13,25 +13,51 @@
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-    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="favicon-16x16.png"><link rel="manifest" href="site.webmanifest"><link rel="mask-icon" href="safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" content="#ffffff"></head><body>
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+    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="favicon-16x16.png"><link rel="manifest" href="site.webmanifest"><link rel="mask-icon" href="safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" media="(prefers-color-scheme: light)" content="white"><meta name="theme-color" media="(prefers-color-scheme: dark)" content="black"></head><body>
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-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
+        <img id="incubator-logo" alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><span class="badge text-bg-warning">
+          <abbr title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.">
+            <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link">
+              <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
+              Alpha
+            </a>
+            <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
+          </abbr>
+        </span>
         
       </div>
     </div>
     <div class="selector-container">
+      <div id="theme-selector">
+        <li class="nav-item dropdown" id="theme-button-list">
+          <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+            <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><i data-feather="chevron-down"></i>
+          </button>
+          <ul class="dropdown-menu dropdown-menu-end" aria-labelledby="bd-theme-text"><li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                Light
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                Dark
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                Auto
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+          </ul></li>
+      </div>
       
-      
-      <div class="dropdown">
+      <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Learner View <i data-feather="chevron-down"></i>
         </button>
@@ -39,7 +65,7 @@
         </ul></div>
     </div>
   </div>
-  <hr></header><nav class="navbar navbar-expand-xl navbar-light bg-white bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
+  <hr></header><nav class="navbar navbar-expand-xl bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle Navigation">
       <span class="navbar-toggler-icon"></span>
       <span class="menu-title">Menu</span>
@@ -86,7 +112,7 @@
       </fieldset>
     </form>
     -->
-    <a class="btn btn-primary" href="aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
+    <a id="search-button" class="btn btn-primary" href="aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
   </div><!--/div.container-fluid -->
 </nav><div class="col-md-12 mobile-title">
   Python for Humanities
@@ -108,6 +134,33 @@
           <i class="search-icon" data-feather="x" role="img"></i>
         </button>
         <div class="sidebar-inner">
+          <div class="row mobile-row" id="theme-row-mobile">
+            <div class="col" id="theme-selector">
+              <li class="nav-item dropdown" id="theme-button-list">
+                <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+                  <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><span class="d-lg-none ms-1" id="bd-theme-text">Toggle Theme</span>
+                </button>
+                <ul class="dropdown-menu dropdown-menu-right" aria-labelledby="bd-theme-text"><li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                      Light
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                      Dark
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                      <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                      Auto
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                </ul></li>
+            </div>
+          </div>
           <div class="row mobile-row">
             <div class="col">
               <div class="sidenav-view-selector">
@@ -664,7 +717,7 @@ <h3 class="callout-title">Challenge - Final Plot<a class="anchor" aria-label="an
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.4" class="external-link">sandpaper (0.16.4)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.2" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -687,32 +740,26 @@ <h3 class="callout-title">Challenge - Final Plot<a class="anchor" aria-label="an
   "identifier": "https://carpentries-incubator.github.io/python-humanities-lesson/07-putting-it-all-together.html",
   "dateCreated": "2024-02-13",
   "dateModified": "2024-02-13",
-  "datePublished": "2024-06-18"
+  "datePublished": "2024-06-25"
 }
 
   </script><script>
 		feather.replace();
-	</script><!-- Matomo
-    2022-11-07: we have gotten a notification that we have an overage for our
-    tracking and I'm pretty sure this has to do with Workbench usage.
-    Considering that I am not _currently_ using this tracking because I do not
-    yet know how to access the data, I am turning this off for now.
-  <script>
-    var _paq = window._paq = window._paq || [];
-    /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
-    _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
-    _paq.push(["setDomains", ["*.preview.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
-    _paq.push(["setDoNotTrack", true]);
-    _paq.push(["disableCookies"]);
-    _paq.push(['trackPageView']);
-    _paq.push(['enableLinkTracking']);
-    (function() {
-          var u="https://carpentries.matomo.cloud/";
-          _paq.push(['setTrackerUrl', u+'matomo.php']);
-          _paq.push(['setSiteId', '1']);
-          var d=document, g=d.createElement('script'), s=d.getElementsByTagName('script')[0];
-          g.async=true; g.src='https://cdn.matomo.cloud/carpentries.matomo.cloud/matomo.js'; s.parentNode.insertBefore(g,s);
-        })();
-  </script>
-  End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
+	</script><!-- Matomo --><script>
+          var _paq = window._paq = window._paq || [];
+          /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
+          _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
+          _paq.push(["setDomains", ["*.lessons.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
+          _paq.push(["setDoNotTrack", true]);
+          _paq.push(["disableCookies"]);
+          _paq.push(["trackPageView"]);
+          _paq.push(["enableLinkTracking"]);
+          (function() {
+              var u="https://matomo.carpentries.org/";
+              _paq.push(["setTrackerUrl", u+"matomo.php"]);
+              _paq.push(["setSiteId", "1"]);
+              var d=document, g=d.createElement("script"), s=d.getElementsByTagName("script")[0];
+              g.async=true; g.src="https://matomo.carpentries.org/matomo.js"; s.parentNode.insertBefore(g,s);
+          })();
+        </script><!-- End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
 
diff --git a/08-working-with-sql.html b/08-working-with-sql.html
index 3a055389..896f1adb 100644
--- a/08-working-with-sql.html
+++ b/08-working-with-sql.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Accessing SQLite Databases Using Python &amp; Pandas</title><meta name="viewport" content="width=device-width, initial-scale=1"><link rel="stylesheet" type="text/css" href="assets/styles.css"><script src="assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
+<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en" data-bs-theme="auto"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Accessing SQLite Databases Using Python &amp; Pandas</title><meta name="viewport" content="width=device-width, initial-scale=1"><script src="assets/themetoggle.js"></script><link rel="stylesheet" type="text/css" href="assets/styles.css"><script src="assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
     MathJax.Hub.Config({
       config: ["MMLorHTML.js"],
       jax: ["input/TeX","input/MathML","output/HTML-CSS","output/NativeMML", "output/PreviewHTML"],
@@ -13,25 +13,51 @@
         processEscapes: true
       }
     });
-    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="favicon-16x16.png"><link rel="manifest" href="site.webmanifest"><link rel="mask-icon" href="safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" content="#ffffff"></head><body>
-    <header id="top" class="navbar navbar-expand-md navbar-light bg-white top-nav incubator"><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
+    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="favicon-16x16.png"><link rel="manifest" href="site.webmanifest"><link rel="mask-icon" href="safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" media="(prefers-color-scheme: light)" content="white"><meta name="theme-color" media="(prefers-color-scheme: dark)" content="black"></head><body>
+    <header id="top" class="navbar navbar-expand-md top-nav incubator"><svg xmlns="http://www.w3.org/2000/svg" class="d-none"><symbol id="check2" viewbox="0 0 16 16"><path d="M13.854 3.646a.5.5 0 0 1 0 .708l-7 7a.5.5 0 0 1-.708 0l-3.5-3.5a.5.5 0 1 1 .708-.708L6.5 10.293l6.646-6.647a.5.5 0 0 1 .708 0z"></path></symbol><symbol id="circle-half" viewbox="0 0 16 16"><path d="M8 15A7 7 0 1 0 8 1v14zm0 1A8 8 0 1 1 8 0a8 8 0 0 1 0 16z"></path></symbol><symbol id="moon-stars-fill" viewbox="0 0 16 16"><path d="M6 .278a.768.768 0 0 1 .08.858 7.208 7.208 0 0 0-.878 3.46c0 4.021 3.278 7.277 7.318 7.277.527 0 1.04-.055 1.533-.16a.787.787 0 0 1 .81.316.733.733 0 0 1-.031.893A8.349 8.349 0 0 1 8.344 16C3.734 16 0 12.286 0 7.71 0 4.266 2.114 1.312 5.124.06A.752.752 0 0 1 6 .278z"></path><path d="M10.794 3.148a.217.217 0 0 1 .412 0l.387 1.162c.173.518.579.924 1.097 1.097l1.162.387a.217.217 0 0 1 0 .412l-1.162.387a1.734 1.734 0 0 0-1.097 1.097l-.387 1.162a.217.217 0 0 1-.412 0l-.387-1.162A1.734 1.734 0 0 0 9.31 6.593l-1.162-.387a.217.217 0 0 1 0-.412l1.162-.387a1.734 1.734 0 0 0 1.097-1.097l.387-1.162zM13.863.099a.145.145 0 0 1 .274 0l.258.774c.115.346.386.617.732.732l.774.258a.145.145 0 0 1 0 .274l-.774.258a1.156 1.156 0 0 0-.732.732l-.258.774a.145.145 0 0 1-.274 0l-.258-.774a1.156 1.156 0 0 0-.732-.732l-.774-.258a.145.145 0 0 1 0-.274l.774-.258c.346-.115.617-.386.732-.732L13.863.1z"></path></symbol><symbol id="sun-fill" viewbox="0 0 16 16"><path d="M8 12a4 4 0 1 0 0-8 4 4 0 0 0 0 8zM8 0a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 0zm0 13a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 13zm8-5a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2a.5.5 0 0 1 .5.5zM3 8a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2A.5.5 0 0 1 3 8zm10.657-5.657a.5.5 0 0 1 0 .707l-1.414 1.415a.5.5 0 1 1-.707-.708l1.414-1.414a.5.5 0 0 1 .707 0zm-9.193 9.193a.5.5 0 0 1 0 .707L3.05 13.657a.5.5 0 0 1-.707-.707l1.414-1.414a.5.5 0 0 1 .707 0zm9.193 2.121a.5.5 0 0 1-.707 0l-1.414-1.414a.5.5 0 0 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .707zM4.464 4.465a.5.5 0 0 1-.707 0L2.343 3.05a.5.5 0 1 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .708z"></path></symbol></svg><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
   <div class="container-fluid top-nav-container">
-    <div class="col-md-6">
+    <div class="col-md-8">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="background-color: #FFC700; border-radius: 5px">
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
-            Alpha
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
+        <img id="incubator-logo" alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><span class="badge text-bg-warning">
+          <abbr title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.">
+            <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link">
+              <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
+              Alpha
+            </a>
+            <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
+          </abbr>
+        </span>
         
       </div>
     </div>
     <div class="selector-container">
+      <div id="theme-selector">
+        <li class="nav-item dropdown" id="theme-button-list">
+          <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+            <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><i data-feather="chevron-down"></i>
+          </button>
+          <ul class="dropdown-menu dropdown-menu-end" aria-labelledby="bd-theme-text"><li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                Light
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                Dark
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                Auto
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+          </ul></li>
+      </div>
       
-      
-      <div class="dropdown">
+      <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Learner View <i data-feather="chevron-down"></i>
         </button>
@@ -39,7 +65,7 @@
         </ul></div>
     </div>
   </div>
-  <hr></header><nav class="navbar navbar-expand-xl navbar-light bg-white bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
+  <hr></header><nav class="navbar navbar-expand-xl bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle Navigation">
       <span class="navbar-toggler-icon"></span>
       <span class="menu-title">Menu</span>
@@ -86,7 +112,7 @@
       </fieldset>
     </form>
     -->
-    <a class="btn btn-primary" href="aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
+    <a id="search-button" class="btn btn-primary" href="aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
   </div><!--/div.container-fluid -->
 </nav><div class="col-md-12 mobile-title">
   Python for Humanities
@@ -108,6 +134,33 @@
           <i class="search-icon" data-feather="x" role="img"></i>
         </button>
         <div class="sidebar-inner">
+          <div class="row mobile-row" id="theme-row-mobile">
+            <div class="col" id="theme-selector">
+              <li class="nav-item dropdown" id="theme-button-list">
+                <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+                  <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><span class="d-lg-none ms-1" id="bd-theme-text">Toggle Theme</span>
+                </button>
+                <ul class="dropdown-menu dropdown-menu-right" aria-labelledby="bd-theme-text"><li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                      Light
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                      Dark
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                      <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                      Auto
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                </ul></li>
+            </div>
+          </div>
           <div class="row mobile-row">
             <div class="col">
               <div class="sidenav-view-selector">
@@ -502,7 +555,7 @@ <h3 class="callout-title">Challenge - Saving your work<a class="anchor" aria-lab
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-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.4" class="external-link">sandpaper (0.16.4)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.2" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
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@@ -525,32 +578,26 @@ <h3 class="callout-title">Challenge - Saving your work<a class="anchor" aria-lab
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   "dateCreated": "2024-02-13",
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-  "datePublished": "2024-06-18"
+  "datePublished": "2024-06-25"
 }
 
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diff --git a/404.html b/404.html
index 0d4d6362..deaa46dc 100644
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@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Page not found</title><meta name="viewport" content="width=device-width, initial-scale=1"><link rel="stylesheet" type="text/css" href="https://carpentries-incubator.github.io/python-humanities-lesson/assets/styles.css"><script src="https://carpentries-incubator.github.io/python-humanities-lesson/assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
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+        <img id="incubator-logo" alt="Carpentries Incubator" src="https://carpentries-incubator.github.io/python-humanities-lesson/assets/images/incubator-logo.svg"><span class="badge text-bg-warning">
+          <abbr title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.">
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+              <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
+              Alpha
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+            <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
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+                Auto
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@@ -39,7 +65,7 @@
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-  <hr></header><nav class="navbar navbar-expand-xl navbar-light bg-white bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
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@@ -87,7 +113,7 @@
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+    <a id="search-button" class="external-link btn btn-primary" href="https://carpentries-incubator.github.io/python-humanities-lesson/aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
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 </nav><div class="col-md-12 mobile-title">
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@@ -109,6 +135,33 @@
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         </button>
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+          <div class="row mobile-row" id="theme-row-mobile">
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+                  <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><span class="d-lg-none ms-1" id="bd-theme-text">Toggle Theme</span>
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+                      <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                      Light
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+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
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+                      Dark
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+                      <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                      Auto
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+                  </li>
+                </ul></li>
+            </div>
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           <div class="row mobile-row">
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@@ -333,7 +386,7 @@ <h1>Page not found</h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
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+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
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 		</footer></div> <!-- / div.container -->
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@@ -355,33 +408,27 @@ <h1>Page not found</h1>
   "url": "https://carpentries-incubator.github.io/python-humanities-lesson/404.html",
   "identifier": "https://carpentries-incubator.github.io/python-humanities-lesson/404.html",
   "dateCreated": "2024-02-13",
-  "dateModified": "2024-06-18",
-  "datePublished": "2024-06-18"
+  "dateModified": "2024-06-25",
+  "datePublished": "2024-06-25"
 }
 
   </script><script>
 		feather.replace();
-	</script><!-- Matomo
-    2022-11-07: we have gotten a notification that we have an overage for our
-    tracking and I'm pretty sure this has to do with Workbench usage.
-    Considering that I am not _currently_ using this tracking because I do not
-    yet know how to access the data, I am turning this off for now.
-  <script>
-    var _paq = window._paq = window._paq || [];
-    /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
-    _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
-    _paq.push(["setDomains", ["*.preview.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
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+	</script><!-- Matomo --><script>
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diff --git a/CODE_OF_CONDUCT.html b/CODE_OF_CONDUCT.html
index 8be6d873..00d823a5 100644
--- a/CODE_OF_CONDUCT.html
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@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Contributor Code of Conduct</title><meta name="viewport" content="width=device-width, initial-scale=1"><link rel="stylesheet" type="text/css" href="assets/styles.css"><script src="assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
+<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en" data-bs-theme="auto"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Contributor Code of Conduct</title><meta name="viewport" content="width=device-width, initial-scale=1"><script src="assets/themetoggle.js"></script><link rel="stylesheet" type="text/css" href="assets/styles.css"><script src="assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
     MathJax.Hub.Config({
       config: ["MMLorHTML.js"],
       jax: ["input/TeX","input/MathML","output/HTML-CSS","output/NativeMML", "output/PreviewHTML"],
@@ -13,25 +13,51 @@
         processEscapes: true
       }
     });
-    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="favicon-16x16.png"><link rel="manifest" href="site.webmanifest"><link rel="mask-icon" href="safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" content="#ffffff"></head><body>
-    <header id="top" class="navbar navbar-expand-md navbar-light bg-white top-nav incubator"><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
+    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="favicon-16x16.png"><link rel="manifest" href="site.webmanifest"><link rel="mask-icon" href="safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" media="(prefers-color-scheme: light)" content="white"><meta name="theme-color" media="(prefers-color-scheme: dark)" content="black"></head><body>
+    <header id="top" class="navbar navbar-expand-md top-nav incubator"><svg xmlns="http://www.w3.org/2000/svg" class="d-none"><symbol id="check2" viewbox="0 0 16 16"><path d="M13.854 3.646a.5.5 0 0 1 0 .708l-7 7a.5.5 0 0 1-.708 0l-3.5-3.5a.5.5 0 1 1 .708-.708L6.5 10.293l6.646-6.647a.5.5 0 0 1 .708 0z"></path></symbol><symbol id="circle-half" viewbox="0 0 16 16"><path d="M8 15A7 7 0 1 0 8 1v14zm0 1A8 8 0 1 1 8 0a8 8 0 0 1 0 16z"></path></symbol><symbol id="moon-stars-fill" viewbox="0 0 16 16"><path d="M6 .278a.768.768 0 0 1 .08.858 7.208 7.208 0 0 0-.878 3.46c0 4.021 3.278 7.277 7.318 7.277.527 0 1.04-.055 1.533-.16a.787.787 0 0 1 .81.316.733.733 0 0 1-.031.893A8.349 8.349 0 0 1 8.344 16C3.734 16 0 12.286 0 7.71 0 4.266 2.114 1.312 5.124.06A.752.752 0 0 1 6 .278z"></path><path d="M10.794 3.148a.217.217 0 0 1 .412 0l.387 1.162c.173.518.579.924 1.097 1.097l1.162.387a.217.217 0 0 1 0 .412l-1.162.387a1.734 1.734 0 0 0-1.097 1.097l-.387 1.162a.217.217 0 0 1-.412 0l-.387-1.162A1.734 1.734 0 0 0 9.31 6.593l-1.162-.387a.217.217 0 0 1 0-.412l1.162-.387a1.734 1.734 0 0 0 1.097-1.097l.387-1.162zM13.863.099a.145.145 0 0 1 .274 0l.258.774c.115.346.386.617.732.732l.774.258a.145.145 0 0 1 0 .274l-.774.258a1.156 1.156 0 0 0-.732.732l-.258.774a.145.145 0 0 1-.274 0l-.258-.774a1.156 1.156 0 0 0-.732-.732l-.774-.258a.145.145 0 0 1 0-.274l.774-.258c.346-.115.617-.386.732-.732L13.863.1z"></path></symbol><symbol id="sun-fill" viewbox="0 0 16 16"><path d="M8 12a4 4 0 1 0 0-8 4 4 0 0 0 0 8zM8 0a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 0zm0 13a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 13zm8-5a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2a.5.5 0 0 1 .5.5zM3 8a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2A.5.5 0 0 1 3 8zm10.657-5.657a.5.5 0 0 1 0 .707l-1.414 1.415a.5.5 0 1 1-.707-.708l1.414-1.414a.5.5 0 0 1 .707 0zm-9.193 9.193a.5.5 0 0 1 0 .707L3.05 13.657a.5.5 0 0 1-.707-.707l1.414-1.414a.5.5 0 0 1 .707 0zm9.193 2.121a.5.5 0 0 1-.707 0l-1.414-1.414a.5.5 0 0 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .707zM4.464 4.465a.5.5 0 0 1-.707 0L2.343 3.05a.5.5 0 1 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .708z"></path></symbol></svg><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
   <div class="container-fluid top-nav-container">
-    <div class="col-md-6">
+    <div class="col-md-8">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="background-color: #FFC700; border-radius: 5px">
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
-            Alpha
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
+        <img id="incubator-logo" alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><span class="badge text-bg-warning">
+          <abbr title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.">
+            <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link">
+              <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
+              Alpha
+            </a>
+            <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
+          </abbr>
+        </span>
         
       </div>
     </div>
     <div class="selector-container">
+      <div id="theme-selector">
+        <li class="nav-item dropdown" id="theme-button-list">
+          <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+            <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><i data-feather="chevron-down"></i>
+          </button>
+          <ul class="dropdown-menu dropdown-menu-end" aria-labelledby="bd-theme-text"><li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                Light
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                Dark
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                Auto
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+          </ul></li>
+      </div>
       
-      
-      <div class="dropdown">
+      <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Learner View <i data-feather="chevron-down"></i>
         </button>
@@ -39,7 +65,7 @@
         </ul></div>
     </div>
   </div>
-  <hr></header><nav class="navbar navbar-expand-xl navbar-light bg-white bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
+  <hr></header><nav class="navbar navbar-expand-xl bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle Navigation">
       <span class="navbar-toggler-icon"></span>
       <span class="menu-title">Menu</span>
@@ -86,7 +112,7 @@
       </fieldset>
     </form>
     -->
-    <a class="btn btn-primary" href="aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
+    <a id="search-button" class="btn btn-primary" href="aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
   </div><!--/div.container-fluid -->
 </nav><div class="col-md-12 mobile-title">
   Python for Humanities
@@ -108,6 +134,33 @@
           <i class="search-icon" data-feather="x" role="img"></i>
         </button>
         <div class="sidebar-inner">
+          <div class="row mobile-row" id="theme-row-mobile">
+            <div class="col" id="theme-selector">
+              <li class="nav-item dropdown" id="theme-button-list">
+                <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+                  <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><span class="d-lg-none ms-1" id="bd-theme-text">Toggle Theme</span>
+                </button>
+                <ul class="dropdown-menu dropdown-menu-right" aria-labelledby="bd-theme-text"><li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                      Light
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                      Dark
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                      <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                      Auto
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                </ul></li>
+            </div>
+          </div>
           <div class="row mobile-row">
             <div class="col">
               <div class="sidenav-view-selector">
@@ -346,7 +399,7 @@ <h1>Contributor Code of Conduct</h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.4" class="external-link">sandpaper (0.16.4)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.2" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -369,32 +422,26 @@ <h1>Contributor Code of Conduct</h1>
   "identifier": "https://carpentries-incubator.github.io/python-humanities-lesson/CODE_OF_CONDUCT.html",
   "dateCreated": "2024-02-13",
   "dateModified": "2024-02-13",
-  "datePublished": "2024-06-18"
+  "datePublished": "2024-06-25"
 }
 
   </script><script>
 		feather.replace();
-	</script><!-- Matomo
-    2022-11-07: we have gotten a notification that we have an overage for our
-    tracking and I'm pretty sure this has to do with Workbench usage.
-    Considering that I am not _currently_ using this tracking because I do not
-    yet know how to access the data, I am turning this off for now.
-  <script>
-    var _paq = window._paq = window._paq || [];
-    /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
-    _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
-    _paq.push(["setDomains", ["*.preview.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
-    _paq.push(["setDoNotTrack", true]);
-    _paq.push(["disableCookies"]);
-    _paq.push(['trackPageView']);
-    _paq.push(['enableLinkTracking']);
-    (function() {
-          var u="https://carpentries.matomo.cloud/";
-          _paq.push(['setTrackerUrl', u+'matomo.php']);
-          _paq.push(['setSiteId', '1']);
-          var d=document, g=d.createElement('script'), s=d.getElementsByTagName('script')[0];
-          g.async=true; g.src='https://cdn.matomo.cloud/carpentries.matomo.cloud/matomo.js'; s.parentNode.insertBefore(g,s);
-        })();
-  </script>
-  End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
+	</script><!-- Matomo --><script>
+          var _paq = window._paq = window._paq || [];
+          /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
+          _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
+          _paq.push(["setDomains", ["*.lessons.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
+          _paq.push(["setDoNotTrack", true]);
+          _paq.push(["disableCookies"]);
+          _paq.push(["trackPageView"]);
+          _paq.push(["enableLinkTracking"]);
+          (function() {
+              var u="https://matomo.carpentries.org/";
+              _paq.push(["setTrackerUrl", u+"matomo.php"]);
+              _paq.push(["setSiteId", "1"]);
+              var d=document, g=d.createElement("script"), s=d.getElementsByTagName("script")[0];
+              g.async=true; g.src="https://matomo.carpentries.org/matomo.js"; s.parentNode.insertBefore(g,s);
+          })();
+        </script><!-- End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
 
diff --git a/CONTRIBUTORS.html b/CONTRIBUTORS.html
index 3c4924bd..e7e0d0f4 100644
--- a/CONTRIBUTORS.html
+++ b/CONTRIBUTORS.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: </title><meta name="viewport" content="width=device-width, initial-scale=1"><link rel="stylesheet" type="text/css" href="assets/styles.css"><script src="assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
+<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en" data-bs-theme="auto"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: </title><meta name="viewport" content="width=device-width, initial-scale=1"><script src="assets/themetoggle.js"></script><link rel="stylesheet" type="text/css" href="assets/styles.css"><script src="assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
     MathJax.Hub.Config({
       config: ["MMLorHTML.js"],
       jax: ["input/TeX","input/MathML","output/HTML-CSS","output/NativeMML", "output/PreviewHTML"],
@@ -13,25 +13,51 @@
         processEscapes: true
       }
     });
-    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="favicon-16x16.png"><link rel="manifest" href="site.webmanifest"><link rel="mask-icon" href="safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" content="#ffffff"></head><body>
-    <header id="top" class="navbar navbar-expand-md navbar-light bg-white top-nav incubator"><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
+    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="favicon-16x16.png"><link rel="manifest" href="site.webmanifest"><link rel="mask-icon" href="safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" media="(prefers-color-scheme: light)" content="white"><meta name="theme-color" media="(prefers-color-scheme: dark)" content="black"></head><body>
+    <header id="top" class="navbar navbar-expand-md top-nav incubator"><svg xmlns="http://www.w3.org/2000/svg" class="d-none"><symbol id="check2" viewbox="0 0 16 16"><path d="M13.854 3.646a.5.5 0 0 1 0 .708l-7 7a.5.5 0 0 1-.708 0l-3.5-3.5a.5.5 0 1 1 .708-.708L6.5 10.293l6.646-6.647a.5.5 0 0 1 .708 0z"></path></symbol><symbol id="circle-half" viewbox="0 0 16 16"><path d="M8 15A7 7 0 1 0 8 1v14zm0 1A8 8 0 1 1 8 0a8 8 0 0 1 0 16z"></path></symbol><symbol id="moon-stars-fill" viewbox="0 0 16 16"><path d="M6 .278a.768.768 0 0 1 .08.858 7.208 7.208 0 0 0-.878 3.46c0 4.021 3.278 7.277 7.318 7.277.527 0 1.04-.055 1.533-.16a.787.787 0 0 1 .81.316.733.733 0 0 1-.031.893A8.349 8.349 0 0 1 8.344 16C3.734 16 0 12.286 0 7.71 0 4.266 2.114 1.312 5.124.06A.752.752 0 0 1 6 .278z"></path><path d="M10.794 3.148a.217.217 0 0 1 .412 0l.387 1.162c.173.518.579.924 1.097 1.097l1.162.387a.217.217 0 0 1 0 .412l-1.162.387a1.734 1.734 0 0 0-1.097 1.097l-.387 1.162a.217.217 0 0 1-.412 0l-.387-1.162A1.734 1.734 0 0 0 9.31 6.593l-1.162-.387a.217.217 0 0 1 0-.412l1.162-.387a1.734 1.734 0 0 0 1.097-1.097l.387-1.162zM13.863.099a.145.145 0 0 1 .274 0l.258.774c.115.346.386.617.732.732l.774.258a.145.145 0 0 1 0 .274l-.774.258a1.156 1.156 0 0 0-.732.732l-.258.774a.145.145 0 0 1-.274 0l-.258-.774a1.156 1.156 0 0 0-.732-.732l-.774-.258a.145.145 0 0 1 0-.274l.774-.258c.346-.115.617-.386.732-.732L13.863.1z"></path></symbol><symbol id="sun-fill" viewbox="0 0 16 16"><path d="M8 12a4 4 0 1 0 0-8 4 4 0 0 0 0 8zM8 0a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 0zm0 13a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 13zm8-5a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2a.5.5 0 0 1 .5.5zM3 8a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2A.5.5 0 0 1 3 8zm10.657-5.657a.5.5 0 0 1 0 .707l-1.414 1.415a.5.5 0 1 1-.707-.708l1.414-1.414a.5.5 0 0 1 .707 0zm-9.193 9.193a.5.5 0 0 1 0 .707L3.05 13.657a.5.5 0 0 1-.707-.707l1.414-1.414a.5.5 0 0 1 .707 0zm9.193 2.121a.5.5 0 0 1-.707 0l-1.414-1.414a.5.5 0 0 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .707zM4.464 4.465a.5.5 0 0 1-.707 0L2.343 3.05a.5.5 0 1 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .708z"></path></symbol></svg><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
   <div class="container-fluid top-nav-container">
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+    <div class="col-md-8">
       <div class="large-logo">
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-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
-            Alpha
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
+        <img id="incubator-logo" alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><span class="badge text-bg-warning">
+          <abbr title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.">
+            <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link">
+              <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
+              Alpha
+            </a>
+            <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
+          </abbr>
+        </span>
         
       </div>
     </div>
     <div class="selector-container">
+      <div id="theme-selector">
+        <li class="nav-item dropdown" id="theme-button-list">
+          <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+            <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><i data-feather="chevron-down"></i>
+          </button>
+          <ul class="dropdown-menu dropdown-menu-end" aria-labelledby="bd-theme-text"><li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                Light
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                Dark
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                Auto
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+          </ul></li>
+      </div>
       
-      
-      <div class="dropdown">
+      <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Learner View <i data-feather="chevron-down"></i>
         </button>
@@ -39,7 +65,7 @@
         </ul></div>
     </div>
   </div>
-  <hr></header><nav class="navbar navbar-expand-xl navbar-light bg-white bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
+  <hr></header><nav class="navbar navbar-expand-xl bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle Navigation">
       <span class="navbar-toggler-icon"></span>
       <span class="menu-title">Menu</span>
@@ -86,7 +112,7 @@
       </fieldset>
     </form>
     -->
-    <a class="btn btn-primary" href="aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
+    <a id="search-button" class="btn btn-primary" href="aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
   </div><!--/div.container-fluid -->
 </nav><div class="col-md-12 mobile-title">
   Python for Humanities
@@ -108,6 +134,33 @@
           <i class="search-icon" data-feather="x" role="img"></i>
         </button>
         <div class="sidebar-inner">
+          <div class="row mobile-row" id="theme-row-mobile">
+            <div class="col" id="theme-selector">
+              <li class="nav-item dropdown" id="theme-button-list">
+                <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+                  <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><span class="d-lg-none ms-1" id="bd-theme-text">Toggle Theme</span>
+                </button>
+                <ul class="dropdown-menu dropdown-menu-right" aria-labelledby="bd-theme-text"><li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                      Light
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                      Dark
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                      <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                      Auto
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                </ul></li>
+            </div>
+          </div>
           <div class="row mobile-row">
             <div class="col">
               <div class="sidenav-view-selector">
@@ -371,7 +424,7 @@ <h3 class="code-label">SH<i aria-hidden="true" data-feather="chevron-left"></i><
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.4" class="external-link">sandpaper (0.16.4)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.2" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -394,32 +447,26 @@ <h3 class="code-label">SH<i aria-hidden="true" data-feather="chevron-left"></i><
   "identifier": "https://carpentries-incubator.github.io/python-humanities-lesson/CONTRIBUTORS.html",
   "dateCreated": "2024-02-13",
   "dateModified": "2024-02-13",
-  "datePublished": "2024-06-18"
+  "datePublished": "2024-06-25"
 }
 
   </script><script>
 		feather.replace();
-	</script><!-- Matomo
-    2022-11-07: we have gotten a notification that we have an overage for our
-    tracking and I'm pretty sure this has to do with Workbench usage.
-    Considering that I am not _currently_ using this tracking because I do not
-    yet know how to access the data, I am turning this off for now.
-  <script>
-    var _paq = window._paq = window._paq || [];
-    /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
-    _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
-    _paq.push(["setDomains", ["*.preview.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
-    _paq.push(["setDoNotTrack", true]);
-    _paq.push(["disableCookies"]);
-    _paq.push(['trackPageView']);
-    _paq.push(['enableLinkTracking']);
-    (function() {
-          var u="https://carpentries.matomo.cloud/";
-          _paq.push(['setTrackerUrl', u+'matomo.php']);
-          _paq.push(['setSiteId', '1']);
-          var d=document, g=d.createElement('script'), s=d.getElementsByTagName('script')[0];
-          g.async=true; g.src='https://cdn.matomo.cloud/carpentries.matomo.cloud/matomo.js'; s.parentNode.insertBefore(g,s);
-        })();
-  </script>
-  End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
+	</script><!-- Matomo --><script>
+          var _paq = window._paq = window._paq || [];
+          /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
+          _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
+          _paq.push(["setDomains", ["*.lessons.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
+          _paq.push(["setDoNotTrack", true]);
+          _paq.push(["disableCookies"]);
+          _paq.push(["trackPageView"]);
+          _paq.push(["enableLinkTracking"]);
+          (function() {
+              var u="https://matomo.carpentries.org/";
+              _paq.push(["setTrackerUrl", u+"matomo.php"]);
+              _paq.push(["setSiteId", "1"]);
+              var d=document, g=d.createElement("script"), s=d.getElementsByTagName("script")[0];
+              g.async=true; g.src="https://matomo.carpentries.org/matomo.js"; s.parentNode.insertBefore(g,s);
+          })();
+        </script><!-- End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
 
diff --git a/LICENSE.html b/LICENSE.html
index 77de44ca..f7573ca3 100644
--- a/LICENSE.html
+++ b/LICENSE.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Licenses</title><meta name="viewport" content="width=device-width, initial-scale=1"><link rel="stylesheet" type="text/css" href="assets/styles.css"><script src="assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
+<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en" data-bs-theme="auto"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Licenses</title><meta name="viewport" content="width=device-width, initial-scale=1"><script src="assets/themetoggle.js"></script><link rel="stylesheet" type="text/css" href="assets/styles.css"><script src="assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
     MathJax.Hub.Config({
       config: ["MMLorHTML.js"],
       jax: ["input/TeX","input/MathML","output/HTML-CSS","output/NativeMML", "output/PreviewHTML"],
@@ -13,25 +13,51 @@
         processEscapes: true
       }
     });
-    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="favicon-16x16.png"><link rel="manifest" href="site.webmanifest"><link rel="mask-icon" href="safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" content="#ffffff"></head><body>
-    <header id="top" class="navbar navbar-expand-md navbar-light bg-white top-nav incubator"><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
+    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="favicon-16x16.png"><link rel="manifest" href="site.webmanifest"><link rel="mask-icon" href="safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" media="(prefers-color-scheme: light)" content="white"><meta name="theme-color" media="(prefers-color-scheme: dark)" content="black"></head><body>
+    <header id="top" class="navbar navbar-expand-md top-nav incubator"><svg xmlns="http://www.w3.org/2000/svg" class="d-none"><symbol id="check2" viewbox="0 0 16 16"><path d="M13.854 3.646a.5.5 0 0 1 0 .708l-7 7a.5.5 0 0 1-.708 0l-3.5-3.5a.5.5 0 1 1 .708-.708L6.5 10.293l6.646-6.647a.5.5 0 0 1 .708 0z"></path></symbol><symbol id="circle-half" viewbox="0 0 16 16"><path d="M8 15A7 7 0 1 0 8 1v14zm0 1A8 8 0 1 1 8 0a8 8 0 0 1 0 16z"></path></symbol><symbol id="moon-stars-fill" viewbox="0 0 16 16"><path d="M6 .278a.768.768 0 0 1 .08.858 7.208 7.208 0 0 0-.878 3.46c0 4.021 3.278 7.277 7.318 7.277.527 0 1.04-.055 1.533-.16a.787.787 0 0 1 .81.316.733.733 0 0 1-.031.893A8.349 8.349 0 0 1 8.344 16C3.734 16 0 12.286 0 7.71 0 4.266 2.114 1.312 5.124.06A.752.752 0 0 1 6 .278z"></path><path d="M10.794 3.148a.217.217 0 0 1 .412 0l.387 1.162c.173.518.579.924 1.097 1.097l1.162.387a.217.217 0 0 1 0 .412l-1.162.387a1.734 1.734 0 0 0-1.097 1.097l-.387 1.162a.217.217 0 0 1-.412 0l-.387-1.162A1.734 1.734 0 0 0 9.31 6.593l-1.162-.387a.217.217 0 0 1 0-.412l1.162-.387a1.734 1.734 0 0 0 1.097-1.097l.387-1.162zM13.863.099a.145.145 0 0 1 .274 0l.258.774c.115.346.386.617.732.732l.774.258a.145.145 0 0 1 0 .274l-.774.258a1.156 1.156 0 0 0-.732.732l-.258.774a.145.145 0 0 1-.274 0l-.258-.774a1.156 1.156 0 0 0-.732-.732l-.774-.258a.145.145 0 0 1 0-.274l.774-.258c.346-.115.617-.386.732-.732L13.863.1z"></path></symbol><symbol id="sun-fill" viewbox="0 0 16 16"><path d="M8 12a4 4 0 1 0 0-8 4 4 0 0 0 0 8zM8 0a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 0zm0 13a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 13zm8-5a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2a.5.5 0 0 1 .5.5zM3 8a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2A.5.5 0 0 1 3 8zm10.657-5.657a.5.5 0 0 1 0 .707l-1.414 1.415a.5.5 0 1 1-.707-.708l1.414-1.414a.5.5 0 0 1 .707 0zm-9.193 9.193a.5.5 0 0 1 0 .707L3.05 13.657a.5.5 0 0 1-.707-.707l1.414-1.414a.5.5 0 0 1 .707 0zm9.193 2.121a.5.5 0 0 1-.707 0l-1.414-1.414a.5.5 0 0 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .707zM4.464 4.465a.5.5 0 0 1-.707 0L2.343 3.05a.5.5 0 1 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .708z"></path></symbol></svg><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
   <div class="container-fluid top-nav-container">
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+    <div class="col-md-8">
       <div class="large-logo">
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-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
-            Alpha
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
+        <img id="incubator-logo" alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><span class="badge text-bg-warning">
+          <abbr title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.">
+            <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link">
+              <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
+              Alpha
+            </a>
+            <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
+          </abbr>
+        </span>
         
       </div>
     </div>
     <div class="selector-container">
+      <div id="theme-selector">
+        <li class="nav-item dropdown" id="theme-button-list">
+          <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+            <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><i data-feather="chevron-down"></i>
+          </button>
+          <ul class="dropdown-menu dropdown-menu-end" aria-labelledby="bd-theme-text"><li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                Light
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                Dark
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                Auto
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+          </ul></li>
+      </div>
       
-      
-      <div class="dropdown">
+      <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Learner View <i data-feather="chevron-down"></i>
         </button>
@@ -39,7 +65,7 @@
         </ul></div>
     </div>
   </div>
-  <hr></header><nav class="navbar navbar-expand-xl navbar-light bg-white bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
+  <hr></header><nav class="navbar navbar-expand-xl bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle Navigation">
       <span class="navbar-toggler-icon"></span>
       <span class="menu-title">Menu</span>
@@ -86,7 +112,7 @@
       </fieldset>
     </form>
     -->
-    <a class="btn btn-primary" href="aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
+    <a id="search-button" class="btn btn-primary" href="aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
   </div><!--/div.container-fluid -->
 </nav><div class="col-md-12 mobile-title">
   Python for Humanities
@@ -108,6 +134,33 @@
           <i class="search-icon" data-feather="x" role="img"></i>
         </button>
         <div class="sidebar-inner">
+          <div class="row mobile-row" id="theme-row-mobile">
+            <div class="col" id="theme-selector">
+              <li class="nav-item dropdown" id="theme-button-list">
+                <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+                  <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><span class="d-lg-none ms-1" id="bd-theme-text">Toggle Theme</span>
+                </button>
+                <ul class="dropdown-menu dropdown-menu-right" aria-labelledby="bd-theme-text"><li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                      Light
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                      Dark
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                      <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                      Auto
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                </ul></li>
+            </div>
+          </div>
           <div class="row mobile-row">
             <div class="col">
               <div class="sidenav-view-selector">
@@ -397,7 +450,7 @@ <h1>Licenses</h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.4" class="external-link">sandpaper (0.16.4)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.2" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -420,32 +473,26 @@ <h1>Licenses</h1>
   "identifier": "https://carpentries-incubator.github.io/python-humanities-lesson/LICENSE.html",
   "dateCreated": "2024-02-13",
   "dateModified": "2024-02-13",
-  "datePublished": "2024-06-18"
+  "datePublished": "2024-06-25"
 }
 
   </script><script>
 		feather.replace();
-	</script><!-- Matomo
-    2022-11-07: we have gotten a notification that we have an overage for our
-    tracking and I'm pretty sure this has to do with Workbench usage.
-    Considering that I am not _currently_ using this tracking because I do not
-    yet know how to access the data, I am turning this off for now.
-  <script>
-    var _paq = window._paq = window._paq || [];
-    /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
-    _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
-    _paq.push(["setDomains", ["*.preview.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
-    _paq.push(["setDoNotTrack", true]);
-    _paq.push(["disableCookies"]);
-    _paq.push(['trackPageView']);
-    _paq.push(['enableLinkTracking']);
-    (function() {
-          var u="https://carpentries.matomo.cloud/";
-          _paq.push(['setTrackerUrl', u+'matomo.php']);
-          _paq.push(['setSiteId', '1']);
-          var d=document, g=d.createElement('script'), s=d.getElementsByTagName('script')[0];
-          g.async=true; g.src='https://cdn.matomo.cloud/carpentries.matomo.cloud/matomo.js'; s.parentNode.insertBefore(g,s);
-        })();
-  </script>
-  End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
+	</script><!-- Matomo --><script>
+          var _paq = window._paq = window._paq || [];
+          /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
+          _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
+          _paq.push(["setDomains", ["*.lessons.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
+          _paq.push(["setDoNotTrack", true]);
+          _paq.push(["disableCookies"]);
+          _paq.push(["trackPageView"]);
+          _paq.push(["enableLinkTracking"]);
+          (function() {
+              var u="https://matomo.carpentries.org/";
+              _paq.push(["setTrackerUrl", u+"matomo.php"]);
+              _paq.push(["setSiteId", "1"]);
+              var d=document, g=d.createElement("script"), s=d.getElementsByTagName("script")[0];
+              g.async=true; g.src="https://matomo.carpentries.org/matomo.js"; s.parentNode.insertBefore(g,s);
+          })();
+        </script><!-- End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
 
diff --git a/NEWS.html b/NEWS.html
index 5b0d7262..5700061b 100644
--- a/NEWS.html
+++ b/NEWS.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: </title><meta name="viewport" content="width=device-width, initial-scale=1"><link rel="stylesheet" type="text/css" href="assets/styles.css"><script src="assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
+<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en" data-bs-theme="auto"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: </title><meta name="viewport" content="width=device-width, initial-scale=1"><script src="assets/themetoggle.js"></script><link rel="stylesheet" type="text/css" href="assets/styles.css"><script src="assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
     MathJax.Hub.Config({
       config: ["MMLorHTML.js"],
       jax: ["input/TeX","input/MathML","output/HTML-CSS","output/NativeMML", "output/PreviewHTML"],
@@ -13,25 +13,51 @@
         processEscapes: true
       }
     });
-    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="favicon-16x16.png"><link rel="manifest" href="site.webmanifest"><link rel="mask-icon" href="safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" content="#ffffff"></head><body>
-    <header id="top" class="navbar navbar-expand-md navbar-light bg-white top-nav incubator"><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
+    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="favicon-16x16.png"><link rel="manifest" href="site.webmanifest"><link rel="mask-icon" href="safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" media="(prefers-color-scheme: light)" content="white"><meta name="theme-color" media="(prefers-color-scheme: dark)" content="black"></head><body>
+    <header id="top" class="navbar navbar-expand-md top-nav incubator"><svg xmlns="http://www.w3.org/2000/svg" class="d-none"><symbol id="check2" viewbox="0 0 16 16"><path d="M13.854 3.646a.5.5 0 0 1 0 .708l-7 7a.5.5 0 0 1-.708 0l-3.5-3.5a.5.5 0 1 1 .708-.708L6.5 10.293l6.646-6.647a.5.5 0 0 1 .708 0z"></path></symbol><symbol id="circle-half" viewbox="0 0 16 16"><path d="M8 15A7 7 0 1 0 8 1v14zm0 1A8 8 0 1 1 8 0a8 8 0 0 1 0 16z"></path></symbol><symbol id="moon-stars-fill" viewbox="0 0 16 16"><path d="M6 .278a.768.768 0 0 1 .08.858 7.208 7.208 0 0 0-.878 3.46c0 4.021 3.278 7.277 7.318 7.277.527 0 1.04-.055 1.533-.16a.787.787 0 0 1 .81.316.733.733 0 0 1-.031.893A8.349 8.349 0 0 1 8.344 16C3.734 16 0 12.286 0 7.71 0 4.266 2.114 1.312 5.124.06A.752.752 0 0 1 6 .278z"></path><path d="M10.794 3.148a.217.217 0 0 1 .412 0l.387 1.162c.173.518.579.924 1.097 1.097l1.162.387a.217.217 0 0 1 0 .412l-1.162.387a1.734 1.734 0 0 0-1.097 1.097l-.387 1.162a.217.217 0 0 1-.412 0l-.387-1.162A1.734 1.734 0 0 0 9.31 6.593l-1.162-.387a.217.217 0 0 1 0-.412l1.162-.387a1.734 1.734 0 0 0 1.097-1.097l.387-1.162zM13.863.099a.145.145 0 0 1 .274 0l.258.774c.115.346.386.617.732.732l.774.258a.145.145 0 0 1 0 .274l-.774.258a1.156 1.156 0 0 0-.732.732l-.258.774a.145.145 0 0 1-.274 0l-.258-.774a1.156 1.156 0 0 0-.732-.732l-.774-.258a.145.145 0 0 1 0-.274l.774-.258c.346-.115.617-.386.732-.732L13.863.1z"></path></symbol><symbol id="sun-fill" viewbox="0 0 16 16"><path d="M8 12a4 4 0 1 0 0-8 4 4 0 0 0 0 8zM8 0a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 0zm0 13a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 13zm8-5a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2a.5.5 0 0 1 .5.5zM3 8a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2A.5.5 0 0 1 3 8zm10.657-5.657a.5.5 0 0 1 0 .707l-1.414 1.415a.5.5 0 1 1-.707-.708l1.414-1.414a.5.5 0 0 1 .707 0zm-9.193 9.193a.5.5 0 0 1 0 .707L3.05 13.657a.5.5 0 0 1-.707-.707l1.414-1.414a.5.5 0 0 1 .707 0zm9.193 2.121a.5.5 0 0 1-.707 0l-1.414-1.414a.5.5 0 0 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .707zM4.464 4.465a.5.5 0 0 1-.707 0L2.343 3.05a.5.5 0 1 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .708z"></path></symbol></svg><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
   <div class="container-fluid top-nav-container">
-    <div class="col-md-6">
+    <div class="col-md-8">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="background-color: #FFC700; border-radius: 5px">
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
-            Alpha
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
+        <img id="incubator-logo" alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><span class="badge text-bg-warning">
+          <abbr title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.">
+            <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link">
+              <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
+              Alpha
+            </a>
+            <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
+          </abbr>
+        </span>
         
       </div>
     </div>
     <div class="selector-container">
+      <div id="theme-selector">
+        <li class="nav-item dropdown" id="theme-button-list">
+          <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+            <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><i data-feather="chevron-down"></i>
+          </button>
+          <ul class="dropdown-menu dropdown-menu-end" aria-labelledby="bd-theme-text"><li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                Light
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                Dark
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                Auto
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+          </ul></li>
+      </div>
       
-      
-      <div class="dropdown">
+      <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Learner View <i data-feather="chevron-down"></i>
         </button>
@@ -39,7 +65,7 @@
         </ul></div>
     </div>
   </div>
-  <hr></header><nav class="navbar navbar-expand-xl navbar-light bg-white bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
+  <hr></header><nav class="navbar navbar-expand-xl bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle Navigation">
       <span class="navbar-toggler-icon"></span>
       <span class="menu-title">Menu</span>
@@ -86,7 +112,7 @@
       </fieldset>
     </form>
     -->
-    <a class="btn btn-primary" href="aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
+    <a id="search-button" class="btn btn-primary" href="aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
   </div><!--/div.container-fluid -->
 </nav><div class="col-md-12 mobile-title">
   Python for Humanities
@@ -108,6 +134,33 @@
           <i class="search-icon" data-feather="x" role="img"></i>
         </button>
         <div class="sidebar-inner">
+          <div class="row mobile-row" id="theme-row-mobile">
+            <div class="col" id="theme-selector">
+              <li class="nav-item dropdown" id="theme-button-list">
+                <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+                  <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><span class="d-lg-none ms-1" id="bd-theme-text">Toggle Theme</span>
+                </button>
+                <ul class="dropdown-menu dropdown-menu-right" aria-labelledby="bd-theme-text"><li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                      Light
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                      Dark
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                      <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                      Auto
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                </ul></li>
+            </div>
+          </div>
           <div class="row mobile-row">
             <div class="col">
               <div class="sidenav-view-selector">
@@ -341,7 +394,7 @@ <h1></h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.4" class="external-link">sandpaper (0.16.4)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.2" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -364,32 +417,26 @@ <h1></h1>
   "identifier": "https://carpentries-incubator.github.io/python-humanities-lesson/NEWS.html",
   "dateCreated": "2024-02-13",
   "dateModified": "2024-02-13",
-  "datePublished": "2024-06-18"
+  "datePublished": "2024-06-25"
 }
 
   </script><script>
 		feather.replace();
-	</script><!-- Matomo
-    2022-11-07: we have gotten a notification that we have an overage for our
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-    Considering that I am not _currently_ using this tracking because I do not
-    yet know how to access the data, I am turning this off for now.
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-    _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
-    _paq.push(["setDomains", ["*.preview.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
-    _paq.push(["setDoNotTrack", true]);
-    _paq.push(["disableCookies"]);
-    _paq.push(['trackPageView']);
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-  </script>
-  End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
+	</script><!-- Matomo --><script>
+          var _paq = window._paq = window._paq || [];
+          /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
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+          _paq.push(["setDomains", ["*.lessons.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
+          _paq.push(["setDoNotTrack", true]);
+          _paq.push(["disableCookies"]);
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+        </script><!-- End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
 
diff --git a/aio.html b/aio.html
index 30cedd9c..c072cfc6 100644
--- a/aio.html
+++ b/aio.html
@@ -1,11 +1,11 @@
 <!DOCTYPE html>
-<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en">
+<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en" data-bs-theme="auto">
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
 <meta charset="utf-8">
 <title>Python for Humanities: All in One View</title>
 <meta name="viewport" content="width=device-width, initial-scale=1">
-<link rel="stylesheet" type="text/css" href="assets/styles.css">
+<script src="assets/themetoggle.js"></script><link rel="stylesheet" type="text/css" href="assets/styles.css">
 <script src="assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
     MathJax.Hub.Config({
       config: ["MMLorHTML.js"],
@@ -26,27 +26,56 @@
 <link rel="manifest" href="site.webmanifest">
 <link rel="mask-icon" href="safari-pinned-tab.svg" color="#5bbad5">
 <meta name="msapplication-TileColor" content="#da532c">
-<meta name="theme-color" content="#ffffff">
+<meta name="theme-color" media="(prefers-color-scheme: light)" content="white">
+<meta name="theme-color" media="(prefers-color-scheme: dark)" content="black">
 </head>
 <body>
-    <header id="top" class="navbar navbar-expand-md navbar-light bg-white top-nav incubator"><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
+    <header id="top" class="navbar navbar-expand-md top-nav incubator"><svg xmlns="http://www.w3.org/2000/svg" class="d-none"><symbol id="check2" viewbox="0 0 16 16"><path d="M13.854 3.646a.5.5 0 0 1 0 .708l-7 7a.5.5 0 0 1-.708 0l-3.5-3.5a.5.5 0 1 1 .708-.708L6.5 10.293l6.646-6.647a.5.5 0 0 1 .708 0z"></path></symbol><symbol id="circle-half" viewbox="0 0 16 16"><path d="M8 15A7 7 0 1 0 8 1v14zm0 1A8 8 0 1 1 8 0a8 8 0 0 1 0 16z"></path></symbol><symbol id="moon-stars-fill" viewbox="0 0 16 16"><path d="M6 .278a.768.768 0 0 1 .08.858 7.208 7.208 0 0 0-.878 3.46c0 4.021 3.278 7.277 7.318 7.277.527 0 1.04-.055 1.533-.16a.787.787 0 0 1 .81.316.733.733 0 0 1-.031.893A8.349 8.349 0 0 1 8.344 16C3.734 16 0 12.286 0 7.71 0 4.266 2.114 1.312 5.124.06A.752.752 0 0 1 6 .278z"></path><path d="M10.794 3.148a.217.217 0 0 1 .412 0l.387 1.162c.173.518.579.924 1.097 1.097l1.162.387a.217.217 0 0 1 0 .412l-1.162.387a1.734 1.734 0 0 0-1.097 1.097l-.387 1.162a.217.217 0 0 1-.412 0l-.387-1.162A1.734 1.734 0 0 0 9.31 6.593l-1.162-.387a.217.217 0 0 1 0-.412l1.162-.387a1.734 1.734 0 0 0 1.097-1.097l.387-1.162zM13.863.099a.145.145 0 0 1 .274 0l.258.774c.115.346.386.617.732.732l.774.258a.145.145 0 0 1 0 .274l-.774.258a1.156 1.156 0 0 0-.732.732l-.258.774a.145.145 0 0 1-.274 0l-.258-.774a1.156 1.156 0 0 0-.732-.732l-.774-.258a.145.145 0 0 1 0-.274l.774-.258c.346-.115.617-.386.732-.732L13.863.1z"></path></symbol><symbol id="sun-fill" viewbox="0 0 16 16"><path d="M8 12a4 4 0 1 0 0-8 4 4 0 0 0 0 8zM8 0a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 0zm0 13a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 13zm8-5a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2a.5.5 0 0 1 .5.5zM3 8a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2A.5.5 0 0 1 3 8zm10.657-5.657a.5.5 0 0 1 0 .707l-1.414 1.415a.5.5 0 1 1-.707-.708l1.414-1.414a.5.5 0 0 1 .707 0zm-9.193 9.193a.5.5 0 0 1 0 .707L3.05 13.657a.5.5 0 0 1-.707-.707l1.414-1.414a.5.5 0 0 1 .707 0zm9.193 2.121a.5.5 0 0 1-.707 0l-1.414-1.414a.5.5 0 0 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .707zM4.464 4.465a.5.5 0 0 1-.707 0L2.343 3.05a.5.5 0 1 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .708z"></path></symbol></svg><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
   <div class="container-fluid top-nav-container">
-    <div class="col-md-6">
+    <div class="col-md-8">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="background-color: #FFC700; border-radius: 5px">
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
-            Alpha
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
+        <img id="incubator-logo" alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><span class="badge text-bg-warning">
+          <abbr title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.">
+            <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link">
+              <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
+              Alpha
+            </a>
+            <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
+          </abbr>
+        </span>
         
       </div>
     </div>
     <div class="selector-container">
+      <div id="theme-selector">
+        <li class="nav-item dropdown" id="theme-button-list">
+          <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+            <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><i data-feather="chevron-down"></i>
+          </button>
+          <ul class="dropdown-menu dropdown-menu-end" aria-labelledby="bd-theme-text">
+<li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                Light
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                Dark
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                Auto
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+          </ul>
+</li>
+      </div>
       
-      
-      <div class="dropdown">
+      <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Learner View <i data-feather="chevron-down"></i>
         </button>
@@ -56,7 +85,7 @@
 </div>
     </div>
   </div>
-  <hr></header><nav class="navbar navbar-expand-xl navbar-light bg-white bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
+  <hr></header><nav class="navbar navbar-expand-xl bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle Navigation">
       <span class="navbar-toggler-icon"></span>
       <span class="menu-title">Menu</span>
@@ -109,7 +138,7 @@
       </fieldset>
     </form>
     -->
-    <a class="btn btn-primary" href="aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
+    <a id="search-button" class="btn btn-primary" href="aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
   </div>
 <!--/div.container-fluid -->
 </nav><div class="col-md-12 mobile-title">
@@ -132,6 +161,35 @@
           <i class="search-icon" data-feather="x" role="img"></i>
         </button>
         <div class="sidebar-inner">
+          <div class="row mobile-row" id="theme-row-mobile">
+            <div class="col" id="theme-selector">
+              <li class="nav-item dropdown" id="theme-button-list">
+                <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+                  <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><span class="d-lg-none ms-1" id="bd-theme-text">Toggle Theme</span>
+                </button>
+                <ul class="dropdown-menu dropdown-menu-right" aria-labelledby="bd-theme-text">
+<li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                      Light
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                      Dark
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                      <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                      Auto
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                </ul>
+</li>
+            </div>
+          </div>
           <div class="row mobile-row">
             <div class="col">
               <div class="sidenav-view-selector">
@@ -1270,9 +1328,11 @@ <h3 class="callout-title">Challenge - Summary Data<a class="anchor" aria-label="
 <div id="accordionSolution1" class="accordion challenge-accordion accordion-flush">
 <div class="accordion-item">
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
-  <h4 class="accordion-header" id="headingSolution1">Did you get #3 right?</h4>
+  <h4 class="accordion-header" id="headingSolution1">
+  Did you get #3 right?
+  </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">
 <p><strong>A Snippet of the Output from challenge 3 looks
 like:</strong></p>
@@ -2543,7 +2603,9 @@ <h3 class="callout-title">Challenge - Combine Data<a class="anchor" aria-label="
 <div id="accordionSolution1" class="accordion challenge-accordion accordion-flush">
 <div class="accordion-item">
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
-  <h4 class="accordion-header" id="headingSolution1">Solution to Challenge</h4>
+  <h4 class="accordion-header" id="headingSolution1">
+  Solution to Challenge
+  </h4>
 </button>
 <div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
@@ -2767,7 +2829,9 @@ <h3 class="callout-title">Challenge - Distributions<a class="anchor" aria-label=
 <div id="accordionSolution2" class="accordion challenge-accordion accordion-flush">
 <div class="accordion-item">
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
-  <h4 class="accordion-header" id="headingSolution2">Solution to challenge</h4>
+  <h4 class="accordion-header" id="headingSolution2">
+  Solution to challenge
+  </h4>
 </button>
 <div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
 <div class="accordion-body">
@@ -4290,7 +4354,7 @@ <h3 class="callout-title">Challenge - Saving your work<a class="anchor" aria-lab
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.4" class="external-link">sandpaper (0.16.4)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.2" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer>
 </div> <!-- / div.container -->
@@ -4313,35 +4377,29 @@ <h3 class="callout-title">Challenge - Saving your work<a class="anchor" aria-lab
   "url": "https://carpentries-incubator.github.io/python-humanities-lesson/aio.html",
   "identifier": "https://carpentries-incubator.github.io/python-humanities-lesson/aio.html",
   "dateCreated": "2024-02-13",
-  "dateModified": "2024-06-18",
-  "datePublished": "2024-06-18"
+  "dateModified": "2024-06-25",
+  "datePublished": "2024-06-25"
 }
 
   </script><script>
 		feather.replace();
-	</script><!-- Matomo
-    2022-11-07: we have gotten a notification that we have an overage for our
-    tracking and I'm pretty sure this has to do with Workbench usage.
-    Considering that I am not _currently_ using this tracking because I do not
-    yet know how to access the data, I am turning this off for now.
-  <script>
-    var _paq = window._paq = window._paq || [];
-    /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
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-  End Matomo Code -->
+	</script><!-- Matomo --><script>
+          var _paq = window._paq = window._paq || [];
+          /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
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+          _paq.push(["setDomains", ["*.lessons.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
+          _paq.push(["setDoNotTrack", true]);
+          _paq.push(["disableCookies"]);
+          _paq.push(["trackPageView"]);
+          _paq.push(["enableLinkTracking"]);
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+          })();
+        </script><!-- End Matomo Code -->
 </body>
 </html><!-- END:   inst/pkgdown/templates/layout.html-->
 
diff --git a/assets/images/data-logo-sm.svg b/assets/images/data-logo-sm.svg
index cf489be8..6d4019ed 100644
--- a/assets/images/data-logo-sm.svg
+++ b/assets/images/data-logo-sm.svg
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index cf489be8..c5949528 100644
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index 92369b11..6a3d7cc3 100644
--- a/assets/scripts.js
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function(elem){elem=void 0!==elem.getAttributeNode&&elem.getAttributeNode("id");return elem&&elem.value===attrId}},Expr.find.ID=function(id,context){if(void 0!==context.getElementById&&documentIsHTML){var node,i,elems,elem=context.getElementById(id);if(elem){if((node=elem.getAttributeNode("id"))&&node.value===id)return[elem];for(elems=context.getElementsByName(id),i=0;elem=elems[i++];)if((node=elem.getAttributeNode("id"))&&node.value===id)return[elem]}return[]}}),Expr.find.TAG=support.getElementsByTagName?function(tag,context){return void 0!==context.getElementsByTagName?context.getElementsByTagName(tag):support.qsa?context.querySelectorAll(tag):void 0}:function(tag,context){var elem,tmp=[],i=0,results=context.getElementsByTagName(tag);if("*"!==tag)return results;for(;elem=results[i++];)1===elem.nodeType&&tmp.push(elem);return tmp},Expr.find.CLASS=support.getElementsByClassName&&function(className,context){if(void 0!==context.getElementsByClassName&&documentIsHTML)return context.getElementsByClassName(className)},rbuggyMatches=[],rbuggyQSA=[],(support.qsa=rnative.test(document.querySelectorAll))&&(assert(function(el){var input;docElem.appendChild(el).innerHTML="<a id='"+expando+"'></a><select id='"+expando+"-\r\\' msallowcapture=''><option selected=''></option></select>",el.querySelectorAll("[msallowcapture^='']").length&&rbuggyQSA.push("[*^$]="+whitespace+"*(?:''|\"\")"),el.querySelectorAll("[selected]").length||rbuggyQSA.push("\\["+whitespace+"*(?:value|"+booleans+")"),el.querySelectorAll("[id~="+expando+"-]").length||rbuggyQSA.push("~="),(input=document.createElement("input")).setAttribute("name",""),el.appendChild(input),el.querySelectorAll("[name='']").length||rbuggyQSA.push("\\["+whitespace+"*name"+whitespace+"*="+whitespace+"*(?:''|\"\")"),el.querySelectorAll(":checked").length||rbuggyQSA.push(":checked"),el.querySelectorAll("a#"+expando+"+*").length||rbuggyQSA.push(".#.+[+~]"),el.querySelectorAll("\\\f"),rbuggyQSA.push("[\\r\\n\\f]")}),assert(function(el){el.innerHTML="<a href='' disabled='disabled'></a><select disabled='disabled'><option/></select>";var input=document.createElement("input");input.setAttribute("type","hidden"),el.appendChild(input).setAttribute("name","D"),el.querySelectorAll("[name=d]").length&&rbuggyQSA.push("name"+whitespace+"*[*^$|!~]?="),2!==el.querySelectorAll(":enabled").length&&rbuggyQSA.push(":enabled",":disabled"),docElem.appendChild(el).disabled=!0,2!==el.querySelectorAll(":disabled").length&&rbuggyQSA.push(":enabled",":disabled"),el.querySelectorAll("*,:x"),rbuggyQSA.push(",.*:")})),(support.matchesSelector=rnative.test(matches=docElem.matches||docElem.webkitMatchesSelector||docElem.mozMatchesSelector||docElem.oMatchesSelector||docElem.msMatchesSelector))&&assert(function(el){support.disconnectedMatch=matches.call(el,"*"),matches.call(el,"[s!='']:x"),rbuggyMatches.push("!=",pseudos)}),rbuggyQSA=rbuggyQSA.length&&new RegExp(rbuggyQSA.join("|")),rbuggyMatches=rbuggyMatches.length&&new RegExp(rbuggyMatches.join("|")),node=rnative.test(docElem.compareDocumentPosition),contains=node||rnative.test(docElem.contains)?function(a,b){var adown=9===a.nodeType?a.documentElement:a,b=b&&b.parentNode;return a===b||!(!b||1!==b.nodeType||!(adown.contains?adown.contains(b):a.compareDocumentPosition&&16&a.compareDocumentPosition(b)))}:function(a,b){if(b)for(;b=b.parentNode;)if(b===a)return!0;return!1},sortOrder=node?function(a,b){var compare;return a===b?(hasDuplicate=!0,0):(compare=!a.compareDocumentPosition-!b.compareDocumentPosition)||(1&(compare=(a.ownerDocument||a)==(b.ownerDocument||b)?a.compareDocumentPosition(b):1)||!support.sortDetached&&b.compareDocumentPosition(a)===compare?a==document||a.ownerDocument==preferredDoc&&contains(preferredDoc,a)?-1:b==document||b.ownerDocument==preferredDoc&&contains(preferredDoc,b)?1:sortInput?indexOf(sortInput,a)-indexOf(sortInput,b):0:4&compare?-1:1)}:function(a,b){if(a===b)return hasDuplicate=!0,0;var cur,i=0,aup=a.parentNode,bup=b.parentNode,ap=[a],bp=[b];if(!aup||!bup)return a==document?-1:b==document?1:aup?-1:bup?1:sortInput?indexOf(sortInput,a)-indexOf(sortInput,b):0;if(aup===bup)return siblingCheck(a,b);for(cur=a;cur=cur.parentNode;)ap.unshift(cur);for(cur=b;cur=cur.parentNode;)bp.unshift(cur);for(;ap[i]===bp[i];)i++;return i?siblingCheck(ap[i],bp[i]):ap[i]==preferredDoc?-1:bp[i]==preferredDoc?1:0}),document},Sizzle.matches=function(expr,elements){return Sizzle(expr,null,null,elements)},Sizzle.matchesSelector=function(elem,expr){if(setDocument(elem),support.matchesSelector&&documentIsHTML&&!nonnativeSelectorCache[expr+" "]&&(!rbuggyMatches||!rbuggyMatches.test(expr))&&(!rbuggyQSA||!rbuggyQSA.test(expr)))try{var ret=matches.call(elem,expr);if(ret||support.disconnectedMatch||elem.document&&11!==elem.document.nodeType)return ret}catch(e){nonnativeSelectorCache(expr,!0)}return 0<Sizzle(expr,document,null,[elem]).length},Sizzle.contains=function(context,elem){return(context.ownerDocument||context)!=document&&setDocument(context),contains(context,elem)},Sizzle.attr=function(elem,name){(elem.ownerDocument||elem)!=document&&setDocument(elem);var fn=Expr.attrHandle[name.toLowerCase()],fn=fn&&hasOwn.call(Expr.attrHandle,name.toLowerCase())?fn(elem,name,!documentIsHTML):void 0;return void 0!==fn?fn:support.attributes||!documentIsHTML?elem.getAttribute(name):(fn=elem.getAttributeNode(name))&&fn.specified?fn.value:null},Sizzle.escape=function(sel){return(sel+"").replace(rcssescape,fcssescape)},Sizzle.error=function(msg){throw new Error("Syntax error, unrecognized expression: "+msg)},Sizzle.uniqueSort=function(results){var elem,duplicates=[],j=0,i=0;if(hasDuplicate=!support.detectDuplicates,sortInput=!support.sortStable&&results.slice(0),results.sort(sortOrder),hasDuplicate){for(;elem=results[i++];)elem===results[i]&&(j=duplicates.push(i));for(;j--;)results.splice(duplicates[j],1)}return sortInput=null,results},getText=Sizzle.getText=function(elem){var node,ret="",i=0,nodeType=elem.nodeType;if(nodeType){if(1===nodeType||9===nodeType||11===nodeType){if("string"==typeof elem.textContent)return elem.textContent;for(elem=elem.firstChild;elem;elem=elem.nextSibling)ret+=getText(elem)}else if(3===nodeType||4===nodeType)return elem.nodeValue}else for(;node=elem[i++];)ret+=getText(node);return ret},(Expr=Sizzle.selectors={cacheLength:50,createPseudo:markFunction,match:matchExpr,attrHandle:{},find:{},relative:{">":{dir:"parentNode",first:!0}," ":{dir:"parentNode"},"+":{dir:"previousSibling",first:!0},"~":{dir:"previousSibling"}},preFilter:{ATTR:function(match){return match[1]=match[1].replace(runescape,funescape),match[3]=(match[3]||match[4]||match[5]||"").replace(runescape,funescape),"~="===match[2]&&(match[3]=" "+match[3]+" "),match.slice(0,4)},CHILD:function(match){return match[1]=match[1].toLowerCase(),"nth"===match[1].slice(0,3)?(match[3]||Sizzle.error(match[0]),match[4]=+(match[4]?match[5]+(match[6]||1):2*("even"===match[3]||"odd"===match[3])),match[5]=+(match[7]+match[8]||"odd"===match[3])):match[3]&&Sizzle.error(match[0]),match},PSEUDO:function(match){var excess,unquoted=!match[6]&&match[2];return matchExpr.CHILD.test(match[0])?null:(match[3]?match[2]=match[4]||match[5]||"":unquoted&&rpseudo.test(unquoted)&&(excess=(excess=tokenize(unquoted,!0))&&unquoted.indexOf(")",unquoted.length-excess)-unquoted.length)&&(match[0]=match[0].slice(0,excess),match[2]=unquoted.slice(0,excess)),match.slice(0,3))}},filter:{TAG:function(nodeNameSelector){var nodeName=nodeNameSelector.replace(runescape,funescape).toLowerCase();return"*"===nodeNameSelector?function(){return!0}:function(elem){return elem.nodeName&&elem.nodeName.toLowerCase()===nodeName}},CLASS:function(className){var pattern=classCache[className+" "];return pattern||(pattern=new RegExp("(^|"+whitespace+")"+className+"("+whitespace+"|$)"))&&classCache(className,function(elem){return pattern.test("string"==typeof elem.className&&elem.className||void 0!==elem.getAttribute&&elem.getAttribute("class")||"")})},ATTR:function(name,operator,check){return function(elem){elem=Sizzle.attr(elem,name);return null==elem?"!="===operator:!operator||(elem+="","="===operator?elem===check:"!="===operator?elem!==check:"^="===operator?check&&0===elem.indexOf(check):"*="===operator?check&&-1<elem.indexOf(check):"$="===operator?check&&elem.slice(-check.length)===check:"~="===operator?-1<(" "+elem.replace(rwhitespace," ")+" ").indexOf(check):"|="===operator&&(elem===check||elem.slice(0,check.length+1)===check+"-"))}},CHILD:function(type,what,_argument,first,last){var simple="nth"!==type.slice(0,3),forward="last"!==type.slice(-4),ofType="of-type"===what;return 1===first&&0===last?function(elem){return!!elem.parentNode}:function(elem,_context,xml){var cache,uniqueCache,outerCache,node,nodeIndex,start,dir=simple!=forward?"nextSibling":"previousSibling",parent=elem.parentNode,name=ofType&&elem.nodeName.toLowerCase(),useCache=!xml&&!ofType,diff=!1;if(parent){if(simple){for(;dir;){for(node=elem;node=node[dir];)if(ofType?node.nodeName.toLowerCase()===name:1===node.nodeType)return!1;start=dir="only"===type&&!start&&"nextSibling"}return!0}if(start=[forward?parent.firstChild:parent.lastChild],forward&&useCache){for(diff=(nodeIndex=(cache=(uniqueCache=(outerCache=(node=parent)[expando]||(node[expando]={}))[node.uniqueID]||(outerCache[node.uniqueID]={}))[type]||[])[0]===dirruns&&cache[1])&&cache[2],node=nodeIndex&&parent.childNodes[nodeIndex];node=++nodeIndex&&node&&node[dir]||(diff=nodeIndex=0,start.pop());)if(1===node.nodeType&&++diff&&node===elem){uniqueCache[type]=[dirruns,nodeIndex,diff];break}}else if(!1===(diff=useCache?nodeIndex=(cache=(uniqueCache=(outerCache=(node=elem)[expando]||(node[expando]={}))[node.uniqueID]||(outerCache[node.uniqueID]={}))[type]||[])[0]===dirruns&&cache[1]:diff))for(;(node=++nodeIndex&&node&&node[dir]||(diff=nodeIndex=0,start.pop()))&&((ofType?node.nodeName.toLowerCase()!==name:1!==node.nodeType)||!++diff||(useCache&&((uniqueCache=(outerCache=node[expando]||(node[expando]={}))[node.uniqueID]||(outerCache[node.uniqueID]={}))[type]=[dirruns,diff]),node!==elem)););return(diff-=last)===first||diff%first==0&&0<=diff/first}}},PSEUDO:function(pseudo,argument){var args,fn=Expr.pseudos[pseudo]||Expr.setFilters[pseudo.toLowerCase()]||Sizzle.error("unsupported pseudo: "+pseudo);return fn[expando]?fn(argument):1<fn.length?(args=[pseudo,pseudo,"",argument],Expr.setFilters.hasOwnProperty(pseudo.toLowerCase())?markFunction(function(seed,matches){for(var idx,matched=fn(seed,argument),i=matched.length;i--;)seed[idx=indexOf(seed,matched[i])]=!(matches[idx]=matched[i])}):function(elem){return fn(elem,0,args)}):fn}},pseudos:{not:markFunction(function(selector){var input=[],results=[],matcher=compile(selector.replace(rtrim,"$1"));return matcher[expando]?markFunction(function(seed,matches,_context,xml){for(var elem,unmatched=matcher(seed,null,xml,[]),i=seed.length;i--;)(elem=unmatched[i])&&(seed[i]=!(matches[i]=elem))}):function(elem,_context,xml){return input[0]=elem,matcher(input,null,xml,results),input[0]=null,!results.pop()}}),has:markFunction(function(selector){return function(elem){return 0<Sizzle(selector,elem).length}}),contains:markFunction(function(text){return text=text.replace(runescape,funescape),function(elem){return-1<(elem.textContent||getText(elem)).indexOf(text)}}),lang:markFunction(function(lang){return ridentifier.test(lang||"")||Sizzle.error("unsupported lang: "+lang),lang=lang.replace(runescape,funescape).toLowerCase(),function(elem){var elemLang;do{if(elemLang=documentIsHTML?elem.lang:elem.getAttribute("xml:lang")||elem.getAttribute("lang"))return(elemLang=elemLang.toLowerCase())===lang||0===elemLang.indexOf(lang+"-")}while((elem=elem.parentNode)&&1===elem.nodeType);return!1}}),target:function(elem){var hash=window.location&&window.location.hash;return hash&&hash.slice(1)===elem.id},root:function(elem){return elem===docElem},focus:function(elem){return elem===document.activeElement&&(!document.hasFocus||document.hasFocus())&&!!(elem.type||elem.href||~elem.tabIndex)},enabled:createDisabledPseudo(!1),disabled:createDisabledPseudo(!0),checked:function(elem){var nodeName=elem.nodeName.toLowerCase();return"input"===nodeName&&!!elem.checked||"option"===nodeName&&!!elem.selected},selected:function(elem){return elem.parentNode&&elem.parentNode.selectedIndex,!0===elem.selected},empty:function(elem){for(elem=elem.firstChild;elem;elem=elem.nextSibling)if(elem.nodeType<6)return!1;return!0},parent:function(elem){return!Expr.pseudos.empty(elem)},header:function(elem){return rheader.test(elem.nodeName)},input:function(elem){return rinputs.test(elem.nodeName)},button:function(elem){var name=elem.nodeName.toLowerCase();return"input"===name&&"button"===elem.type||"button"===name},text:function(elem){return"input"===elem.nodeName.toLowerCase()&&"text"===elem.type&&(null==(elem=elem.getAttribute("type"))||"text"===elem.toLowerCase())},first:createPositionalPseudo(function(){return[0]}),last:createPositionalPseudo(function(_matchIndexes,length){return[length-1]}),eq:createPositionalPseudo(function(_matchIndexes,length,argument){return[argument<0?argument+length:argument]}),even:createPositionalPseudo(function(matchIndexes,length){for(var i=0;i<length;i+=2)matchIndexes.push(i);return matchIndexes}),odd:createPositionalPseudo(function(matchIndexes,length){for(var i=1;i<length;i+=2)matchIndexes.push(i);return matchIndexes}),lt:createPositionalPseudo(function(matchIndexes,length,argument){for(var i=argument<0?argument+length:length<argument?length:argument;0<=--i;)matchIndexes.push(i);return matchIndexes}),gt:createPositionalPseudo(function(matchIndexes,length,argument){for(var i=argument<0?argument+length:argument;++i<length;)matchIndexes.push(i);return matchIndexes})}}).pseudos.nth=Expr.pseudos.eq,{radio:!0,checkbox:!0,file:!0,password:!0,image:!0})Expr.pseudos[i]=function(type){return function(elem){return"input"===elem.nodeName.toLowerCase()&&elem.type===type}}(i);for(i in{submit:!0,reset:!0})Expr.pseudos[i]=function(type){return function(elem){var name=elem.nodeName.toLowerCase();return("input"===name||"button"===name)&&elem.type===type}}(i);function setFilters(){}function toSelector(tokens){for(var i=0,len=tokens.length,selector="";i<len;i++)selector+=tokens[i].value;return selector}function addCombinator(matcher,combinator,base){var dir=combinator.dir,skip=combinator.next,key=skip||dir,checkNonElements=base&&"parentNode"===key,doneName=done++;return combinator.first?function(elem,context,xml){for(;elem=elem[dir];)if(1===elem.nodeType||checkNonElements)return matcher(elem,context,xml);return!1}:function(elem,context,xml){var oldCache,outerCache,newCache=[dirruns,doneName];if(xml){for(;elem=elem[dir];)if((1===elem.nodeType||checkNonElements)&&matcher(elem,context,xml))return!0}else for(;elem=elem[dir];)if(1===elem.nodeType||checkNonElements)if(outerCache=(outerCache=elem[expando]||(elem[expando]={}))[elem.uniqueID]||(outerCache[elem.uniqueID]={}),skip&&skip===elem.nodeName.toLowerCase())elem=elem[dir]||elem;else{if((oldCache=outerCache[key])&&oldCache[0]===dirruns&&oldCache[1]===doneName)return newCache[2]=oldCache[2];if((outerCache[key]=newCache)[2]=matcher(elem,context,xml))return!0}return!1}}function elementMatcher(matchers){return 1<matchers.length?function(elem,context,xml){for(var i=matchers.length;i--;)if(!matchers[i](elem,context,xml))return!1;return!0}:matchers[0]}function condense(unmatched,map,filter,context,xml){for(var elem,newUnmatched=[],i=0,len=unmatched.length,mapped=null!=map;i<len;i++)!(elem=unmatched[i])||filter&&!filter(elem,context,xml)||(newUnmatched.push(elem),mapped&&map.push(i));return newUnmatched}function setMatcher(preFilter,selector,matcher,postFilter,postFinder,postSelector){return postFilter&&!postFilter[expando]&&(postFilter=setMatcher(postFilter)),postFinder&&!postFinder[expando]&&(postFinder=setMatcher(postFinder,postSelector)),markFunction(function(seed,results,context,xml){var temp,i,elem,preMap=[],postMap=[],preexisting=results.length,elems=seed||function(selector,contexts,results){for(var i=0,len=contexts.length;i<len;i++)Sizzle(selector,contexts[i],results);return results}(selector||"*",context.nodeType?[context]:context,[]),matcherIn=!preFilter||!seed&&selector?elems:condense(elems,preMap,preFilter,context,xml),matcherOut=matcher?postFinder||(seed?preFilter:preexisting||postFilter)?[]:results:matcherIn;if(matcher&&matcher(matcherIn,matcherOut,context,xml),postFilter)for(temp=condense(matcherOut,postMap),postFilter(temp,[],context,xml),i=temp.length;i--;)(elem=temp[i])&&(matcherOut[postMap[i]]=!(matcherIn[postMap[i]]=elem));if(seed){if(postFinder||preFilter){if(postFinder){for(temp=[],i=matcherOut.length;i--;)(elem=matcherOut[i])&&temp.push(matcherIn[i]=elem);postFinder(null,matcherOut=[],temp,xml)}for(i=matcherOut.length;i--;)(elem=matcherOut[i])&&-1<(temp=postFinder?indexOf(seed,elem):preMap[i])&&(seed[temp]=!(results[temp]=elem))}}else matcherOut=condense(matcherOut===results?matcherOut.splice(preexisting,matcherOut.length):matcherOut),postFinder?postFinder(null,results,matcherOut,xml):push.apply(results,matcherOut)})}function matcherFromGroupMatchers(elementMatchers,setMatchers){function superMatcher(seed,context,xml,results,outermost){var elem,j,matcher,matchedCount=0,i="0",unmatched=seed&&[],setMatched=[],contextBackup=outermostContext,elems=seed||byElement&&Expr.find.TAG("*",outermost),dirrunsUnique=dirruns+=null==contextBackup?1:Math.random()||.1,len=elems.length;for(outermost&&(outermostContext=context==document||context||outermost);i!==len&&null!=(elem=elems[i]);i++){if(byElement&&elem){for(j=0,context||elem.ownerDocument==document||(setDocument(elem),xml=!documentIsHTML);matcher=elementMatchers[j++];)if(matcher(elem,context||document,xml)){results.push(elem);break}outermost&&(dirruns=dirrunsUnique)}bySet&&((elem=!matcher&&elem)&&matchedCount--,seed)&&unmatched.push(elem)}if(matchedCount+=i,bySet&&i!==matchedCount){for(j=0;matcher=setMatchers[j++];)matcher(unmatched,setMatched,context,xml);if(seed){if(0<matchedCount)for(;i--;)unmatched[i]||setMatched[i]||(setMatched[i]=pop.call(results));setMatched=condense(setMatched)}push.apply(results,setMatched),outermost&&!seed&&0<setMatched.length&&1<matchedCount+setMatchers.length&&Sizzle.uniqueSort(results)}return outermost&&(dirruns=dirrunsUnique,outermostContext=contextBackup),unmatched}var bySet=0<setMatchers.length,byElement=0<elementMatchers.length;return bySet?markFunction(superMatcher):superMatcher}return setFilters.prototype=Expr.filters=Expr.pseudos,Expr.setFilters=new setFilters,tokenize=Sizzle.tokenize=function(selector,parseOnly){var matched,match,tokens,type,soFar,groups,preFilters,cached=tokenCache[selector+" "];if(cached)return parseOnly?0:cached.slice(0);for(soFar=selector,groups=[],preFilters=Expr.preFilter;soFar;){for(type in matched&&!(match=rcomma.exec(soFar))||(match&&(soFar=soFar.slice(match[0].length)||soFar),groups.push(tokens=[])),matched=!1,(match=rcombinators.exec(soFar))&&(matched=match.shift(),tokens.push({value:matched,type:match[0].replace(rtrim," ")}),soFar=soFar.slice(matched.length)),Expr.filter)!(match=matchExpr[type].exec(soFar))||preFilters[type]&&!(match=preFilters[type](match))||(matched=match.shift(),tokens.push({value:matched,type:type,matches:match}),soFar=soFar.slice(matched.length));if(!matched)break}return parseOnly?soFar.length:soFar?Sizzle.error(selector):tokenCache(selector,groups).slice(0)},compile=Sizzle.compile=function(selector,match){var i,setMatchers=[],elementMatchers=[],cached=compilerCache[selector+" "];if(!cached){for(i=(match=match||tokenize(selector)).length;i--;)((cached=function matcherFromTokens(tokens){for(var checkContext,matcher,j,len=tokens.length,leadingRelative=Expr.relative[tokens[0].type],implicitRelative=leadingRelative||Expr.relative[" "],i=leadingRelative?1:0,matchContext=addCombinator(function(elem){return elem===checkContext},implicitRelative,!0),matchAnyContext=addCombinator(function(elem){return-1<indexOf(checkContext,elem)},implicitRelative,!0),matchers=[function(elem,context,xml){return elem=!leadingRelative&&(xml||context!==outermostContext)||((checkContext=context).nodeType?matchContext:matchAnyContext)(elem,context,xml),checkContext=null,elem}];i<len;i++)if(matcher=Expr.relative[tokens[i].type])matchers=[addCombinator(elementMatcher(matchers),matcher)];else{if((matcher=Expr.filter[tokens[i].type].apply(null,tokens[i].matches))[expando]){for(j=++i;j<len&&!Expr.relative[tokens[j].type];j++);return setMatcher(1<i&&elementMatcher(matchers),1<i&&toSelector(tokens.slice(0,i-1).concat({value:" "===tokens[i-2].type?"*":""})).replace(rtrim,"$1"),matcher,i<j&&matcherFromTokens(tokens.slice(i,j)),j<len&&matcherFromTokens(tokens=tokens.slice(j)),j<len&&toSelector(tokens))}matchers.push(matcher)}return elementMatcher(matchers)}(match[i]))[expando]?setMatchers:elementMatchers).push(cached);(cached=compilerCache(selector,matcherFromGroupMatchers(elementMatchers,setMatchers))).selector=selector}return cached},select=Sizzle.select=function(selector,context,results,seed){var i,tokens,token,type,find,compiled="function"==typeof selector&&selector,match=!seed&&tokenize(selector=compiled.selector||selector);if(results=results||[],1===match.length){if(2<(tokens=match[0]=match[0].slice(0)).length&&"ID"===(token=tokens[0]).type&&9===context.nodeType&&documentIsHTML&&Expr.relative[tokens[1].type]){if(!(context=(Expr.find.ID(token.matches[0].replace(runescape,funescape),context)||[])[0]))return 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currentTime=fxNow||createFxNow(),currentTime=Math.max(0,animation.startTime+animation.duration-currentTime),percent=1-(currentTime/animation.duration||0),index=0,length=animation.tweens.length;index<length;index++)animation.tweens[index].run(percent);if(deferred.notifyWith(elem,[animation,percent,currentTime]),percent<1&&length)return currentTime;length||deferred.notifyWith(elem,[animation,1,0]),deferred.resolveWith(elem,[animation])}return!1},animation=deferred.promise({elem:elem,props:jQuery.extend({},properties),opts:jQuery.extend(!0,{specialEasing:{},easing:jQuery.easing._default},options),originalProperties:properties,originalOptions:options,startTime:fxNow||createFxNow(),duration:options.duration,tweens:[],createTween:function(prop,end){end=jQuery.Tween(elem,animation.opts,prop,end,animation.opts.specialEasing[prop]||animation.opts.easing);return animation.tweens.push(end),end},stop:function(gotoEnd){var 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prop,index=0,length=(props=isFunction(props)?(callback=props,["*"]):props.match(rnothtmlwhite)).length;index<length;index++)prop=props[index],Animation.tweeners[prop]=Animation.tweeners[prop]||[],Animation.tweeners[prop].unshift(callback)},prefilters:[function(elem,props,opts){var prop,value,toggle,hooks,oldfire,propTween,restoreDisplay,isBox="width"in props||"height"in props,anim=this,orig={},style=elem.style,hidden=elem.nodeType&&isHiddenWithinTree(elem),dataShow=dataPriv.get(elem,"fxshow");for(prop in opts.queue||(null==(hooks=jQuery._queueHooks(elem,"fx")).unqueued&&(hooks.unqueued=0,oldfire=hooks.empty.fire,hooks.empty.fire=function(){hooks.unqueued||oldfire()}),hooks.unqueued++,anim.always(function(){anim.always(function(){hooks.unqueued--,jQuery.queue(elem,"fx").length||hooks.empty.fire()})})),props)if(value=props[prop],rfxtypes.test(value)){if(delete props[prop],toggle=toggle||"toggle"===value,value===(hidden?"hide":"show")){if("show"!==value||!dataShow||void 0===dataShow[prop])continue;hidden=!0}orig[prop]=dataShow&&dataShow[prop]||jQuery.style(elem,prop)}if((propTween=!jQuery.isEmptyObject(props))||!jQuery.isEmptyObject(orig))for(prop in isBox&&1===elem.nodeType&&(opts.overflow=[style.overflow,style.overflowX,style.overflowY],null==(restoreDisplay=dataShow&&dataShow.display)&&(restoreDisplay=dataPriv.get(elem,"display")),"none"===(isBox=jQuery.css(elem,"display"))&&(restoreDisplay?isBox=restoreDisplay:(showHide([elem],!0),restoreDisplay=elem.style.display||restoreDisplay,isBox=jQuery.css(elem,"display"),showHide([elem]))),"inline"===isBox||"inline-block"===isBox&&null!=restoreDisplay)&&"none"===jQuery.css(elem,"float")&&(propTween||(anim.done(function(){style.display=restoreDisplay}),null==restoreDisplay&&(isBox=style.display,restoreDisplay="none"===isBox?"":isBox)),style.display="inline-block"),opts.overflow&&(style.overflow="hidden",anim.always(function(){style.overflow=opts.overflow[0],style.overflowX=opts.overflow[1],style.overflowY=opts.overflow[2]})),propTween=!1,orig)propTween||(dataShow?"hidden"in dataShow&&(hidden=dataShow.hidden):dataShow=dataPriv.access(elem,"fxshow",{display:restoreDisplay}),toggle&&(dataShow.hidden=!hidden),hidden&&showHide([elem],!0),anim.done(function(){for(prop in hidden||showHide([elem]),dataPriv.remove(elem,"fxshow"),orig)jQuery.style(elem,prop,orig[prop])})),propTween=createTween(hidden?dataShow[prop]:0,prop,anim),prop in dataShow||(dataShow[prop]=propTween.start,hidden&&(propTween.end=propTween.start,propTween.start=0))}],prefilter:function(callback,prepend){prepend?Animation.prefilters.unshift(callback):Animation.prefilters.push(callback)}}),jQuery.speed=function(speed,easing,fn){var opt=speed&&"object"==typeof speed?jQuery.extend({},speed):{complete:fn||!fn&&easing||isFunction(speed)&&speed,duration:speed,easing:fn&&easing||easing&&!isFunction(easing)&&easing};return jQuery.fx.off?opt.duration=0:"number"!=typeof opt.duration&&(opt.duration in jQuery.fx.speeds?opt.duration=jQuery.fx.speeds[opt.duration]:opt.duration=jQuery.fx.speeds._default),null!=opt.queue&&!0!==opt.queue||(opt.queue="fx"),opt.old=opt.complete,opt.complete=function(){isFunction(opt.old)&&opt.old.call(this),opt.queue&&jQuery.dequeue(this,opt.queue)},opt},jQuery.fn.extend({fadeTo:function(speed,to,easing,callback){return this.filter(isHiddenWithinTree).css("opacity",0).show().end().animate({opacity:to},speed,easing,callback)},animate:function(prop,speed,easing,callback){function doAnimation(){var anim=Animation(this,jQuery.extend({},prop),optall);(empty||dataPriv.get(this,"finish"))&&anim.stop(!0)}var empty=jQuery.isEmptyObject(prop),optall=jQuery.speed(speed,easing,callback);return doAnimation.finish=doAnimation,empty||!1===optall.queue?this.each(doAnimation):this.queue(optall.queue,doAnimation)},stop:function(type,clearQueue,gotoEnd){function stopQueue(hooks){var stop=hooks.stop;delete hooks.stop,stop(gotoEnd)}return"string"!=typeof type&&(gotoEnd=clearQueue,clearQueue=type,type=void 0),clearQueue&&this.queue(type||"fx",[]),this.each(function(){var dequeue=!0,index=null!=type&&type+"queueHooks",timers=jQuery.timers,data=dataPriv.get(this);if(index)data[index]&&data[index].stop&&stopQueue(data[index]);else for(index in data)data[index]&&data[index].stop&&rrun.test(index)&&stopQueue(data[index]);for(index=timers.length;index--;)timers[index].elem!==this||null!=type&&timers[index].queue!==type||(timers[index].anim.stop(gotoEnd),dequeue=!1,timers.splice(index,1));!dequeue&&gotoEnd||jQuery.dequeue(this,type)})},finish:function(type){return!1!==type&&(type=type||"fx"),this.each(function(){var index,data=dataPriv.get(this),queue=data[type+"queue"],hooks=data[type+"queueHooks"],timers=jQuery.timers,length=queue?queue.length:0;for(data.finish=!0,jQuery.queue(this,type,[]),hooks&&hooks.stop&&hooks.stop.call(this,!0),index=timers.length;index--;)timers[index].elem===this&&timers[index].queue===type&&(timers[index].anim.stop(!0),timers.splice(index,1));for(index=0;index<length;index++)queue[index]&&queue[index].finish&&queue[index].finish.call(this);delete data.finish})}}),jQuery.each(["toggle","show","hide"],function(_i,name){var cssFn=jQuery.fn[name];jQuery.fn[name]=function(speed,easing,callback){return null==speed||"boolean"==typeof speed?cssFn.apply(this,arguments):this.animate(genFx(name,!0),speed,easing,callback)}}),jQuery.each({slideDown:genFx("show"),slideUp:genFx("hide"),slideToggle:genFx("toggle"),fadeIn:{opacity:"show"},fadeOut:{opacity:"hide"},fadeToggle:{opacity:"toggle"}},function(name,props){jQuery.fn[name]=function(speed,easing,callback){return 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input=document.createElement("input"),opt=document.createElement("select").appendChild(document.createElement("option"));input.type="checkbox",support.checkOn=""!==input.value,support.optSelected=opt.selected,(input=document.createElement("input")).value="t",input.type="radio",support.radioValue="t"===input.value}();var boolHook,attrHandle=jQuery.expr.attrHandle,rfocusable=(jQuery.fn.extend({attr:function(name,value){return access(this,jQuery.attr,name,value,1<arguments.length)},removeAttr:function(name){return this.each(function(){jQuery.removeAttr(this,name)})}}),jQuery.extend({attr:function(elem,name,value){var ret,hooks,nType=elem.nodeType;if(3!==nType&&8!==nType&&2!==nType)return void 0===elem.getAttribute?jQuery.prop(elem,name,value):(1===nType&&jQuery.isXMLDoc(elem)||(hooks=jQuery.attrHooks[name.toLowerCase()]||(jQuery.expr.match.bool.test(name)?boolHook:void 0)),void 0!==value?null===value?void jQuery.removeAttr(elem,name):hooks&&"set"in hooks&&void 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isXML||(handle=attrHandle[lowercaseName],attrHandle[lowercaseName]=ret,ret=null!=getter(elem,name,isXML)?lowercaseName:null,attrHandle[lowercaseName]=handle),ret}}),/^(?:input|select|textarea|button)$/i),rclickable=/^(?:a|area)$/i;function stripAndCollapse(value){return(value.match(rnothtmlwhite)||[]).join(" ")}function getClass(elem){return elem.getAttribute&&elem.getAttribute("class")||""}function classesToArray(value){return Array.isArray(value)?value:"string"==typeof value&&value.match(rnothtmlwhite)||[]}jQuery.fn.extend({prop:function(name,value){return access(this,jQuery.prop,name,value,1<arguments.length)},removeProp:function(name){return this.each(function(){delete this[jQuery.propFix[name]||name]})}}),jQuery.extend({prop:function(elem,name,value){var ret,hooks,nType=elem.nodeType;if(3!==nType&&8!==nType&&2!==nType)return 1===nType&&jQuery.isXMLDoc(elem)||(name=jQuery.propFix[name]||name,hooks=jQuery.propHooks[name]),void 0!==value?hooks&&"set"in hooks&&void 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Bound instance: ${Array.from(element.keys())[0]}.`)},get(element,key){return elementMap.has(element)&&elementMap.get(element).get(key)||null},remove(element,key){var instanceMap;elementMap.has(element)&&((instanceMap=elementMap.get(element)).delete(key),0===instanceMap.size)&&elementMap.delete(element)}};class BaseComponent{constructor(element){(element=getElement(element))&&(this._element=element,Data.set(this._element,this.constructor.DATA_KEY,this))}dispose(){Data.remove(this._element,this.constructor.DATA_KEY),EventHandler.off(this._element,this.constructor.EVENT_KEY),Object.getOwnPropertyNames(this).forEach(propertyName=>{this[propertyName]=null})}_queueCallback(callback,element,isAnimated=!0){executeAfterTransition(callback,element,isAnimated)}static getInstance(element){return Data.get(getElement(element),this.DATA_KEY)}static getOrCreateInstance(element,config={}){return this.getInstance(element)||new this(element,"object"==typeof config?config:null)}static get 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isAnimated;EventHandler.trigger(this._element,"close.bs.alert").defaultPrevented||(this._element.classList.remove("show"),isAnimated=this._element.classList.contains("fade"),this._queueCallback(()=>this._destroyElement(),this._element,isAnimated))}_destroyElement(){this._element.remove(),EventHandler.trigger(this._element,"closed.bs.alert"),this.dispose()}static jQueryInterface(config){return this.each(function(){var data=Alert.getOrCreateInstance(this);if("string"==typeof config){if(void 0===data[config]||config.startsWith("_")||"constructor"===config)throw new TypeError(`No method named "${config}"`);data[config](this)}})}}enableDismissTrigger(Alert,"close"),Popper(Alert);class Button extends BaseComponent{static get NAME(){return"button"}toggle(){this._element.setAttribute("aria-pressed",this._element.classList.toggle("active"))}static jQueryInterface(config){return this.each(function(){var data=Button.getOrCreateInstance(this);"toggle"===config&&data[config]()})}}function normalizeData(val){return"true"===val||"false"!==val&&(val===Number(val).toString()?Number(val):""===val||"null"===val?null:val)}function normalizeDataKey(key){return key.replace(/[A-Z]/g,chr=>"-"+chr.toLowerCase())}EventHandler.on(document,"click.bs.button.data-api",'[data-bs-toggle="button"]',event=>{event.preventDefault();event=event.target.closest('[data-bs-toggle="button"]');Button.getOrCreateInstance(event).toggle()}),Popper(Button);const Manipulator={setDataAttribute(element,key,value){element.setAttribute("data-bs-"+normalizeDataKey(key),value)},removeDataAttribute(element,key){element.removeAttribute("data-bs-"+normalizeDataKey(key))},getDataAttributes(element){if(!element)return{};const attributes={};return Object.keys(element.dataset).filter(key=>key.startsWith("bs")).forEach(key=>{let pureKey=key.replace(/^bs/,"");pureKey=pureKey.charAt(0).toLowerCase()+pureKey.slice(1,pureKey.length),attributes[pureKey]=normalizeData(element.dataset[key])}),attributes},getDataAttribute(element,key){return normalizeData(element.getAttribute("data-bs-"+normalizeDataKey(key)))},offset(element){element=element.getBoundingClientRect();return{top:element.top+window.pageYOffset,left:element.left+window.pageXOffset}},position(element){return{top:element.offsetTop,left:element.offsetLeft}}},SelectorEngine={find(selector,element=document.documentElement){return[].concat(...Element.prototype.querySelectorAll.call(element,selector))},findOne(selector,element=document.documentElement){return Element.prototype.querySelector.call(element,selector)},children(element,selector){return[].concat(...element.children).filter(child=>child.matches(selector))},parents(element,selector){var parents=[];let ancestor=element.parentNode;for(;ancestor&&ancestor.nodeType===Node.ELEMENT_NODE&&3!==ancestor.nodeType;)ancestor.matches(selector)&&parents.push(ancestor),ancestor=ancestor.parentNode;return parents},prev(element,selector){let previous=element.previousElementSibling;for(;previous;){if(previous.matches(selector))return[previous];previous=previous.previousElementSibling}return[]},next(element,selector){let next=element.nextElementSibling;for(;next;){if(next.matches(selector))return[next];next=next.nextElementSibling}return[]},focusableChildren(element){var focusables=["a","button","input","textarea","select","details","[tabindex]",'[contenteditable="true"]'].map(selector=>selector+':not([tabindex^="-"])').join(", ");return this.find(focusables,element).filter(el=>!isDisabled(el)&&isVisible(el))}};const Default$a={interval:5e3,keyboard:!0,slide:!1,pause:"hover",wrap:!0,touch:!0},DefaultType$a={interval:"(number|boolean)",keyboard:"boolean",slide:"(boolean|string)",pause:"(string|boolean)",wrap:"boolean",touch:"boolean"},KEY_TO_DIRECTION={ArrowLeft:"right",ArrowRight:"left"};class Carousel extends BaseComponent{constructor(element,config){super(element),this._items=null,this._interval=null,this._activeElement=null,this._isPaused=!1,this._isSliding=!1,this.touchTimeout=null,this.touchStartX=0,this.touchDeltaX=0,this._config=this._getConfig(config),this._indicatorsElement=SelectorEngine.findOne(".carousel-indicators",this._element),this._touchSupported="ontouchstart"in document.documentElement||0<navigator.maxTouchPoints,this._pointerEvent=Boolean(window.PointerEvent),this._addEventListeners()}static get Default(){return Default$a}static get NAME(){return"carousel"}next(){this._slide("next")}nextWhenVisible(){!document.hidden&&isVisible(this._element)&&this.next()}prev(){this._slide("prev")}pause(event){event||(this._isPaused=!0),SelectorEngine.findOne(".carousel-item-next, .carousel-item-prev",this._element)&&(triggerTransitionEnd(this._element),this.cycle(!0)),clearInterval(this._interval),this._interval=null}cycle(event){event||(this._isPaused=!1),this._interval&&(clearInterval(this._interval),this._interval=null),this._config&&this._config.interval&&!this._isPaused&&(this._updateInterval(),this._interval=setInterval((document.visibilityState?this.nextWhenVisible:this.next).bind(this),this._config.interval))}to(index){this._activeElement=SelectorEngine.findOne(".active.carousel-item",this._element);var activeIndex=this._getItemIndex(this._activeElement);index>this._items.length-1||index<0||(this._isSliding?EventHandler.one(this._element,"slid.bs.carousel",()=>this.to(index)):activeIndex===index?(this.pause(),this.cycle()):this._slide(activeIndex<index?"next":"prev",this._items[index]))}_getConfig(config){return config={...Default$a,...Manipulator.getDataAttributes(this._element),..."object"==typeof config?config:{}},typeCheckConfig("carousel",config,DefaultType$a),config}_handleSwipe(){var absDeltax=Math.abs(this.touchDeltaX);absDeltax<=40||(absDeltax=absDeltax/this.touchDeltaX,this.touchDeltaX=0,absDeltax&&this._slide(0<absDeltax?"right":"left"))}_addEventListeners(){this._config.keyboard&&EventHandler.on(this._element,"keydown.bs.carousel",event=>this._keydown(event)),"hover"===this._config.pause&&(EventHandler.on(this._element,"mouseenter.bs.carousel",event=>this.pause(event)),EventHandler.on(this._element,"mouseleave.bs.carousel",event=>this.cycle(event))),this._config.touch&&this._touchSupported&&this._addTouchEventListeners()}_addTouchEventListeners(){const hasPointerPenTouch=event=>this._pointerEvent&&("pen"===event.pointerType||"touch"===event.pointerType),start=event=>{hasPointerPenTouch(event)?this.touchStartX=event.clientX:this._pointerEvent||(this.touchStartX=event.touches[0].clientX)},move=event=>{this.touchDeltaX=event.touches&&1<event.touches.length?0:event.touches[0].clientX-this.touchStartX},end=event=>{hasPointerPenTouch(event)&&(this.touchDeltaX=event.clientX-this.touchStartX),this._handleSwipe(),"hover"===this._config.pause&&(this.pause(),this.touchTimeout&&clearTimeout(this.touchTimeout),this.touchTimeout=setTimeout(event=>this.cycle(event),500+this._config.interval))};SelectorEngine.find(".carousel-item img",this._element).forEach(itemImg=>{EventHandler.on(itemImg,"dragstart.bs.carousel",event=>event.preventDefault())}),this._pointerEvent?(EventHandler.on(this._element,"pointerdown.bs.carousel",event=>start(event)),EventHandler.on(this._element,"pointerup.bs.carousel",event=>end(event)),this._element.classList.add("pointer-event")):(EventHandler.on(this._element,"touchstart.bs.carousel",event=>start(event)),EventHandler.on(this._element,"touchmove.bs.carousel",event=>move(event)),EventHandler.on(this._element,"touchend.bs.carousel",event=>end(event)))}_keydown(event){var direction;/input|textarea/i.test(event.target.tagName)||(direction=KEY_TO_DIRECTION[event.key])&&(event.preventDefault(),this._slide(direction))}_getItemIndex(element){return this._items=element&&element.parentNode?SelectorEngine.find(".carousel-item",element.parentNode):[],this._items.indexOf(element)}_getItemByOrder(order,activeElement){order="next"===order;return getNextActiveElement(this._items,activeElement,order,this._config.wrap)}_triggerSlideEvent(relatedTarget,eventDirectionName){var targetIndex=this._getItemIndex(relatedTarget),fromIndex=this._getItemIndex(SelectorEngine.findOne(".active.carousel-item",this._element));return EventHandler.trigger(this._element,"slide.bs.carousel",{relatedTarget:relatedTarget,direction:eventDirectionName,from:fromIndex,to:targetIndex})}_setActiveIndicatorElement(element){if(this._indicatorsElement){var activeIndicator=SelectorEngine.findOne(".active",this._indicatorsElement),indicators=(activeIndicator.classList.remove("active"),activeIndicator.removeAttribute("aria-current"),SelectorEngine.find("[data-bs-target]",this._indicatorsElement));for(let i=0;i<indicators.length;i++)if(Number.parseInt(indicators[i].getAttribute("data-bs-slide-to"),10)===this._getItemIndex(element)){indicators[i].classList.add("active"),indicators[i].setAttribute("aria-current","true");break}}}_updateInterval(){var element=this._activeElement||SelectorEngine.findOne(".active.carousel-item",this._element);element&&((element=Number.parseInt(element.getAttribute("data-bs-interval"),10))?(this._config.defaultInterval=this._config.defaultInterval||this._config.interval,this._config.interval=element):this._config.interval=this._config.defaultInterval||this._config.interval)}_slide(directionOrOrder,element){directionOrOrder=this._directionToOrder(directionOrOrder);const activeElement=SelectorEngine.findOne(".active.carousel-item",this._element),activeElementIndex=this._getItemIndex(activeElement),nextElement=element||this._getItemByOrder(directionOrOrder,activeElement),nextElementIndex=this._getItemIndex(nextElement);var element=Boolean(this._interval),isNext="next"===directionOrOrder;const directionalClassName=isNext?"carousel-item-start":"carousel-item-end",orderClassName=isNext?"carousel-item-next":"carousel-item-prev",eventDirectionName=this._orderToDirection(directionOrOrder);if(nextElement&&nextElement.classList.contains("active"))this._isSliding=!1;else if(!this._isSliding){isNext=this._triggerSlideEvent(nextElement,eventDirectionName);if(!isNext.defaultPrevented&&activeElement&&nextElement){this._isSliding=!0,element&&this.pause(),this._setActiveIndicatorElement(nextElement),this._activeElement=nextElement;const triggerSlidEvent=()=>{EventHandler.trigger(this._element,"slid.bs.carousel",{relatedTarget:nextElement,direction:eventDirectionName,from:activeElementIndex,to:nextElementIndex})};this._element.classList.contains("slide")?(nextElement.classList.add(orderClassName),reflow(nextElement),activeElement.classList.add(directionalClassName),nextElement.classList.add(directionalClassName),this._queueCallback(()=>{nextElement.classList.remove(directionalClassName,orderClassName),nextElement.classList.add("active"),activeElement.classList.remove("active",orderClassName,directionalClassName),this._isSliding=!1,setTimeout(triggerSlidEvent,0)},activeElement,!0)):(activeElement.classList.remove("active"),nextElement.classList.add("active"),this._isSliding=!1,triggerSlidEvent()),element&&this.cycle()}}}_directionToOrder(direction){return["right","left"].includes(direction)?isRTL()?"left"===direction?"prev":"next":"left"===direction?"next":"prev":direction}_orderToDirection(order){return["next","prev"].includes(order)?isRTL()?"prev"===order?"left":"right":"prev"===order?"right":"left":order}static carouselInterface(element,config){element=Carousel.getOrCreateInstance(element,config);let _config=element["_config"];"object"==typeof config&&(_config={..._config,...config});var action="string"==typeof config?config:_config.slide;if("number"==typeof config)element.to(config);else if("string"==typeof action){if(void 0===element[action])throw new TypeError(`No method named "${action}"`);element[action]()}else _config.interval&&_config.ride&&(element.pause(),element.cycle())}static jQueryInterface(config){return this.each(function(){Carousel.carouselInterface(this,config)})}static dataApiClickHandler(event){var config,slideIndex,target=getElementFromSelector(this);target&&target.classList.contains("carousel")&&(config={...Manipulator.getDataAttributes(target),...Manipulator.getDataAttributes(this)},(slideIndex=this.getAttribute("data-bs-slide-to"))&&(config.interval=!1),Carousel.carouselInterface(target,config),slideIndex&&Carousel.getInstance(target).to(slideIndex),event.preventDefault())}}EventHandler.on(document,"click.bs.carousel.data-api","[data-bs-slide], [data-bs-slide-to]",Carousel.dataApiClickHandler),EventHandler.on(window,"load.bs.carousel.data-api",()=>{var carousels=SelectorEngine.find('[data-bs-ride="carousel"]');for(let i=0,len=carousels.length;i<len;i++)Carousel.carouselInterface(carousels[i],Carousel.getInstance(carousels[i]))}),Popper(Carousel);const Default$9={toggle:!0,parent:null},DefaultType$9={toggle:"boolean",parent:"(null|element)"};class Collapse extends BaseComponent{constructor(element,config){super(element),this._isTransitioning=!1,this._config=this._getConfig(config),this._triggerArray=[];var toggleList=SelectorEngine.find('[data-bs-toggle="collapse"]');for(let i=0,len=toggleList.length;i<len;i++){var elem=toggleList[i],selector=getSelectorFromElement(elem),filterElement=SelectorEngine.find(selector).filter(foundElem=>foundElem===this._element);null!==selector&&filterElement.length&&(this._selector=selector,this._triggerArray.push(elem))}this._initializeChildren(),this._config.parent||this._addAriaAndCollapsedClass(this._triggerArray,this._isShown()),this._config.toggle&&this.toggle()}static get Default(){return Default$9}static get NAME(){return"collapse"}toggle(){this._isShown()?this.hide():this.show()}show(){if(!this._isTransitioning&&!this._isShown()){let actives=[],activesData;if(this._config.parent){const children=SelectorEngine.find(":scope .collapse .collapse",this._config.parent);actives=SelectorEngine.find(".collapse.show, .collapse.collapsing",this._config.parent).filter(elem=>!children.includes(elem))}const container=SelectorEngine.findOne(this._selector);if(actives.length){var tempActiveData=actives.find(elem=>container!==elem);if((activesData=tempActiveData?Collapse.getInstance(tempActiveData):null)&&activesData._isTransitioning)return}tempActiveData=EventHandler.trigger(this._element,"show.bs.collapse");if(!tempActiveData.defaultPrevented){actives.forEach(elemActive=>{container!==elemActive&&Collapse.getOrCreateInstance(elemActive,{toggle:!1}).hide(),activesData||Data.set(elemActive,"bs.collapse",null)});const dimension=this._getDimension();this._element.classList.remove("collapse"),this._element.classList.add("collapsing"),this._element.style[dimension]=0,this._addAriaAndCollapsedClass(this._triggerArray,!0),this._isTransitioning=!0;tempActiveData="scroll"+(dimension[0].toUpperCase()+dimension.slice(1));this._queueCallback(()=>{this._isTransitioning=!1,this._element.classList.remove("collapsing"),this._element.classList.add("collapse","show"),this._element.style[dimension]="",EventHandler.trigger(this._element,"shown.bs.collapse")},this._element,!0),this._element.style[dimension]=this._element[tempActiveData]+"px"}}}hide(){if(!this._isTransitioning&&this._isShown()){var startEvent=EventHandler.trigger(this._element,"hide.bs.collapse");if(!startEvent.defaultPrevented){var startEvent=this._getDimension(),triggerArrayLength=(this._element.style[startEvent]=this._element.getBoundingClientRect()[startEvent]+"px",reflow(this._element),this._element.classList.add("collapsing"),this._element.classList.remove("collapse","show"),this._triggerArray.length);for(let i=0;i<triggerArrayLength;i++){var trigger=this._triggerArray[i],elem=getElementFromSelector(trigger);elem&&!this._isShown(elem)&&this._addAriaAndCollapsedClass([trigger],!1)}this._isTransitioning=!0;this._element.style[startEvent]="",this._queueCallback(()=>{this._isTransitioning=!1,this._element.classList.remove("collapsing"),this._element.classList.add("collapse"),EventHandler.trigger(this._element,"hidden.bs.collapse")},this._element,!0)}}}_isShown(element=this._element){return element.classList.contains("show")}_getConfig(config){return(config={...Default$9,...Manipulator.getDataAttributes(this._element),...config}).toggle=Boolean(config.toggle),config.parent=getElement(config.parent),typeCheckConfig("collapse",config,DefaultType$9),config}_getDimension(){return this._element.classList.contains("collapse-horizontal")?"width":"height"}_initializeChildren(){if(this._config.parent){const children=SelectorEngine.find(":scope .collapse .collapse",this._config.parent);SelectorEngine.find('[data-bs-toggle="collapse"]',this._config.parent).filter(elem=>!children.includes(elem)).forEach(element=>{var selected=getElementFromSelector(element);selected&&this._addAriaAndCollapsedClass([element],this._isShown(selected))})}}_addAriaAndCollapsedClass(triggerArray,isOpen){triggerArray.length&&triggerArray.forEach(elem=>{isOpen?elem.classList.remove("collapsed"):elem.classList.add("collapsed"),elem.setAttribute("aria-expanded",isOpen)})}static jQueryInterface(config){return this.each(function(){var _config={},_config=("string"==typeof config&&/show|hide/.test(config)&&(_config.toggle=!1),Collapse.getOrCreateInstance(this,_config));if("string"==typeof config){if(void 0===_config[config])throw new TypeError(`No method named "${config}"`);_config[config]()}})}}EventHandler.on(document,"click.bs.collapse.data-api",'[data-bs-toggle="collapse"]',function(event){("A"===event.target.tagName||event.delegateTarget&&"A"===event.delegateTarget.tagName)&&event.preventDefault();event=getSelectorFromElement(this);SelectorEngine.find(event).forEach(element=>{Collapse.getOrCreateInstance(element,{toggle:!1}).toggle()})}),Popper(Collapse);const REGEXP_KEYDOWN=new RegExp("ArrowUp|ArrowDown|Escape");const PLACEMENT_TOP=isRTL()?"top-end":"top-start",PLACEMENT_TOPEND=isRTL()?"top-start":"top-end",PLACEMENT_BOTTOM=isRTL()?"bottom-end":"bottom-start",PLACEMENT_BOTTOMEND=isRTL()?"bottom-start":"bottom-end",PLACEMENT_RIGHT=isRTL()?"left-start":"right-start",PLACEMENT_LEFT=isRTL()?"right-start":"left-start",Default$8={offset:[0,2],boundary:"clippingParents",reference:"toggle",display:"dynamic",popperConfig:null,autoClose:!0},DefaultType$8={offset:"(array|string|function)",boundary:"(string|element)",reference:"(string|element|object)",display:"string",popperConfig:"(null|object|function)",autoClose:"(boolean|string)"};class Dropdown extends BaseComponent{constructor(element,config){super(element),this._popper=null,this._config=this._getConfig(config),this._menu=this._getMenuElement(),this._inNavbar=this._detectNavbar()}static get Default(){return Default$8}static get DefaultType(){return DefaultType$8}static get NAME(){return"dropdown"}toggle(){return this._isShown()?this.hide():this.show()}show(){var relatedTarget,parent;isDisabled(this._element)||this._isShown(this._menu)||(relatedTarget={relatedTarget:this._element},EventHandler.trigger(this._element,"show.bs.dropdown",relatedTarget).defaultPrevented)||(parent=Dropdown.getParentFromElement(this._element),this._inNavbar?Manipulator.setDataAttribute(this._menu,"popper","none"):this._createPopper(parent),"ontouchstart"in document.documentElement&&!parent.closest(".navbar-nav")&&[].concat(...document.body.children).forEach(elem=>EventHandler.on(elem,"mouseover",noop)),this._element.focus(),this._element.setAttribute("aria-expanded",!0),this._menu.classList.add("show"),this._element.classList.add("show"),EventHandler.trigger(this._element,"shown.bs.dropdown",relatedTarget))}hide(){var relatedTarget;!isDisabled(this._element)&&this._isShown(this._menu)&&(relatedTarget={relatedTarget:this._element},this._completeHide(relatedTarget))}dispose(){this._popper&&this._popper.destroy(),super.dispose()}update(){this._inNavbar=this._detectNavbar(),this._popper&&this._popper.update()}_completeHide(relatedTarget){EventHandler.trigger(this._element,"hide.bs.dropdown",relatedTarget).defaultPrevented||("ontouchstart"in document.documentElement&&[].concat(...document.body.children).forEach(elem=>EventHandler.off(elem,"mouseover",noop)),this._popper&&this._popper.destroy(),this._menu.classList.remove("show"),this._element.classList.remove("show"),this._element.setAttribute("aria-expanded","false"),Manipulator.removeDataAttribute(this._menu,"popper"),EventHandler.trigger(this._element,"hidden.bs.dropdown",relatedTarget))}_getConfig(config){if(config={...this.constructor.Default,...Manipulator.getDataAttributes(this._element),...config},typeCheckConfig("dropdown",config,this.constructor.DefaultType),"object"!=typeof config.reference||isElement(config.reference)||"function"==typeof config.reference.getBoundingClientRect)return config;throw new TypeError("dropdown".toUpperCase()+': Option "reference" provided type "object" without a required "getBoundingClientRect" method.')}_createPopper(parent){if(void 0===Popper__namespace)throw new TypeError("Bootstrap's dropdowns require Popper (https://popper.js.org)");let referenceElement=this._element;"parent"===this._config.reference?referenceElement=parent:isElement(this._config.reference)?referenceElement=getElement(this._config.reference):"object"==typeof this._config.reference&&(referenceElement=this._config.reference);var parent=this._getPopperConfig(),isDisplayStatic=parent.modifiers.find(modifier=>"applyStyles"===modifier.name&&!1===modifier.enabled);this._popper=Popper__namespace.createPopper(referenceElement,this._menu,parent),isDisplayStatic&&Manipulator.setDataAttribute(this._menu,"popper","static")}_isShown(element=this._element){return element.classList.contains("show")}_getMenuElement(){return SelectorEngine.next(this._element,".dropdown-menu")[0]}_getPlacement(){var isEnd,parentDropdown=this._element.parentNode;return parentDropdown.classList.contains("dropend")?PLACEMENT_RIGHT:parentDropdown.classList.contains("dropstart")?PLACEMENT_LEFT:(isEnd="end"===getComputedStyle(this._menu).getPropertyValue("--bs-position").trim(),parentDropdown.classList.contains("dropup")?isEnd?PLACEMENT_TOPEND:PLACEMENT_TOP:isEnd?PLACEMENT_BOTTOMEND:PLACEMENT_BOTTOM)}_detectNavbar(){return null!==this._element.closest(".navbar")}_getOffset(){const offset=this._config["offset"];return"string"==typeof offset?offset.split(",").map(val=>Number.parseInt(val,10)):"function"==typeof offset?popperData=>offset(popperData,this._element):offset}_getPopperConfig(){var defaultBsPopperConfig={placement:this._getPlacement(),modifiers:[{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"offset",options:{offset:this._getOffset()}}]};return"static"===this._config.display&&(defaultBsPopperConfig.modifiers=[{name:"applyStyles",enabled:!1}]),{...defaultBsPopperConfig,..."function"==typeof this._config.popperConfig?this._config.popperConfig(defaultBsPopperConfig):this._config.popperConfig}}_selectMenuItem({key,target}){var items=SelectorEngine.find(".dropdown-menu .dropdown-item:not(.disabled):not(:disabled)",this._menu).filter(isVisible);items.length&&getNextActiveElement(items,target,"ArrowDown"===key,!items.includes(target)).focus()}static jQueryInterface(config){return this.each(function(){var data=Dropdown.getOrCreateInstance(this,config);if("string"==typeof config){if(void 0===data[config])throw new TypeError(`No method named "${config}"`);data[config]()}})}static clearMenus(event){if(!event||2!==event.button&&("keyup"!==event.type||"Tab"===event.key)){var toggles=SelectorEngine.find('[data-bs-toggle="dropdown"]');for(let i=0,len=toggles.length;i<len;i++){var context=Dropdown.getInstance(toggles[i]);if(context&&!1!==context._config.autoClose&&context._isShown()){var relatedTarget={relatedTarget:context._element};if(event){var composedPath=event.composedPath(),isMenuTarget=composedPath.includes(context._menu);if(composedPath.includes(context._element)||"inside"===context._config.autoClose&&!isMenuTarget||"outside"===context._config.autoClose&&isMenuTarget)continue;if(context._menu.contains(event.target)&&("keyup"===event.type&&"Tab"===event.key||/input|select|option|textarea|form/i.test(event.target.tagName)))continue;"click"===event.type&&(relatedTarget.clickEvent=event)}context._completeHide(relatedTarget)}}}}static getParentFromElement(element){return getElementFromSelector(element)||element.parentNode}static dataApiKeydownHandler(event){var isActive,getToggleButton;(/input|textarea/i.test(event.target.tagName)?"Space"===event.key||"Escape"!==event.key&&("ArrowDown"!==event.key&&"ArrowUp"!==event.key||event.target.closest(".dropdown-menu")):!REGEXP_KEYDOWN.test(event.key))||!(isActive=this.classList.contains("show"))&&"Escape"===event.key||(event.preventDefault(),event.stopPropagation(),isDisabled(this))||(getToggleButton=this.matches('[data-bs-toggle="dropdown"]')?this:SelectorEngine.prev(this,'[data-bs-toggle="dropdown"]')[0],getToggleButton=Dropdown.getOrCreateInstance(getToggleButton),"Escape"===event.key?getToggleButton.hide():"ArrowUp"===event.key||"ArrowDown"===event.key?(isActive||getToggleButton.show(),getToggleButton._selectMenuItem(event)):isActive&&"Space"!==event.key||Dropdown.clearMenus())}}EventHandler.on(document,"keydown.bs.dropdown.data-api",'[data-bs-toggle="dropdown"]',Dropdown.dataApiKeydownHandler),EventHandler.on(document,"keydown.bs.dropdown.data-api",".dropdown-menu",Dropdown.dataApiKeydownHandler),EventHandler.on(document,"click.bs.dropdown.data-api",Dropdown.clearMenus),EventHandler.on(document,"keyup.bs.dropdown.data-api",Dropdown.clearMenus),EventHandler.on(document,"click.bs.dropdown.data-api",'[data-bs-toggle="dropdown"]',function(event){event.preventDefault(),Dropdown.getOrCreateInstance(this).toggle()}),Popper(Dropdown);class ScrollBarHelper{constructor(){this._element=document.body}getWidth(){var documentWidth=document.documentElement.clientWidth;return Math.abs(window.innerWidth-documentWidth)}hide(){const width=this.getWidth();this._disableOverFlow(),this._setElementAttributes(this._element,"paddingRight",calculatedValue=>calculatedValue+width),this._setElementAttributes(".fixed-top, .fixed-bottom, .is-fixed, .sticky-top","paddingRight",calculatedValue=>calculatedValue+width),this._setElementAttributes(".sticky-top","marginRight",calculatedValue=>calculatedValue-width)}_disableOverFlow(){this._saveInitialAttribute(this._element,"overflow"),this._element.style.overflow="hidden"}_setElementAttributes(selector,styleProp,callback){const scrollbarWidth=this.getWidth();this._applyManipulationCallback(selector,element=>{var calculatedValue;element!==this._element&&window.innerWidth>element.clientWidth+scrollbarWidth||(this._saveInitialAttribute(element,styleProp),calculatedValue=window.getComputedStyle(element)[styleProp],element.style[styleProp]=callback(Number.parseFloat(calculatedValue))+"px")})}reset(){this._resetElementAttributes(this._element,"overflow"),this._resetElementAttributes(this._element,"paddingRight"),this._resetElementAttributes(".fixed-top, .fixed-bottom, .is-fixed, .sticky-top","paddingRight"),this._resetElementAttributes(".sticky-top","marginRight")}_saveInitialAttribute(element,styleProp){var actualValue=element.style[styleProp];actualValue&&Manipulator.setDataAttribute(element,styleProp,actualValue)}_resetElementAttributes(selector,styleProp){this._applyManipulationCallback(selector,element=>{var value=Manipulator.getDataAttribute(element,styleProp);void 0===value?element.style.removeProperty(styleProp):(Manipulator.removeDataAttribute(element,styleProp),element.style[styleProp]=value)})}_applyManipulationCallback(selector,callBack){isElement(selector)?callBack(selector):SelectorEngine.find(selector,this._element).forEach(callBack)}isOverflowing(){return 0<this.getWidth()}}const Default$7={className:"modal-backdrop",isVisible:!0,isAnimated:!1,rootElement:"body",clickCallback:null},DefaultType$7={className:"string",isVisible:"boolean",isAnimated:"boolean",rootElement:"(element|string)",clickCallback:"(function|null)"};class Backdrop{constructor(config){this._config=this._getConfig(config),this._isAppended=!1,this._element=null}show(callback){this._config.isVisible?(this._append(),this._config.isAnimated&&reflow(this._getElement()),this._getElement().classList.add("show"),this._emulateAnimation(()=>{execute(callback)})):execute(callback)}hide(callback){this._config.isVisible?(this._getElement().classList.remove("show"),this._emulateAnimation(()=>{this.dispose(),execute(callback)})):execute(callback)}_getElement(){var backdrop;return this._element||((backdrop=document.createElement("div")).className=this._config.className,this._config.isAnimated&&backdrop.classList.add("fade"),this._element=backdrop),this._element}_getConfig(config){return(config={...Default$7,..."object"==typeof config?config:{}}).rootElement=getElement(config.rootElement),typeCheckConfig("backdrop",config,DefaultType$7),config}_append(){this._isAppended||(this._config.rootElement.append(this._getElement()),EventHandler.on(this._getElement(),"mousedown.bs.backdrop",()=>{execute(this._config.clickCallback)}),this._isAppended=!0)}dispose(){this._isAppended&&(EventHandler.off(this._element,"mousedown.bs.backdrop"),this._element.remove(),this._isAppended=!1)}_emulateAnimation(callback){executeAfterTransition(callback,this._getElement(),this._config.isAnimated)}}const Default$6={trapElement:null,autofocus:!0},DefaultType$6={trapElement:"element",autofocus:"boolean"};class FocusTrap{constructor(config){this._config=this._getConfig(config),this._isActive=!1,this._lastTabNavDirection=null}activate(){var{trapElement,autofocus}=this._config;this._isActive||(autofocus&&trapElement.focus(),EventHandler.off(document,".bs.focustrap"),EventHandler.on(document,"focusin.bs.focustrap",event=>this._handleFocusin(event)),EventHandler.on(document,"keydown.tab.bs.focustrap",event=>this._handleKeydown(event)),this._isActive=!0)}deactivate(){this._isActive&&(this._isActive=!1,EventHandler.off(document,".bs.focustrap"))}_handleFocusin(event){var event=event["target"],trapElement=this._config["trapElement"];event===document||event===trapElement||trapElement.contains(event)||(0===(event=SelectorEngine.focusableChildren(trapElement)).length?trapElement:"backward"===this._lastTabNavDirection?event[event.length-1]:event[0]).focus()}_handleKeydown(event){"Tab"===event.key&&(this._lastTabNavDirection=event.shiftKey?"backward":"forward")}_getConfig(config){return config={...Default$6,..."object"==typeof config?config:{}},typeCheckConfig("focustrap",config,DefaultType$6),config}}const Default$5={backdrop:!0,keyboard:!0,focus:!0},DefaultType$5={backdrop:"(boolean|string)",keyboard:"boolean",focus:"boolean"};class Modal extends BaseComponent{constructor(element,config){super(element),this._config=this._getConfig(config),this._dialog=SelectorEngine.findOne(".modal-dialog",this._element),this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._isShown=!1,this._ignoreBackdropClick=!1,this._isTransitioning=!1,this._scrollBar=new ScrollBarHelper}static get Default(){return Default$5}static get NAME(){return"modal"}toggle(relatedTarget){return this._isShown?this.hide():this.show(relatedTarget)}show(relatedTarget){this._isShown||this._isTransitioning||EventHandler.trigger(this._element,"show.bs.modal",{relatedTarget:relatedTarget}).defaultPrevented||(this._isShown=!0,this._isAnimated()&&(this._isTransitioning=!0),this._scrollBar.hide(),document.body.classList.add("modal-open"),this._adjustDialog(),this._setEscapeEvent(),this._setResizeEvent(),EventHandler.on(this._dialog,"mousedown.dismiss.bs.modal",()=>{EventHandler.one(this._element,"mouseup.dismiss.bs.modal",event=>{event.target===this._element&&(this._ignoreBackdropClick=!0)})}),this._showBackdrop(()=>this._showElement(relatedTarget)))}hide(){var isAnimated;!this._isShown||this._isTransitioning||EventHandler.trigger(this._element,"hide.bs.modal").defaultPrevented||(this._isShown=!1,(isAnimated=this._isAnimated())&&(this._isTransitioning=!0),this._setEscapeEvent(),this._setResizeEvent(),this._focustrap.deactivate(),this._element.classList.remove("show"),EventHandler.off(this._element,"click.dismiss.bs.modal"),EventHandler.off(this._dialog,"mousedown.dismiss.bs.modal"),this._queueCallback(()=>this._hideModal(),this._element,isAnimated))}dispose(){[window,this._dialog].forEach(htmlElement=>EventHandler.off(htmlElement,".bs.modal")),this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}handleUpdate(){this._adjustDialog()}_initializeBackDrop(){return new Backdrop({isVisible:Boolean(this._config.backdrop),isAnimated:this._isAnimated()})}_initializeFocusTrap(){return new FocusTrap({trapElement:this._element})}_getConfig(config){return config={...Default$5,...Manipulator.getDataAttributes(this._element),..."object"==typeof config?config:{}},typeCheckConfig("modal",config,DefaultType$5),config}_showElement(relatedTarget){var isAnimated=this._isAnimated(),modalBody=SelectorEngine.findOne(".modal-body",this._dialog);this._element.parentNode&&this._element.parentNode.nodeType===Node.ELEMENT_NODE||document.body.append(this._element),this._element.style.display="block",this._element.removeAttribute("aria-hidden"),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.scrollTop=0,modalBody&&(modalBody.scrollTop=0),isAnimated&&reflow(this._element),this._element.classList.add("show");this._queueCallback(()=>{this._config.focus&&this._focustrap.activate(),this._isTransitioning=!1,EventHandler.trigger(this._element,"shown.bs.modal",{relatedTarget:relatedTarget})},this._dialog,isAnimated)}_setEscapeEvent(){this._isShown?EventHandler.on(this._element,"keydown.dismiss.bs.modal",event=>{this._config.keyboard&&"Escape"===event.key?(event.preventDefault(),this.hide()):this._config.keyboard||"Escape"!==event.key||this._triggerBackdropTransition()}):EventHandler.off(this._element,"keydown.dismiss.bs.modal")}_setResizeEvent(){this._isShown?EventHandler.on(window,"resize.bs.modal",()=>this._adjustDialog()):EventHandler.off(window,"resize.bs.modal")}_hideModal(){this._element.style.display="none",this._element.setAttribute("aria-hidden",!0),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._isTransitioning=!1,this._backdrop.hide(()=>{document.body.classList.remove("modal-open"),this._resetAdjustments(),this._scrollBar.reset(),EventHandler.trigger(this._element,"hidden.bs.modal")})}_showBackdrop(callback){EventHandler.on(this._element,"click.dismiss.bs.modal",event=>{this._ignoreBackdropClick?this._ignoreBackdropClick=!1:event.target===event.currentTarget&&(!0===this._config.backdrop?this.hide():"static"===this._config.backdrop&&this._triggerBackdropTransition())}),this._backdrop.show(callback)}_isAnimated(){return this._element.classList.contains("fade")}_triggerBackdropTransition(){var hideEvent=EventHandler.trigger(this._element,"hidePrevented.bs.modal");if(!hideEvent.defaultPrevented){const{classList,scrollHeight,style}=this._element,isModalOverflowing=scrollHeight>document.documentElement.clientHeight;!isModalOverflowing&&"hidden"===style.overflowY||classList.contains("modal-static")||(isModalOverflowing||(style.overflowY="hidden"),classList.add("modal-static"),this._queueCallback(()=>{classList.remove("modal-static"),isModalOverflowing||this._queueCallback(()=>{style.overflowY=""},this._dialog)},this._dialog),this._element.focus())}}_adjustDialog(){var isModalOverflowing=this._element.scrollHeight>document.documentElement.clientHeight,scrollbarWidth=this._scrollBar.getWidth(),isBodyOverflowing=0<scrollbarWidth;(!isBodyOverflowing&&isModalOverflowing&&!isRTL()||isBodyOverflowing&&!isModalOverflowing&&isRTL())&&(this._element.style.paddingLeft=scrollbarWidth+"px"),(isBodyOverflowing&&!isModalOverflowing&&!isRTL()||!isBodyOverflowing&&isModalOverflowing&&isRTL())&&(this._element.style.paddingRight=scrollbarWidth+"px")}_resetAdjustments(){this._element.style.paddingLeft="",this._element.style.paddingRight=""}static jQueryInterface(config,relatedTarget){return this.each(function(){var data=Modal.getOrCreateInstance(this,config);if("string"==typeof config){if(void 0===data[config])throw new TypeError(`No method named "${config}"`);data[config](relatedTarget)}})}}EventHandler.on(document,"click.bs.modal.data-api",'[data-bs-toggle="modal"]',function(event){const target=getElementFromSelector(this);["A","AREA"].includes(this.tagName)&&event.preventDefault(),EventHandler.one(target,"show.bs.modal",showEvent=>{showEvent.defaultPrevented||EventHandler.one(target,"hidden.bs.modal",()=>{isVisible(this)&&this.focus()})});event=SelectorEngine.findOne(".modal.show");event&&Modal.getInstance(event).hide(),Modal.getOrCreateInstance(target).toggle(this)}),enableDismissTrigger(Modal),Popper(Modal);const Default$4={backdrop:!0,keyboard:!0,scroll:!1},DefaultType$4={backdrop:"boolean",keyboard:"boolean",scroll:"boolean"};class Offcanvas extends BaseComponent{constructor(element,config){super(element),this._config=this._getConfig(config),this._isShown=!1,this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._addEventListeners()}static get NAME(){return"offcanvas"}static get Default(){return Default$4}toggle(relatedTarget){return this._isShown?this.hide():this.show(relatedTarget)}show(relatedTarget){this._isShown||EventHandler.trigger(this._element,"show.bs.offcanvas",{relatedTarget:relatedTarget}).defaultPrevented||(this._isShown=!0,this._element.style.visibility="visible",this._backdrop.show(),this._config.scroll||(new ScrollBarHelper).hide(),this._element.removeAttribute("aria-hidden"),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.classList.add("show"),this._queueCallback(()=>{this._config.scroll||this._focustrap.activate(),EventHandler.trigger(this._element,"shown.bs.offcanvas",{relatedTarget:relatedTarget})},this._element,!0))}hide(){this._isShown&&!EventHandler.trigger(this._element,"hide.bs.offcanvas").defaultPrevented&&(this._focustrap.deactivate(),this._element.blur(),this._isShown=!1,this._element.classList.remove("show"),this._backdrop.hide(),this._queueCallback(()=>{this._element.setAttribute("aria-hidden",!0),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._element.style.visibility="hidden",this._config.scroll||(new ScrollBarHelper).reset(),EventHandler.trigger(this._element,"hidden.bs.offcanvas")},this._element,!0))}dispose(){this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}_getConfig(config){return config={...Default$4,...Manipulator.getDataAttributes(this._element),..."object"==typeof config?config:{}},typeCheckConfig("offcanvas",config,DefaultType$4),config}_initializeBackDrop(){return new Backdrop({className:"offcanvas-backdrop",isVisible:this._config.backdrop,isAnimated:!0,rootElement:this._element.parentNode,clickCallback:()=>this.hide()})}_initializeFocusTrap(){return new FocusTrap({trapElement:this._element})}_addEventListeners(){EventHandler.on(this._element,"keydown.dismiss.bs.offcanvas",event=>{this._config.keyboard&&"Escape"===event.key&&this.hide()})}static jQueryInterface(config){return this.each(function(){var data=Offcanvas.getOrCreateInstance(this,config);if("string"==typeof config){if(void 0===data[config]||config.startsWith("_")||"constructor"===config)throw new TypeError(`No method named "${config}"`);data[config](this)}})}}EventHandler.on(document,"click.bs.offcanvas.data-api",'[data-bs-toggle="offcanvas"]',function(event){var target=getElementFromSelector(this);["A","AREA"].includes(this.tagName)&&event.preventDefault(),isDisabled(this)||(EventHandler.one(target,"hidden.bs.offcanvas",()=>{isVisible(this)&&this.focus()}),(event=SelectorEngine.findOne(".offcanvas.show"))&&event!==target&&Offcanvas.getInstance(event).hide(),Offcanvas.getOrCreateInstance(target).toggle(this))}),EventHandler.on(window,"load.bs.offcanvas.data-api",()=>SelectorEngine.find(".offcanvas.show").forEach(el=>Offcanvas.getOrCreateInstance(el).show())),enableDismissTrigger(Offcanvas),Popper(Offcanvas);const uriAttributes=new Set(["background","cite","href","itemtype","longdesc","poster","src","xlink:href"]);const SAFE_URL_PATTERN=/^(?:(?:https?|mailto|ftp|tel|file|sms):|[^#&/:?]*(?:[#/?]|$))/i,DATA_URL_PATTERN=/^data:(?:image\/(?:bmp|gif|jpeg|jpg|png|tiff|webp)|video\/(?:mpeg|mp4|ogg|webm)|audio\/(?:mp3|oga|ogg|opus));base64,[\d+/a-z]+=*$/i;var DefaultAllowlist={"*":["class","dir","id","lang","role",/^aria-[\w-]*$/i],a:["target","href","title","rel"],area:[],b:[],br:[],col:[],code:[],div:[],em:[],hr:[],h1:[],h2:[],h3:[],h4:[],h5:[],h6:[],i:[],img:["src","srcset","alt","title","width","height"],li:[],ol:[],p:[],pre:[],s:[],small:[],span:[],sub:[],sup:[],strong:[],u:[],ul:[]};function sanitizeHtml(unsafeHtml,allowList,sanitizeFn){if(!unsafeHtml.length)return unsafeHtml;if(sanitizeFn&&"function"==typeof sanitizeFn)return sanitizeFn(unsafeHtml);var sanitizeFn=(new window.DOMParser).parseFromString(unsafeHtml,"text/html"),elements=[].concat(...sanitizeFn.body.querySelectorAll("*"));for(let i=0,len=elements.length;i<len;i++){const element=elements[i];var elementName=element.nodeName.toLowerCase();if(Object.keys(allowList).includes(elementName)){var attributeList=[].concat(...element.attributes);const allowedAttributes=[].concat(allowList["*"]||[],allowList[elementName]||[]);attributeList.forEach(attribute=>{((attribute,allowedAttributeList)=>{var attributeName=attribute.nodeName.toLowerCase();if(allowedAttributeList.includes(attributeName))return!uriAttributes.has(attributeName)||Boolean(SAFE_URL_PATTERN.test(attribute.nodeValue)||DATA_URL_PATTERN.test(attribute.nodeValue));var regExp=allowedAttributeList.filter(attributeRegex=>attributeRegex instanceof RegExp);for(let i=0,len=regExp.length;i<len;i++)if(regExp[i].test(attributeName))return!0;return!1})(attribute,allowedAttributes)||element.removeAttribute(attribute.nodeName)})}else element.remove()}return sanitizeFn.body.innerHTML}const DISALLOWED_ATTRIBUTES=new Set(["sanitize","allowList","sanitizeFn"]),DefaultType$3={animation:"boolean",template:"string",title:"(string|element|function)",trigger:"string",delay:"(number|object)",html:"boolean",selector:"(string|boolean)",placement:"(string|function)",offset:"(array|string|function)",container:"(string|element|boolean)",fallbackPlacements:"array",boundary:"(string|element)",customClass:"(string|function)",sanitize:"boolean",sanitizeFn:"(null|function)",allowList:"object",popperConfig:"(null|object|function)"},AttachmentMap={AUTO:"auto",TOP:"top",RIGHT:isRTL()?"left":"right",BOTTOM:"bottom",LEFT:isRTL()?"right":"left"},Default$3={animation:!0,template:'<div class="tooltip" role="tooltip"><div class="tooltip-arrow"></div><div class="tooltip-inner"></div></div>',trigger:"hover focus",title:"",delay:0,html:!1,selector:!1,placement:"top",offset:[0,0],container:!1,fallbackPlacements:["top","right","bottom","left"],boundary:"clippingParents",customClass:"",sanitize:!0,sanitizeFn:null,allowList:DefaultAllowlist,popperConfig:null},Event$2={HIDE:"hide.bs.tooltip",HIDDEN:"hidden.bs.tooltip",SHOW:"show.bs.tooltip",SHOWN:"shown.bs.tooltip",INSERTED:"inserted.bs.tooltip",CLICK:"click.bs.tooltip",FOCUSIN:"focusin.bs.tooltip",FOCUSOUT:"focusout.bs.tooltip",MOUSEENTER:"mouseenter.bs.tooltip",MOUSELEAVE:"mouseleave.bs.tooltip"};class Tooltip extends BaseComponent{constructor(element,config){if(void 0===Popper__namespace)throw new TypeError("Bootstrap's tooltips require Popper (https://popper.js.org)");super(element),this._isEnabled=!0,this._timeout=0,this._hoverState="",this._activeTrigger={},this._popper=null,this._config=this._getConfig(config),this.tip=null,this._setListeners()}static get Default(){return Default$3}static get NAME(){return"tooltip"}static get Event(){return Event$2}static get DefaultType(){return DefaultType$3}enable(){this._isEnabled=!0}disable(){this._isEnabled=!1}toggleEnabled(){this._isEnabled=!this._isEnabled}toggle(event){this._isEnabled&&(event?((event=this._initializeOnDelegatedTarget(event))._activeTrigger.click=!event._activeTrigger.click,event._isWithActiveTrigger()?event._enter(null,event):event._leave(null,event)):this.getTipElement().classList.contains("show")?this._leave(null,this):this._enter(null,this))}dispose(){clearTimeout(this._timeout),EventHandler.off(this._element.closest(".modal"),"hide.bs.modal",this._hideModalHandler),this.tip&&this.tip.remove(),this._disposePopper(),super.dispose()}show(){if("none"===this._element.style.display)throw new Error("Please use show on visible elements");var showEvent,container,shadowRoot;this.isWithContent()&&this._isEnabled&&(showEvent=EventHandler.trigger(this._element,this.constructor.Event.SHOW),shadowRoot=(null===(shadowRoot=findShadowRoot(this._element))?this._element.ownerDocument.documentElement:shadowRoot).contains(this._element),!showEvent.defaultPrevented)&&shadowRoot&&("tooltip"===this.constructor.NAME&&this.tip&&this.getTitle()!==this.tip.querySelector(".tooltip-inner").innerHTML&&(this._disposePopper(),this.tip.remove(),this.tip=null),showEvent=this.getTipElement(),shadowRoot=(prefix=>{for(;prefix+=Math.floor(1e6*Math.random()),document.getElementById(prefix););return prefix})(this.constructor.NAME),showEvent.setAttribute("id",shadowRoot),this._element.setAttribute("aria-describedby",shadowRoot),this._config.animation&&showEvent.classList.add("fade"),shadowRoot="function"==typeof this._config.placement?this._config.placement.call(this,showEvent,this._element):this._config.placement,shadowRoot=this._getAttachment(shadowRoot),container=(this._addAttachmentClass(shadowRoot),this._config)["container"],Data.set(showEvent,this.constructor.DATA_KEY,this),this._element.ownerDocument.documentElement.contains(this.tip)||(container.append(showEvent),EventHandler.trigger(this._element,this.constructor.Event.INSERTED)),this._popper?this._popper.update():this._popper=Popper__namespace.createPopper(this._element,showEvent,this._getPopperConfig(shadowRoot)),showEvent.classList.add("show"),(container=this._resolvePossibleFunction(this._config.customClass))&&showEvent.classList.add(...container.split(" ")),"ontouchstart"in document.documentElement&&[].concat(...document.body.children).forEach(element=>{EventHandler.on(element,"mouseover",noop)}),shadowRoot=this.tip.classList.contains("fade"),this._queueCallback(()=>{var prevHoverState=this._hoverState;this._hoverState=null,EventHandler.trigger(this._element,this.constructor.Event.SHOWN),"out"===prevHoverState&&this._leave(null,this)},this.tip,shadowRoot))}hide(){if(this._popper){const tip=this.getTipElement();var isAnimated;EventHandler.trigger(this._element,this.constructor.Event.HIDE).defaultPrevented||(tip.classList.remove("show"),"ontouchstart"in document.documentElement&&[].concat(...document.body.children).forEach(element=>EventHandler.off(element,"mouseover",noop)),this._activeTrigger.click=!1,this._activeTrigger.focus=!1,this._activeTrigger.hover=!1,isAnimated=this.tip.classList.contains("fade"),this._queueCallback(()=>{this._isWithActiveTrigger()||("show"!==this._hoverState&&tip.remove(),this._cleanTipClass(),this._element.removeAttribute("aria-describedby"),EventHandler.trigger(this._element,this.constructor.Event.HIDDEN),this._disposePopper())},this.tip,isAnimated),this._hoverState="")}}update(){null!==this._popper&&this._popper.update()}isWithContent(){return Boolean(this.getTitle())}getTipElement(){var element;return this.tip||((element=document.createElement("div")).innerHTML=this._config.template,element=element.children[0],this.setContent(element),element.classList.remove("fade","show"),this.tip=element),this.tip}setContent(tip){this._sanitizeAndSetContent(tip,this.getTitle(),".tooltip-inner")}_sanitizeAndSetContent(template,content,selector){selector=SelectorEngine.findOne(selector,template);!content&&selector?selector.remove():this.setElementContent(selector,content)}setElementContent(element,content){null!==element&&(isElement(content)?(content=getElement(content),this._config.html?content.parentNode!==element&&(element.innerHTML="",element.append(content)):element.textContent=content.textContent):this._config.html?(this._config.sanitize&&(content=sanitizeHtml(content,this._config.allowList,this._config.sanitizeFn)),element.innerHTML=content):element.textContent=content)}getTitle(){var title=this._element.getAttribute("data-bs-original-title")||this._config.title;return this._resolvePossibleFunction(title)}updateAttachment(attachment){return"right"===attachment?"end":"left"===attachment?"start":attachment}_initializeOnDelegatedTarget(event,context){return context||this.constructor.getOrCreateInstance(event.delegateTarget,this._getDelegateConfig())}_getOffset(){const offset=this._config["offset"];return"string"==typeof offset?offset.split(",").map(val=>Number.parseInt(val,10)):"function"==typeof offset?popperData=>offset(popperData,this._element):offset}_resolvePossibleFunction(content){return"function"==typeof content?content.call(this._element):content}_getPopperConfig(attachment){attachment={placement:attachment,modifiers:[{name:"flip",options:{fallbackPlacements:this._config.fallbackPlacements}},{name:"offset",options:{offset:this._getOffset()}},{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"arrow",options:{element:`.${this.constructor.NAME}-arrow`}},{name:"onChange",enabled:!0,phase:"afterWrite",fn:data=>this._handlePopperPlacementChange(data)}],onFirstUpdate:data=>{data.options.placement!==data.placement&&this._handlePopperPlacementChange(data)}};return{...attachment,..."function"==typeof this._config.popperConfig?this._config.popperConfig(attachment):this._config.popperConfig}}_addAttachmentClass(attachment){this.getTipElement().classList.add(this._getBasicClassPrefix()+"-"+this.updateAttachment(attachment))}_getAttachment(placement){return AttachmentMap[placement.toUpperCase()]}_setListeners(){this._config.trigger.split(" ").forEach(trigger=>{var eventIn;"click"===trigger?EventHandler.on(this._element,this.constructor.Event.CLICK,this._config.selector,event=>this.toggle(event)):"manual"!==trigger&&(eventIn="hover"===trigger?this.constructor.Event.MOUSEENTER:this.constructor.Event.FOCUSIN,trigger="hover"===trigger?this.constructor.Event.MOUSELEAVE:this.constructor.Event.FOCUSOUT,EventHandler.on(this._element,eventIn,this._config.selector,event=>this._enter(event)),EventHandler.on(this._element,trigger,this._config.selector,event=>this._leave(event)))}),this._hideModalHandler=()=>{this._element&&this.hide()},EventHandler.on(this._element.closest(".modal"),"hide.bs.modal",this._hideModalHandler),this._config.selector?this._config={...this._config,trigger:"manual",selector:""}:this._fixTitle()}_fixTitle(){var title=this._element.getAttribute("title"),originalTitleType=typeof this._element.getAttribute("data-bs-original-title");!title&&"string"==originalTitleType||(this._element.setAttribute("data-bs-original-title",title||""),!title||this._element.getAttribute("aria-label")||this._element.textContent||this._element.setAttribute("aria-label",title),this._element.setAttribute("title",""))}_enter(event,context){context=this._initializeOnDelegatedTarget(event,context),event&&(context._activeTrigger["focusin"===event.type?"focus":"hover"]=!0),context.getTipElement().classList.contains("show")||"show"===context._hoverState?context._hoverState="show":(clearTimeout(context._timeout),context._hoverState="show",context._config.delay&&context._config.delay.show?context._timeout=setTimeout(()=>{"show"===context._hoverState&&context.show()},context._config.delay.show):context.show())}_leave(event,context){context=this._initializeOnDelegatedTarget(event,context),event&&(context._activeTrigger["focusout"===event.type?"focus":"hover"]=context._element.contains(event.relatedTarget)),context._isWithActiveTrigger()||(clearTimeout(context._timeout),context._hoverState="out",context._config.delay&&context._config.delay.hide?context._timeout=setTimeout(()=>{"out"===context._hoverState&&context.hide()},context._config.delay.hide):context.hide())}_isWithActiveTrigger(){for(const trigger in this._activeTrigger)if(this._activeTrigger[trigger])return!0;return!1}_getConfig(config){const dataAttributes=Manipulator.getDataAttributes(this._element);return Object.keys(dataAttributes).forEach(dataAttr=>{DISALLOWED_ATTRIBUTES.has(dataAttr)&&delete dataAttributes[dataAttr]}),(config={...this.constructor.Default,...dataAttributes,..."object"==typeof config&&config?config:{}}).container=!1===config.container?document.body:getElement(config.container),"number"==typeof config.delay&&(config.delay={show:config.delay,hide:config.delay}),"number"==typeof config.title&&(config.title=config.title.toString()),"number"==typeof config.content&&(config.content=config.content.toString()),typeCheckConfig("tooltip",config,this.constructor.DefaultType),config.sanitize&&(config.template=sanitizeHtml(config.template,config.allowList,config.sanitizeFn)),config}_getDelegateConfig(){var config={};for(const key in this._config)this.constructor.Default[key]!==this._config[key]&&(config[key]=this._config[key]);return config}_cleanTipClass(){const tip=this.getTipElement();var basicClassPrefixRegex=new RegExp(`(^|\\s)${this._getBasicClassPrefix()}\\S+`,"g"),basicClassPrefixRegex=tip.getAttribute("class").match(basicClassPrefixRegex);null!==basicClassPrefixRegex&&0<basicClassPrefixRegex.length&&basicClassPrefixRegex.map(token=>token.trim()).forEach(tClass=>tip.classList.remove(tClass))}_getBasicClassPrefix(){return"bs-tooltip"}_handlePopperPlacementChange(popperData){popperData=popperData.state;popperData&&(this.tip=popperData.elements.popper,this._cleanTipClass(),this._addAttachmentClass(this._getAttachment(popperData.placement)))}_disposePopper(){this._popper&&(this._popper.destroy(),this._popper=null)}static jQueryInterface(config){return this.each(function(){var data=Tooltip.getOrCreateInstance(this,config);if("string"==typeof config){if(void 0===data[config])throw new TypeError(`No method named "${config}"`);data[config]()}})}}Popper(Tooltip);const Default$2={...Tooltip.Default,placement:"right",offset:[0,8],trigger:"click",content:"",template:'<div class="popover" role="tooltip"><div class="popover-arrow"></div><h3 class="popover-header"></h3><div class="popover-body"></div></div>'},DefaultType$2={...Tooltip.DefaultType,content:"(string|element|function)"},Event$1={HIDE:"hide.bs.popover",HIDDEN:"hidden.bs.popover",SHOW:"show.bs.popover",SHOWN:"shown.bs.popover",INSERTED:"inserted.bs.popover",CLICK:"click.bs.popover",FOCUSIN:"focusin.bs.popover",FOCUSOUT:"focusout.bs.popover",MOUSEENTER:"mouseenter.bs.popover",MOUSELEAVE:"mouseleave.bs.popover"};class Popover extends Tooltip{static get Default(){return Default$2}static get NAME(){return"popover"}static get Event(){return Event$1}static get DefaultType(){return DefaultType$2}isWithContent(){return this.getTitle()||this._getContent()}setContent(tip){this._sanitizeAndSetContent(tip,this.getTitle(),".popover-header"),this._sanitizeAndSetContent(tip,this._getContent(),".popover-body")}_getContent(){return this._resolvePossibleFunction(this._config.content)}_getBasicClassPrefix(){return"bs-popover"}static jQueryInterface(config){return this.each(function(){var data=Popover.getOrCreateInstance(this,config);if("string"==typeof config){if(void 0===data[config])throw new TypeError(`No method named "${config}"`);data[config]()}})}}Popper(Popover);const Default$1={offset:10,method:"auto",target:""},DefaultType$1={offset:"number",method:"string",target:"(string|element)"};const SELECTOR_LINK_ITEMS=".nav-link, .list-group-item, .dropdown-item";class ScrollSpy extends BaseComponent{constructor(element,config){super(element),this._scrollElement="BODY"===this._element.tagName?window:this._element,this._config=this._getConfig(config),this._offsets=[],this._targets=[],this._activeTarget=null,this._scrollHeight=0,EventHandler.on(this._scrollElement,"scroll.bs.scrollspy",()=>this._process()),this.refresh(),this._process()}static get Default(){return Default$1}static get NAME(){return"scrollspy"}refresh(){var autoMethod=this._scrollElement===this._scrollElement.window?"offset":"position";const offsetMethod="auto"===this._config.method?autoMethod:this._config.method,offsetBase="position"===offsetMethod?this._getScrollTop():0;this._offsets=[],this._targets=[],this._scrollHeight=this._getScrollHeight(),SelectorEngine.find(SELECTOR_LINK_ITEMS,this._config.target).map(element=>{var element=getSelectorFromElement(element),target=element?SelectorEngine.findOne(element):null;if(target){var targetBCR=target.getBoundingClientRect();if(targetBCR.width||targetBCR.height)return[Manipulator[offsetMethod](target).top+offsetBase,element]}return null}).filter(item=>item).sort((a,b)=>a[0]-b[0]).forEach(item=>{this._offsets.push(item[0]),this._targets.push(item[1])})}dispose(){EventHandler.off(this._scrollElement,".bs.scrollspy"),super.dispose()}_getConfig(config){return(config={...Default$1,...Manipulator.getDataAttributes(this._element),..."object"==typeof config&&config?config:{}}).target=getElement(config.target)||document.documentElement,typeCheckConfig("scrollspy",config,DefaultType$1),config}_getScrollTop(){return this._scrollElement===window?this._scrollElement.pageYOffset:this._scrollElement.scrollTop}_getScrollHeight(){return this._scrollElement.scrollHeight||Math.max(document.body.scrollHeight,document.documentElement.scrollHeight)}_getOffsetHeight(){return this._scrollElement===window?window.innerHeight:this._scrollElement.getBoundingClientRect().height}_process(){var scrollTop=this._getScrollTop()+this._config.offset,scrollHeight=this._getScrollHeight(),maxScroll=this._config.offset+scrollHeight-this._getOffsetHeight();if(this._scrollHeight!==scrollHeight&&this.refresh(),maxScroll<=scrollTop)scrollHeight=this._targets[this._targets.length-1],this._activeTarget!==scrollHeight&&this._activate(scrollHeight);else if(this._activeTarget&&scrollTop<this._offsets[0]&&0<this._offsets[0])this._activeTarget=null,this._clear();else for(let i=this._offsets.length;i--;)this._activeTarget!==this._targets[i]&&scrollTop>=this._offsets[i]&&(void 0===this._offsets[i+1]||scrollTop<this._offsets[i+1])&&this._activate(this._targets[i])}_activate(target){this._activeTarget=target,this._clear();var queries=SELECTOR_LINK_ITEMS.split(",").map(selector=>selector+`[data-bs-target="${target}"],${selector}[href="${target}"]`),queries=SelectorEngine.findOne(queries.join(","),this._config.target);queries.classList.add("active"),queries.classList.contains("dropdown-item")?SelectorEngine.findOne(".dropdown-toggle",queries.closest(".dropdown")).classList.add("active"):SelectorEngine.parents(queries,".nav, .list-group").forEach(listGroup=>{SelectorEngine.prev(listGroup,".nav-link, .list-group-item").forEach(item=>item.classList.add("active")),SelectorEngine.prev(listGroup,".nav-item").forEach(navItem=>{SelectorEngine.children(navItem,".nav-link").forEach(item=>item.classList.add("active"))})}),EventHandler.trigger(this._scrollElement,"activate.bs.scrollspy",{relatedTarget:target})}_clear(){SelectorEngine.find(SELECTOR_LINK_ITEMS,this._config.target).filter(node=>node.classList.contains("active")).forEach(node=>node.classList.remove("active"))}static jQueryInterface(config){return this.each(function(){var data=ScrollSpy.getOrCreateInstance(this,config);if("string"==typeof config){if(void 0===data[config])throw new TypeError(`No method named "${config}"`);data[config]()}})}}EventHandler.on(window,"load.bs.scrollspy.data-api",()=>{SelectorEngine.find('[data-bs-spy="scroll"]').forEach(spy=>new ScrollSpy(spy))}),Popper(ScrollSpy);class Tab extends BaseComponent{static get NAME(){return"tab"}show(){if(!this._element.parentNode||this._element.parentNode.nodeType!==Node.ELEMENT_NODE||!this._element.classList.contains("active")){let previous;var target=getElementFromSelector(this._element),listElement=this._element.closest(".nav, .list-group"),itemSelector=(listElement&&(itemSelector="UL"===listElement.nodeName||"OL"===listElement.nodeName?":scope > li > .active":".active",previous=(previous=SelectorEngine.find(itemSelector,listElement))[previous.length-1]),previous?EventHandler.trigger(previous,"hide.bs.tab",{relatedTarget:this._element}):null);EventHandler.trigger(this._element,"show.bs.tab",{relatedTarget:previous}).defaultPrevented||null!==itemSelector&&itemSelector.defaultPrevented||(this._activate(this._element,listElement),itemSelector=()=>{EventHandler.trigger(previous,"hidden.bs.tab",{relatedTarget:this._element}),EventHandler.trigger(this._element,"shown.bs.tab",{relatedTarget:previous})},target?this._activate(target,target.parentNode,itemSelector):itemSelector())}}_activate(element,container,callback){const active=(!container||"UL"!==container.nodeName&&"OL"!==container.nodeName?SelectorEngine.children(container,".active"):SelectorEngine.find(":scope > li > .active",container))[0];var container=callback&&active&&active.classList.contains("fade"),complete=()=>this._transitionComplete(element,active,callback);active&&container?(active.classList.remove("show"),this._queueCallback(complete,element,!0)):complete()}_transitionComplete(element,active,callback){var dropdownChild;active&&(active.classList.remove("active"),(dropdownChild=SelectorEngine.findOne(":scope > .dropdown-menu .active",active.parentNode))&&dropdownChild.classList.remove("active"),"tab"===active.getAttribute("role"))&&active.setAttribute("aria-selected",!1),element.classList.add("active"),"tab"===element.getAttribute("role")&&element.setAttribute("aria-selected",!0),reflow(element),element.classList.contains("fade")&&element.classList.add("show");let parent=element.parentNode;(parent=parent&&"LI"===parent.nodeName?parent.parentNode:parent)&&parent.classList.contains("dropdown-menu")&&((dropdownChild=element.closest(".dropdown"))&&SelectorEngine.find(".dropdown-toggle",dropdownChild).forEach(dropdown=>dropdown.classList.add("active")),element.setAttribute("aria-expanded",!0)),callback&&callback()}static jQueryInterface(config){return this.each(function(){var data=Tab.getOrCreateInstance(this);if("string"==typeof config){if(void 0===data[config])throw new TypeError(`No method named "${config}"`);data[config]()}})}}EventHandler.on(document,"click.bs.tab.data-api",'[data-bs-toggle="tab"], [data-bs-toggle="pill"], [data-bs-toggle="list"]',function(event){["A","AREA"].includes(this.tagName)&&event.preventDefault(),isDisabled(this)||Tab.getOrCreateInstance(this).show()}),Popper(Tab);const DefaultType={animation:"boolean",autohide:"boolean",delay:"number"},Default={animation:!0,autohide:!0,delay:5e3};class Toast extends BaseComponent{constructor(element,config){super(element),this._config=this._getConfig(config),this._timeout=null,this._hasMouseInteraction=!1,this._hasKeyboardInteraction=!1,this._setListeners()}static get DefaultType(){return DefaultType}static get Default(){return Default}static get NAME(){return"toast"}show(){EventHandler.trigger(this._element,"show.bs.toast").defaultPrevented||(this._clearTimeout(),this._config.animation&&this._element.classList.add("fade"),this._element.classList.remove("hide"),reflow(this._element),this._element.classList.add("show"),this._element.classList.add("showing"),this._queueCallback(()=>{this._element.classList.remove("showing"),EventHandler.trigger(this._element,"shown.bs.toast"),this._maybeScheduleHide()},this._element,this._config.animation))}hide(){this._element.classList.contains("show")&&!EventHandler.trigger(this._element,"hide.bs.toast").defaultPrevented&&(this._element.classList.add("showing"),this._queueCallback(()=>{this._element.classList.add("hide"),this._element.classList.remove("showing"),this._element.classList.remove("show"),EventHandler.trigger(this._element,"hidden.bs.toast")},this._element,this._config.animation))}dispose(){this._clearTimeout(),this._element.classList.contains("show")&&this._element.classList.remove("show"),super.dispose()}_getConfig(config){return config={...Default,...Manipulator.getDataAttributes(this._element),..."object"==typeof config&&config?config:{}},typeCheckConfig("toast",config,this.constructor.DefaultType),config}_maybeScheduleHide(){!this._config.autohide||this._hasMouseInteraction||this._hasKeyboardInteraction||(this._timeout=setTimeout(()=>{this.hide()},this._config.delay))}_onInteraction(event,isInteracting){switch(event.type){case"mouseover":case"mouseout":this._hasMouseInteraction=isInteracting;break;case"focusin":case"focusout":this._hasKeyboardInteraction=isInteracting}isInteracting?this._clearTimeout():(event=event.relatedTarget,this._element===event||this._element.contains(event)||this._maybeScheduleHide())}_setListeners(){EventHandler.on(this._element,"mouseover.bs.toast",event=>this._onInteraction(event,!0)),EventHandler.on(this._element,"mouseout.bs.toast",event=>this._onInteraction(event,!1)),EventHandler.on(this._element,"focusin.bs.toast",event=>this._onInteraction(event,!0)),EventHandler.on(this._element,"focusout.bs.toast",event=>this._onInteraction(event,!1))}_clearTimeout(){clearTimeout(this._timeout),this._timeout=null}static jQueryInterface(config){return this.each(function(){var data=Toast.getOrCreateInstance(this,config);if("string"==typeof config){if(void 0===data[config])throw new TypeError(`No method named "${config}"`);data[config](this)}})}}return enableDismissTrigger(Toast),Popper(Toast),{Alert:Alert,Button:Button,Carousel:Carousel,Collapse:Collapse,Dropdown:Dropdown,Modal:Modal,Offcanvas:Offcanvas,Popover:Popover,ScrollSpy:ScrollSpy,Tab:Tab,Toast:Toast,Tooltip:Tooltip}}),!function($){$.fn.visible=function(partial,hidden,direction,container){var lViz,t,tViz,bViz,vpWidth,isContained,$t,wPosition,vpHeight;if(!(this.length<1))return $t=1<this.length?this.eq(0):this,container=$((isContained=null!=container)?container:window),wPosition=isContained?container.position():0,t=$t.get(0),vpWidth=container.outerWidth(),vpHeight=container.outerHeight(),direction=direction||"both",hidden=!0!==hidden||t.offsetWidth*t.offsetHeight,"function"==typeof t.getBoundingClientRect?(t=t.getBoundingClientRect(),tViz=isContained?0<=t.top-wPosition.top&&t.top<vpHeight+wPosition.top:0<=t.top&&t.top<vpHeight,bViz=isContained?0<t.bottom-wPosition.top&&t.bottom<=vpHeight+wPosition.top:0<t.bottom&&t.bottom<=vpHeight,lViz=isContained?0<=t.left-wPosition.left&&t.left<vpWidth+wPosition.left:0<=t.left&&t.left<vpWidth,t=isContained?0<t.right-wPosition.left&&t.right<vpWidth+wPosition.left:0<t.right&&t.right<=vpWidth,tViz=partial?tViz||bViz:tViz&&bViz,bViz=partial?lViz||t:lViz&&t,"both"===direction?hidden&&tViz&&bViz:"vertical"===direction?hidden&&tViz:"horizontal"===direction?hidden&&bViz:void 0):(t=(lViz=isContained?0:wPosition)+vpHeight,bViz=(tViz=container.scrollLeft())+vpWidth,vpHeight=(wPosition=(isContained=$t.position()).top)+$t.height(),vpWidth=(container=isContained.left)+$t.width(),isContained=!0===partial?vpHeight:wPosition,$t=!0===partial?wPosition:vpHeight,wPosition=!0===partial?vpWidth:container,vpHeight=!0===partial?container:vpWidth,"both"===direction?!!hidden&&$t<=t&&lViz<=isContained&&vpHeight<=bViz&&tViz<=wPosition:"vertical"===direction?!!hidden&&$t<=t&&lViz<=isContained:"horizontal"===direction?!!hidden&&vpHeight<=bViz&&tViz<=wPosition:void 0)}}(jQuery),!function(root,factory){"object"==typeof exports&&"object"==typeof module?module.exports=factory():"function"==typeof define&&define.amd?define([],factory):"object"==typeof exports?exports.feather=factory():root.feather=factory()}("undefined"!=typeof self?self:this,function(){return modules={"./dist/icons.json":function(module){module.exports={activity:'<polyline points="22 12 18 12 15 21 9 3 6 12 2 12"></polyline>',airplay:'<path d="M5 17H4a2 2 0 0 1-2-2V5a2 2 0 0 1 2-2h16a2 2 0 0 1 2 2v10a2 2 0 0 1-2 2h-1"></path><polygon points="12 15 17 21 7 21 12 15"></polygon>',"alert-circle":'<circle cx="12" cy="12" r="10"></circle><line x1="12" y1="8" x2="12" y2="12"></line><line x1="12" y1="16" x2="12.01" y2="16"></line>',"alert-octagon":'<polygon points="7.86 2 16.14 2 22 7.86 22 16.14 16.14 22 7.86 22 2 16.14 2 7.86 7.86 2"></polygon><line x1="12" y1="8" x2="12" y2="12"></line><line x1="12" y1="16" x2="12.01" y2="16"></line>',"alert-triangle":'<path d="M10.29 3.86L1.82 18a2 2 0 0 0 1.71 3h16.94a2 2 0 0 0 1.71-3L13.71 3.86a2 2 0 0 0-3.42 0z"></path><line x1="12" y1="9" x2="12" y2="13"></line><line x1="12" y1="17" x2="12.01" y2="17"></line>',"align-center":'<line x1="18" y1="10" x2="6" y2="10"></line><line x1="21" y1="6" x2="3" y2="6"></line><line x1="21" y1="14" x2="3" y2="14"></line><line x1="18" y1="18" x2="6" y2="18"></line>',"align-justify":'<line x1="21" y1="10" x2="3" 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points="12 16 16 12 12 8"></polyline><line x1="8" y1="12" x2="16" y2="12"></line>',"arrow-right":'<line x1="5" y1="12" x2="19" y2="12"></line><polyline points="12 5 19 12 12 19"></polyline>',"arrow-up-circle":'<circle cx="12" cy="12" r="10"></circle><polyline points="16 12 12 8 8 12"></polyline><line x1="12" y1="16" x2="12" y2="8"></line>',"arrow-up-left":'<line x1="17" y1="17" x2="7" y2="7"></line><polyline points="7 17 7 7 17 7"></polyline>',"arrow-up-right":'<line x1="7" y1="17" x2="17" y2="7"></line><polyline points="7 7 17 7 17 17"></polyline>',"arrow-up":'<line x1="12" y1="19" x2="12" y2="5"></line><polyline points="5 12 12 5 19 12"></polyline>',"at-sign":'<circle cx="12" cy="12" r="4"></circle><path d="M16 8v5a3 3 0 0 0 6 0v-1a10 10 0 1 0-3.92 7.94"></path>',award:'<circle cx="12" cy="8" r="7"></circle><polyline points="8.21 13.89 7 23 12 20 17 23 15.79 13.88"></polyline>',"bar-chart-2":'<line x1="18" y1="20" x2="18" y2="10"></line><line x1="12" y1="20" x2="12" 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i=0,len=tokens.length,selector="";i<len;i++)selector+=tokens[i].value;return selector}function addCombinator(matcher,combinator,base){var dir=combinator.dir,skip=combinator.next,key=skip||dir,checkNonElements=base&&"parentNode"===key,doneName=done++;return combinator.first?function(elem,context,xml){for(;elem=elem[dir];)if(1===elem.nodeType||checkNonElements)return matcher(elem,context,xml);return!1}:function(elem,context,xml){var oldCache,outerCache,newCache=[dirruns,doneName];if(xml){for(;elem=elem[dir];)if((1===elem.nodeType||checkNonElements)&&matcher(elem,context,xml))return!0}else for(;elem=elem[dir];)if(1===elem.nodeType||checkNonElements)if(outerCache=(outerCache=elem[expando]||(elem[expando]={}))[elem.uniqueID]||(outerCache[elem.uniqueID]={}),skip&&skip===elem.nodeName.toLowerCase())elem=elem[dir]||elem;else{if((oldCache=outerCache[key])&&oldCache[0]===dirruns&&oldCache[1]===doneName)return newCache[2]=oldCache[2];if((outerCache[key]=newCache)[2]=matcher(elem,context,xml))return!0}return!1}}function elementMatcher(matchers){return 1<matchers.length?function(elem,context,xml){for(var i=matchers.length;i--;)if(!matchers[i](elem,context,xml))return!1;return!0}:matchers[0]}function condense(unmatched,map,filter,context,xml){for(var elem,newUnmatched=[],i=0,len=unmatched.length,mapped=null!=map;i<len;i++)!(elem=unmatched[i])||filter&&!filter(elem,context,xml)||(newUnmatched.push(elem),mapped&&map.push(i));return newUnmatched}function setMatcher(preFilter,selector,matcher,postFilter,postFinder,postSelector){return postFilter&&!postFilter[expando]&&(postFilter=setMatcher(postFilter)),postFinder&&!postFinder[expando]&&(postFinder=setMatcher(postFinder,postSelector)),markFunction(function(seed,results,context,xml){var temp,i,elem,preMap=[],postMap=[],preexisting=results.length,elems=seed||function(selector,contexts,results){for(var i=0,len=contexts.length;i<len;i++)Sizzle(selector,contexts[i],results);return results}(selector||"*",context.nodeType?[context]:context,[]),matcherIn=!preFilter||!seed&&selector?elems:condense(elems,preMap,preFilter,context,xml),matcherOut=matcher?postFinder||(seed?preFilter:preexisting||postFilter)?[]:results:matcherIn;if(matcher&&matcher(matcherIn,matcherOut,context,xml),postFilter)for(temp=condense(matcherOut,postMap),postFilter(temp,[],context,xml),i=temp.length;i--;)(elem=temp[i])&&(matcherOut[postMap[i]]=!(matcherIn[postMap[i]]=elem));if(seed){if(postFinder||preFilter){if(postFinder){for(temp=[],i=matcherOut.length;i--;)(elem=matcherOut[i])&&temp.push(matcherIn[i]=elem);postFinder(null,matcherOut=[],temp,xml)}for(i=matcherOut.length;i--;)(elem=matcherOut[i])&&-1<(temp=postFinder?indexOf(seed,elem):preMap[i])&&(seed[temp]=!(results[temp]=elem))}}else matcherOut=condense(matcherOut===results?matcherOut.splice(preexisting,matcherOut.length):matcherOut),postFinder?postFinder(null,results,matcherOut,xml):push.apply(results,matcherOut)})}function matcherFromGroupMatchers(elementMatchers,setMatchers){function superMatcher(seed,context,xml,results,outermost){var elem,j,matcher,matchedCount=0,i="0",unmatched=seed&&[],setMatched=[],contextBackup=outermostContext,elems=seed||byElement&&Expr.find.TAG("*",outermost),dirrunsUnique=dirruns+=null==contextBackup?1:Math.random()||.1,len=elems.length;for(outermost&&(outermostContext=context==document||context||outermost);i!==len&&null!=(elem=elems[i]);i++){if(byElement&&elem){for(j=0,context||elem.ownerDocument==document||(setDocument(elem),xml=!documentIsHTML);matcher=elementMatchers[j++];)if(matcher(elem,context||document,xml)){results.push(elem);break}outermost&&(dirruns=dirrunsUnique)}bySet&&((elem=!matcher&&elem)&&matchedCount--,seed)&&unmatched.push(elem)}if(matchedCount+=i,bySet&&i!==matchedCount){for(j=0;matcher=setMatchers[j++];)matcher(unmatched,setMatched,context,xml);if(seed){if(0<matchedCount)for(;i--;)unmatched[i]||setMatched[i]||(setMatched[i]=pop.call(results));setMatched=condense(setMatched)}push.apply(results,setMatched),outermost&&!seed&&0<setMatched.length&&1<matchedCount+setMatchers.length&&Sizzle.uniqueSort(results)}return outermost&&(dirruns=dirrunsUnique,outermostContext=contextBackup),unmatched}var bySet=0<setMatchers.length,byElement=0<elementMatchers.length;return bySet?markFunction(superMatcher):superMatcher}return setFilters.prototype=Expr.filters=Expr.pseudos,Expr.setFilters=new setFilters,tokenize=Sizzle.tokenize=function(selector,parseOnly){var matched,match,tokens,type,soFar,groups,preFilters,cached=tokenCache[selector+" "];if(cached)return parseOnly?0:cached.slice(0);for(soFar=selector,groups=[],preFilters=Expr.preFilter;soFar;){for(type in matched&&!(match=rcomma.exec(soFar))||(match&&(soFar=soFar.slice(match[0].length)||soFar),groups.push(tokens=[])),matched=!1,(match=rcombinators.exec(soFar))&&(matched=match.shift(),tokens.push({value:matched,type:match[0].replace(rtrim," ")}),soFar=soFar.slice(matched.length)),Expr.filter)!(match=matchExpr[type].exec(soFar))||preFilters[type]&&!(match=preFilters[type](match))||(matched=match.shift(),tokens.push({value:matched,type:type,matches:match}),soFar=soFar.slice(matched.length));if(!matched)break}return parseOnly?soFar.length:soFar?Sizzle.error(selector):tokenCache(selector,groups).slice(0)},compile=Sizzle.compile=function(selector,match){var i,setMatchers=[],elementMatchers=[],cached=compilerCache[selector+" "];if(!cached){for(i=(match=match||tokenize(selector)).length;i--;)((cached=function matcherFromTokens(tokens){for(var checkContext,matcher,j,len=tokens.length,leadingRelative=Expr.relative[tokens[0].type],implicitRelative=leadingRelative||Expr.relative[" "],i=leadingRelative?1:0,matchContext=addCombinator(function(elem){return elem===checkContext},implicitRelative,!0),matchAnyContext=addCombinator(function(elem){return-1<indexOf(checkContext,elem)},implicitRelative,!0),matchers=[function(elem,context,xml){return elem=!leadingRelative&&(xml||context!==outermostContext)||((checkContext=context).nodeType?matchContext:matchAnyContext)(elem,context,xml),checkContext=null,elem}];i<len;i++)if(matcher=Expr.relative[tokens[i].type])matchers=[addCombinator(elementMatcher(matchers),matcher)];else{if((matcher=Expr.filter[tokens[i].type].apply(null,tokens[i].matches))[expando]){for(j=++i;j<len&&!Expr.relative[tokens[j].type];j++);return setMatcher(1<i&&elementMatcher(matchers),1<i&&toSelector(tokens.slice(0,i-1).concat({value:" "===tokens[i-2].type?"*":""})).replace(rtrim,"$1"),matcher,i<j&&matcherFromTokens(tokens.slice(i,j)),j<len&&matcherFromTokens(tokens=tokens.slice(j)),j<len&&toSelector(tokens))}matchers.push(matcher)}return elementMatcher(matchers)}(match[i]))[expando]?setMatchers:elementMatchers).push(cached);(cached=compilerCache(selector,matcherFromGroupMatchers(elementMatchers,setMatchers))).selector=selector}return cached},select=Sizzle.select=function(selector,context,results,seed){var i,tokens,token,type,find,compiled="function"==typeof selector&&selector,match=!seed&&tokenize(selector=compiled.selector||selector);if(results=results||[],1===match.length){if(2<(tokens=match[0]=match[0].slice(0)).length&&"ID"===(token=tokens[0]).type&&9===context.nodeType&&documentIsHTML&&Expr.relative[tokens[1].type]){if(!(context=(Expr.find.ID(token.matches[0].replace(runescape,funescape),context)||[])[0]))return 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queue=jQuery.queue(elem,type),startLength=queue.length,fn=queue.shift(),hooks=jQuery._queueHooks(elem,type);"inprogress"===fn&&(fn=queue.shift(),startLength--),fn&&("fx"===type&&queue.unshift("inprogress"),delete hooks.stop,fn.call(elem,function(){jQuery.dequeue(elem,type)},hooks)),!startLength&&hooks&&hooks.empty.fire()},_queueHooks:function(elem,type){var key=type+"queueHooks";return dataPriv.get(elem,key)||dataPriv.access(elem,key,{empty:jQuery.Callbacks("once memory").add(function(){dataPriv.remove(elem,[type+"queue",key])})})}}),jQuery.fn.extend({queue:function(type,data){var setter=2;return"string"!=typeof type&&(data=type,type="fx",setter--),arguments.length<setter?jQuery.queue(this[0],type):void 0===data?this:this.each(function(){var queue=jQuery.queue(this,type,data);jQuery._queueHooks(this,type),"fx"===type&&"inprogress"!==queue[0]&&jQuery.dequeue(this,type)})},dequeue:function(type){return this.each(function(){jQuery.dequeue(this,type)})},clearQueue:function(type){return this.queue(type||"fx",[])},promise:function(type,obj){function resolve(){--count||defer.resolveWith(elements,[elements])}var tmp,count=1,defer=jQuery.Deferred(),elements=this,i=this.length;for("string"!=typeof type&&(obj=type,type=void 0),type=type||"fx";i--;)(tmp=dataPriv.get(elements[i],type+"queueHooks"))&&tmp.empty&&(count++,tmp.empty.add(resolve));return resolve(),defer.promise(obj)}});function isHiddenWithinTree(elem,el){return"none"===(elem=el||elem).style.display||""===elem.style.display&&isAttached(elem)&&"none"===jQuery.css(elem,"display")}var Sizzle=/[+-]?(?:\d*\.|)\d+(?:[eE][+-]?\d+|)/.source,rcssNum=new RegExp("^(?:([+-])=|)("+Sizzle+")([a-z%]*)$","i"),cssExpand=["Top","Right","Bottom","Left"],documentElement=document.documentElement,isAttached=function(elem){return jQuery.contains(elem.ownerDocument,elem)},composed={composed:!0};documentElement.getRootNode&&(isAttached=function(elem){return jQuery.contains(elem.ownerDocument,elem)||elem.getRootNode(composed)===elem.ownerDocument});function adjustCSS(elem,prop,valueParts,tween){var adjusted,scale,maxIterations=20,currentValue=tween?function(){return tween.cur()}:function(){return jQuery.css(elem,prop,"")},initial=currentValue(),unit=valueParts&&valueParts[3]||(jQuery.cssNumber[prop]?"":"px"),initialInUnit=elem.nodeType&&(jQuery.cssNumber[prop]||"px"!==unit&&+initial)&&rcssNum.exec(jQuery.css(elem,prop));if(initialInUnit&&initialInUnit[3]!==unit){for(unit=unit||initialInUnit[3],initialInUnit=+(initial/=2)||1;maxIterations--;)jQuery.style(elem,prop,initialInUnit+unit),(1-scale)*(1-(scale=currentValue()/initial||.5))<=0&&(maxIterations=0),initialInUnit/=scale;jQuery.style(elem,prop,(initialInUnit*=2)+unit),valueParts=valueParts||[]}return valueParts&&(initialInUnit=+initialInUnit||+initial||0,adjusted=valueParts[1]?initialInUnit+(valueParts[1]+1)*valueParts[2]:+valueParts[2],tween)&&(tween.unit=unit,tween.start=initialInUnit,tween.end=adjusted),adjusted}var defaultDisplayMap={};function showHide(elements,show){for(var display,elem,values=[],index=0,length=elements.length;index<length;index++)(elem=elements[index]).style&&(display=elem.style.display,show?("none"===display&&(values[index]=dataPriv.get(elem,"display")||null,values[index]||(elem.style.display="")),""===elem.style.display&&isHiddenWithinTree(elem)&&(values[index]=function(elem){var doc=elem.ownerDocument,elem=elem.nodeName,display=defaultDisplayMap[elem];return display||(doc=doc.body.appendChild(doc.createElement(elem)),display=jQuery.css(doc,"display"),doc.parentNode.removeChild(doc),defaultDisplayMap[elem]=display="none"===display?"block":display),display}(elem))):"none"!==display&&(values[index]="none",dataPriv.set(elem,"display",display)));for(index=0;index<length;index++)null!=values[index]&&(elements[index].style.display=values[index]);return elements}jQuery.fn.extend({show:function(){return showHide(this,!0)},hide:function(){return showHide(this)},toggle:function(state){return"boolean"==typeof state?state?this.show():this.hide():this.each(function(){isHiddenWithinTree(this)?jQuery(this).show():jQuery(this).hide()})}});var div,rcheckableType=/^(?:checkbox|radio)$/i,rtagName=/<([a-z][^\/\0>\x20\t\r\n\f]*)/i,rscriptType=/^$|^module$|\/(?:java|ecma)script/i,wrapMap=(div=document.createDocumentFragment().appendChild(document.createElement("div")),(input=document.createElement("input")).setAttribute("type","radio"),input.setAttribute("checked","checked"),input.setAttribute("name","t"),div.appendChild(input),support.checkClone=div.cloneNode(!0).cloneNode(!0).lastChild.checked,div.innerHTML="<textarea>x</textarea>",support.noCloneChecked=!!div.cloneNode(!0).lastChild.defaultValue,div.innerHTML="<option></option>",support.option=!!div.lastChild,{thead:[1,"<table>","</table>"],col:[2,"<table><colgroup>","</colgroup></table>"],tr:[2,"<table><tbody>","</tbody></table>"],td:[3,"<table><tbody><tr>","</tr></tbody></table>"],_default:[0,"",""]});function getAll(context,tag){var ret=void 0!==context.getElementsByTagName?context.getElementsByTagName(tag||"*"):void 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origFn,type;if("object"==typeof types){for(type in"string"!=typeof selector&&(data=data||selector,selector=void 0),types)on(elem,type,selector,data,types[type],one);return elem}if(null==data&&null==fn?(fn=selector,data=selector=void 0):null==fn&&("string"==typeof selector?(fn=data,data=void 0):(fn=data,data=selector,selector=void 0)),!1===fn)fn=returnFalse;else if(!fn)return elem;return 1===one&&(origFn=fn,(fn=function(event){return jQuery().off(event),origFn.apply(this,arguments)}).guid=origFn.guid||(origFn.guid=jQuery.guid++)),elem.each(function(){jQuery.event.add(this,types,fn,data,selector)})}function leverageNative(el,type,expectSync){expectSync?(dataPriv.set(el,type,!1),jQuery.event.add(el,type,{namespace:!1,handler:function(event){var notAsync,result,saved=dataPriv.get(this,type);if(1&event.isTrigger&&this[type]){if(saved.length)(jQuery.event.special[type]||{}).delegateType&&event.stopPropagation();else 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handleObjIn,eventHandle,events,t,special,handlers,type,tmp,origType,elemData=dataPriv.get(elem);if(acceptData(elem))for(handler.handler&&(handler=(handleObjIn=handler).handler,selector=handleObjIn.selector),selector&&jQuery.find.matchesSelector(documentElement,selector),handler.guid||(handler.guid=jQuery.guid++),events=(events=elemData.events)||(elemData.events=Object.create(null)),eventHandle=(eventHandle=elemData.handle)||(elemData.handle=function(e){return void 0!==jQuery&&jQuery.event.triggered!==e.type?jQuery.event.dispatch.apply(elem,arguments):void 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j,origCount,tmp,events,t,handleObj,special,handlers,type,namespaces,origType,elemData=dataPriv.hasData(elem)&&dataPriv.get(elem);if(elemData&&(events=elemData.events)){for(t=(types=(types||"").match(rnothtmlwhite)||[""]).length;t--;)if(type=origType=(tmp=rtypenamespace.exec(types[t])||[])[1],namespaces=(tmp[2]||"").split(".").sort(),type){for(special=jQuery.event.special[type]||{},handlers=events[type=(selector?special.delegateType:special.bindType)||type]||[],tmp=tmp[2]&&new 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Array(arguments.length),event=jQuery.event.fix(nativeEvent),nativeEvent=(dataPriv.get(this,"events")||Object.create(null))[event.type]||[],special=jQuery.event.special[event.type]||{};for(args[0]=event,i=1;i<arguments.length;i++)args[i]=arguments[i];if(event.delegateTarget=this,!special.preDispatch||!1!==special.preDispatch.call(this,event)){for(handlerQueue=jQuery.event.handlers.call(this,event,nativeEvent),i=0;(matched=handlerQueue[i++])&&!event.isPropagationStopped();)for(event.currentTarget=matched.elem,j=0;(handleObj=matched.handlers[j++])&&!event.isImmediatePropagationStopped();)event.rnamespace&&!1!==handleObj.namespace&&!event.rnamespace.test(handleObj.namespace)||(event.handleObj=handleObj,event.data=handleObj.data,void 0!==(handleObj=((jQuery.event.special[handleObj.origType]||{}).handle||handleObj.handler).apply(matched.elem,args))&&!1===(event.result=handleObj)&&(event.preventDefault(),event.stopPropagation()));return special.postDispatch&&special.postDispatch.call(this,event),event.result}},handlers:function(event,handlers){var i,handleObj,sel,matchedHandlers,matchedSelectors,handlerQueue=[],delegateCount=handlers.delegateCount,cur=event.target;if(delegateCount&&cur.nodeType&&!("click"===event.type&&1<=event.button))for(;cur!==this;cur=cur.parentNode||this)if(1===cur.nodeType&&("click"!==event.type||!0!==cur.disabled)){for(matchedHandlers=[],matchedSelectors={},i=0;i<delegateCount;i++)void 0===matchedSelectors[sel=(handleObj=handlers[i]).selector+" "]&&(matchedSelectors[sel]=handleObj.needsContext?-1<jQuery(sel,this).index(cur):jQuery.find(sel,this,null,[cur]).length),matchedSelectors[sel]&&matchedHandlers.push(handleObj);matchedHandlers.length&&handlerQueue.push({elem:cur,handlers:matchedHandlers})}return 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rcheckableType.test(event.type)&&event.click&&nodeName(event,"input")&&dataPriv.get(event,"click")||nodeName(event,"a")}},beforeunload:{postDispatch:function(event){void 0!==event.result&&event.originalEvent&&(event.originalEvent.returnValue=event.result)}}}},jQuery.removeEvent=function(elem,type,handle){elem.removeEventListener&&elem.removeEventListener(type,handle)},jQuery.Event=function(src,props){if(!(this instanceof jQuery.Event))return new jQuery.Event(src,props);src&&src.type?(this.originalEvent=src,this.type=src.type,this.isDefaultPrevented=src.defaultPrevented||void 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e=this.originalEvent;this.isImmediatePropagationStopped=returnTrue,e&&!this.isSimulated&&e.stopImmediatePropagation(),this.stopPropagation()}},jQuery.each({altKey:!0,bubbles:!0,cancelable:!0,changedTouches:!0,ctrlKey:!0,detail:!0,eventPhase:!0,metaKey:!0,pageX:!0,pageY:!0,shiftKey:!0,view:!0,char:!0,code:!0,charCode:!0,key:!0,keyCode:!0,button:!0,buttons:!0,clientX:!0,clientY:!0,offsetX:!0,offsetY:!0,pointerId:!0,pointerType:!0,screenX:!0,screenY:!0,targetTouches:!0,toElement:!0,touches:!0,which:!0},jQuery.event.addProp),jQuery.each({focus:"focusin",blur:"focusout"},function(type,delegateType){jQuery.event.special[type]={setup:function(){return leverageNative(this,type,expectSync),!1},trigger:function(){return 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isBorderBox&&scrollboxSizeBuggy&&(extra-=Math.ceil(elem["offset"+dimension[0].toUpperCase()+dimension.slice(1)]-parseFloat(styles[dimension])-boxModelAdjustment(elem,dimension,"border",!1,styles)-.5)),extra&&(isBorderBox=rcssNum.exec(value))&&"px"!==(isBorderBox[3]||"px")&&(elem.style[dimension]=value,value=jQuery.css(elem,dimension)),setPositiveNumber(0,value,extra)}}}),jQuery.cssHooks.marginLeft=addGetHookIf(support.reliableMarginLeft,function(elem,computed){if(computed)return(parseFloat(curCSS(elem,"marginLeft"))||elem.getBoundingClientRect().left-swap(elem,{marginLeft:0},function(){return elem.getBoundingClientRect().left}))+"px"}),jQuery.each({margin:"",padding:"",border:"Width"},function(prefix,suffix){jQuery.cssHooks[prefix+suffix]={expand:function(value){for(var i=0,expanded={},parts="string"==typeof value?value.split(" "):[value];i<4;i++)expanded[prefix+cssExpand[i]+suffix]=parts[i]||parts[i-2]||parts[0];return 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schedule(){inProgress&&(!1===document.hidden&&window.requestAnimationFrame?window.requestAnimationFrame(schedule):window.setTimeout(schedule,jQuery.fx.interval),jQuery.fx.tick())}function createFxNow(){return window.setTimeout(function(){fxNow=void 0}),fxNow=Date.now()}function genFx(type,includeWidth){var which,i=0,attrs={height:type};for(includeWidth=includeWidth?1:0;i<4;i+=2-includeWidth)attrs["margin"+(which=cssExpand[i])]=attrs["padding"+which]=type;return includeWidth&&(attrs.opacity=attrs.width=type),attrs}function createTween(value,prop,animation){for(var tween,collection=(Animation.tweeners[prop]||[]).concat(Animation.tweeners["*"]),index=0,length=collection.length;index<length;index++)if(tween=collection[index].call(animation,prop,value))return tween}function Animation(elem,properties,options){var result,stopped,index=0,length=Animation.prefilters.length,deferred=jQuery.Deferred().always(function(){delete tick.elem}),tick=function(){if(!stopped){for(var currentTime=fxNow||createFxNow(),currentTime=Math.max(0,animation.startTime+animation.duration-currentTime),percent=1-(currentTime/animation.duration||0),index=0,length=animation.tweens.length;index<length;index++)animation.tweens[index].run(percent);if(deferred.notifyWith(elem,[animation,percent,currentTime]),percent<1&&length)return currentTime;length||deferred.notifyWith(elem,[animation,1,0]),deferred.resolveWith(elem,[animation])}return!1},animation=deferred.promise({elem:elem,props:jQuery.extend({},properties),opts:jQuery.extend(!0,{specialEasing:{},easing:jQuery.easing._default},options),originalProperties:properties,originalOptions:options,startTime:fxNow||createFxNow(),duration:options.duration,tweens:[],createTween:function(prop,end){end=jQuery.Tween(elem,animation.opts,prop,end,animation.opts.specialEasing[prop]||animation.opts.easing);return animation.tweens.push(end),end},stop:function(gotoEnd){var index=0,length=gotoEnd?animation.tweens.length:0;if(!stopped){for(stopped=!0;index<length;index++)animation.tweens[index].run(1);gotoEnd?(deferred.notifyWith(elem,[animation,1,0]),deferred.resolveWith(elem,[animation,gotoEnd])):deferred.rejectWith(elem,[animation,gotoEnd])}return this}}),props=animation.props;for(!function(props,specialEasing){var index,name,easing,value,hooks;for(index in props)if(easing=specialEasing[name=camelCase(index)],value=props[index],Array.isArray(value)&&(easing=value[1],value=props[index]=value[0]),index!==name&&(props[name]=value,delete props[index]),(hooks=jQuery.cssHooks[name])&&"expand"in hooks)for(index in value=hooks.expand(value),delete props[name],value)index in props||(props[index]=value[index],specialEasing[index]=easing);else specialEasing[name]=easing}(props,animation.opts.specialEasing);index<length;index++)if(result=Animation.prefilters[index].call(animation,elem,props,animation.opts))return isFunction(result.stop)&&(jQuery._queueHooks(animation.elem,animation.opts.queue).stop=result.stop.bind(result)),result;return jQuery.map(props,createTween,animation),isFunction(animation.opts.start)&&animation.opts.start.call(elem,animation),animation.progress(animation.opts.progress).done(animation.opts.done,animation.opts.complete).fail(animation.opts.fail).always(animation.opts.always),jQuery.fx.timer(jQuery.extend(tick,{elem:elem,anim:animation,queue:animation.opts.queue})),animation}jQuery.Animation=jQuery.extend(Animation,{tweeners:{"*":[function(prop,value){var tween=this.createTween(prop,value);return adjustCSS(tween.elem,prop,rcssNum.exec(value),tween),tween}]},tweener:function(props,callback){for(var prop,index=0,length=(props=isFunction(props)?(callback=props,["*"]):props.match(rnothtmlwhite)).length;index<length;index++)prop=props[index],Animation.tweeners[prop]=Animation.tweeners[prop]||[],Animation.tweeners[prop].unshift(callback)},prefilters:[function(elem,props,opts){var prop,value,toggle,hooks,oldfire,propTween,restoreDisplay,isBox="width"in props||"height"in props,anim=this,orig={},style=elem.style,hidden=elem.nodeType&&isHiddenWithinTree(elem),dataShow=dataPriv.get(elem,"fxshow");for(prop in opts.queue||(null==(hooks=jQuery._queueHooks(elem,"fx")).unqueued&&(hooks.unqueued=0,oldfire=hooks.empty.fire,hooks.empty.fire=function(){hooks.unqueued||oldfire()}),hooks.unqueued++,anim.always(function(){anim.always(function(){hooks.unqueued--,jQuery.queue(elem,"fx").length||hooks.empty.fire()})})),props)if(value=props[prop],rfxtypes.test(value)){if(delete props[prop],toggle=toggle||"toggle"===value,value===(hidden?"hide":"show")){if("show"!==value||!dataShow||void 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e=t.name,i=t.options,t=t.effect;"function"==typeof t&&(t=t({state:a,name:e,instance:h,options:void 0===i?{}:i}),l.push(t||function(){}))}),h.update()},forceUpdate:function(){if(!c){var t=a.elements,e=t.reference,t=t.popper;if(pi(e,t)){a.rects={reference:function(t,e,i){void 0===i&&(i=!1);var o=me(e),r=me(e)&&function(t){var e=t.getBoundingClientRect(),i=we(e.width)/t.offsetWidth||1,e=we(e.height)/t.offsetHeight||1;return 1!==i||1!==e}(e),a=Le(e),t=Te(t,r,i),r={scrollLeft:0,scrollTop:0},h={x:0,y:0};return!o&&(o||i)||("body"===ue(e)&&!Ue(a)||(r=(o=e)!==fe(o)&&me(o)?{scrollLeft:o.scrollLeft,scrollTop:o.scrollTop}:Xe(o)),me(e)?((h=Te(e,!0)).x+=e.clientLeft,h.y+=e.clientTop):a&&(h.x=Ye(a))),{x:t.left+r.scrollLeft-h.x,y:t.top+r.scrollTop-h.y,width:t.width,height:t.height}}(e,$e(t),"fixed"===a.options.strategy),popper:Ce(t)},a.reset=!1,a.placement=a.options.placement,a.orderedModifiers.forEach(function(t){return a.modifiersData[t.name]=Object.assign({},t.data)});for(var o,r,s,n=0;n<a.orderedModifiers.length;n++)!0!==a.reset?(o=(s=a.orderedModifiers[n]).fn,r=s.options,s=s.name,"function"==typeof o&&(a=o({state:a,options:void 0===r?{}:r,name:s,instance:h})||a)):(a.reset=!1,n=-1)}}},update:(s=function(){return new Promise(function(t){h.forceUpdate(),t(a)})},function(){return r=r||new Promise(function(t){Promise.resolve().then(function(){r=void 0,t(s())})})}),destroy:function(){d(),c=!0}};return pi(t,e)&&h.setOptions(i).then(function(t){!c&&i.onFirstUpdate&&i.onFirstUpdate(t)}),h;function d(){l.forEach(function(t){return t()}),l=[]}}}var gi=mi(),_i=mi({defaultModifiers:[Re,ci,Be,_e]}),bi=mi({defaultModifiers:[Re,ci,Be,_e,li,si,hi,je,ai]});const vi=Object.freeze(Object.defineProperty({__proto__:null,afterMain:ae,afterRead:se,afterWrite:he,applyStyles:_e,arrow:je,auto:Kt,basePlacements:Qt,beforeMain:oe,beforeRead:ie,beforeWrite:le,bottom:Rt,clippingParents:Ut,computeStyles:Be,createPopper:bi,createPopperBase:gi,createPopperLite:_i,detectOverflow:ii,end:Yt,eventListeners:Re,flip:si,hide:ai,left:Vt,main:"main",modifierPhases:de,offset:li,placements:ee,popper:Jt,popperGenerator:mi,popperOffsets:ci,preventOverflow:hi,read:"read",reference:Zt,right:qt,start:Xt,top:zt,variationPlacements:te,viewport:Gt,write:"write"},Symbol.toStringTag,{value:"Module"})),yi="dropdown",wi=".bs.dropdown",Ai=".data-api",Ti="ArrowDown",Li="click"+wi+Ai,Si="keydown"+wi+Ai,$i="show",Ii='[data-bs-toggle="dropdown"]:not(.disabled):not(:disabled)',Pi=(Ii,".dropdown-menu"),Mi=p()?"top-end":"top-start",ji=p()?"top-start":"top-end",Fi=p()?"bottom-end":"bottom-start",Hi=p()?"bottom-start":"bottom-end",Wi=p()?"left-start":"right-start",Bi=p()?"right-start":"left-start",zi={autoClose:!0,boundary:"clippingParents",display:"dynamic",offset:[0,2],popperConfig:null,reference:"toggle"},Ri={autoClose:"(boolean|string)",boundary:"(string|element)",display:"string",offset:"(array|string|function)",popperConfig:"(null|object|function)",reference:"(string|element|object)"};class qi extends W{constructor(t,e){super(t,e),this._popper=null,this._parent=this._element.parentNode,this._menu=z.next(this._element,Pi)[0]||z.prev(this._element,Pi)[0]||z.findOne(Pi,this._parent),this._inNavbar=this._detectNavbar()}static get Default(){return zi}static get DefaultType(){return Ri}static get NAME(){return yi}toggle(){return this._isShown()?this.hide():this.show()}show(){if(!l(this._element)&&!this._isShown()){const t={relatedTarget:this._element};if(!N.trigger(this._element,"show.bs.dropdown",t).defaultPrevented){if(this._createPopper(),"ontouchstart"in document.documentElement&&!this._parent.closest(".navbar-nav"))for(const t of[].concat(...document.body.children))N.on(t,"mouseover",h);this._element.focus(),this._element.setAttribute("aria-expanded",!0),this._menu.classList.add($i),this._element.classList.add($i),N.trigger(this._element,"shown.bs.dropdown",t)}}}hide(){var t;!l(this._element)&&this._isShown()&&(t={relatedTarget:this._element},this._completeHide(t))}dispose(){this._popper&&this._popper.destroy(),super.dispose()}update(){this._inNavbar=this._detectNavbar(),this._popper&&this._popper.update()}_completeHide(t){if(!N.trigger(this._element,"hide.bs.dropdown",t).defaultPrevented){if("ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))N.off(t,"mouseover",h);this._popper&&this._popper.destroy(),this._menu.classList.remove($i),this._element.classList.remove($i),this._element.setAttribute("aria-expanded","false"),F.removeDataAttribute(this._menu,"popper"),N.trigger(this._element,"hidden.bs.dropdown",t)}}_getConfig(t){if("object"!=typeof(t=super._getConfig(t)).reference||o(t.reference)||"function"==typeof t.reference.getBoundingClientRect)return t;throw new TypeError(yi.toUpperCase()+': Option "reference" provided type "object" without a required "getBoundingClientRect" method.')}_createPopper(){if(void 0===vi)throw new TypeError("Bootstrap's dropdowns require Popper (https://popper.js.org)");let t=this._element;"parent"===this._config.reference?t=this._parent:o(this._config.reference)?t=r(this._config.reference):"object"==typeof this._config.reference&&(t=this._config.reference);var e=this._getPopperConfig();this._popper=bi(t,this._menu,e)}_isShown(){return this._menu.classList.contains($i)}_getPlacement(){var e,t=this._parent;return t.classList.contains("dropend")?Wi:t.classList.contains("dropstart")?Bi:t.classList.contains("dropup-center")?"top":t.classList.contains("dropdown-center")?"bottom":(e="end"===getComputedStyle(this._menu).getPropertyValue("--bs-position").trim(),t.classList.contains("dropup")?e?ji:Mi:e?Hi:Fi)}_detectNavbar(){return null!==this._element.closest(".navbar")}_getOffset(){const t=this._config["offset"];return"string"==typeof t?t.split(",").map(t=>Number.parseInt(t,10)):"function"==typeof t?e=>t(e,this._element):t}_getPopperConfig(){var t={placement:this._getPlacement(),modifiers:[{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"offset",options:{offset:this._getOffset()}}]};return!this._inNavbar&&"static"!==this._config.display||(F.setDataAttribute(this._menu,"popper","static"),t.modifiers=[{name:"applyStyles",enabled:!1}]),{...t,...g(this._config.popperConfig,[t])}}_selectMenuItem({key:t,target:e}){var i=z.find(".dropdown-menu .dropdown-item:not(.disabled):not(:disabled)",this._menu).filter(t=>a(t));i.length&&b(i,e,t===Ti,!i.includes(e)).focus()}static jQueryInterface(t){return this.each(function(){var e=qi.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}})}static clearMenus(t){if(2!==t.button&&("keyup"!==t.type||"Tab"===t.key)){const e=z.find('[data-bs-toggle="dropdown"]:not(.disabled):not(:disabled).show');for(const i of e){const e=qi.getInstance(i);var s,n;e&&!1!==e._config.autoClose&&(s=(n=t.composedPath()).includes(e._menu),n.includes(e._element)||"inside"===e._config.autoClose&&!s||"outside"===e._config.autoClose&&s||e._menu.contains(t.target)&&("keyup"===t.type&&"Tab"===t.key||/input|select|option|textarea|form/i.test(t.target.tagName))||(n={relatedTarget:e._element},"click"===t.type&&(n.clickEvent=t),e._completeHide(n)))}}}static dataApiKeydownHandler(t){var e=/input|textarea/i.test(t.target.tagName),i="Escape"===t.key,n=["ArrowUp",Ti].includes(t.key);!n&&!i||e&&!i||(t.preventDefault(),e=this.matches(Ii)?this:z.prev(this,Ii)[0]||z.next(this,Ii)[0]||z.findOne(Ii,t.delegateTarget.parentNode),i=qi.getOrCreateInstance(e),n?(t.stopPropagation(),i.show(),i._selectMenuItem(t)):i._isShown()&&(t.stopPropagation(),i.hide(),e.focus()))}}N.on(document,Si,Ii,qi.dataApiKeydownHandler),N.on(document,Si,Pi,qi.dataApiKeydownHandler),N.on(document,Li,qi.clearMenus),N.on(document,"keyup.bs.dropdown.data-api",qi.clearMenus),N.on(document,Li,Ii,function(t){t.preventDefault(),qi.getOrCreateInstance(this).toggle()}),m(qi);const Vi="backdrop",Qi="mousedown.bs."+Vi,Xi={className:"modal-backdrop",clickCallback:null,isAnimated:!1,isVisible:!0,rootElement:"body"},Yi={className:"string",clickCallback:"(function|null)",isAnimated:"boolean",isVisible:"boolean",rootElement:"(element|string)"};class Ui extends H{constructor(t){super(),this._config=this._getConfig(t),this._isAppended=!1,this._element=null}static get Default(){return Xi}static get DefaultType(){return Yi}static get NAME(){return Vi}show(t){var e;this._config.isVisible?(this._append(),e=this._getElement(),this._config.isAnimated&&d(e),e.classList.add("show"),this._emulateAnimation(()=>{g(t)})):g(t)}hide(t){this._config.isVisible?(this._getElement().classList.remove("show"),this._emulateAnimation(()=>{this.dispose(),g(t)})):g(t)}dispose(){this._isAppended&&(N.off(this._element,Qi),this._element.remove(),this._isAppended=!1)}_getElement(){var t;return this._element||((t=document.createElement("div")).className=this._config.className,this._config.isAnimated&&t.classList.add("fade"),this._element=t),this._element}_configAfterMerge(t){return t.rootElement=r(t.rootElement),t}_append(){var t;this._isAppended||(t=this._getElement(),this._config.rootElement.append(t),N.on(t,Qi,()=>{g(this._config.clickCallback)}),this._isAppended=!0)}_emulateAnimation(t){_(t,this._getElement(),this._config.isAnimated)}}const Gi=".bs.focustrap",tn=(Gi,Gi,"backward"),en={autofocus:!0,trapElement:null},nn={autofocus:"boolean",trapElement:"element"};class sn extends H{constructor(t){super(),this._config=this._getConfig(t),this._isActive=!1,this._lastTabNavDirection=null}static get Default(){return en}static get DefaultType(){return nn}static get NAME(){return"focustrap"}activate(){this._isActive||(this._config.autofocus&&this._config.trapElement.focus(),N.off(document,Gi),N.on(document,"focusin.bs.focustrap",t=>this._handleFocusin(t)),N.on(document,"keydown.tab.bs.focustrap",t=>this._handleKeydown(t)),this._isActive=!0)}deactivate(){this._isActive&&(this._isActive=!1,N.off(document,Gi))}_handleFocusin(t){var e=this._config["trapElement"];t.target===document||t.target===e||e.contains(t.target)||(0===(t=z.focusableChildren(e)).length?e:this._lastTabNavDirection===tn?t[t.length-1]:t[0]).focus()}_handleKeydown(t){"Tab"===t.key&&(this._lastTabNavDirection=t.shiftKey?tn:"forward")}}const on=".fixed-top, .fixed-bottom, .is-fixed, .sticky-top",rn=".sticky-top",an="padding-right",ln="margin-right";class cn{constructor(){this._element=document.body}getWidth(){var t=document.documentElement.clientWidth;return Math.abs(window.innerWidth-t)}hide(){const t=this.getWidth();this._disableOverFlow(),this._setElementAttributes(this._element,an,e=>e+t),this._setElementAttributes(on,an,e=>e+t),this._setElementAttributes(rn,ln,e=>e-t)}reset(){this._resetElementAttributes(this._element,"overflow"),this._resetElementAttributes(this._element,an),this._resetElementAttributes(on,an),this._resetElementAttributes(rn,ln)}isOverflowing(){return 0<this.getWidth()}_disableOverFlow(){this._saveInitialAttribute(this._element,"overflow"),this._element.style.overflow="hidden"}_setElementAttributes(t,e,i){const n=this.getWidth();this._applyManipulationCallback(t,t=>{var s;t!==this._element&&window.innerWidth>t.clientWidth+n||(this._saveInitialAttribute(t,e),s=window.getComputedStyle(t).getPropertyValue(e),t.style.setProperty(e,i(Number.parseFloat(s))+"px"))})}_saveInitialAttribute(t,e){var i=t.style.getPropertyValue(e);i&&F.setDataAttribute(t,e,i)}_resetElementAttributes(t,e){this._applyManipulationCallback(t,t=>{var i=F.getDataAttribute(t,e);null!==i?(F.removeDataAttribute(t,e),t.style.setProperty(e,i)):t.style.removeProperty(e)})}_applyManipulationCallback(t,e){if(o(t))e(t);else for(const i of z.find(t,this._element))e(i)}}const hn=".bs.modal",fn=(hn,hn,"hidden"+hn),pn="show"+hn,wn=(hn,hn,hn,hn,hn,hn,"modal-open"),En="modal-static",Tn={backdrop:!0,focus:!0,keyboard:!0},Cn={backdrop:"(boolean|string)",focus:"boolean",keyboard:"boolean"};class On extends W{constructor(t,e){super(t,e),this._dialog=z.findOne(".modal-dialog",this._element),this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._isShown=!1,this._isTransitioning=!1,this._scrollBar=new cn,this._addEventListeners()}static get Default(){return Tn}static get DefaultType(){return Cn}static get NAME(){return"modal"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||this._isTransitioning||N.trigger(this._element,pn,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._isTransitioning=!0,this._scrollBar.hide(),document.body.classList.add(wn),this._adjustDialog(),this._backdrop.show(()=>this._showElement(t)))}hide(){!this._isShown||this._isTransitioning||N.trigger(this._element,"hide.bs.modal").defaultPrevented||(this._isShown=!1,this._isTransitioning=!0,this._focustrap.deactivate(),this._element.classList.remove("show"),this._queueCallback(()=>this._hideModal(),this._element,this._isAnimated()))}dispose(){N.off(window,hn),N.off(this._dialog,hn),this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}handleUpdate(){this._adjustDialog()}_initializeBackDrop(){return new Ui({isVisible:Boolean(this._config.backdrop),isAnimated:this._isAnimated()})}_initializeFocusTrap(){return new sn({trapElement:this._element})}_showElement(t){document.body.contains(this._element)||document.body.append(this._element),this._element.style.display="block",this._element.removeAttribute("aria-hidden"),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.scrollTop=0;var e=z.findOne(".modal-body",this._dialog);e&&(e.scrollTop=0),d(this._element),this._element.classList.add("show"),this._queueCallback(()=>{this._config.focus&&this._focustrap.activate(),this._isTransitioning=!1,N.trigger(this._element,"shown.bs.modal",{relatedTarget:t})},this._dialog,this._isAnimated())}_addEventListeners(){N.on(this._element,"keydown.dismiss.bs.modal",t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():this._triggerBackdropTransition())}),N.on(window,"resize.bs.modal",()=>{this._isShown&&!this._isTransitioning&&this._adjustDialog()}),N.on(this._element,"mousedown.dismiss.bs.modal",t=>{N.one(this._element,"click.dismiss.bs.modal",e=>{this._element===t.target&&this._element===e.target&&("static"!==this._config.backdrop?this._config.backdrop&&this.hide():this._triggerBackdropTransition())})})}_hideModal(){this._element.style.display="none",this._element.setAttribute("aria-hidden",!0),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._isTransitioning=!1,this._backdrop.hide(()=>{document.body.classList.remove(wn),this._resetAdjustments(),this._scrollBar.reset(),N.trigger(this._element,fn)})}_isAnimated(){return this._element.classList.contains("fade")}_triggerBackdropTransition(){if(!N.trigger(this._element,"hidePrevented.bs.modal").defaultPrevented){const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._element.style.overflowY;"hidden"===e||this._element.classList.contains(En)||(t||(this._element.style.overflowY="hidden"),this._element.classList.add(En),this._queueCallback(()=>{this._element.classList.remove(En),this._queueCallback(()=>{this._element.style.overflowY=e},this._dialog)},this._dialog),this._element.focus())}}_adjustDialog(){const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._scrollBar.getWidth(),i=0<e;if(i&&!t){const t=p()?"paddingLeft":"paddingRight";this._element.style[t]=e+"px"}if(!i&&t){const t=p()?"paddingRight":"paddingLeft";this._element.style[t]=e+"px"}}_resetAdjustments(){this._element.style.paddingLeft="",this._element.style.paddingRight=""}static jQueryInterface(t,e){return this.each(function(){var i=On.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===i[t])throw new TypeError(`No method named "${t}"`);i[t](e)}})}}N.on(document,"click.bs.modal.data-api",'[data-bs-toggle="modal"]',function(t){const e=z.getElementFromSelector(this);["A","AREA"].includes(this.tagName)&&t.preventDefault(),N.one(e,pn,t=>{t.defaultPrevented||N.one(e,fn,()=>{a(this)&&this.focus()})});t=z.findOne(".modal.show");t&&On.getInstance(t).hide(),On.getOrCreateInstance(e).toggle(this)}),R(On),m(On);const xn=".bs.offcanvas",Dn="showing",In=".offcanvas.show",jn="hidePrevented"+xn,Fn="hidden"+xn,zn={backdrop:!0,keyboard:!0,scroll:!1},Rn={backdrop:"(boolean|string)",keyboard:"boolean",scroll:"boolean"};class qn extends W{constructor(t,e){super(t,e),this._isShown=!1,this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._addEventListeners()}static get Default(){return zn}static get DefaultType(){return Rn}static get NAME(){return"offcanvas"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||N.trigger(this._element,"show.bs.offcanvas",{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._backdrop.show(),this._config.scroll||(new cn).hide(),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.classList.add(Dn),this._queueCallback(()=>{this._config.scroll&&!this._config.backdrop||this._focustrap.activate(),this._element.classList.add("show"),this._element.classList.remove(Dn),N.trigger(this._element,"shown.bs.offcanvas",{relatedTarget:t})},this._element,!0))}hide(){!this._isShown||N.trigger(this._element,"hide.bs.offcanvas").defaultPrevented||(this._focustrap.deactivate(),this._element.blur(),this._isShown=!1,this._element.classList.add("hiding"),this._backdrop.hide(),this._queueCallback(()=>{this._element.classList.remove("show","hiding"),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._config.scroll||(new cn).reset(),N.trigger(this._element,Fn)},this._element,!0))}dispose(){this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}_initializeBackDrop(){var t=Boolean(this._config.backdrop);return new Ui({className:"offcanvas-backdrop",isVisible:t,isAnimated:!0,rootElement:this._element.parentNode,clickCallback:t?()=>{"static"!==this._config.backdrop?this.hide():N.trigger(this._element,jn)}:null})}_initializeFocusTrap(){return new sn({trapElement:this._element})}_addEventListeners(){N.on(this._element,"keydown.dismiss.bs.offcanvas",t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():N.trigger(this._element,jn))})}static jQueryInterface(t){return this.each(function(){var e=qn.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t](this)}})}}N.on(document,"click.bs.offcanvas.data-api",'[data-bs-toggle="offcanvas"]',function(t){var e=z.getElementFromSelector(this);["A","AREA"].includes(this.tagName)&&t.preventDefault(),l(this)||(N.one(e,Fn,()=>{a(this)&&this.focus()}),(t=z.findOne(In))&&t!==e&&qn.getInstance(t).hide(),qn.getOrCreateInstance(e).toggle(this))}),N.on(window,"load.bs.offcanvas.data-api",()=>{for(const t of z.find(In))qn.getOrCreateInstance(t).show()}),N.on(window,"resize.bs.offcanvas",()=>{for(const t of z.find("[aria-modal][class*=show][class*=offcanvas-]"))"fixed"!==getComputedStyle(t).position&&qn.getOrCreateInstance(t).hide()}),R(qn),m(qn);const Vn={"*":["class","dir","id","lang","role",/^aria-[\w-]*$/i],a:["target","href","title","rel"],area:[],b:[],br:[],col:[],code:[],div:[],em:[],hr:[],h1:[],h2:[],h3:[],h4:[],h5:[],h6:[],i:[],img:["src","srcset","alt","title","width","height"],li:[],ol:[],p:[],pre:[],s:[],small:[],span:[],sub:[],sup:[],strong:[],u:[],ul:[]},Kn=new Set(["background","cite","href","itemtype","longdesc","poster","src","xlink:href"]),Qn=/^(?!javascript:)(?:[a-z0-9+.-]+:|[^&:/?#]*(?:[/?#]|$))/i,Yn={allowList:Vn,content:{},extraClass:"",html:!1,sanitize:!0,sanitizeFn:null,template:"<div></div>"},Un={allowList:"object",content:"object",extraClass:"(string|function)",html:"boolean",sanitize:"boolean",sanitizeFn:"(null|function)",template:"string"},Gn={entry:"(string|element|function|null)",selector:"(string|element)"};class Jn extends H{constructor(t){super(),this._config=this._getConfig(t)}static get Default(){return Yn}static get DefaultType(){return Un}static get NAME(){return"TemplateFactory"}getContent(){return Object.values(this._config.content).map(t=>this._resolvePossibleFunction(t)).filter(Boolean)}hasContent(){return 0<this.getContent().length}changeContent(t){return this._checkContent(t),this._config.content={...this._config.content,...t},this}toHtml(){var t=document.createElement("div");t.innerHTML=this._maybeSanitize(this._config.template);for(const[e,i]of Object.entries(this._config.content))this._setContent(t,i,e);const e=t.children[0],i=this._resolvePossibleFunction(this._config.extraClass);return i&&e.classList.add(...i.split(" ")),e}_typeCheckConfig(t){super._typeCheckConfig(t),this._checkContent(t.content)}_checkContent(t){for(var[e,i]of Object.entries(t))super._typeCheckConfig({selector:e,entry:i},Gn)}_setContent(t,e,i){i=z.findOne(i,t);i&&((e=this._resolvePossibleFunction(e))?o(e)?this._putElementInTemplate(r(e),i):this._config.html?i.innerHTML=this._maybeSanitize(e):i.textContent=e:i.remove())}_maybeSanitize(t){return this._config.sanitize?function(t,e,i){if(!t.length)return t;if(i&&"function"==typeof i)return i(t);const n=(new window.DOMParser).parseFromString(t,"text/html"),s=[].concat(...n.body.querySelectorAll("*"));for(const t of s){const i=t.nodeName.toLowerCase();if(Object.keys(e).includes(i)){const 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i=this._getTipElement(),n=(this._element.setAttribute("aria-describedby",i.getAttribute("id")),this._config)["container"];if(this._element.ownerDocument.documentElement.contains(this.tip)||(n.append(i),N.trigger(this._element,this.constructor.eventName("inserted"))),this._popper=this._createPopper(i),i.classList.add(es),"ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))N.on(t,"mouseover",h);this._queueCallback(()=>{N.trigger(this._element,this.constructor.eventName("shown")),!1===this._isHovered&&this._leave(),this._isHovered=!1},this.tip,this._isAnimated())}}}hide(){if(this._isShown()&&!N.trigger(this._element,this.constructor.eventName("hide")).defaultPrevented){if(this._getTipElement().classList.remove(es),"ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))N.off(t,"mouseover",h);this._activeTrigger.click=!1,this._activeTrigger[os]=!1,this._activeTrigger[ss]=!1,this._isHovered=null,this._queueCallback(()=>{this._isWithActiveTrigger()||(this._isHovered||this._disposePopper(),this._element.removeAttribute("aria-describedby"),N.trigger(this._element,this.constructor.eventName("hidden")))},this.tip,this._isAnimated())}}update(){this._popper&&this._popper.update()}_isWithContent(){return Boolean(this._getTitle())}_getTipElement(){return this.tip||(this.tip=this._createTipElement(this._newContent||this._getContentForTemplate())),this.tip}_createTipElement(t){t=this._getTemplateFactory(t).toHtml();if(!t)return null;t.classList.remove(ts,es),t.classList.add(`bs-${this.constructor.NAME}-auto`);var i=(t=>{for(;t+=Math.floor(1e6*Math.random()),document.getElementById(t););return t})(this.constructor.NAME).toString();return t.setAttribute("id",i),this._isAnimated()&&t.classList.add(ts),t}setContent(t){this._newContent=t,this._isShown()&&(this._disposePopper(),this.show())}_getTemplateFactory(t){return this._templateFactory?this._templateFactory.changeContent(t):this._templateFactory=new Jn({...this._config,content:t,extraClass:this._resolvePossibleFunction(this._config.customClass)}),this._templateFactory}_getContentForTemplate(){return{".tooltip-inner":this._getTitle()}}_getTitle(){return this._resolvePossibleFunction(this._config.title)||this._element.getAttribute("data-bs-original-title")}_initializeOnDelegatedTarget(t){return this.constructor.getOrCreateInstance(t.delegateTarget,this._getDelegateConfig())}_isAnimated(){return this._config.animation||this.tip&&this.tip.classList.contains(ts)}_isShown(){return this.tip&&this.tip.classList.contains(es)}_createPopper(t){var e=g(this._config.placement,[this,t,this._element]),e=rs[e.toUpperCase()];return bi(this._element,t,this._getPopperConfig(e))}_getOffset(){const t=this._config["offset"];return"string"==typeof t?t.split(",").map(t=>Number.parseInt(t,10)):"function"==typeof t?e=>t(e,this._element):t}_resolvePossibleFunction(t){return g(t,[this._element])}_getPopperConfig(t){t={placement:t,modifiers:[{name:"flip",options:{fallbackPlacements:this._config.fallbackPlacements}},{name:"offset",options:{offset:this._getOffset()}},{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"arrow",options:{element:`.${this.constructor.NAME}-arrow`}},{name:"preSetPlacement",enabled:!0,phase:"beforeMain",fn:t=>{this._getTipElement().setAttribute("data-popper-placement",t.state.placement)}}]};return{...t,...g(this._config.popperConfig,[t])}}_setListeners(){const t=this._config.trigger.split(" ");for(const e of t)if("click"===e)N.on(this._element,this.constructor.eventName("click"),this._config.selector,t=>{this._initializeOnDelegatedTarget(t).toggle()});else if("manual"!==e){const 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t=this._element.getAttribute("title");t&&(this._element.getAttribute("aria-label")||this._element.textContent.trim()||this._element.setAttribute("aria-label",t),this._element.setAttribute("data-bs-original-title",t),this._element.removeAttribute("title"))}_enter(){this._isShown()||this._isHovered?this._isHovered=!0:(this._isHovered=!0,this._setTimeout(()=>{this._isHovered&&this.show()},this._config.delay.show))}_leave(){this._isWithActiveTrigger()||(this._isHovered=!1,this._setTimeout(()=>{this._isHovered||this.hide()},this._config.delay.hide))}_setTimeout(t,e){clearTimeout(this._timeout),this._timeout=setTimeout(t,e)}_isWithActiveTrigger(){return Object.values(this._activeTrigger).includes(!0)}_getConfig(t){var e=F.getDataAttributes(this._element);for(const t of Object.keys(e))Zn.has(t)&&delete e[t];return t={...e,..."object"==typeof t&&t?t:{}},t=this._mergeConfigObj(t),t=this._configAfterMerge(t),this._typeCheckConfig(t),t}_configAfterMerge(t){return t.container=!1===t.container?document.body:r(t.container),"number"==typeof t.delay&&(t.delay={show:t.delay,hide:t.delay}),"number"==typeof t.title&&(t.title=t.title.toString()),"number"==typeof t.content&&(t.content=t.content.toString()),t}_getDelegateConfig(){var e,i,t={};for([e,i]of Object.entries(this._config))this.constructor.Default[e]!==i&&(t[e]=i);return t.selector=!1,t.trigger="manual",t}_disposePopper(){this._popper&&(this._popper.destroy(),this._popper=null),this.tip&&(this.tip.remove(),this.tip=null)}static jQueryInterface(t){return this.each(function(){var e=cs.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}})}}m(cs);const hs={...cs.Default,content:"",offset:[0,8],placement:"right",template:'<div class="popover" role="tooltip"><div class="popover-arrow"></div><h3 class="popover-header"></h3><div 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e=this._observableSections.get(t.target.hash);e&&(t.preventDefault(),t=this._rootElement||window,e=e.offsetTop-this._element.offsetTop,t.scrollTo?t.scrollTo({top:e,behavior:"smooth"}):t.scrollTop=e)}))}_getNewObserver(){var t={root:this._rootElement,threshold:this._config.threshold,rootMargin:this._config.rootMargin};return new IntersectionObserver(t=>this._observerCallback(t),t)}_observerCallback(t){const e=t=>this._targetLinks.get("#"+t.target.id),i=t=>{this._previousScrollData.visibleEntryTop=t.target.offsetTop,this._process(e(t))},n=(this._rootElement||document.documentElement).scrollTop,s=n>=this._previousScrollData.parentScrollTop;this._previousScrollData.parentScrollTop=n;for(const o of t)if(o.isIntersecting){const t=o.target.offsetTop>=this._previousScrollData.visibleEntryTop;if(s&&t){if(i(o),!n)return}else s||t||i(o)}else this._activeTarget=null,this._clearActiveClass(e(o))}_initializeTargetsAndObservables(){this._targetLinks=new Map,this._observableSections=new Map;const t=z.find(bs,this._config.target);for(const e of t)if(e.hash&&!l(e)){const t=z.findOne(decodeURI(e.hash),this._element);a(t)&&(this._targetLinks.set(decodeURI(e.hash),e),this._observableSections.set(e.hash,t))}}_process(t){this._activeTarget!==t&&(this._clearActiveClass(this._config.target),(this._activeTarget=t).classList.add(_s),this._activateParents(t),N.trigger(this._element,"activate.bs.scrollspy",{relatedTarget:t}))}_activateParents(t){if(t.classList.contains("dropdown-item"))z.findOne(".dropdown-toggle",t.closest(".dropdown")).classList.add(_s);else for(const e of z.parents(t,".nav, .list-group"))for(const t of z.prev(e,".nav-link, .nav-item > .nav-link, .list-group-item"))t.classList.add(_s)}_clearActiveClass(t){t.classList.remove(_s);var e=z.find(bs+"."+_s,t);for(const t of e)t.classList.remove(_s)}static jQueryInterface(t){return this.each(function(){var e=Es.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t]()}})}}N.on(window,"load.bs.scrollspy.data-api",()=>{for(const t of z.find('[data-bs-spy="scroll"]'))Es.getOrCreateInstance(t)}),m(Es);const Is="ArrowRight",Ps="ArrowDown",Ms="Home",Fs="active",Ws="show",Bs=".dropdown-toggle",zs=`:not(${Bs})`,Rs='[data-bs-toggle="tab"], [data-bs-toggle="pill"], [data-bs-toggle="list"]',qs=`.nav-link${zs}, .list-group-item${zs}, [role="tab"]${zs}, `+Rs;Fs,Fs,Fs;class Ks extends W{constructor(t){super(t),this._parent=this._element.closest('.list-group, .nav, [role="tablist"]'),this._parent&&(this._setInitialAttributes(this._parent,this._getChildren()),N.on(this._element,"keydown.bs.tab",t=>this._keydown(t)))}static get NAME(){return"tab"}show(){var e,i,t=this._element;this._elemIsActive(t)||(i=(e=this._getActiveElem())?N.trigger(e,"hide.bs.tab",{relatedTarget:t}):null,N.trigger(t,"show.bs.tab",{relatedTarget:e}).defaultPrevented)||i&&i.defaultPrevented||(this._deactivate(e,t),this._activate(t,e))}_activate(t,e){t&&(t.classList.add(Fs),this._activate(z.getElementFromSelector(t)),this._queueCallback(()=>{"tab"===t.getAttribute("role")?(t.removeAttribute("tabindex"),t.setAttribute("aria-selected",!0),this._toggleDropDown(t,!0),N.trigger(t,"shown.bs.tab",{relatedTarget:e})):t.classList.add(Ws)},t,t.classList.contains("fade")))}_deactivate(t,e){t&&(t.classList.remove(Fs),t.blur(),this._deactivate(z.getElementFromSelector(t)),this._queueCallback(()=>{"tab"===t.getAttribute("role")?(t.setAttribute("aria-selected",!1),t.setAttribute("tabindex","-1"),this._toggleDropDown(t,!1),N.trigger(t,"hidden.bs.tab",{relatedTarget:e})):t.classList.remove(Ws)},t,t.classList.contains("fade")))}_keydown(t){if(["ArrowLeft",Is,"ArrowUp",Ps,Ms,"End"].includes(t.key)){t.stopPropagation(),t.preventDefault();var n,e=this._getChildren().filter(t=>!l(t));let i;(i=[Ms,"End"].includes(t.key)?e[t.key===Ms?0:e.length-1]:(n=[Is,Ps].includes(t.key),b(e,t.target,n,!0)))&&(i.focus({preventScroll:!0}),Ks.getOrCreateInstance(i).show())}}_getChildren(){return z.find(qs,this._parent)}_getActiveElem(){return this._getChildren().find(t=>this._elemIsActive(t))||null}_setInitialAttributes(t,e){this._setAttributeIfNotExists(t,"role","tablist");for(const t of e)this._setInitialAttributesOnChild(t)}_setInitialAttributesOnChild(t){t=this._getInnerElement(t);var e=this._elemIsActive(t),i=this._getOuterElement(t);t.setAttribute("aria-selected",e),i!==t&&this._setAttributeIfNotExists(i,"role","presentation"),e||t.setAttribute("tabindex","-1"),this._setAttributeIfNotExists(t,"role","tab"),this._setInitialAttributesOnTargetPanel(t)}_setInitialAttributesOnTargetPanel(t){var e=z.getElementFromSelector(t);e&&(this._setAttributeIfNotExists(e,"role","tabpanel"),t.id)&&this._setAttributeIfNotExists(e,"aria-labelledby",""+t.id)}_toggleDropDown(t,e){const i=this._getOuterElement(t);i.classList.contains("dropdown")&&((t=(t,n)=>{t=z.findOne(t,i);t&&t.classList.toggle(n,e)})(Bs,Fs),t(".dropdown-menu",Ws),i.setAttribute("aria-expanded",e))}_setAttributeIfNotExists(t,e,i){t.hasAttribute(e)||t.setAttribute(e,i)}_elemIsActive(t){return t.classList.contains(Fs)}_getInnerElement(t){return t.matches(qs)?t:z.findOne(qs,t)}_getOuterElement(t){return t.closest(".nav-item, .list-group-item")||t}static jQueryInterface(t){return this.each(function(){var e=Ks.getOrCreateInstance(this);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t]()}})}}N.on(document,"click.bs.tab",Rs,function(t){["A","AREA"].includes(this.tagName)&&t.preventDefault(),l(this)||Ks.getOrCreateInstance(this).show()}),N.on(window,"load.bs.tab",()=>{for(const t of z.find('.active[data-bs-toggle="tab"], .active[data-bs-toggle="pill"], .active[data-bs-toggle="list"]'))Ks.getOrCreateInstance(t)}),m(Ks);const no="show",so="showing",oo={animation:"boolean",autohide:"boolean",delay:"number"},ro={animation:!0,autohide:!0,delay:5e3};class ao extends W{constructor(t,e){super(t,e),this._timeout=null,this._hasMouseInteraction=!1,this._hasKeyboardInteraction=!1,this._setListeners()}static get Default(){return ro}static get DefaultType(){return oo}static get NAME(){return"toast"}show(){N.trigger(this._element,"show.bs.toast").defaultPrevented||(this._clearTimeout(),this._config.animation&&this._element.classList.add("fade"),this._element.classList.remove("hide"),d(this._element),this._element.classList.add(no,so),this._queueCallback(()=>{this._element.classList.remove(so),N.trigger(this._element,"shown.bs.toast"),this._maybeScheduleHide()},this._element,this._config.animation))}hide(){!this.isShown()||N.trigger(this._element,"hide.bs.toast").defaultPrevented||(this._element.classList.add(so),this._queueCallback(()=>{this._element.classList.add("hide"),this._element.classList.remove(so,no),N.trigger(this._element,"hidden.bs.toast")},this._element,this._config.animation))}dispose(){this._clearTimeout(),this.isShown()&&this._element.classList.remove(no),super.dispose()}isShown(){return this._element.classList.contains(no)}_maybeScheduleHide(){!this._config.autohide||this._hasMouseInteraction||this._hasKeyboardInteraction||(this._timeout=setTimeout(()=>{this.hide()},this._config.delay))}_onInteraction(t,e){switch(t.type){case"mouseover":case"mouseout":this._hasMouseInteraction=e;break;case"focusin":case"focusout":this._hasKeyboardInteraction=e}e?this._clearTimeout():(t=t.relatedTarget,this._element===t||this._element.contains(t)||this._maybeScheduleHide())}_setListeners(){N.on(this._element,"mouseover.bs.toast",t=>this._onInteraction(t,!0)),N.on(this._element,"mouseout.bs.toast",t=>this._onInteraction(t,!1)),N.on(this._element,"focusin.bs.toast",t=>this._onInteraction(t,!0)),N.on(this._element,"focusout.bs.toast",t=>this._onInteraction(t,!1))}_clearTimeout(){clearTimeout(this._timeout),this._timeout=null}static jQueryInterface(t){return this.each(function(){var e=ao.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method 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diff --git a/assets/styles.css b/assets/styles.css
index d20b80ec..58233a7b 100644
--- a/assets/styles.css
+++ b/assets/styles.css
@@ -1,6 +1,5 @@
 /*!
- * Bootstrap v5.1.3 (https://getbootstrap.com/)
- * Copyright 2011-2021 The Bootstrap Authors
- * Copyright 2011-2021 Twitter, Inc.
+ * Bootstrap  v5.3.2 (https://getbootstrap.com/)
+ * Copyright 2011-2023 The Bootstrap Authors
  * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)
- */:root{--bs-blue: #0d6efd;--bs-indigo: #6610f2;--bs-purple: #6f42c1;--bs-pink: #d63384;--bs-red: #dc3545;--bs-orange: #fd7e14;--bs-yellow: #ffc107;--bs-green: #198754;--bs-teal: #20c997;--bs-cyan: #0dcaf0;--bs-white: #fff;--bs-gray: #6c757d;--bs-gray-dark: #343a40;--bs-gray-100: #f8f9fa;--bs-gray-200: #e9ecef;--bs-gray-300: #dee2e6;--bs-gray-400: #ced4da;--bs-gray-500: #adb5bd;--bs-gray-600: #6c757d;--bs-gray-700: #495057;--bs-gray-800: #343a40;--bs-gray-900: #212529;--bs-primary: #0d6efd;--bs-secondary: #6c757d;--bs-success: #198754;--bs-info: #0dcaf0;--bs-warning: #ffc107;--bs-danger: #dc3545;--bs-light: #f8f9fa;--bs-dark: #212529;--bs-primary-rgb: 13, 110, 253;--bs-secondary-rgb: 108, 117, 125;--bs-success-rgb: 25, 135, 84;--bs-info-rgb: 13, 202, 240;--bs-warning-rgb: 255, 193, 7;--bs-danger-rgb: 220, 53, 69;--bs-light-rgb: 248, 249, 250;--bs-dark-rgb: 33, 37, 41;--bs-white-rgb: 255, 255, 255;--bs-black-rgb: 0, 0, 0;--bs-body-color-rgb: 33, 37, 41;--bs-body-bg-rgb: 255, 255, 255;--bs-font-sans-serif: system-ui, -apple-system, "Segoe UI", Roboto, "Helvetica Neue", Arial, "Noto Sans", "Liberation Sans", sans-serif, "Apple Color Emoji", "Segoe UI Emoji", "Segoe UI Symbol", "Noto Color Emoji";--bs-font-monospace: SFMono-Regular, Menlo, Monaco, Consolas, "Liberation Mono", "Courier New", monospace;--bs-gradient: linear-gradient(180deg, rgba(255, 255, 255, 0.15), rgba(255, 255, 255, 0));--bs-body-font-family: var(--bs-font-sans-serif);--bs-body-font-size: 1rem;--bs-body-font-weight: 400;--bs-body-line-height: 1.5;--bs-body-color: #212529;--bs-body-bg: #fff}*,*::before,*::after{box-sizing:border-box}@media(prefers-reduced-motion: 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.input-group{width:auto}.btn-group{border-radius:var(--bs-border-radius)}.btn-group>:not(.btn-check:first-child)+.btn,.btn-group>.btn-group:not(:first-child){margin-left:calc(var(--bs-border-width) * -1)}.btn-group>.btn:not(:last-child):not(.dropdown-toggle),.btn-group>.btn.dropdown-toggle-split:first-child,.btn-group>.btn-group:not(:last-child)>.btn{border-top-right-radius:0;border-bottom-right-radius:0}.btn-group>.btn:nth-child(n+3),.btn-group>:not(.btn-check)+.btn,.btn-group>.btn-group:not(:first-child)>.btn{border-top-left-radius:0;border-bottom-left-radius:0}.dropdown-toggle-split{padding-right:.5625rem;padding-left:.5625rem}.dropdown-toggle-split::after,.dropup .dropdown-toggle-split::after,.dropend .dropdown-toggle-split::after{margin-left:0}.dropstart 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border-radius 0.15s ease;--bs-accordion-border-color: var(--bs-border-color);--bs-accordion-border-width: var(--bs-border-width);--bs-accordion-border-radius: var(--bs-border-radius);--bs-accordion-inner-border-radius: calc(var(--bs-border-radius) - (var(--bs-border-width)));--bs-accordion-btn-padding-x: 1.25rem;--bs-accordion-btn-padding-y: 1rem;--bs-accordion-btn-color: var(--bs-body-color);--bs-accordion-btn-bg: var(--bs-accordion-bg);--bs-accordion-btn-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%23212529'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e");--bs-accordion-btn-icon-width: 1.25rem;--bs-accordion-btn-icon-transform: rotate(-180deg);--bs-accordion-btn-icon-transition: transform 0.2s ease-in-out;--bs-accordion-btn-active-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%23052c65'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e");--bs-accordion-btn-focus-border-color: #86b7fe;--bs-accordion-btn-focus-box-shadow: 0 0 0 0.25rem rgba(13, 110, 253, 0.25);--bs-accordion-body-padding-x: 1.25rem;--bs-accordion-body-padding-y: 1rem;--bs-accordion-active-color: var(--bs-primary-text-emphasis);--bs-accordion-active-bg: var(--bs-primary-bg-subtle)}.accordion-button{position:relative;display:flex;align-items:center;width:100%;padding:var(--bs-accordion-btn-padding-y) var(--bs-accordion-btn-padding-x);font-size:1rem;color:var(--bs-accordion-btn-color);text-align:left;background-color:var(--bs-accordion-btn-bg);border:0;border-radius:0;overflow-anchor:none;transition:var(--bs-accordion-transition)}@media(prefers-reduced-motion: reduce){.accordion-button{transition:none}}.accordion-button:not(.collapsed){color:var(--bs-accordion-active-color);background-color:var(--bs-accordion-active-bg);box-shadow:inset 0 calc(-1*var(--bs-accordion-border-width)) 0 var(--bs-accordion-border-color)}.accordion-button:not(.collapsed)::after{background-image:var(--bs-accordion-btn-active-icon);transform:var(--bs-accordion-btn-icon-transform)}.accordion-button::after{flex-shrink:0;width:var(--bs-accordion-btn-icon-width);height:var(--bs-accordion-btn-icon-width);margin-left:auto;content:"";background-image:var(--bs-accordion-btn-icon);background-repeat:no-repeat;background-size:var(--bs-accordion-btn-icon-width);transition:var(--bs-accordion-btn-icon-transition)}@media(prefers-reduced-motion: reduce){.accordion-button::after{transition:none}}.accordion-button:hover{z-index:2}.accordion-button:focus{z-index:3;border-color:var(--bs-accordion-btn-focus-border-color);outline:0;box-shadow:var(--bs-accordion-btn-focus-box-shadow)}.accordion-header{margin-bottom:0}.accordion-item{color:var(--bs-accordion-color);background-color:var(--bs-accordion-bg);border:var(--bs-accordion-border-width) solid var(--bs-accordion-border-color)}.accordion-item:first-of-type{border-top-left-radius:var(--bs-accordion-border-radius);border-top-right-radius:var(--bs-accordion-border-radius)}.accordion-item:first-of-type .accordion-button{border-top-left-radius:var(--bs-accordion-inner-border-radius);border-top-right-radius:var(--bs-accordion-inner-border-radius)}.accordion-item:not(:first-of-type){border-top:0}.accordion-item:last-of-type{border-bottom-right-radius:var(--bs-accordion-border-radius);border-bottom-left-radius:var(--bs-accordion-border-radius)}.accordion-item:last-of-type .accordion-button.collapsed{border-bottom-right-radius:var(--bs-accordion-inner-border-radius);border-bottom-left-radius:var(--bs-accordion-inner-border-radius)}.accordion-item:last-of-type .accordion-collapse{border-bottom-right-radius:var(--bs-accordion-border-radius);border-bottom-left-radius:var(--bs-accordion-border-radius)}.accordion-body{padding:var(--bs-accordion-body-padding-y) var(--bs-accordion-body-padding-x)}.accordion-flush .accordion-collapse{border-width:0}.accordion-flush .accordion-item{border-right:0;border-left:0;border-radius:0}.accordion-flush .accordion-item:first-child{border-top:0}.accordion-flush .accordion-item:last-child{border-bottom:0}.accordion-flush .accordion-item .accordion-button,.accordion-flush .accordion-item .accordion-button.collapsed{border-radius:0}[data-bs-theme=dark] .accordion-button::after{--bs-accordion-btn-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%236ea8fe'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e");--bs-accordion-btn-active-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%236ea8fe'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e")}.breadcrumb{--bs-breadcrumb-padding-x: 0;--bs-breadcrumb-padding-y: 0;--bs-breadcrumb-margin-bottom: 1rem;--bs-breadcrumb-bg: ;--bs-breadcrumb-border-radius: ;--bs-breadcrumb-divider-color: var(--bs-secondary-color);--bs-breadcrumb-item-padding-x: 0.5rem;--bs-breadcrumb-item-active-color: var(--bs-secondary-color);display:flex;flex-wrap:wrap;padding:var(--bs-breadcrumb-padding-y) var(--bs-breadcrumb-padding-x);margin-bottom:var(--bs-breadcrumb-margin-bottom);font-size:var(--bs-breadcrumb-font-size);list-style:none;background-color:var(--bs-breadcrumb-bg);border-radius:var(--bs-breadcrumb-border-radius)}.breadcrumb-item+.breadcrumb-item{padding-left:var(--bs-breadcrumb-item-padding-x)}.breadcrumb-item+.breadcrumb-item::before{float:left;padding-right:var(--bs-breadcrumb-item-padding-x);color:var(--bs-breadcrumb-divider-color);content:var(--bs-breadcrumb-divider, "/") /* rtl: var(--bs-breadcrumb-divider, "/") */}.breadcrumb-item.active{color:var(--bs-breadcrumb-item-active-color)}.pagination{--bs-pagination-padding-x: 0.75rem;--bs-pagination-padding-y: 0.375rem;--bs-pagination-font-size:1rem;--bs-pagination-color: var(--bs-link-color);--bs-pagination-bg: var(--bs-body-bg);--bs-pagination-border-width: var(--bs-border-width);--bs-pagination-border-color: var(--bs-border-color);--bs-pagination-border-radius: var(--bs-border-radius);--bs-pagination-hover-color: var(--bs-link-hover-color);--bs-pagination-hover-bg: var(--bs-tertiary-bg);--bs-pagination-hover-border-color: var(--bs-border-color);--bs-pagination-focus-color: var(--bs-link-hover-color);--bs-pagination-focus-bg: var(--bs-secondary-bg);--bs-pagination-focus-box-shadow: 0 0 0 0.25rem rgba(13, 110, 253, 0.25);--bs-pagination-active-color: #fff;--bs-pagination-active-bg: #0d6efd;--bs-pagination-active-border-color: #0d6efd;--bs-pagination-disabled-color: var(--bs-secondary-color);--bs-pagination-disabled-bg: var(--bs-secondary-bg);--bs-pagination-disabled-border-color: var(--bs-border-color);display:flex;padding-left:0;list-style:none}.page-link{position:relative;display:block;padding:var(--bs-pagination-padding-y) var(--bs-pagination-padding-x);font-size:var(--bs-pagination-font-size);color:var(--bs-pagination-color);text-decoration:none;background-color:var(--bs-pagination-bg);border:var(--bs-pagination-border-width) solid var(--bs-pagination-border-color);transition:color .15s ease-in-out,background-color .15s ease-in-out,border-color .15s ease-in-out,box-shadow .15s ease-in-out}@media(prefers-reduced-motion: reduce){.page-link{transition:none}}.page-link:hover{z-index:2;color:var(--bs-pagination-hover-color);background-color:var(--bs-pagination-hover-bg);border-color:var(--bs-pagination-hover-border-color)}.page-link:focus{z-index:3;color:var(--bs-pagination-focus-color);background-color:var(--bs-pagination-focus-bg);outline:0;box-shadow:var(--bs-pagination-focus-box-shadow)}.page-link.active,.active>.page-link{z-index:3;color:var(--bs-pagination-active-color);background-color:var(--bs-pagination-active-bg);border-color:var(--bs-pagination-active-border-color)}.page-link.disabled,.disabled>.page-link{color:var(--bs-pagination-disabled-color);pointer-events:none;background-color:var(--bs-pagination-disabled-bg);border-color:var(--bs-pagination-disabled-border-color)}.page-item:not(:first-child) .page-link{margin-left:calc(var(--bs-border-width) * -1)}.page-item:first-child .page-link{border-top-left-radius:var(--bs-pagination-border-radius);border-bottom-left-radius:var(--bs-pagination-border-radius)}.page-item:last-child .page-link{border-top-right-radius:var(--bs-pagination-border-radius);border-bottom-right-radius:var(--bs-pagination-border-radius)}.pagination-lg{--bs-pagination-padding-x: 1.5rem;--bs-pagination-padding-y: 0.75rem;--bs-pagination-font-size:1.25rem;--bs-pagination-border-radius: var(--bs-border-radius-lg)}.pagination-sm{--bs-pagination-padding-x: 0.5rem;--bs-pagination-padding-y: 0.25rem;--bs-pagination-font-size:0.875rem;--bs-pagination-border-radius: var(--bs-border-radius-sm)}.badge{--bs-badge-padding-x: 0.65em;--bs-badge-padding-y: 0.35em;--bs-badge-font-size:0.75em;--bs-badge-font-weight: 700;--bs-badge-color: #fff;--bs-badge-border-radius: var(--bs-border-radius);display:inline-block;padding:var(--bs-badge-padding-y) var(--bs-badge-padding-x);font-size:var(--bs-badge-font-size);font-weight:var(--bs-badge-font-weight);line-height:1;color:var(--bs-badge-color);text-align:center;white-space:nowrap;vertical-align:baseline;border-radius:var(--bs-badge-border-radius)}.badge:empty{display:none}.btn .badge{position:relative;top:-1px}.alert{--bs-alert-bg: transparent;--bs-alert-padding-x: 1rem;--bs-alert-padding-y: 1rem;--bs-alert-margin-bottom: 1rem;--bs-alert-color: inherit;--bs-alert-border-color: transparent;--bs-alert-border: var(--bs-border-width) solid var(--bs-alert-border-color);--bs-alert-border-radius: var(--bs-border-radius);--bs-alert-link-color: inherit;position:relative;padding:var(--bs-alert-padding-y) var(--bs-alert-padding-x);margin-bottom:var(--bs-alert-margin-bottom);color:var(--bs-alert-color);background-color:var(--bs-alert-bg);border:var(--bs-alert-border);border-radius:var(--bs-alert-border-radius)}.alert-heading{color:inherit}.alert-link{font-weight:700;color:var(--bs-alert-link-color)}.alert-dismissible{padding-right:3rem}.alert-dismissible .btn-close{position:absolute;top:0;right:0;z-index:2;padding:1.25rem 1rem}.alert-primary{--bs-alert-color: var(--bs-primary-text-emphasis);--bs-alert-bg: var(--bs-primary-bg-subtle);--bs-alert-border-color: var(--bs-primary-border-subtle);--bs-alert-link-color: var(--bs-primary-text-emphasis)}.alert-secondary{--bs-alert-color: var(--bs-secondary-text-emphasis);--bs-alert-bg: var(--bs-secondary-bg-subtle);--bs-alert-border-color: var(--bs-secondary-border-subtle);--bs-alert-link-color: var(--bs-secondary-text-emphasis)}.alert-success{--bs-alert-color: var(--bs-success-text-emphasis);--bs-alert-bg: var(--bs-success-bg-subtle);--bs-alert-border-color: var(--bs-success-border-subtle);--bs-alert-link-color: var(--bs-success-text-emphasis)}.alert-info{--bs-alert-color: var(--bs-info-text-emphasis);--bs-alert-bg: var(--bs-info-bg-subtle);--bs-alert-border-color: var(--bs-info-border-subtle);--bs-alert-link-color: var(--bs-info-text-emphasis)}.alert-warning{--bs-alert-color: var(--bs-warning-text-emphasis);--bs-alert-bg: var(--bs-warning-bg-subtle);--bs-alert-border-color: var(--bs-warning-border-subtle);--bs-alert-link-color: var(--bs-warning-text-emphasis)}.alert-danger{--bs-alert-color: var(--bs-danger-text-emphasis);--bs-alert-bg: var(--bs-danger-bg-subtle);--bs-alert-border-color: var(--bs-danger-border-subtle);--bs-alert-link-color: var(--bs-danger-text-emphasis)}.alert-light{--bs-alert-color: var(--bs-light-text-emphasis);--bs-alert-bg: var(--bs-light-bg-subtle);--bs-alert-border-color: var(--bs-light-border-subtle);--bs-alert-link-color: var(--bs-light-text-emphasis)}.alert-dark{--bs-alert-color: var(--bs-dark-text-emphasis);--bs-alert-bg: var(--bs-dark-bg-subtle);--bs-alert-border-color: var(--bs-dark-border-subtle);--bs-alert-link-color: var(--bs-dark-text-emphasis)}@keyframes progress-bar-stripes{0%{background-position-x:1rem}}.progress,.progress-stacked{--bs-progress-height: 1rem;--bs-progress-font-size:0.75rem;--bs-progress-bg: var(--bs-secondary-bg);--bs-progress-border-radius: var(--bs-border-radius);--bs-progress-box-shadow: var(--bs-box-shadow-inset);--bs-progress-bar-color: #fff;--bs-progress-bar-bg: #0d6efd;--bs-progress-bar-transition: width 0.6s ease;display:flex;height:var(--bs-progress-height);overflow:hidden;font-size:var(--bs-progress-font-size);background-color:var(--bs-progress-bg);border-radius:var(--bs-progress-border-radius)}.progress-bar{display:flex;flex-direction:column;justify-content:center;overflow:hidden;color:var(--bs-progress-bar-color);text-align:center;white-space:nowrap;background-color:var(--bs-progress-bar-bg);transition:var(--bs-progress-bar-transition)}@media(prefers-reduced-motion: reduce){.progress-bar{transition:none}}.progress-bar-striped{background-image:linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);background-size:var(--bs-progress-height) var(--bs-progress-height)}.progress-stacked>.progress{overflow:visible}.progress-stacked>.progress>.progress-bar{width:100%}.progress-bar-animated{animation:1s linear infinite progress-bar-stripes}@media(prefers-reduced-motion: reduce){.progress-bar-animated{animation:none}}.list-group{--bs-list-group-color: var(--bs-body-color);--bs-list-group-bg: var(--bs-body-bg);--bs-list-group-border-color: var(--bs-border-color);--bs-list-group-border-width: var(--bs-border-width);--bs-list-group-border-radius: var(--bs-border-radius);--bs-list-group-item-padding-x: 1rem;--bs-list-group-item-padding-y: 0.5rem;--bs-list-group-action-color: var(--bs-secondary-color);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-tertiary-bg);--bs-list-group-action-active-color: var(--bs-body-color);--bs-list-group-action-active-bg: var(--bs-secondary-bg);--bs-list-group-disabled-color: var(--bs-secondary-color);--bs-list-group-disabled-bg: var(--bs-body-bg);--bs-list-group-active-color: #fff;--bs-list-group-active-bg: #0d6efd;--bs-list-group-active-border-color: #0d6efd;display:flex;flex-direction:column;padding-left:0;margin-bottom:0;border-radius:var(--bs-list-group-border-radius)}.list-group-numbered{list-style-type:none;counter-reset:section}.list-group-numbered>.list-group-item::before{content:counters(section, ".") ". ";counter-increment:section}.list-group-item-action{width:100%;color:var(--bs-list-group-action-color);text-align:inherit}.list-group-item-action:hover,.list-group-item-action:focus{z-index:1;color:var(--bs-list-group-action-hover-color);text-decoration:none;background-color:var(--bs-list-group-action-hover-bg)}.list-group-item-action:active{color:var(--bs-list-group-action-active-color);background-color:var(--bs-list-group-action-active-bg)}.list-group-item{position:relative;display:block;padding:var(--bs-list-group-item-padding-y) var(--bs-list-group-item-padding-x);color:var(--bs-list-group-color);text-decoration:none;background-color:var(--bs-list-group-bg);border:var(--bs-list-group-border-width) solid var(--bs-list-group-border-color)}.list-group-item:first-child{border-top-left-radius:inherit;border-top-right-radius:inherit}.list-group-item:last-child{border-bottom-right-radius:inherit;border-bottom-left-radius:inherit}.list-group-item.disabled,.list-group-item:disabled{color:var(--bs-list-group-disabled-color);pointer-events:none;background-color:var(--bs-list-group-disabled-bg)}.list-group-item.active{z-index:2;color:var(--bs-list-group-active-color);background-color:var(--bs-list-group-active-bg);border-color:var(--bs-list-group-active-border-color)}.list-group-item+.list-group-item{border-top-width:0}.list-group-item+.list-group-item.active{margin-top:calc(-1*var(--bs-list-group-border-width));border-top-width:var(--bs-list-group-border-width)}.list-group-horizontal{flex-direction:row}.list-group-horizontal>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal>.list-group-item.active{margin-top:0}.list-group-horizontal>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}@media(min-width: 576px){.list-group-horizontal-sm{flex-direction:row}.list-group-horizontal-sm>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-sm>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-sm>.list-group-item.active{margin-top:0}.list-group-horizontal-sm>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-sm>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 768px){.list-group-horizontal-md{flex-direction:row}.list-group-horizontal-md>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-md>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-md>.list-group-item.active{margin-top:0}.list-group-horizontal-md>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-md>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 992px){.list-group-horizontal-lg{flex-direction:row}.list-group-horizontal-lg>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-lg>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-lg>.list-group-item.active{margin-top:0}.list-group-horizontal-lg>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-lg>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 1200px){.list-group-horizontal-xl{flex-direction:row}.list-group-horizontal-xl>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-xl>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-xl>.list-group-item.active{margin-top:0}.list-group-horizontal-xl>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-xl>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 1400px){.list-group-horizontal-xxl{flex-direction:row}.list-group-horizontal-xxl>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-xxl>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-xxl>.list-group-item.active{margin-top:0}.list-group-horizontal-xxl>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-xxl>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}.list-group-flush{border-radius:0}.list-group-flush>.list-group-item{border-width:0 0 var(--bs-list-group-border-width)}.list-group-flush>.list-group-item:last-child{border-bottom-width:0}.list-group-item-primary{--bs-list-group-color: var(--bs-primary-text-emphasis);--bs-list-group-bg: var(--bs-primary-bg-subtle);--bs-list-group-border-color: var(--bs-primary-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-primary-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-primary-border-subtle);--bs-list-group-active-color: var(--bs-primary-bg-subtle);--bs-list-group-active-bg: var(--bs-primary-text-emphasis);--bs-list-group-active-border-color: var(--bs-primary-text-emphasis)}.list-group-item-secondary{--bs-list-group-color: var(--bs-secondary-text-emphasis);--bs-list-group-bg: var(--bs-secondary-bg-subtle);--bs-list-group-border-color: var(--bs-secondary-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-secondary-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-secondary-border-subtle);--bs-list-group-active-color: var(--bs-secondary-bg-subtle);--bs-list-group-active-bg: var(--bs-secondary-text-emphasis);--bs-list-group-active-border-color: var(--bs-secondary-text-emphasis)}.list-group-item-success{--bs-list-group-color: var(--bs-success-text-emphasis);--bs-list-group-bg: var(--bs-success-bg-subtle);--bs-list-group-border-color: var(--bs-success-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-success-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-success-border-subtle);--bs-list-group-active-color: var(--bs-success-bg-subtle);--bs-list-group-active-bg: var(--bs-success-text-emphasis);--bs-list-group-active-border-color: var(--bs-success-text-emphasis)}.list-group-item-info{--bs-list-group-color: var(--bs-info-text-emphasis);--bs-list-group-bg: var(--bs-info-bg-subtle);--bs-list-group-border-color: var(--bs-info-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-info-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-info-border-subtle);--bs-list-group-active-color: var(--bs-info-bg-subtle);--bs-list-group-active-bg: var(--bs-info-text-emphasis);--bs-list-group-active-border-color: var(--bs-info-text-emphasis)}.list-group-item-warning{--bs-list-group-color: var(--bs-warning-text-emphasis);--bs-list-group-bg: var(--bs-warning-bg-subtle);--bs-list-group-border-color: var(--bs-warning-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-warning-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-warning-border-subtle);--bs-list-group-active-color: var(--bs-warning-bg-subtle);--bs-list-group-active-bg: var(--bs-warning-text-emphasis);--bs-list-group-active-border-color: var(--bs-warning-text-emphasis)}.list-group-item-danger{--bs-list-group-color: var(--bs-danger-text-emphasis);--bs-list-group-bg: var(--bs-danger-bg-subtle);--bs-list-group-border-color: var(--bs-danger-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-danger-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-danger-border-subtle);--bs-list-group-active-color: var(--bs-danger-bg-subtle);--bs-list-group-active-bg: var(--bs-danger-text-emphasis);--bs-list-group-active-border-color: var(--bs-danger-text-emphasis)}.list-group-item-light{--bs-list-group-color: var(--bs-light-text-emphasis);--bs-list-group-bg: var(--bs-light-bg-subtle);--bs-list-group-border-color: var(--bs-light-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-light-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-light-border-subtle);--bs-list-group-active-color: var(--bs-light-bg-subtle);--bs-list-group-active-bg: var(--bs-light-text-emphasis);--bs-list-group-active-border-color: var(--bs-light-text-emphasis)}.list-group-item-dark{--bs-list-group-color: var(--bs-dark-text-emphasis);--bs-list-group-bg: var(--bs-dark-bg-subtle);--bs-list-group-border-color: var(--bs-dark-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-dark-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-dark-border-subtle);--bs-list-group-active-color: var(--bs-dark-bg-subtle);--bs-list-group-active-bg: var(--bs-dark-text-emphasis);--bs-list-group-active-border-color: var(--bs-dark-text-emphasis)}.btn-close{--bs-btn-close-color: #000;--bs-btn-close-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%23000'%3e%3cpath d='M.293.293a1 1 0 0 1 1.414 0L8 6.586 14.293.293a1 1 0 1 1 1.414 1.414L9.414 8l6.293 6.293a1 1 0 0 1-1.414 1.414L8 9.414l-6.293 6.293a1 1 0 0 1-1.414-1.414L6.586 8 .293 1.707a1 1 0 0 1 0-1.414z'/%3e%3c/svg%3e");--bs-btn-close-opacity: 0.5;--bs-btn-close-hover-opacity: 0.75;--bs-btn-close-focus-shadow: 0 0 0 0.25rem rgba(13, 110, 253, 0.25);--bs-btn-close-focus-opacity: 1;--bs-btn-close-disabled-opacity: 0.25;--bs-btn-close-white-filter: invert(1) grayscale(100%) brightness(200%);box-sizing:content-box;width:1em;height:1em;padding:.25em .25em;color:var(--bs-btn-close-color);background:rgba(0,0,0,0) var(--bs-btn-close-bg) center/1em auto no-repeat;border:0;border-radius:.375rem;opacity:var(--bs-btn-close-opacity)}.btn-close:hover{color:var(--bs-btn-close-color);text-decoration:none;opacity:var(--bs-btn-close-hover-opacity)}.btn-close:focus{outline:0;box-shadow:var(--bs-btn-close-focus-shadow);opacity:var(--bs-btn-close-focus-opacity)}.btn-close:disabled,.btn-close.disabled{pointer-events:none;user-select:none;opacity:var(--bs-btn-close-disabled-opacity)}.btn-close-white{filter:var(--bs-btn-close-white-filter)}[data-bs-theme=dark] .btn-close{filter:var(--bs-btn-close-white-filter)}.toast{--bs-toast-zindex: 1090;--bs-toast-padding-x: 0.75rem;--bs-toast-padding-y: 0.5rem;--bs-toast-spacing: 1.5rem;--bs-toast-max-width: 350px;--bs-toast-font-size:0.875rem;--bs-toast-color: ;--bs-toast-bg: rgba(var(--bs-body-bg-rgb), 0.85);--bs-toast-border-width: var(--bs-border-width);--bs-toast-border-color: var(--bs-border-color-translucent);--bs-toast-border-radius: var(--bs-border-radius);--bs-toast-box-shadow: var(--bs-box-shadow);--bs-toast-header-color: var(--bs-secondary-color);--bs-toast-header-bg: rgba(var(--bs-body-bg-rgb), 0.85);--bs-toast-header-border-color: var(--bs-border-color-translucent);width:var(--bs-toast-max-width);max-width:100%;font-size:var(--bs-toast-font-size);color:var(--bs-toast-color);pointer-events:auto;background-color:var(--bs-toast-bg);background-clip:padding-box;border:var(--bs-toast-border-width) solid var(--bs-toast-border-color);box-shadow:var(--bs-toast-box-shadow);border-radius:var(--bs-toast-border-radius)}.toast.showing{opacity:0}.toast:not(.show){display:none}.toast-container{--bs-toast-zindex: 1090;position:absolute;z-index:var(--bs-toast-zindex);width:max-content;max-width:100%;pointer-events:none}.toast-container>:not(:last-child){margin-bottom:var(--bs-toast-spacing)}.toast-header{display:flex;align-items:center;padding:var(--bs-toast-padding-y) var(--bs-toast-padding-x);color:var(--bs-toast-header-color);background-color:var(--bs-toast-header-bg);background-clip:padding-box;border-bottom:var(--bs-toast-border-width) solid var(--bs-toast-header-border-color);border-top-left-radius:calc(var(--bs-toast-border-radius) - var(--bs-toast-border-width));border-top-right-radius:calc(var(--bs-toast-border-radius) - var(--bs-toast-border-width))}.toast-header .btn-close{margin-right:calc(-0.5*var(--bs-toast-padding-x));margin-left:var(--bs-toast-padding-x)}.toast-body{padding:var(--bs-toast-padding-x);word-wrap:break-word}.modal{--bs-modal-zindex: 1055;--bs-modal-width: 500px;--bs-modal-padding: 1rem;--bs-modal-margin: 0.5rem;--bs-modal-color: ;--bs-modal-bg: var(--bs-body-bg);--bs-modal-border-color: var(--bs-border-color-translucent);--bs-modal-border-width: var(--bs-border-width);--bs-modal-border-radius: var(--bs-border-radius-lg);--bs-modal-box-shadow: var(--bs-box-shadow-sm);--bs-modal-inner-border-radius: calc(var(--bs-border-radius-lg) - (var(--bs-border-width)));--bs-modal-header-padding-x: 1rem;--bs-modal-header-padding-y: 1rem;--bs-modal-header-padding: 1rem 1rem;--bs-modal-header-border-color: var(--bs-border-color);--bs-modal-header-border-width: var(--bs-border-width);--bs-modal-title-line-height: 1.5;--bs-modal-footer-gap: 0.5rem;--bs-modal-footer-bg: ;--bs-modal-footer-border-color: var(--bs-border-color);--bs-modal-footer-border-width: var(--bs-border-width);position:fixed;top:0;left:0;z-index:var(--bs-modal-zindex);display:none;width:100%;height:100%;overflow-x:hidden;overflow-y:auto;outline:0}.modal-dialog{position:relative;width:auto;margin:var(--bs-modal-margin);pointer-events:none}.modal.fade .modal-dialog{transition:transform .3s ease-out;transform:translate(0, -50px)}@media(prefers-reduced-motion: reduce){.modal.fade .modal-dialog{transition:none}}.modal.show .modal-dialog{transform:none}.modal.modal-static .modal-dialog{transform:scale(1.02)}.modal-dialog-scrollable{height:calc(100% - var(--bs-modal-margin)*2)}.modal-dialog-scrollable .modal-content{max-height:100%;overflow:hidden}.modal-dialog-scrollable .modal-body{overflow-y:auto}.modal-dialog-centered{display:flex;align-items:center;min-height:calc(100% - var(--bs-modal-margin)*2)}.modal-content{position:relative;display:flex;flex-direction:column;width:100%;color:var(--bs-modal-color);pointer-events:auto;background-color:var(--bs-modal-bg);background-clip:padding-box;border:var(--bs-modal-border-width) solid var(--bs-modal-border-color);border-radius:var(--bs-modal-border-radius);outline:0}.modal-backdrop{--bs-backdrop-zindex: 1050;--bs-backdrop-bg: #000;--bs-backdrop-opacity: 0.5;position:fixed;top:0;left:0;z-index:var(--bs-backdrop-zindex);width:100vw;height:100vh;background-color:var(--bs-backdrop-bg)}.modal-backdrop.fade{opacity:0}.modal-backdrop.show{opacity:var(--bs-backdrop-opacity)}.modal-header{display:flex;flex-shrink:0;align-items:center;justify-content:space-between;padding:var(--bs-modal-header-padding);border-bottom:var(--bs-modal-header-border-width) solid var(--bs-modal-header-border-color);border-top-left-radius:var(--bs-modal-inner-border-radius);border-top-right-radius:var(--bs-modal-inner-border-radius)}.modal-header .btn-close{padding:calc(var(--bs-modal-header-padding-y)*.5) calc(var(--bs-modal-header-padding-x)*.5);margin:calc(-0.5*var(--bs-modal-header-padding-y)) calc(-0.5*var(--bs-modal-header-padding-x)) calc(-0.5*var(--bs-modal-header-padding-y)) auto}.modal-title{margin-bottom:0;line-height:var(--bs-modal-title-line-height)}.modal-body{position:relative;flex:1 1 auto;padding:var(--bs-modal-padding)}.modal-footer{display:flex;flex-shrink:0;flex-wrap:wrap;align-items:center;justify-content:flex-end;padding:calc(var(--bs-modal-padding) - var(--bs-modal-footer-gap)*.5);background-color:var(--bs-modal-footer-bg);border-top:var(--bs-modal-footer-border-width) solid var(--bs-modal-footer-border-color);border-bottom-right-radius:var(--bs-modal-inner-border-radius);border-bottom-left-radius:var(--bs-modal-inner-border-radius)}.modal-footer>*{margin:calc(var(--bs-modal-footer-gap)*.5)}@media(min-width: 576px){.modal{--bs-modal-margin: 1.75rem;--bs-modal-box-shadow: var(--bs-box-shadow)}.modal-dialog{max-width:var(--bs-modal-width);margin-right:auto;margin-left:auto}.modal-sm{--bs-modal-width: 300px}}@media(min-width: 992px){.modal-lg,.modal-xl{--bs-modal-width: 800px}}@media(min-width: 1200px){.modal-xl{--bs-modal-width: 1140px}}.modal-fullscreen{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen .modal-content{height:100%;border:0;border-radius:0}.modal-fullscreen .modal-header,.modal-fullscreen .modal-footer{border-radius:0}.modal-fullscreen .modal-body{overflow-y:auto}@media(max-width: 575.98px){.modal-fullscreen-sm-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-sm-down .modal-content{height:100%;border:0;border-radius:0}.modal-fullscreen-sm-down .modal-header,.modal-fullscreen-sm-down .modal-footer{border-radius:0}.modal-fullscreen-sm-down .modal-body{overflow-y:auto}}@media(max-width: 767.98px){.modal-fullscreen-md-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-md-down .modal-content{height:100%;border:0;border-radius:0}.modal-fullscreen-md-down .modal-header,.modal-fullscreen-md-down .modal-footer{border-radius:0}.modal-fullscreen-md-down .modal-body{overflow-y:auto}}@media(max-width: 991.98px){.modal-fullscreen-lg-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-lg-down .modal-content{height:100%;border:0;border-radius:0}.modal-fullscreen-lg-down .modal-header,.modal-fullscreen-lg-down .modal-footer{border-radius:0}.modal-fullscreen-lg-down .modal-body{overflow-y:auto}}@media(max-width: 1199.98px){.modal-fullscreen-xl-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-xl-down .modal-content{height:100%;border:0;border-radius:0}.modal-fullscreen-xl-down .modal-header,.modal-fullscreen-xl-down .modal-footer{border-radius:0}.modal-fullscreen-xl-down .modal-body{overflow-y:auto}}@media(max-width: 1399.98px){.modal-fullscreen-xxl-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-xxl-down .modal-content{height:100%;border:0;border-radius:0}.modal-fullscreen-xxl-down .modal-header,.modal-fullscreen-xxl-down .modal-footer{border-radius:0}.modal-fullscreen-xxl-down .modal-body{overflow-y:auto}}.tooltip{--bs-tooltip-zindex: 1080;--bs-tooltip-max-width: 200px;--bs-tooltip-padding-x: 0.5rem;--bs-tooltip-padding-y: 0.25rem;--bs-tooltip-margin: ;--bs-tooltip-font-size:0.875rem;--bs-tooltip-color: var(--bs-body-bg);--bs-tooltip-bg: var(--bs-emphasis-color);--bs-tooltip-border-radius: var(--bs-border-radius);--bs-tooltip-opacity: 0.9;--bs-tooltip-arrow-width: 0.8rem;--bs-tooltip-arrow-height: 0.4rem;z-index:var(--bs-tooltip-zindex);display:block;margin:var(--bs-tooltip-margin);font-family:var(--bs-font-sans-serif);font-style:normal;font-weight:400;line-height:1.5;text-align:left;text-align:start;text-decoration:none;text-shadow:none;text-transform:none;letter-spacing:normal;word-break:normal;white-space:normal;word-spacing:normal;line-break:auto;font-size:var(--bs-tooltip-font-size);word-wrap:break-word;opacity:0}.tooltip.show{opacity:var(--bs-tooltip-opacity)}.tooltip .tooltip-arrow{display:block;width:var(--bs-tooltip-arrow-width);height:var(--bs-tooltip-arrow-height)}.tooltip .tooltip-arrow::before{position:absolute;content:"";border-color:rgba(0,0,0,0);border-style:solid}.bs-tooltip-top 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.tooltip-arrow{top:calc(-1*var(--bs-tooltip-arrow-height))}.bs-tooltip-bottom .tooltip-arrow::before,.bs-tooltip-auto[data-popper-placement^=bottom] .tooltip-arrow::before{bottom:-1px;border-width:0 calc(var(--bs-tooltip-arrow-width)*.5) var(--bs-tooltip-arrow-height);border-bottom-color:var(--bs-tooltip-bg)}.bs-tooltip-start .tooltip-arrow,.bs-tooltip-auto[data-popper-placement^=left] .tooltip-arrow{right:calc(-1*var(--bs-tooltip-arrow-height));width:var(--bs-tooltip-arrow-height);height:var(--bs-tooltip-arrow-width)}.bs-tooltip-start .tooltip-arrow::before,.bs-tooltip-auto[data-popper-placement^=left] .tooltip-arrow::before{left:-1px;border-width:calc(var(--bs-tooltip-arrow-width)*.5) 0 calc(var(--bs-tooltip-arrow-width)*.5) var(--bs-tooltip-arrow-height);border-left-color:var(--bs-tooltip-bg)}.tooltip-inner{max-width:var(--bs-tooltip-max-width);padding:var(--bs-tooltip-padding-y) 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diff --git a/assets/themetoggle.js b/assets/themetoggle.js
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-    <header id="top" class="navbar navbar-expand-md navbar-light bg-white top-nav incubator"><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
+    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="favicon-16x16.png"><link rel="manifest" href="site.webmanifest"><link rel="mask-icon" href="safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" media="(prefers-color-scheme: light)" content="white"><meta name="theme-color" media="(prefers-color-scheme: dark)" content="black"></head><body>
+    <header id="top" class="navbar navbar-expand-md top-nav incubator"><svg xmlns="http://www.w3.org/2000/svg" class="d-none"><symbol id="check2" viewbox="0 0 16 16"><path d="M13.854 3.646a.5.5 0 0 1 0 .708l-7 7a.5.5 0 0 1-.708 0l-3.5-3.5a.5.5 0 1 1 .708-.708L6.5 10.293l6.646-6.647a.5.5 0 0 1 .708 0z"></path></symbol><symbol id="circle-half" viewbox="0 0 16 16"><path d="M8 15A7 7 0 1 0 8 1v14zm0 1A8 8 0 1 1 8 0a8 8 0 0 1 0 16z"></path></symbol><symbol id="moon-stars-fill" viewbox="0 0 16 16"><path d="M6 .278a.768.768 0 0 1 .08.858 7.208 7.208 0 0 0-.878 3.46c0 4.021 3.278 7.277 7.318 7.277.527 0 1.04-.055 1.533-.16a.787.787 0 0 1 .81.316.733.733 0 0 1-.031.893A8.349 8.349 0 0 1 8.344 16C3.734 16 0 12.286 0 7.71 0 4.266 2.114 1.312 5.124.06A.752.752 0 0 1 6 .278z"></path><path d="M10.794 3.148a.217.217 0 0 1 .412 0l.387 1.162c.173.518.579.924 1.097 1.097l1.162.387a.217.217 0 0 1 0 .412l-1.162.387a1.734 1.734 0 0 0-1.097 1.097l-.387 1.162a.217.217 0 0 1-.412 0l-.387-1.162A1.734 1.734 0 0 0 9.31 6.593l-1.162-.387a.217.217 0 0 1 0-.412l1.162-.387a1.734 1.734 0 0 0 1.097-1.097l.387-1.162zM13.863.099a.145.145 0 0 1 .274 0l.258.774c.115.346.386.617.732.732l.774.258a.145.145 0 0 1 0 .274l-.774.258a1.156 1.156 0 0 0-.732.732l-.258.774a.145.145 0 0 1-.274 0l-.258-.774a1.156 1.156 0 0 0-.732-.732l-.774-.258a.145.145 0 0 1 0-.274l.774-.258c.346-.115.617-.386.732-.732L13.863.1z"></path></symbol><symbol id="sun-fill" viewbox="0 0 16 16"><path d="M8 12a4 4 0 1 0 0-8 4 4 0 0 0 0 8zM8 0a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 0zm0 13a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 13zm8-5a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2a.5.5 0 0 1 .5.5zM3 8a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2A.5.5 0 0 1 3 8zm10.657-5.657a.5.5 0 0 1 0 .707l-1.414 1.415a.5.5 0 1 1-.707-.708l1.414-1.414a.5.5 0 0 1 .707 0zm-9.193 9.193a.5.5 0 0 1 0 .707L3.05 13.657a.5.5 0 0 1-.707-.707l1.414-1.414a.5.5 0 0 1 .707 0zm9.193 2.121a.5.5 0 0 1-.707 0l-1.414-1.414a.5.5 0 0 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .707zM4.464 4.465a.5.5 0 0 1-.707 0L2.343 3.05a.5.5 0 1 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .708z"></path></symbol></svg><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
   <div class="container-fluid top-nav-container">
-    <div class="col-md-6">
+    <div class="col-md-8">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="background-color: #FFC700; border-radius: 5px">
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
-            Alpha
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
+        <img id="incubator-logo" alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><span class="badge text-bg-warning">
+          <abbr title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.">
+            <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link">
+              <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
+              Alpha
+            </a>
+            <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
+          </abbr>
+        </span>
         
       </div>
     </div>
     <div class="selector-container">
+      <div id="theme-selector">
+        <li class="nav-item dropdown" id="theme-button-list">
+          <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+            <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><i data-feather="chevron-down"></i>
+          </button>
+          <ul class="dropdown-menu dropdown-menu-end" aria-labelledby="bd-theme-text"><li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                Light
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                Dark
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                Auto
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+          </ul></li>
+      </div>
       
-      
-      <div class="dropdown">
+      <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Learner View <i data-feather="chevron-down"></i>
         </button>
@@ -39,7 +65,7 @@
         </ul></div>
     </div>
   </div>
-  <hr></header><nav class="navbar navbar-expand-xl navbar-light bg-white bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
+  <hr></header><nav class="navbar navbar-expand-xl bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle Navigation">
       <span class="navbar-toggler-icon"></span>
       <span class="menu-title">Menu</span>
@@ -86,7 +112,7 @@
       </fieldset>
     </form>
     -->
-    <a class="btn btn-primary" href="aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
+    <a id="search-button" class="btn btn-primary" href="aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
   </div><!--/div.container-fluid -->
 </nav><div class="col-md-12 mobile-title">
   Python for Humanities
@@ -108,6 +134,33 @@
           <i class="search-icon" data-feather="x" role="img"></i>
         </button>
         <div class="sidebar-inner">
+          <div class="row mobile-row" id="theme-row-mobile">
+            <div class="col" id="theme-selector">
+              <li class="nav-item dropdown" id="theme-button-list">
+                <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+                  <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><span class="d-lg-none ms-1" id="bd-theme-text">Toggle Theme</span>
+                </button>
+                <ul class="dropdown-menu dropdown-menu-right" aria-labelledby="bd-theme-text"><li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                      Light
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                      Dark
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                      <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                      Auto
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                </ul></li>
+            </div>
+          </div>
           <div class="row mobile-row">
             <div class="col">
               <div class="sidenav-view-selector">
@@ -339,7 +392,7 @@ <h1>Discussion</h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.4" class="external-link">sandpaper (0.16.4)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.2" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -362,32 +415,26 @@ <h1>Discussion</h1>
   "identifier": "https://carpentries-incubator.github.io/python-humanities-lesson/discuss.html",
   "dateCreated": "2024-02-13",
   "dateModified": "2024-02-13",
-  "datePublished": "2024-06-18"
+  "datePublished": "2024-06-25"
 }
 
   </script><script>
 		feather.replace();
-	</script><!-- Matomo
-    2022-11-07: we have gotten a notification that we have an overage for our
-    tracking and I'm pretty sure this has to do with Workbench usage.
-    Considering that I am not _currently_ using this tracking because I do not
-    yet know how to access the data, I am turning this off for now.
-  <script>
-    var _paq = window._paq = window._paq || [];
-    /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
-    _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
-    _paq.push(["setDomains", ["*.preview.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
-    _paq.push(["setDoNotTrack", true]);
-    _paq.push(["disableCookies"]);
-    _paq.push(['trackPageView']);
-    _paq.push(['enableLinkTracking']);
-    (function() {
-          var u="https://carpentries.matomo.cloud/";
-          _paq.push(['setTrackerUrl', u+'matomo.php']);
-          _paq.push(['setSiteId', '1']);
-          var d=document, g=d.createElement('script'), s=d.getElementsByTagName('script')[0];
-          g.async=true; g.src='https://cdn.matomo.cloud/carpentries.matomo.cloud/matomo.js'; s.parentNode.insertBefore(g,s);
-        })();
-  </script>
-  End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
+	</script><!-- Matomo --><script>
+          var _paq = window._paq = window._paq || [];
+          /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
+          _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
+          _paq.push(["setDomains", ["*.lessons.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
+          _paq.push(["setDoNotTrack", true]);
+          _paq.push(["disableCookies"]);
+          _paq.push(["trackPageView"]);
+          _paq.push(["enableLinkTracking"]);
+          (function() {
+              var u="https://matomo.carpentries.org/";
+              _paq.push(["setTrackerUrl", u+"matomo.php"]);
+              _paq.push(["setSiteId", "1"]);
+              var d=document, g=d.createElement("script"), s=d.getElementsByTagName("script")[0];
+              g.async=true; g.src="https://matomo.carpentries.org/matomo.js"; s.parentNode.insertBefore(g,s);
+          })();
+        </script><!-- End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
 
diff --git a/images.html b/images.html
index 803802fd..9f251d9c 100644
--- a/images.html
+++ b/images.html
@@ -1,11 +1,11 @@
 <!DOCTYPE html>
-<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en">
+<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en" data-bs-theme="auto">
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
 <meta charset="utf-8">
 <title>Python for Humanities: All Images</title>
 <meta name="viewport" content="width=device-width, initial-scale=1">
-<link rel="stylesheet" type="text/css" href="assets/styles.css">
+<script src="assets/themetoggle.js"></script><link rel="stylesheet" type="text/css" href="assets/styles.css">
 <script src="assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
     MathJax.Hub.Config({
       config: ["MMLorHTML.js"],
@@ -26,27 +26,56 @@
 <link rel="manifest" href="site.webmanifest">
 <link rel="mask-icon" href="safari-pinned-tab.svg" color="#5bbad5">
 <meta name="msapplication-TileColor" content="#da532c">
-<meta name="theme-color" content="#ffffff">
+<meta name="theme-color" media="(prefers-color-scheme: light)" content="white">
+<meta name="theme-color" media="(prefers-color-scheme: dark)" content="black">
 </head>
 <body>
-    <header id="top" class="navbar navbar-expand-md navbar-light bg-white top-nav incubator"><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
+    <header id="top" class="navbar navbar-expand-md top-nav incubator"><svg xmlns="http://www.w3.org/2000/svg" class="d-none"><symbol id="check2" viewbox="0 0 16 16"><path d="M13.854 3.646a.5.5 0 0 1 0 .708l-7 7a.5.5 0 0 1-.708 0l-3.5-3.5a.5.5 0 1 1 .708-.708L6.5 10.293l6.646-6.647a.5.5 0 0 1 .708 0z"></path></symbol><symbol id="circle-half" viewbox="0 0 16 16"><path d="M8 15A7 7 0 1 0 8 1v14zm0 1A8 8 0 1 1 8 0a8 8 0 0 1 0 16z"></path></symbol><symbol id="moon-stars-fill" viewbox="0 0 16 16"><path d="M6 .278a.768.768 0 0 1 .08.858 7.208 7.208 0 0 0-.878 3.46c0 4.021 3.278 7.277 7.318 7.277.527 0 1.04-.055 1.533-.16a.787.787 0 0 1 .81.316.733.733 0 0 1-.031.893A8.349 8.349 0 0 1 8.344 16C3.734 16 0 12.286 0 7.71 0 4.266 2.114 1.312 5.124.06A.752.752 0 0 1 6 .278z"></path><path d="M10.794 3.148a.217.217 0 0 1 .412 0l.387 1.162c.173.518.579.924 1.097 1.097l1.162.387a.217.217 0 0 1 0 .412l-1.162.387a1.734 1.734 0 0 0-1.097 1.097l-.387 1.162a.217.217 0 0 1-.412 0l-.387-1.162A1.734 1.734 0 0 0 9.31 6.593l-1.162-.387a.217.217 0 0 1 0-.412l1.162-.387a1.734 1.734 0 0 0 1.097-1.097l.387-1.162zM13.863.099a.145.145 0 0 1 .274 0l.258.774c.115.346.386.617.732.732l.774.258a.145.145 0 0 1 0 .274l-.774.258a1.156 1.156 0 0 0-.732.732l-.258.774a.145.145 0 0 1-.274 0l-.258-.774a1.156 1.156 0 0 0-.732-.732l-.774-.258a.145.145 0 0 1 0-.274l.774-.258c.346-.115.617-.386.732-.732L13.863.1z"></path></symbol><symbol id="sun-fill" viewbox="0 0 16 16"><path d="M8 12a4 4 0 1 0 0-8 4 4 0 0 0 0 8zM8 0a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 0zm0 13a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 13zm8-5a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2a.5.5 0 0 1 .5.5zM3 8a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2A.5.5 0 0 1 3 8zm10.657-5.657a.5.5 0 0 1 0 .707l-1.414 1.415a.5.5 0 1 1-.707-.708l1.414-1.414a.5.5 0 0 1 .707 0zm-9.193 9.193a.5.5 0 0 1 0 .707L3.05 13.657a.5.5 0 0 1-.707-.707l1.414-1.414a.5.5 0 0 1 .707 0zm9.193 2.121a.5.5 0 0 1-.707 0l-1.414-1.414a.5.5 0 0 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .707zM4.464 4.465a.5.5 0 0 1-.707 0L2.343 3.05a.5.5 0 1 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .708z"></path></symbol></svg><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
   <div class="container-fluid top-nav-container">
-    <div class="col-md-6">
+    <div class="col-md-8">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="background-color: #FFC700; border-radius: 5px">
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
-            Alpha
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
+        <img id="incubator-logo" alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><span class="badge text-bg-warning">
+          <abbr title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.">
+            <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link">
+              <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
+              Alpha
+            </a>
+            <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
+          </abbr>
+        </span>
         
       </div>
     </div>
     <div class="selector-container">
+      <div id="theme-selector">
+        <li class="nav-item dropdown" id="theme-button-list">
+          <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+            <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><i data-feather="chevron-down"></i>
+          </button>
+          <ul class="dropdown-menu dropdown-menu-end" aria-labelledby="bd-theme-text">
+<li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                Light
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                Dark
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                Auto
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+          </ul>
+</li>
+      </div>
       
-      
-      <div class="dropdown">
+      <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Learner View <i data-feather="chevron-down"></i>
         </button>
@@ -56,7 +85,7 @@
 </div>
     </div>
   </div>
-  <hr></header><nav class="navbar navbar-expand-xl navbar-light bg-white bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
+  <hr></header><nav class="navbar navbar-expand-xl bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle Navigation">
       <span class="navbar-toggler-icon"></span>
       <span class="menu-title">Menu</span>
@@ -109,7 +138,7 @@
       </fieldset>
     </form>
     -->
-    <a class="btn btn-primary" href="aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
+    <a id="search-button" class="btn btn-primary" href="aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
   </div>
 <!--/div.container-fluid -->
 </nav><div class="col-md-12 mobile-title">
@@ -132,6 +161,35 @@
           <i class="search-icon" data-feather="x" role="img"></i>
         </button>
         <div class="sidebar-inner">
+          <div class="row mobile-row" id="theme-row-mobile">
+            <div class="col" id="theme-selector">
+              <li class="nav-item dropdown" id="theme-button-list">
+                <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+                  <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><span class="d-lg-none ms-1" id="bd-theme-text">Toggle Theme</span>
+                </button>
+                <ul class="dropdown-menu dropdown-menu-right" aria-labelledby="bd-theme-text">
+<li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                      Light
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                      Dark
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                      <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                      Auto
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                </ul>
+</li>
+            </div>
+          </div>
           <div class="row mobile-row">
             <div class="col">
               <div class="sidenav-view-selector">
@@ -415,7 +473,7 @@ <h3 id="06-visualization-ggplot-python-figure-7">Figure 7</h3>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.4" class="external-link">sandpaper (0.16.4)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.2" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer>
 </div> <!-- / div.container -->
@@ -438,35 +496,29 @@ <h3 id="06-visualization-ggplot-python-figure-7">Figure 7</h3>
   "url": "https://carpentries-incubator.github.io/python-humanities-lesson/images.html",
   "identifier": "https://carpentries-incubator.github.io/python-humanities-lesson/images.html",
   "dateCreated": "2024-02-13",
-  "dateModified": "2024-06-18",
-  "datePublished": "2024-06-18"
+  "dateModified": "2024-06-25",
+  "datePublished": "2024-06-25"
 }
 
   </script><script>
 		feather.replace();
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-    _paq.push(["setDomains", ["*.preview.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
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-  End Matomo Code -->
+	</script><!-- Matomo --><script>
+          var _paq = window._paq = window._paq || [];
+          /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
+          _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
+          _paq.push(["setDomains", ["*.lessons.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
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+          _paq.push(["disableCookies"]);
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+        </script><!-- End Matomo Code -->
 </body>
 </html><!-- END:   inst/pkgdown/templates/layout.html-->
 
diff --git a/index.html b/index.html
index f9e1746d..8282317c 100644
--- a/index.html
+++ b/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Summary and Setup</title><meta name="viewport" content="width=device-width, initial-scale=1"><link rel="stylesheet" type="text/css" href="assets/styles.css"><script src="assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
+<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en" data-bs-theme="auto"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Summary and Setup</title><meta name="viewport" content="width=device-width, initial-scale=1"><script src="assets/themetoggle.js"></script><link rel="stylesheet" type="text/css" href="assets/styles.css"><script src="assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
     MathJax.Hub.Config({
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       jax: ["input/TeX","input/MathML","output/HTML-CSS","output/NativeMML", "output/PreviewHTML"],
@@ -13,25 +13,51 @@
         processEscapes: true
       }
     });
-    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="favicon-16x16.png"><link rel="manifest" href="site.webmanifest"><link rel="mask-icon" href="safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" content="#ffffff"></head><body>
-    <header id="top" class="navbar navbar-expand-md navbar-light bg-white top-nav incubator"><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
+    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="favicon-16x16.png"><link rel="manifest" href="site.webmanifest"><link rel="mask-icon" href="safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" media="(prefers-color-scheme: light)" content="white"><meta name="theme-color" media="(prefers-color-scheme: dark)" content="black"></head><body>
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       <div class="large-logo">
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-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
-            Alpha
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
+        <img id="incubator-logo" alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><span class="badge text-bg-warning">
+          <abbr title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.">
+            <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link">
+              <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
+              Alpha
+            </a>
+            <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
+          </abbr>
+        </span>
         
       </div>
     </div>
     <div class="selector-container">
+      <div id="theme-selector">
+        <li class="nav-item dropdown" id="theme-button-list">
+          <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+            <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><i data-feather="chevron-down"></i>
+          </button>
+          <ul class="dropdown-menu dropdown-menu-end" aria-labelledby="bd-theme-text"><li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                Light
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                Dark
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                Auto
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+          </ul></li>
+      </div>
       
-      
-      <div class="dropdown">
+      <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Learner View <i data-feather="chevron-down"></i>
         </button>
@@ -39,7 +65,7 @@
         </ul></div>
     </div>
   </div>
-  <hr></header><nav class="navbar navbar-expand-xl navbar-light bg-white bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
+  <hr></header><nav class="navbar navbar-expand-xl bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle Navigation">
       <span class="navbar-toggler-icon"></span>
       <span class="menu-title">Menu</span>
@@ -86,7 +112,7 @@
       </fieldset>
     </form>
     -->
-    <a class="btn btn-primary" href="aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
+    <a id="search-button" class="btn btn-primary" href="aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
   </div><!--/div.container-fluid -->
 </nav><div class="col-md-12 mobile-title">
   Python for Humanities
@@ -108,6 +134,33 @@
           <i class="search-icon" data-feather="x" role="img"></i>
         </button>
         <div class="sidebar-inner">
+          <div class="row mobile-row" id="theme-row-mobile">
+            <div class="col" id="theme-selector">
+              <li class="nav-item dropdown" id="theme-button-list">
+                <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+                  <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><span class="d-lg-none ms-1" id="bd-theme-text">Toggle Theme</span>
+                </button>
+                <ul class="dropdown-menu dropdown-menu-right" aria-labelledby="bd-theme-text"><li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                      Light
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                      Dark
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                      <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                      Auto
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                </ul></li>
+            </div>
+          </div>
           <div class="row mobile-row">
             <div class="col">
               <div class="sidenav-view-selector">
@@ -577,7 +630,7 @@ <h3 id="help-and-more-information">Help and more information<a class="anchor" ar
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.4" class="external-link">sandpaper (0.16.4)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.2" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -599,33 +652,27 @@ <h3 id="help-and-more-information">Help and more information<a class="anchor" ar
   "url": "https://carpentries-incubator.github.io/python-humanities-lesson/index.html",
   "identifier": "https://carpentries-incubator.github.io/python-humanities-lesson/index.html",
   "dateCreated": "2024-02-13",
-  "dateModified": "2024-06-18",
-  "datePublished": "2024-06-18"
+  "dateModified": "2024-06-25",
+  "datePublished": "2024-06-25"
 }
 
   </script><script>
 		feather.replace();
-	</script><!-- Matomo
-    2022-11-07: we have gotten a notification that we have an overage for our
-    tracking and I'm pretty sure this has to do with Workbench usage.
-    Considering that I am not _currently_ using this tracking because I do not
-    yet know how to access the data, I am turning this off for now.
-  <script>
-    var _paq = window._paq = window._paq || [];
-    /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
-    _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
-    _paq.push(["setDomains", ["*.preview.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
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-    _paq.push(["disableCookies"]);
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-  End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
+	</script><!-- Matomo --><script>
+          var _paq = window._paq = window._paq || [];
+          /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
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+          _paq.push(["setDomains", ["*.lessons.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
+          _paq.push(["setDoNotTrack", true]);
+          _paq.push(["disableCookies"]);
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+              g.async=true; g.src="https://matomo.carpentries.org/matomo.js"; s.parentNode.insertBefore(g,s);
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+        </script><!-- End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
 
diff --git a/instructor-notes.html b/instructor-notes.html
index f822802c..5b9b690e 100644
--- a/instructor-notes.html
+++ b/instructor-notes.html
@@ -1,11 +1,11 @@
 <!DOCTYPE html>
-<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en">
+<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en" data-bs-theme="auto">
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
 <meta charset="utf-8">
 <title>Python for Humanities: Instructor Notes</title>
 <meta name="viewport" content="width=device-width, initial-scale=1">
-<link rel="stylesheet" type="text/css" href="assets/styles.css">
+<script src="assets/themetoggle.js"></script><link rel="stylesheet" type="text/css" href="assets/styles.css">
 <script src="assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
     MathJax.Hub.Config({
       config: ["MMLorHTML.js"],
@@ -26,27 +26,56 @@
 <link rel="manifest" href="site.webmanifest">
 <link rel="mask-icon" href="safari-pinned-tab.svg" color="#5bbad5">
 <meta name="msapplication-TileColor" content="#da532c">
-<meta name="theme-color" content="#ffffff">
+<meta name="theme-color" media="(prefers-color-scheme: light)" content="white">
+<meta name="theme-color" media="(prefers-color-scheme: dark)" content="black">
 </head>
 <body>
-    <header id="top" class="navbar navbar-expand-md navbar-light bg-white top-nav incubator"><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
+    <header id="top" class="navbar navbar-expand-md top-nav incubator"><svg xmlns="http://www.w3.org/2000/svg" class="d-none"><symbol id="check2" viewbox="0 0 16 16"><path d="M13.854 3.646a.5.5 0 0 1 0 .708l-7 7a.5.5 0 0 1-.708 0l-3.5-3.5a.5.5 0 1 1 .708-.708L6.5 10.293l6.646-6.647a.5.5 0 0 1 .708 0z"></path></symbol><symbol id="circle-half" viewbox="0 0 16 16"><path d="M8 15A7 7 0 1 0 8 1v14zm0 1A8 8 0 1 1 8 0a8 8 0 0 1 0 16z"></path></symbol><symbol id="moon-stars-fill" viewbox="0 0 16 16"><path d="M6 .278a.768.768 0 0 1 .08.858 7.208 7.208 0 0 0-.878 3.46c0 4.021 3.278 7.277 7.318 7.277.527 0 1.04-.055 1.533-.16a.787.787 0 0 1 .81.316.733.733 0 0 1-.031.893A8.349 8.349 0 0 1 8.344 16C3.734 16 0 12.286 0 7.71 0 4.266 2.114 1.312 5.124.06A.752.752 0 0 1 6 .278z"></path><path d="M10.794 3.148a.217.217 0 0 1 .412 0l.387 1.162c.173.518.579.924 1.097 1.097l1.162.387a.217.217 0 0 1 0 .412l-1.162.387a1.734 1.734 0 0 0-1.097 1.097l-.387 1.162a.217.217 0 0 1-.412 0l-.387-1.162A1.734 1.734 0 0 0 9.31 6.593l-1.162-.387a.217.217 0 0 1 0-.412l1.162-.387a1.734 1.734 0 0 0 1.097-1.097l.387-1.162zM13.863.099a.145.145 0 0 1 .274 0l.258.774c.115.346.386.617.732.732l.774.258a.145.145 0 0 1 0 .274l-.774.258a1.156 1.156 0 0 0-.732.732l-.258.774a.145.145 0 0 1-.274 0l-.258-.774a1.156 1.156 0 0 0-.732-.732l-.774-.258a.145.145 0 0 1 0-.274l.774-.258c.346-.115.617-.386.732-.732L13.863.1z"></path></symbol><symbol id="sun-fill" viewbox="0 0 16 16"><path d="M8 12a4 4 0 1 0 0-8 4 4 0 0 0 0 8zM8 0a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 0zm0 13a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 13zm8-5a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2a.5.5 0 0 1 .5.5zM3 8a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2A.5.5 0 0 1 3 8zm10.657-5.657a.5.5 0 0 1 0 .707l-1.414 1.415a.5.5 0 1 1-.707-.708l1.414-1.414a.5.5 0 0 1 .707 0zm-9.193 9.193a.5.5 0 0 1 0 .707L3.05 13.657a.5.5 0 0 1-.707-.707l1.414-1.414a.5.5 0 0 1 .707 0zm9.193 2.121a.5.5 0 0 1-.707 0l-1.414-1.414a.5.5 0 0 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .707zM4.464 4.465a.5.5 0 0 1-.707 0L2.343 3.05a.5.5 0 1 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .708z"></path></symbol></svg><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
   <div class="container-fluid top-nav-container">
-    <div class="col-md-6">
+    <div class="col-md-8">
       <div class="large-logo">
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-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
-            Alpha
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
+        <img id="incubator-logo" alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><span class="badge text-bg-warning">
+          <abbr title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.">
+            <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link">
+              <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
+              Alpha
+            </a>
+            <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
+          </abbr>
+        </span>
         
       </div>
     </div>
     <div class="selector-container">
+      <div id="theme-selector">
+        <li class="nav-item dropdown" id="theme-button-list">
+          <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+            <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><i data-feather="chevron-down"></i>
+          </button>
+          <ul class="dropdown-menu dropdown-menu-end" aria-labelledby="bd-theme-text">
+<li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                Light
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                Dark
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                Auto
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+          </ul>
+</li>
+      </div>
       
-      
-      <div class="dropdown">
+      <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Learner View <i data-feather="chevron-down"></i>
         </button>
@@ -56,7 +85,7 @@
 </div>
     </div>
   </div>
-  <hr></header><nav class="navbar navbar-expand-xl navbar-light bg-white bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
+  <hr></header><nav class="navbar navbar-expand-xl bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle Navigation">
       <span class="navbar-toggler-icon"></span>
       <span class="menu-title">Menu</span>
@@ -109,7 +138,7 @@
       </fieldset>
     </form>
     -->
-    <a class="btn btn-primary" href="aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
+    <a id="search-button" class="btn btn-primary" href="aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
   </div>
 <!--/div.container-fluid -->
 </nav><div class="col-md-12 mobile-title">
@@ -132,6 +161,35 @@
           <i class="search-icon" data-feather="x" role="img"></i>
         </button>
         <div class="sidebar-inner">
+          <div class="row mobile-row" id="theme-row-mobile">
+            <div class="col" id="theme-selector">
+              <li class="nav-item dropdown" id="theme-button-list">
+                <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+                  <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><span class="d-lg-none ms-1" id="bd-theme-text">Toggle Theme</span>
+                </button>
+                <ul class="dropdown-menu dropdown-menu-right" aria-labelledby="bd-theme-text">
+<li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                      Light
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                      Dark
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                      <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                      Auto
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                </ul>
+</li>
+            </div>
+          </div>
           <div class="row mobile-row">
             <div class="col">
               <div class="sidenav-view-selector">
@@ -917,7 +975,7 @@ <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"><
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.4" class="external-link">sandpaper (0.16.4)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.2" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer>
 </div> <!-- / div.container -->
@@ -940,35 +998,29 @@ <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"><
   "url": "https://carpentries-incubator.github.io/python-humanities-lesson/instructor-notes.html",
   "identifier": "https://carpentries-incubator.github.io/python-humanities-lesson/instructor-notes.html",
   "dateCreated": "2024-02-13",
-  "dateModified": "2024-06-18",
-  "datePublished": "2024-06-18"
+  "dateModified": "2024-06-25",
+  "datePublished": "2024-06-25"
 }
 
   </script><script>
 		feather.replace();
-	</script><!-- Matomo
-    2022-11-07: we have gotten a notification that we have an overage for our
-    tracking and I'm pretty sure this has to do with Workbench usage.
-    Considering that I am not _currently_ using this tracking because I do not
-    yet know how to access the data, I am turning this off for now.
-  <script>
-    var _paq = window._paq = window._paq || [];
-    /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
-    _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
-    _paq.push(["setDomains", ["*.preview.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
-    _paq.push(["setDoNotTrack", true]);
-    _paq.push(["disableCookies"]);
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-  </script>
-  End Matomo Code -->
+	</script><!-- Matomo --><script>
+          var _paq = window._paq = window._paq || [];
+          /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
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+          _paq.push(["setDomains", ["*.lessons.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
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diff --git a/instructor/00-short-introduction-to-Python.html b/instructor/00-short-introduction-to-Python.html
index 3906961c..6972a833 100644
--- a/instructor/00-short-introduction-to-Python.html
+++ b/instructor/00-short-introduction-to-Python.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Short Introduction to Programming in Python</title><meta name="viewport" content="width=device-width, initial-scale=1"><link rel="stylesheet" type="text/css" href="../assets/styles.css"><script src="../assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
+<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en" data-bs-theme="auto"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Short Introduction to Programming in Python</title><meta name="viewport" content="width=device-width, initial-scale=1"><script src="../assets/themetoggle.js"></script><link rel="stylesheet" type="text/css" href="../assets/styles.css"><script src="../assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
     MathJax.Hub.Config({
       config: ["MMLorHTML.js"],
       jax: ["input/TeX","input/MathML","output/HTML-CSS","output/NativeMML", "output/PreviewHTML"],
@@ -13,25 +13,51 @@
         processEscapes: true
       }
     });
-    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="../apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="manifest" href="../site.webmanifest"><link rel="mask-icon" href="../safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" content="#ffffff"></head><body>
-    <header id="top" class="navbar navbar-expand-md navbar-light bg-white top-nav incubator"><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
+    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="../apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="manifest" href="../site.webmanifest"><link rel="mask-icon" href="../safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" media="(prefers-color-scheme: light)" content="white"><meta name="theme-color" media="(prefers-color-scheme: dark)" content="black"></head><body>
+    <header id="top" class="navbar navbar-expand-md top-nav incubator"><svg xmlns="http://www.w3.org/2000/svg" class="d-none"><symbol id="check2" viewbox="0 0 16 16"><path d="M13.854 3.646a.5.5 0 0 1 0 .708l-7 7a.5.5 0 0 1-.708 0l-3.5-3.5a.5.5 0 1 1 .708-.708L6.5 10.293l6.646-6.647a.5.5 0 0 1 .708 0z"></path></symbol><symbol id="circle-half" viewbox="0 0 16 16"><path d="M8 15A7 7 0 1 0 8 1v14zm0 1A8 8 0 1 1 8 0a8 8 0 0 1 0 16z"></path></symbol><symbol id="moon-stars-fill" viewbox="0 0 16 16"><path d="M6 .278a.768.768 0 0 1 .08.858 7.208 7.208 0 0 0-.878 3.46c0 4.021 3.278 7.277 7.318 7.277.527 0 1.04-.055 1.533-.16a.787.787 0 0 1 .81.316.733.733 0 0 1-.031.893A8.349 8.349 0 0 1 8.344 16C3.734 16 0 12.286 0 7.71 0 4.266 2.114 1.312 5.124.06A.752.752 0 0 1 6 .278z"></path><path d="M10.794 3.148a.217.217 0 0 1 .412 0l.387 1.162c.173.518.579.924 1.097 1.097l1.162.387a.217.217 0 0 1 0 .412l-1.162.387a1.734 1.734 0 0 0-1.097 1.097l-.387 1.162a.217.217 0 0 1-.412 0l-.387-1.162A1.734 1.734 0 0 0 9.31 6.593l-1.162-.387a.217.217 0 0 1 0-.412l1.162-.387a1.734 1.734 0 0 0 1.097-1.097l.387-1.162zM13.863.099a.145.145 0 0 1 .274 0l.258.774c.115.346.386.617.732.732l.774.258a.145.145 0 0 1 0 .274l-.774.258a1.156 1.156 0 0 0-.732.732l-.258.774a.145.145 0 0 1-.274 0l-.258-.774a1.156 1.156 0 0 0-.732-.732l-.774-.258a.145.145 0 0 1 0-.274l.774-.258c.346-.115.617-.386.732-.732L13.863.1z"></path></symbol><symbol id="sun-fill" viewbox="0 0 16 16"><path d="M8 12a4 4 0 1 0 0-8 4 4 0 0 0 0 8zM8 0a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 0zm0 13a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 13zm8-5a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2a.5.5 0 0 1 .5.5zM3 8a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2A.5.5 0 0 1 3 8zm10.657-5.657a.5.5 0 0 1 0 .707l-1.414 1.415a.5.5 0 1 1-.707-.708l1.414-1.414a.5.5 0 0 1 .707 0zm-9.193 9.193a.5.5 0 0 1 0 .707L3.05 13.657a.5.5 0 0 1-.707-.707l1.414-1.414a.5.5 0 0 1 .707 0zm9.193 2.121a.5.5 0 0 1-.707 0l-1.414-1.414a.5.5 0 0 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .707zM4.464 4.465a.5.5 0 0 1-.707 0L2.343 3.05a.5.5 0 1 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .708z"></path></symbol></svg><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
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-            Alpha
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
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+        <img id="incubator-logo" alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><span class="badge text-bg-warning">
+          <abbr title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.">
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+              <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
+              Alpha
+            </a>
+            <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
+          </abbr>
+        </span>
         
       </div>
     </div>
     <div class="selector-container">
+      <div id="theme-selector">
+        <li class="nav-item dropdown" id="theme-button-list">
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+            <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><i data-feather="chevron-down"></i>
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+          <ul class="dropdown-menu dropdown-menu-end" aria-labelledby="bd-theme-text"><li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                Light
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
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+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                Dark
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+              <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                Auto
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+          </ul></li>
+      </div>
       
-      
-      <div class="dropdown">
+      <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Instructor View <i data-feather="chevron-down"></i>
         </button>
@@ -39,7 +65,7 @@
         </ul></div>
     </div>
   </div>
-  <hr></header><nav class="navbar navbar-expand-xl navbar-light bg-white bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
+  <hr></header><nav class="navbar navbar-expand-xl bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle Navigation">
       <span class="navbar-toggler-icon"></span>
       <span class="menu-title">Menu</span>
@@ -86,7 +112,7 @@
       </fieldset>
     </form>
     -->
-    <a class="btn btn-primary" href="../aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
+    <a id="search-button" class="btn btn-primary" href="../instructor/aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
   </div><!--/div.container-fluid -->
 </nav><div class="col-md-12 mobile-title">
   Python for Humanities
@@ -108,6 +134,33 @@
           <i class="search-icon" data-feather="x" role="img"></i>
         </button>
         <div class="sidebar-inner">
+          <div class="row mobile-row" id="theme-row-mobile">
+            <div class="col" id="theme-selector">
+              <li class="nav-item dropdown" id="theme-button-list">
+                <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+                  <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><span class="d-lg-none ms-1" id="bd-theme-text">Toggle Theme</span>
+                </button>
+                <ul class="dropdown-menu dropdown-menu-right" aria-labelledby="bd-theme-text"><li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                      Light
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                      Dark
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                      <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                      Auto
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                </ul></li>
+            </div>
+          </div>
           <div class="row mobile-row">
             <div class="col">
               <div class="sidenav-view-selector">
@@ -707,7 +760,7 @@ <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"><
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.4" class="external-link">sandpaper (0.16.4)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.2" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -730,32 +783,26 @@ <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"><
   "identifier": "https://carpentries-incubator.github.io/python-humanities-lesson/instructor/00-short-introduction-to-Python.html",
   "dateCreated": "2024-02-13",
   "dateModified": "2024-02-13",
-  "datePublished": "2024-06-18"
+  "datePublished": "2024-06-25"
 }
 
   </script><script>
 		feather.replace();
-	</script><!-- Matomo
-    2022-11-07: we have gotten a notification that we have an overage for our
-    tracking and I'm pretty sure this has to do with Workbench usage.
-    Considering that I am not _currently_ using this tracking because I do not
-    yet know how to access the data, I am turning this off for now.
-  <script>
-    var _paq = window._paq = window._paq || [];
-    /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
-    _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
-    _paq.push(["setDomains", ["*.preview.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
-    _paq.push(["setDoNotTrack", true]);
-    _paq.push(["disableCookies"]);
-    _paq.push(['trackPageView']);
-    _paq.push(['enableLinkTracking']);
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-        })();
-  </script>
-  End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
+	</script><!-- Matomo --><script>
+          var _paq = window._paq = window._paq || [];
+          /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
+          _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
+          _paq.push(["setDomains", ["*.lessons.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
+          _paq.push(["setDoNotTrack", true]);
+          _paq.push(["disableCookies"]);
+          _paq.push(["trackPageView"]);
+          _paq.push(["enableLinkTracking"]);
+          (function() {
+              var u="https://matomo.carpentries.org/";
+              _paq.push(["setTrackerUrl", u+"matomo.php"]);
+              _paq.push(["setSiteId", "1"]);
+              var d=document, g=d.createElement("script"), s=d.getElementsByTagName("script")[0];
+              g.async=true; g.src="https://matomo.carpentries.org/matomo.js"; s.parentNode.insertBefore(g,s);
+          })();
+        </script><!-- End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
 
diff --git a/instructor/01-starting-with-data.html b/instructor/01-starting-with-data.html
index b2b8084a..d5860a27 100644
--- a/instructor/01-starting-with-data.html
+++ b/instructor/01-starting-with-data.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Starting With Data</title><meta name="viewport" content="width=device-width, initial-scale=1"><link rel="stylesheet" type="text/css" href="../assets/styles.css"><script src="../assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
+<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en" data-bs-theme="auto"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Starting With Data</title><meta name="viewport" content="width=device-width, initial-scale=1"><script src="../assets/themetoggle.js"></script><link rel="stylesheet" type="text/css" href="../assets/styles.css"><script src="../assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
     MathJax.Hub.Config({
       config: ["MMLorHTML.js"],
       jax: ["input/TeX","input/MathML","output/HTML-CSS","output/NativeMML", "output/PreviewHTML"],
@@ -13,25 +13,51 @@
         processEscapes: true
       }
     });
-    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="../apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="manifest" href="../site.webmanifest"><link rel="mask-icon" href="../safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" content="#ffffff"></head><body>
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+    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="../apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="manifest" href="../site.webmanifest"><link rel="mask-icon" href="../safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" media="(prefers-color-scheme: light)" content="white"><meta name="theme-color" media="(prefers-color-scheme: dark)" content="black"></head><body>
+    <header id="top" class="navbar navbar-expand-md top-nav incubator"><svg xmlns="http://www.w3.org/2000/svg" class="d-none"><symbol id="check2" viewbox="0 0 16 16"><path d="M13.854 3.646a.5.5 0 0 1 0 .708l-7 7a.5.5 0 0 1-.708 0l-3.5-3.5a.5.5 0 1 1 .708-.708L6.5 10.293l6.646-6.647a.5.5 0 0 1 .708 0z"></path></symbol><symbol id="circle-half" viewbox="0 0 16 16"><path d="M8 15A7 7 0 1 0 8 1v14zm0 1A8 8 0 1 1 8 0a8 8 0 0 1 0 16z"></path></symbol><symbol id="moon-stars-fill" viewbox="0 0 16 16"><path d="M6 .278a.768.768 0 0 1 .08.858 7.208 7.208 0 0 0-.878 3.46c0 4.021 3.278 7.277 7.318 7.277.527 0 1.04-.055 1.533-.16a.787.787 0 0 1 .81.316.733.733 0 0 1-.031.893A8.349 8.349 0 0 1 8.344 16C3.734 16 0 12.286 0 7.71 0 4.266 2.114 1.312 5.124.06A.752.752 0 0 1 6 .278z"></path><path d="M10.794 3.148a.217.217 0 0 1 .412 0l.387 1.162c.173.518.579.924 1.097 1.097l1.162.387a.217.217 0 0 1 0 .412l-1.162.387a1.734 1.734 0 0 0-1.097 1.097l-.387 1.162a.217.217 0 0 1-.412 0l-.387-1.162A1.734 1.734 0 0 0 9.31 6.593l-1.162-.387a.217.217 0 0 1 0-.412l1.162-.387a1.734 1.734 0 0 0 1.097-1.097l.387-1.162zM13.863.099a.145.145 0 0 1 .274 0l.258.774c.115.346.386.617.732.732l.774.258a.145.145 0 0 1 0 .274l-.774.258a1.156 1.156 0 0 0-.732.732l-.258.774a.145.145 0 0 1-.274 0l-.258-.774a1.156 1.156 0 0 0-.732-.732l-.774-.258a.145.145 0 0 1 0-.274l.774-.258c.346-.115.617-.386.732-.732L13.863.1z"></path></symbol><symbol id="sun-fill" viewbox="0 0 16 16"><path d="M8 12a4 4 0 1 0 0-8 4 4 0 0 0 0 8zM8 0a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 0zm0 13a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 13zm8-5a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2a.5.5 0 0 1 .5.5zM3 8a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2A.5.5 0 0 1 3 8zm10.657-5.657a.5.5 0 0 1 0 .707l-1.414 1.415a.5.5 0 1 1-.707-.708l1.414-1.414a.5.5 0 0 1 .707 0zm-9.193 9.193a.5.5 0 0 1 0 .707L3.05 13.657a.5.5 0 0 1-.707-.707l1.414-1.414a.5.5 0 0 1 .707 0zm9.193 2.121a.5.5 0 0 1-.707 0l-1.414-1.414a.5.5 0 0 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .707zM4.464 4.465a.5.5 0 0 1-.707 0L2.343 3.05a.5.5 0 1 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .708z"></path></symbol></svg><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
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-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
-            Alpha
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
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+        <img id="incubator-logo" alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><span class="badge text-bg-warning">
+          <abbr title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.">
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+              <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
+              Alpha
+            </a>
+            <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
+          </abbr>
+        </span>
         
       </div>
     </div>
     <div class="selector-container">
+      <div id="theme-selector">
+        <li class="nav-item dropdown" id="theme-button-list">
+          <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+            <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><i data-feather="chevron-down"></i>
+          </button>
+          <ul class="dropdown-menu dropdown-menu-end" aria-labelledby="bd-theme-text"><li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                Light
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                Dark
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                Auto
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+          </ul></li>
+      </div>
       
-      
-      <div class="dropdown">
+      <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Instructor View <i data-feather="chevron-down"></i>
         </button>
@@ -39,7 +65,7 @@
         </ul></div>
     </div>
   </div>
-  <hr></header><nav class="navbar navbar-expand-xl navbar-light bg-white bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
+  <hr></header><nav class="navbar navbar-expand-xl bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle Navigation">
       <span class="navbar-toggler-icon"></span>
       <span class="menu-title">Menu</span>
@@ -86,7 +112,7 @@
       </fieldset>
     </form>
     -->
-    <a class="btn btn-primary" href="../aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
+    <a id="search-button" class="btn btn-primary" href="../instructor/aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
   </div><!--/div.container-fluid -->
 </nav><div class="col-md-12 mobile-title">
   Python for Humanities
@@ -108,6 +134,33 @@
           <i class="search-icon" data-feather="x" role="img"></i>
         </button>
         <div class="sidebar-inner">
+          <div class="row mobile-row" id="theme-row-mobile">
+            <div class="col" id="theme-selector">
+              <li class="nav-item dropdown" id="theme-button-list">
+                <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+                  <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><span class="d-lg-none ms-1" id="bd-theme-text">Toggle Theme</span>
+                </button>
+                <ul class="dropdown-menu dropdown-menu-right" aria-labelledby="bd-theme-text"><li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                      Light
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                      Dark
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                      <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                      Auto
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                </ul></li>
+            </div>
+          </div>
           <div class="row mobile-row">
             <div class="col">
               <div class="sidenav-view-selector">
@@ -790,9 +843,11 @@ <h3 class="callout-title">Challenge - Summary Data<a class="anchor" aria-label="
 <div id="accordionSolution1" class="accordion challenge-accordion accordion-flush">
 <div class="accordion-item">
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
-  <h4 class="accordion-header" id="headingSolution1">Did you get #3 right?</h4>
+  <h4 class="accordion-header" id="headingSolution1">
+  Did you get #3 right?
+  </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">
 <p><strong>A Snippet of the Output from challenge 3 looks
 like:</strong></p>
@@ -997,7 +1052,7 @@ <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"><
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.4" class="external-link">sandpaper (0.16.4)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.2" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -1020,32 +1075,26 @@ <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"><
   "identifier": "https://carpentries-incubator.github.io/python-humanities-lesson/instructor/01-starting-with-data.html",
   "dateCreated": "2024-02-13",
   "dateModified": "2024-02-13",
-  "datePublished": "2024-06-18"
+  "datePublished": "2024-06-25"
 }
 
   </script><script>
 		feather.replace();
-	</script><!-- Matomo
-    2022-11-07: we have gotten a notification that we have an overage for our
-    tracking and I'm pretty sure this has to do with Workbench usage.
-    Considering that I am not _currently_ using this tracking because I do not
-    yet know how to access the data, I am turning this off for now.
-  <script>
-    var _paq = window._paq = window._paq || [];
-    /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
-    _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
-    _paq.push(["setDomains", ["*.preview.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
-    _paq.push(["setDoNotTrack", true]);
-    _paq.push(["disableCookies"]);
-    _paq.push(['trackPageView']);
-    _paq.push(['enableLinkTracking']);
-    (function() {
-          var u="https://carpentries.matomo.cloud/";
-          _paq.push(['setTrackerUrl', u+'matomo.php']);
-          _paq.push(['setSiteId', '1']);
-          var d=document, g=d.createElement('script'), s=d.getElementsByTagName('script')[0];
-          g.async=true; g.src='https://cdn.matomo.cloud/carpentries.matomo.cloud/matomo.js'; s.parentNode.insertBefore(g,s);
-        })();
-  </script>
-  End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
+	</script><!-- Matomo --><script>
+          var _paq = window._paq = window._paq || [];
+          /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
+          _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
+          _paq.push(["setDomains", ["*.lessons.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
+          _paq.push(["setDoNotTrack", true]);
+          _paq.push(["disableCookies"]);
+          _paq.push(["trackPageView"]);
+          _paq.push(["enableLinkTracking"]);
+          (function() {
+              var u="https://matomo.carpentries.org/";
+              _paq.push(["setTrackerUrl", u+"matomo.php"]);
+              _paq.push(["setSiteId", "1"]);
+              var d=document, g=d.createElement("script"), s=d.getElementsByTagName("script")[0];
+              g.async=true; g.src="https://matomo.carpentries.org/matomo.js"; s.parentNode.insertBefore(g,s);
+          })();
+        </script><!-- End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
 
diff --git a/instructor/02-index-slice-subset.html b/instructor/02-index-slice-subset.html
index 20722dbf..9ca82312 100644
--- a/instructor/02-index-slice-subset.html
+++ b/instructor/02-index-slice-subset.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Indexing, Slicing and Subsetting DataFrames in Python</title><meta name="viewport" content="width=device-width, initial-scale=1"><link rel="stylesheet" type="text/css" href="../assets/styles.css"><script src="../assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
+<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en" data-bs-theme="auto"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Indexing, Slicing and Subsetting DataFrames in Python</title><meta name="viewport" content="width=device-width, initial-scale=1"><script src="../assets/themetoggle.js"></script><link rel="stylesheet" type="text/css" href="../assets/styles.css"><script src="../assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
     MathJax.Hub.Config({
       config: ["MMLorHTML.js"],
       jax: ["input/TeX","input/MathML","output/HTML-CSS","output/NativeMML", "output/PreviewHTML"],
@@ -13,25 +13,51 @@
         processEscapes: true
       }
     });
-    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="../apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="manifest" href="../site.webmanifest"><link rel="mask-icon" href="../safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" content="#ffffff"></head><body>
-    <header id="top" class="navbar navbar-expand-md navbar-light bg-white top-nav incubator"><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
+    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="../apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="manifest" href="../site.webmanifest"><link rel="mask-icon" href="../safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" media="(prefers-color-scheme: light)" content="white"><meta name="theme-color" media="(prefers-color-scheme: dark)" content="black"></head><body>
+    <header id="top" class="navbar navbar-expand-md top-nav incubator"><svg xmlns="http://www.w3.org/2000/svg" class="d-none"><symbol id="check2" viewbox="0 0 16 16"><path d="M13.854 3.646a.5.5 0 0 1 0 .708l-7 7a.5.5 0 0 1-.708 0l-3.5-3.5a.5.5 0 1 1 .708-.708L6.5 10.293l6.646-6.647a.5.5 0 0 1 .708 0z"></path></symbol><symbol id="circle-half" viewbox="0 0 16 16"><path d="M8 15A7 7 0 1 0 8 1v14zm0 1A8 8 0 1 1 8 0a8 8 0 0 1 0 16z"></path></symbol><symbol id="moon-stars-fill" viewbox="0 0 16 16"><path d="M6 .278a.768.768 0 0 1 .08.858 7.208 7.208 0 0 0-.878 3.46c0 4.021 3.278 7.277 7.318 7.277.527 0 1.04-.055 1.533-.16a.787.787 0 0 1 .81.316.733.733 0 0 1-.031.893A8.349 8.349 0 0 1 8.344 16C3.734 16 0 12.286 0 7.71 0 4.266 2.114 1.312 5.124.06A.752.752 0 0 1 6 .278z"></path><path d="M10.794 3.148a.217.217 0 0 1 .412 0l.387 1.162c.173.518.579.924 1.097 1.097l1.162.387a.217.217 0 0 1 0 .412l-1.162.387a1.734 1.734 0 0 0-1.097 1.097l-.387 1.162a.217.217 0 0 1-.412 0l-.387-1.162A1.734 1.734 0 0 0 9.31 6.593l-1.162-.387a.217.217 0 0 1 0-.412l1.162-.387a1.734 1.734 0 0 0 1.097-1.097l.387-1.162zM13.863.099a.145.145 0 0 1 .274 0l.258.774c.115.346.386.617.732.732l.774.258a.145.145 0 0 1 0 .274l-.774.258a1.156 1.156 0 0 0-.732.732l-.258.774a.145.145 0 0 1-.274 0l-.258-.774a1.156 1.156 0 0 0-.732-.732l-.774-.258a.145.145 0 0 1 0-.274l.774-.258c.346-.115.617-.386.732-.732L13.863.1z"></path></symbol><symbol id="sun-fill" viewbox="0 0 16 16"><path d="M8 12a4 4 0 1 0 0-8 4 4 0 0 0 0 8zM8 0a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 0zm0 13a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 13zm8-5a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2a.5.5 0 0 1 .5.5zM3 8a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2A.5.5 0 0 1 3 8zm10.657-5.657a.5.5 0 0 1 0 .707l-1.414 1.415a.5.5 0 1 1-.707-.708l1.414-1.414a.5.5 0 0 1 .707 0zm-9.193 9.193a.5.5 0 0 1 0 .707L3.05 13.657a.5.5 0 0 1-.707-.707l1.414-1.414a.5.5 0 0 1 .707 0zm9.193 2.121a.5.5 0 0 1-.707 0l-1.414-1.414a.5.5 0 0 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .707zM4.464 4.465a.5.5 0 0 1-.707 0L2.343 3.05a.5.5 0 1 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .708z"></path></symbol></svg><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
   <div class="container-fluid top-nav-container">
-    <div class="col-md-6">
+    <div class="col-md-8">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="background-color: #FFC700; border-radius: 5px">
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
-            Alpha
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
+        <img id="incubator-logo" alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><span class="badge text-bg-warning">
+          <abbr title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.">
+            <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link">
+              <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
+              Alpha
+            </a>
+            <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
+          </abbr>
+        </span>
         
       </div>
     </div>
     <div class="selector-container">
+      <div id="theme-selector">
+        <li class="nav-item dropdown" id="theme-button-list">
+          <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+            <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><i data-feather="chevron-down"></i>
+          </button>
+          <ul class="dropdown-menu dropdown-menu-end" aria-labelledby="bd-theme-text"><li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                Light
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                Dark
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                Auto
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+          </ul></li>
+      </div>
       
-      
-      <div class="dropdown">
+      <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Instructor View <i data-feather="chevron-down"></i>
         </button>
@@ -39,7 +65,7 @@
         </ul></div>
     </div>
   </div>
-  <hr></header><nav class="navbar navbar-expand-xl navbar-light bg-white bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
+  <hr></header><nav class="navbar navbar-expand-xl bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle Navigation">
       <span class="navbar-toggler-icon"></span>
       <span class="menu-title">Menu</span>
@@ -86,7 +112,7 @@
       </fieldset>
     </form>
     -->
-    <a class="btn btn-primary" href="../aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
+    <a id="search-button" class="btn btn-primary" href="../instructor/aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
   </div><!--/div.container-fluid -->
 </nav><div class="col-md-12 mobile-title">
   Python for Humanities
@@ -108,6 +134,33 @@
           <i class="search-icon" data-feather="x" role="img"></i>
         </button>
         <div class="sidebar-inner">
+          <div class="row mobile-row" id="theme-row-mobile">
+            <div class="col" id="theme-selector">
+              <li class="nav-item dropdown" id="theme-button-list">
+                <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+                  <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><span class="d-lg-none ms-1" id="bd-theme-text">Toggle Theme</span>
+                </button>
+                <ul class="dropdown-menu dropdown-menu-right" aria-labelledby="bd-theme-text"><li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                      Light
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                      Dark
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                      <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                      Auto
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                </ul></li>
+            </div>
+          </div>
           <div class="row mobile-row">
             <div class="col">
               <div class="sidenav-view-selector">
@@ -878,7 +931,7 @@ <h3 class="callout-title">Challenge - Putting it all together<a class="anchor" a
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
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-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.4" class="external-link">sandpaper (0.16.4)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.2" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -901,32 +954,26 @@ <h3 class="callout-title">Challenge - Putting it all together<a class="anchor" a
   "identifier": "https://carpentries-incubator.github.io/python-humanities-lesson/instructor/02-index-slice-subset.html",
   "dateCreated": "2024-02-13",
   "dateModified": "2024-02-13",
-  "datePublished": "2024-06-18"
+  "datePublished": "2024-06-25"
 }
 
   </script><script>
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diff --git a/instructor/03-data-types-and-format.html b/instructor/03-data-types-and-format.html
index daf6b885..dfaf6d1c 100644
--- a/instructor/03-data-types-and-format.html
+++ b/instructor/03-data-types-and-format.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Data Types and Formats</title><meta name="viewport" content="width=device-width, initial-scale=1"><link rel="stylesheet" type="text/css" href="../assets/styles.css"><script src="../assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
+<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en" data-bs-theme="auto"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Data Types and Formats</title><meta name="viewport" content="width=device-width, initial-scale=1"><script src="../assets/themetoggle.js"></script><link rel="stylesheet" type="text/css" href="../assets/styles.css"><script src="../assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
     MathJax.Hub.Config({
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@@ -13,25 +13,51 @@
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-    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="../apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="manifest" href="../site.webmanifest"><link rel="mask-icon" href="../safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" content="#ffffff"></head><body>
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-            Alpha
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
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+        <img id="incubator-logo" alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><span class="badge text-bg-warning">
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+              <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
+              Alpha
+            </a>
+            <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
+          </abbr>
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+      <div id="theme-selector">
+        <li class="nav-item dropdown" id="theme-button-list">
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+            <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><i data-feather="chevron-down"></i>
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+          <ul class="dropdown-menu dropdown-menu-end" aria-labelledby="bd-theme-text"><li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                Light
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
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+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
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+              <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                Auto
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+          </ul></li>
+      </div>
       
-      
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+      <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Instructor View <i data-feather="chevron-down"></i>
         </button>
@@ -39,7 +65,7 @@
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     </div>
   </div>
-  <hr></header><nav class="navbar navbar-expand-xl navbar-light bg-white bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
+  <hr></header><nav class="navbar navbar-expand-xl bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle Navigation">
       <span class="navbar-toggler-icon"></span>
       <span class="menu-title">Menu</span>
@@ -86,7 +112,7 @@
       </fieldset>
     </form>
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-    <a class="btn btn-primary" href="../aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
+    <a id="search-button" class="btn btn-primary" href="../instructor/aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
   </div><!--/div.container-fluid -->
 </nav><div class="col-md-12 mobile-title">
   Python for Humanities
@@ -108,6 +134,33 @@
           <i class="search-icon" data-feather="x" role="img"></i>
         </button>
         <div class="sidebar-inner">
+          <div class="row mobile-row" id="theme-row-mobile">
+            <div class="col" id="theme-selector">
+              <li class="nav-item dropdown" id="theme-button-list">
+                <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+                  <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><span class="d-lg-none ms-1" id="bd-theme-text">Toggle Theme</span>
+                </button>
+                <ul class="dropdown-menu dropdown-menu-right" aria-labelledby="bd-theme-text"><li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                      Light
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                      Dark
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                      <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                      Auto
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                </ul></li>
+            </div>
+          </div>
           <div class="row mobile-row">
             <div class="col">
               <div class="sidenav-view-selector">
@@ -671,7 +724,7 @@ <h3 id="recap">Recap<a class="anchor" aria-label="anchor" href="#recap"></a></h3
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.4" class="external-link">sandpaper (0.16.4)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.2" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -694,32 +747,26 @@ <h3 id="recap">Recap<a class="anchor" aria-label="anchor" href="#recap"></a></h3
   "identifier": "https://carpentries-incubator.github.io/python-humanities-lesson/instructor/03-data-types-and-format.html",
   "dateCreated": "2024-02-13",
   "dateModified": "2024-02-13",
-  "datePublished": "2024-06-18"
+  "datePublished": "2024-06-25"
 }
 
   </script><script>
 		feather.replace();
-	</script><!-- Matomo
-    2022-11-07: we have gotten a notification that we have an overage for our
-    tracking and I'm pretty sure this has to do with Workbench usage.
-    Considering that I am not _currently_ using this tracking because I do not
-    yet know how to access the data, I am turning this off for now.
-  <script>
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diff --git a/instructor/04-merging-data.html b/instructor/04-merging-data.html
index 9f22a935..f1b6e85d 100644
--- a/instructor/04-merging-data.html
+++ b/instructor/04-merging-data.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Combining DataFrames with pandas</title><meta name="viewport" content="width=device-width, initial-scale=1"><link rel="stylesheet" type="text/css" href="../assets/styles.css"><script src="../assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
+<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en" data-bs-theme="auto"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Combining DataFrames with pandas</title><meta name="viewport" content="width=device-width, initial-scale=1"><script src="../assets/themetoggle.js"></script><link rel="stylesheet" type="text/css" href="../assets/styles.css"><script src="../assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
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       config: ["MMLorHTML.js"],
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@@ -13,25 +13,51 @@
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-    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="../apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="manifest" href="../site.webmanifest"><link rel="mask-icon" href="../safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" content="#ffffff"></head><body>
-    <header id="top" class="navbar navbar-expand-md navbar-light bg-white top-nav incubator"><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
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+    <header id="top" class="navbar navbar-expand-md top-nav incubator"><svg xmlns="http://www.w3.org/2000/svg" class="d-none"><symbol id="check2" viewbox="0 0 16 16"><path d="M13.854 3.646a.5.5 0 0 1 0 .708l-7 7a.5.5 0 0 1-.708 0l-3.5-3.5a.5.5 0 1 1 .708-.708L6.5 10.293l6.646-6.647a.5.5 0 0 1 .708 0z"></path></symbol><symbol id="circle-half" viewbox="0 0 16 16"><path d="M8 15A7 7 0 1 0 8 1v14zm0 1A8 8 0 1 1 8 0a8 8 0 0 1 0 16z"></path></symbol><symbol id="moon-stars-fill" viewbox="0 0 16 16"><path d="M6 .278a.768.768 0 0 1 .08.858 7.208 7.208 0 0 0-.878 3.46c0 4.021 3.278 7.277 7.318 7.277.527 0 1.04-.055 1.533-.16a.787.787 0 0 1 .81.316.733.733 0 0 1-.031.893A8.349 8.349 0 0 1 8.344 16C3.734 16 0 12.286 0 7.71 0 4.266 2.114 1.312 5.124.06A.752.752 0 0 1 6 .278z"></path><path d="M10.794 3.148a.217.217 0 0 1 .412 0l.387 1.162c.173.518.579.924 1.097 1.097l1.162.387a.217.217 0 0 1 0 .412l-1.162.387a1.734 1.734 0 0 0-1.097 1.097l-.387 1.162a.217.217 0 0 1-.412 0l-.387-1.162A1.734 1.734 0 0 0 9.31 6.593l-1.162-.387a.217.217 0 0 1 0-.412l1.162-.387a1.734 1.734 0 0 0 1.097-1.097l.387-1.162zM13.863.099a.145.145 0 0 1 .274 0l.258.774c.115.346.386.617.732.732l.774.258a.145.145 0 0 1 0 .274l-.774.258a1.156 1.156 0 0 0-.732.732l-.258.774a.145.145 0 0 1-.274 0l-.258-.774a1.156 1.156 0 0 0-.732-.732l-.774-.258a.145.145 0 0 1 0-.274l.774-.258c.346-.115.617-.386.732-.732L13.863.1z"></path></symbol><symbol id="sun-fill" viewbox="0 0 16 16"><path d="M8 12a4 4 0 1 0 0-8 4 4 0 0 0 0 8zM8 0a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 0zm0 13a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 13zm8-5a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2a.5.5 0 0 1 .5.5zM3 8a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2A.5.5 0 0 1 3 8zm10.657-5.657a.5.5 0 0 1 0 .707l-1.414 1.415a.5.5 0 1 1-.707-.708l1.414-1.414a.5.5 0 0 1 .707 0zm-9.193 9.193a.5.5 0 0 1 0 .707L3.05 13.657a.5.5 0 0 1-.707-.707l1.414-1.414a.5.5 0 0 1 .707 0zm9.193 2.121a.5.5 0 0 1-.707 0l-1.414-1.414a.5.5 0 0 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .707zM4.464 4.465a.5.5 0 0 1-.707 0L2.343 3.05a.5.5 0 1 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .708z"></path></symbol></svg><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
   <div class="container-fluid top-nav-container">
-    <div class="col-md-6">
+    <div class="col-md-8">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="background-color: #FFC700; border-radius: 5px">
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
-            Alpha
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
+        <img id="incubator-logo" alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><span class="badge text-bg-warning">
+          <abbr title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.">
+            <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link">
+              <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
+              Alpha
+            </a>
+            <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
+          </abbr>
+        </span>
         
       </div>
     </div>
     <div class="selector-container">
+      <div id="theme-selector">
+        <li class="nav-item dropdown" id="theme-button-list">
+          <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+            <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><i data-feather="chevron-down"></i>
+          </button>
+          <ul class="dropdown-menu dropdown-menu-end" aria-labelledby="bd-theme-text"><li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                Light
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                Dark
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                Auto
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+          </ul></li>
+      </div>
       
-      
-      <div class="dropdown">
+      <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Instructor View <i data-feather="chevron-down"></i>
         </button>
@@ -39,7 +65,7 @@
         </ul></div>
     </div>
   </div>
-  <hr></header><nav class="navbar navbar-expand-xl navbar-light bg-white bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
+  <hr></header><nav class="navbar navbar-expand-xl bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle Navigation">
       <span class="navbar-toggler-icon"></span>
       <span class="menu-title">Menu</span>
@@ -86,7 +112,7 @@
       </fieldset>
     </form>
     -->
-    <a class="btn btn-primary" href="../aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
+    <a id="search-button" class="btn btn-primary" href="../instructor/aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
   </div><!--/div.container-fluid -->
 </nav><div class="col-md-12 mobile-title">
   Python for Humanities
@@ -108,6 +134,33 @@
           <i class="search-icon" data-feather="x" role="img"></i>
         </button>
         <div class="sidebar-inner">
+          <div class="row mobile-row" id="theme-row-mobile">
+            <div class="col" id="theme-selector">
+              <li class="nav-item dropdown" id="theme-button-list">
+                <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+                  <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><span class="d-lg-none ms-1" id="bd-theme-text">Toggle Theme</span>
+                </button>
+                <ul class="dropdown-menu dropdown-menu-right" aria-labelledby="bd-theme-text"><li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                      Light
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                      Dark
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                      <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                      Auto
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                </ul></li>
+            </div>
+          </div>
           <div class="row mobile-row">
             <div class="col">
               <div class="sidenav-view-selector">
@@ -466,7 +519,9 @@ <h3 class="callout-title">Challenge - Combine Data<a class="anchor" aria-label="
 <div id="accordionSolution1" class="accordion challenge-accordion accordion-flush">
 <div class="accordion-item">
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
-  <h4 class="accordion-header" id="headingSolution1">Solution to Challenge</h4>
+  <h4 class="accordion-header" id="headingSolution1">
+  Solution to Challenge
+  </h4>
 </button>
 <div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
@@ -680,7 +735,9 @@ <h3 class="callout-title">Challenge - Distributions<a class="anchor" aria-label=
 <div id="accordionSolution2" class="accordion challenge-accordion accordion-flush">
 <div class="accordion-item">
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
-  <h4 class="accordion-header" id="headingSolution2">Solution to challenge</h4>
+  <h4 class="accordion-header" id="headingSolution2">
+  Solution to challenge
+  </h4>
 </button>
 <div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
 <div class="accordion-body">
@@ -747,7 +804,7 @@ <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"><
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.4" class="external-link">sandpaper (0.16.4)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.2" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -770,32 +827,26 @@ <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"><
   "identifier": "https://carpentries-incubator.github.io/python-humanities-lesson/instructor/04-merging-data.html",
   "dateCreated": "2024-02-13",
   "dateModified": "2024-02-13",
-  "datePublished": "2024-06-18"
+  "datePublished": "2024-06-25"
 }
 
   </script><script>
 		feather.replace();
-	</script><!-- Matomo
-    2022-11-07: we have gotten a notification that we have an overage for our
-    tracking and I'm pretty sure this has to do with Workbench usage.
-    Considering that I am not _currently_ using this tracking because I do not
-    yet know how to access the data, I am turning this off for now.
-  <script>
-    var _paq = window._paq = window._paq || [];
-    /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
-    _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
-    _paq.push(["setDomains", ["*.preview.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
-    _paq.push(["setDoNotTrack", true]);
-    _paq.push(["disableCookies"]);
-    _paq.push(['trackPageView']);
-    _paq.push(['enableLinkTracking']);
-    (function() {
-          var u="https://carpentries.matomo.cloud/";
-          _paq.push(['setTrackerUrl', u+'matomo.php']);
-          _paq.push(['setSiteId', '1']);
-          var d=document, g=d.createElement('script'), s=d.getElementsByTagName('script')[0];
-          g.async=true; g.src='https://cdn.matomo.cloud/carpentries.matomo.cloud/matomo.js'; s.parentNode.insertBefore(g,s);
-        })();
-  </script>
-  End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
+	</script><!-- Matomo --><script>
+          var _paq = window._paq = window._paq || [];
+          /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
+          _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
+          _paq.push(["setDomains", ["*.lessons.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
+          _paq.push(["setDoNotTrack", true]);
+          _paq.push(["disableCookies"]);
+          _paq.push(["trackPageView"]);
+          _paq.push(["enableLinkTracking"]);
+          (function() {
+              var u="https://matomo.carpentries.org/";
+              _paq.push(["setTrackerUrl", u+"matomo.php"]);
+              _paq.push(["setSiteId", "1"]);
+              var d=document, g=d.createElement("script"), s=d.getElementsByTagName("script")[0];
+              g.async=true; g.src="https://matomo.carpentries.org/matomo.js"; s.parentNode.insertBefore(g,s);
+          })();
+        </script><!-- End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
 
diff --git a/instructor/05-loops-and-functions.html b/instructor/05-loops-and-functions.html
index b7bbf76e..c733c48e 100644
--- a/instructor/05-loops-and-functions.html
+++ b/instructor/05-loops-and-functions.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Data workflows and automation</title><meta name="viewport" content="width=device-width, initial-scale=1"><link rel="stylesheet" type="text/css" href="../assets/styles.css"><script src="../assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
+<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en" data-bs-theme="auto"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Data workflows and automation</title><meta name="viewport" content="width=device-width, initial-scale=1"><script src="../assets/themetoggle.js"></script><link rel="stylesheet" type="text/css" href="../assets/styles.css"><script src="../assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
     MathJax.Hub.Config({
       config: ["MMLorHTML.js"],
       jax: ["input/TeX","input/MathML","output/HTML-CSS","output/NativeMML", "output/PreviewHTML"],
@@ -13,25 +13,51 @@
         processEscapes: true
       }
     });
-    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="../apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="manifest" href="../site.webmanifest"><link rel="mask-icon" href="../safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" content="#ffffff"></head><body>
-    <header id="top" class="navbar navbar-expand-md navbar-light bg-white top-nav incubator"><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
+    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="../apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="manifest" href="../site.webmanifest"><link rel="mask-icon" href="../safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" media="(prefers-color-scheme: light)" content="white"><meta name="theme-color" media="(prefers-color-scheme: dark)" content="black"></head><body>
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+        <img id="incubator-logo" alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><span class="badge text-bg-warning">
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+              <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
+              Alpha
+            </a>
+            <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
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+      <div id="theme-selector">
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+                Light
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+                <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                Auto
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         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Instructor View <i data-feather="chevron-down"></i>
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@@ -39,7 +65,7 @@
         </ul></div>
     </div>
   </div>
-  <hr></header><nav class="navbar navbar-expand-xl navbar-light bg-white bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
+  <hr></header><nav class="navbar navbar-expand-xl bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle Navigation">
       <span class="navbar-toggler-icon"></span>
       <span class="menu-title">Menu</span>
@@ -86,7 +112,7 @@
       </fieldset>
     </form>
     -->
-    <a class="btn btn-primary" href="../aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
+    <a id="search-button" class="btn btn-primary" href="../instructor/aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
   </div><!--/div.container-fluid -->
 </nav><div class="col-md-12 mobile-title">
   Python for Humanities
@@ -108,6 +134,33 @@
           <i class="search-icon" data-feather="x" role="img"></i>
         </button>
         <div class="sidebar-inner">
+          <div class="row mobile-row" id="theme-row-mobile">
+            <div class="col" id="theme-selector">
+              <li class="nav-item dropdown" id="theme-button-list">
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+                  <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><span class="d-lg-none ms-1" id="bd-theme-text">Toggle Theme</span>
+                </button>
+                <ul class="dropdown-menu dropdown-menu-right" aria-labelledby="bd-theme-text"><li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                      Light
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
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+                      <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                      Dark
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                      <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                      Auto
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                </ul></li>
+            </div>
+          </div>
           <div class="row mobile-row">
             <div class="col">
               <div class="sidenav-view-selector">
@@ -1075,7 +1128,7 @@ <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"><
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.4" class="external-link">sandpaper (0.16.4)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.2" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -1098,32 +1151,26 @@ <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"><
   "identifier": "https://carpentries-incubator.github.io/python-humanities-lesson/instructor/05-loops-and-functions.html",
   "dateCreated": "2024-02-13",
   "dateModified": "2024-02-13",
-  "datePublished": "2024-06-18"
+  "datePublished": "2024-06-25"
 }
 
   </script><script>
 		feather.replace();
-	</script><!-- Matomo
-    2022-11-07: we have gotten a notification that we have an overage for our
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-    Considering that I am not _currently_ using this tracking because I do not
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-  End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
+	</script><!-- Matomo --><script>
+          var _paq = window._paq = window._paq || [];
+          /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
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+          _paq.push(["setDomains", ["*.lessons.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
+          _paq.push(["setDoNotTrack", true]);
+          _paq.push(["disableCookies"]);
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diff --git a/instructor/06-visualization-ggplot-python.html b/instructor/06-visualization-ggplot-python.html
index 4f659b6f..ec99352e 100644
--- a/instructor/06-visualization-ggplot-python.html
+++ b/instructor/06-visualization-ggplot-python.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Plotting with bokeh</title><meta name="viewport" content="width=device-width, initial-scale=1"><link rel="stylesheet" type="text/css" href="../assets/styles.css"><script src="../assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
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@@ -13,25 +13,51 @@
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-    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="../apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="manifest" href="../site.webmanifest"><link rel="mask-icon" href="../safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" content="#ffffff"></head><body>
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+              <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
+              Alpha
+            </a>
+            <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
+          </abbr>
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     <div class="selector-container">
+      <div id="theme-selector">
+        <li class="nav-item dropdown" id="theme-button-list">
+          <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+            <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><i data-feather="chevron-down"></i>
+          </button>
+          <ul class="dropdown-menu dropdown-menu-end" aria-labelledby="bd-theme-text"><li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                Light
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                Dark
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                Auto
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+          </ul></li>
+      </div>
       
-      
-      <div class="dropdown">
+      <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Instructor View <i data-feather="chevron-down"></i>
         </button>
@@ -39,7 +65,7 @@
         </ul></div>
     </div>
   </div>
-  <hr></header><nav class="navbar navbar-expand-xl navbar-light bg-white bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
+  <hr></header><nav class="navbar navbar-expand-xl bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle Navigation">
       <span class="navbar-toggler-icon"></span>
       <span class="menu-title">Menu</span>
@@ -86,7 +112,7 @@
       </fieldset>
     </form>
     -->
-    <a class="btn btn-primary" href="../aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
+    <a id="search-button" class="btn btn-primary" href="../instructor/aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
   </div><!--/div.container-fluid -->
 </nav><div class="col-md-12 mobile-title">
   Python for Humanities
@@ -108,6 +134,33 @@
           <i class="search-icon" data-feather="x" role="img"></i>
         </button>
         <div class="sidebar-inner">
+          <div class="row mobile-row" id="theme-row-mobile">
+            <div class="col" id="theme-selector">
+              <li class="nav-item dropdown" id="theme-button-list">
+                <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+                  <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><span class="d-lg-none ms-1" id="bd-theme-text">Toggle Theme</span>
+                </button>
+                <ul class="dropdown-menu dropdown-menu-right" aria-labelledby="bd-theme-text"><li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                      Light
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                      Dark
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                      <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                      Auto
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                </ul></li>
+            </div>
+          </div>
           <div class="row mobile-row">
             <div class="col">
               <div class="sidenav-view-selector">
@@ -546,7 +599,7 @@ <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"><
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.4" class="external-link">sandpaper (0.16.4)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.2" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -569,32 +622,26 @@ <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"><
   "identifier": "https://carpentries-incubator.github.io/python-humanities-lesson/instructor/06-visualization-ggplot-python.html",
   "dateCreated": "2024-02-13",
   "dateModified": "2024-02-13",
-  "datePublished": "2024-06-18"
+  "datePublished": "2024-06-25"
 }
 
   </script><script>
 		feather.replace();
-	</script><!-- Matomo
-    2022-11-07: we have gotten a notification that we have an overage for our
-    tracking and I'm pretty sure this has to do with Workbench usage.
-    Considering that I am not _currently_ using this tracking because I do not
-    yet know how to access the data, I am turning this off for now.
-  <script>
-    var _paq = window._paq = window._paq || [];
-    /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
-    _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
-    _paq.push(["setDomains", ["*.preview.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
-    _paq.push(["setDoNotTrack", true]);
-    _paq.push(["disableCookies"]);
-    _paq.push(['trackPageView']);
-    _paq.push(['enableLinkTracking']);
-    (function() {
-          var u="https://carpentries.matomo.cloud/";
-          _paq.push(['setTrackerUrl', u+'matomo.php']);
-          _paq.push(['setSiteId', '1']);
-          var d=document, g=d.createElement('script'), s=d.getElementsByTagName('script')[0];
-          g.async=true; g.src='https://cdn.matomo.cloud/carpentries.matomo.cloud/matomo.js'; s.parentNode.insertBefore(g,s);
-        })();
-  </script>
-  End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
+	</script><!-- Matomo --><script>
+          var _paq = window._paq = window._paq || [];
+          /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
+          _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
+          _paq.push(["setDomains", ["*.lessons.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
+          _paq.push(["setDoNotTrack", true]);
+          _paq.push(["disableCookies"]);
+          _paq.push(["trackPageView"]);
+          _paq.push(["enableLinkTracking"]);
+          (function() {
+              var u="https://matomo.carpentries.org/";
+              _paq.push(["setTrackerUrl", u+"matomo.php"]);
+              _paq.push(["setSiteId", "1"]);
+              var d=document, g=d.createElement("script"), s=d.getElementsByTagName("script")[0];
+              g.async=true; g.src="https://matomo.carpentries.org/matomo.js"; s.parentNode.insertBefore(g,s);
+          })();
+        </script><!-- End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
 
diff --git a/instructor/07-putting-it-all-together.html b/instructor/07-putting-it-all-together.html
index 80142f6e..4934e5de 100644
--- a/instructor/07-putting-it-all-together.html
+++ b/instructor/07-putting-it-all-together.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Data Ingest &amp; Visualization - Matplotlib &amp; Pandas</title><meta name="viewport" content="width=device-width, initial-scale=1"><link rel="stylesheet" type="text/css" href="../assets/styles.css"><script src="../assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
+<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en" data-bs-theme="auto"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Data Ingest &amp; Visualization - Matplotlib &amp; Pandas</title><meta name="viewport" content="width=device-width, initial-scale=1"><script src="../assets/themetoggle.js"></script><link rel="stylesheet" type="text/css" href="../assets/styles.css"><script src="../assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
     MathJax.Hub.Config({
       config: ["MMLorHTML.js"],
       jax: ["input/TeX","input/MathML","output/HTML-CSS","output/NativeMML", "output/PreviewHTML"],
@@ -13,25 +13,51 @@
         processEscapes: true
       }
     });
-    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="../apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="manifest" href="../site.webmanifest"><link rel="mask-icon" href="../safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" content="#ffffff"></head><body>
-    <header id="top" class="navbar navbar-expand-md navbar-light bg-white top-nav incubator"><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
+    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="../apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="manifest" href="../site.webmanifest"><link rel="mask-icon" href="../safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" media="(prefers-color-scheme: light)" content="white"><meta name="theme-color" media="(prefers-color-scheme: dark)" content="black"></head><body>
+    <header id="top" class="navbar navbar-expand-md top-nav incubator"><svg xmlns="http://www.w3.org/2000/svg" class="d-none"><symbol id="check2" viewbox="0 0 16 16"><path d="M13.854 3.646a.5.5 0 0 1 0 .708l-7 7a.5.5 0 0 1-.708 0l-3.5-3.5a.5.5 0 1 1 .708-.708L6.5 10.293l6.646-6.647a.5.5 0 0 1 .708 0z"></path></symbol><symbol id="circle-half" viewbox="0 0 16 16"><path d="M8 15A7 7 0 1 0 8 1v14zm0 1A8 8 0 1 1 8 0a8 8 0 0 1 0 16z"></path></symbol><symbol id="moon-stars-fill" viewbox="0 0 16 16"><path d="M6 .278a.768.768 0 0 1 .08.858 7.208 7.208 0 0 0-.878 3.46c0 4.021 3.278 7.277 7.318 7.277.527 0 1.04-.055 1.533-.16a.787.787 0 0 1 .81.316.733.733 0 0 1-.031.893A8.349 8.349 0 0 1 8.344 16C3.734 16 0 12.286 0 7.71 0 4.266 2.114 1.312 5.124.06A.752.752 0 0 1 6 .278z"></path><path d="M10.794 3.148a.217.217 0 0 1 .412 0l.387 1.162c.173.518.579.924 1.097 1.097l1.162.387a.217.217 0 0 1 0 .412l-1.162.387a1.734 1.734 0 0 0-1.097 1.097l-.387 1.162a.217.217 0 0 1-.412 0l-.387-1.162A1.734 1.734 0 0 0 9.31 6.593l-1.162-.387a.217.217 0 0 1 0-.412l1.162-.387a1.734 1.734 0 0 0 1.097-1.097l.387-1.162zM13.863.099a.145.145 0 0 1 .274 0l.258.774c.115.346.386.617.732.732l.774.258a.145.145 0 0 1 0 .274l-.774.258a1.156 1.156 0 0 0-.732.732l-.258.774a.145.145 0 0 1-.274 0l-.258-.774a1.156 1.156 0 0 0-.732-.732l-.774-.258a.145.145 0 0 1 0-.274l.774-.258c.346-.115.617-.386.732-.732L13.863.1z"></path></symbol><symbol id="sun-fill" viewbox="0 0 16 16"><path d="M8 12a4 4 0 1 0 0-8 4 4 0 0 0 0 8zM8 0a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 0zm0 13a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 13zm8-5a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2a.5.5 0 0 1 .5.5zM3 8a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2A.5.5 0 0 1 3 8zm10.657-5.657a.5.5 0 0 1 0 .707l-1.414 1.415a.5.5 0 1 1-.707-.708l1.414-1.414a.5.5 0 0 1 .707 0zm-9.193 9.193a.5.5 0 0 1 0 .707L3.05 13.657a.5.5 0 0 1-.707-.707l1.414-1.414a.5.5 0 0 1 .707 0zm9.193 2.121a.5.5 0 0 1-.707 0l-1.414-1.414a.5.5 0 0 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .707zM4.464 4.465a.5.5 0 0 1-.707 0L2.343 3.05a.5.5 0 1 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .708z"></path></symbol></svg><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
   <div class="container-fluid top-nav-container">
-    <div class="col-md-6">
+    <div class="col-md-8">
       <div class="large-logo">
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-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
-            Alpha
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
+        <img id="incubator-logo" alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><span class="badge text-bg-warning">
+          <abbr title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.">
+            <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link">
+              <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
+              Alpha
+            </a>
+            <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
+          </abbr>
+        </span>
         
       </div>
     </div>
     <div class="selector-container">
+      <div id="theme-selector">
+        <li class="nav-item dropdown" id="theme-button-list">
+          <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+            <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><i data-feather="chevron-down"></i>
+          </button>
+          <ul class="dropdown-menu dropdown-menu-end" aria-labelledby="bd-theme-text"><li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                Light
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
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+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                Dark
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                Auto
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+          </ul></li>
+      </div>
       
-      
-      <div class="dropdown">
+      <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Instructor View <i data-feather="chevron-down"></i>
         </button>
@@ -39,7 +65,7 @@
         </ul></div>
     </div>
   </div>
-  <hr></header><nav class="navbar navbar-expand-xl navbar-light bg-white bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
+  <hr></header><nav class="navbar navbar-expand-xl bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle Navigation">
       <span class="navbar-toggler-icon"></span>
       <span class="menu-title">Menu</span>
@@ -86,7 +112,7 @@
       </fieldset>
     </form>
     -->
-    <a class="btn btn-primary" href="../aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
+    <a id="search-button" class="btn btn-primary" href="../instructor/aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
   </div><!--/div.container-fluid -->
 </nav><div class="col-md-12 mobile-title">
   Python for Humanities
@@ -108,6 +134,33 @@
           <i class="search-icon" data-feather="x" role="img"></i>
         </button>
         <div class="sidebar-inner">
+          <div class="row mobile-row" id="theme-row-mobile">
+            <div class="col" id="theme-selector">
+              <li class="nav-item dropdown" id="theme-button-list">
+                <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+                  <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><span class="d-lg-none ms-1" id="bd-theme-text">Toggle Theme</span>
+                </button>
+                <ul class="dropdown-menu dropdown-menu-right" aria-labelledby="bd-theme-text"><li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                      Light
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                      Dark
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                      <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                      Auto
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                </ul></li>
+            </div>
+          </div>
           <div class="row mobile-row">
             <div class="col">
               <div class="sidenav-view-selector">
@@ -666,7 +719,7 @@ <h3 class="callout-title">Challenge - Final Plot<a class="anchor" aria-label="an
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
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-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.4" class="external-link">sandpaper (0.16.4)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.2" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -689,32 +742,26 @@ <h3 class="callout-title">Challenge - Final Plot<a class="anchor" aria-label="an
   "identifier": "https://carpentries-incubator.github.io/python-humanities-lesson/instructor/07-putting-it-all-together.html",
   "dateCreated": "2024-02-13",
   "dateModified": "2024-02-13",
-  "datePublished": "2024-06-18"
+  "datePublished": "2024-06-25"
 }
 
   </script><script>
 		feather.replace();
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-  </script>
-  End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
+	</script><!-- Matomo --><script>
+          var _paq = window._paq = window._paq || [];
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+          _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
+          _paq.push(["setDomains", ["*.lessons.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
+          _paq.push(["setDoNotTrack", true]);
+          _paq.push(["disableCookies"]);
+          _paq.push(["trackPageView"]);
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+        </script><!-- End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
 
diff --git a/instructor/08-working-with-sql.html b/instructor/08-working-with-sql.html
index 16f827d1..89a7eef4 100644
--- a/instructor/08-working-with-sql.html
+++ b/instructor/08-working-with-sql.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Accessing SQLite Databases Using Python &amp; Pandas</title><meta name="viewport" content="width=device-width, initial-scale=1"><link rel="stylesheet" type="text/css" href="../assets/styles.css"><script src="../assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
+<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en" data-bs-theme="auto"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Accessing SQLite Databases Using Python &amp; Pandas</title><meta name="viewport" content="width=device-width, initial-scale=1"><script src="../assets/themetoggle.js"></script><link rel="stylesheet" type="text/css" href="../assets/styles.css"><script src="../assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
     MathJax.Hub.Config({
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@@ -13,25 +13,51 @@
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       }
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-    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="../apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="manifest" href="../site.webmanifest"><link rel="mask-icon" href="../safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" content="#ffffff"></head><body>
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+    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="../apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="manifest" href="../site.webmanifest"><link rel="mask-icon" href="../safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" media="(prefers-color-scheme: light)" content="white"><meta name="theme-color" media="(prefers-color-scheme: dark)" content="black"></head><body>
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-            Alpha
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
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+        <img id="incubator-logo" alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><span class="badge text-bg-warning">
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+              <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
+              Alpha
+            </a>
+            <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
+          </abbr>
+        </span>
         
       </div>
     </div>
     <div class="selector-container">
+      <div id="theme-selector">
+        <li class="nav-item dropdown" id="theme-button-list">
+          <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+            <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><i data-feather="chevron-down"></i>
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+          <ul class="dropdown-menu dropdown-menu-end" aria-labelledby="bd-theme-text"><li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                Light
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                Dark
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
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+              <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                Auto
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+          </ul></li>
+      </div>
       
-      
-      <div class="dropdown">
+      <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Instructor View <i data-feather="chevron-down"></i>
         </button>
@@ -39,7 +65,7 @@
         </ul></div>
     </div>
   </div>
-  <hr></header><nav class="navbar navbar-expand-xl navbar-light bg-white bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
+  <hr></header><nav class="navbar navbar-expand-xl bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle Navigation">
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       <span class="menu-title">Menu</span>
@@ -86,7 +112,7 @@
       </fieldset>
     </form>
     -->
-    <a class="btn btn-primary" href="../aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
+    <a id="search-button" class="btn btn-primary" href="../instructor/aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
   </div><!--/div.container-fluid -->
 </nav><div class="col-md-12 mobile-title">
   Python for Humanities
@@ -108,6 +134,33 @@
           <i class="search-icon" data-feather="x" role="img"></i>
         </button>
         <div class="sidebar-inner">
+          <div class="row mobile-row" id="theme-row-mobile">
+            <div class="col" id="theme-selector">
+              <li class="nav-item dropdown" id="theme-button-list">
+                <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+                  <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><span class="d-lg-none ms-1" id="bd-theme-text">Toggle Theme</span>
+                </button>
+                <ul class="dropdown-menu dropdown-menu-right" aria-labelledby="bd-theme-text"><li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                      Light
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                      Dark
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                      <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                      Auto
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                </ul></li>
+            </div>
+          </div>
           <div class="row mobile-row">
             <div class="col">
               <div class="sidenav-view-selector">
@@ -504,7 +557,7 @@ <h3 class="callout-title">Challenge - Saving your work<a class="anchor" aria-lab
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.4" class="external-link">sandpaper (0.16.4)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.2" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -527,32 +580,26 @@ <h3 class="callout-title">Challenge - Saving your work<a class="anchor" aria-lab
   "identifier": "https://carpentries-incubator.github.io/python-humanities-lesson/instructor/08-working-with-sql.html",
   "dateCreated": "2024-02-13",
   "dateModified": "2024-02-13",
-  "datePublished": "2024-06-18"
+  "datePublished": "2024-06-25"
 }
 
   </script><script>
 		feather.replace();
-	</script><!-- Matomo
-    2022-11-07: we have gotten a notification that we have an overage for our
-    tracking and I'm pretty sure this has to do with Workbench usage.
-    Considering that I am not _currently_ using this tracking because I do not
-    yet know how to access the data, I am turning this off for now.
-  <script>
-    var _paq = window._paq = window._paq || [];
-    /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
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diff --git a/instructor/404.html b/instructor/404.html
index c2efb99f..b8149d28 100644
--- a/instructor/404.html
+++ b/instructor/404.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
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+<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en" data-bs-theme="auto"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Page not found</title><meta name="viewport" content="width=device-width, initial-scale=1"><script src="https://carpentries-incubator.github.io/python-humanities-lesson/assets/themetoggle.js"></script><link rel="stylesheet" type="text/css" href="https://carpentries-incubator.github.io/python-humanities-lesson/assets/styles.css"><script src="https://carpentries-incubator.github.io/python-humanities-lesson/assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
     MathJax.Hub.Config({
       config: ["MMLorHTML.js"],
       jax: ["input/TeX","input/MathML","output/HTML-CSS","output/NativeMML", "output/PreviewHTML"],
@@ -13,25 +13,51 @@
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+    <header id="top" class="navbar navbar-expand-md top-nav incubator"><svg xmlns="http://www.w3.org/2000/svg" class="d-none"><symbol id="check2" viewbox="0 0 16 16"><path d="M13.854 3.646a.5.5 0 0 1 0 .708l-7 7a.5.5 0 0 1-.708 0l-3.5-3.5a.5.5 0 1 1 .708-.708L6.5 10.293l6.646-6.647a.5.5 0 0 1 .708 0z"></path></symbol><symbol id="circle-half" viewbox="0 0 16 16"><path d="M8 15A7 7 0 1 0 8 1v14zm0 1A8 8 0 1 1 8 0a8 8 0 0 1 0 16z"></path></symbol><symbol id="moon-stars-fill" viewbox="0 0 16 16"><path d="M6 .278a.768.768 0 0 1 .08.858 7.208 7.208 0 0 0-.878 3.46c0 4.021 3.278 7.277 7.318 7.277.527 0 1.04-.055 1.533-.16a.787.787 0 0 1 .81.316.733.733 0 0 1-.031.893A8.349 8.349 0 0 1 8.344 16C3.734 16 0 12.286 0 7.71 0 4.266 2.114 1.312 5.124.06A.752.752 0 0 1 6 .278z"></path><path d="M10.794 3.148a.217.217 0 0 1 .412 0l.387 1.162c.173.518.579.924 1.097 1.097l1.162.387a.217.217 0 0 1 0 .412l-1.162.387a1.734 1.734 0 0 0-1.097 1.097l-.387 1.162a.217.217 0 0 1-.412 0l-.387-1.162A1.734 1.734 0 0 0 9.31 6.593l-1.162-.387a.217.217 0 0 1 0-.412l1.162-.387a1.734 1.734 0 0 0 1.097-1.097l.387-1.162zM13.863.099a.145.145 0 0 1 .274 0l.258.774c.115.346.386.617.732.732l.774.258a.145.145 0 0 1 0 .274l-.774.258a1.156 1.156 0 0 0-.732.732l-.258.774a.145.145 0 0 1-.274 0l-.258-.774a1.156 1.156 0 0 0-.732-.732l-.774-.258a.145.145 0 0 1 0-.274l.774-.258c.346-.115.617-.386.732-.732L13.863.1z"></path></symbol><symbol id="sun-fill" viewbox="0 0 16 16"><path d="M8 12a4 4 0 1 0 0-8 4 4 0 0 0 0 8zM8 0a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 0zm0 13a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 13zm8-5a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2a.5.5 0 0 1 .5.5zM3 8a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2A.5.5 0 0 1 3 8zm10.657-5.657a.5.5 0 0 1 0 .707l-1.414 1.415a.5.5 0 1 1-.707-.708l1.414-1.414a.5.5 0 0 1 .707 0zm-9.193 9.193a.5.5 0 0 1 0 .707L3.05 13.657a.5.5 0 0 1-.707-.707l1.414-1.414a.5.5 0 0 1 .707 0zm9.193 2.121a.5.5 0 0 1-.707 0l-1.414-1.414a.5.5 0 0 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .707zM4.464 4.465a.5.5 0 0 1-.707 0L2.343 3.05a.5.5 0 1 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .708z"></path></symbol></svg><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
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-            Alpha
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
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+        <img id="incubator-logo" alt="Carpentries Incubator" src="https://carpentries-incubator.github.io/python-humanities-lesson/assets/images/incubator-logo.svg"><span class="badge text-bg-warning">
+          <abbr title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.">
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+              <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
+              Alpha
+            </a>
+            <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
+          </abbr>
+        </span>
         
       </div>
     </div>
     <div class="selector-container">
+      <div id="theme-selector">
+        <li class="nav-item dropdown" id="theme-button-list">
+          <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+            <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><i data-feather="chevron-down"></i>
+          </button>
+          <ul class="dropdown-menu dropdown-menu-end" aria-labelledby="bd-theme-text"><li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                Light
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                Dark
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                Auto
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+          </ul></li>
+      </div>
       
-      
-      <div class="dropdown">
+      <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Instructor View <i data-feather="chevron-down"></i>
         </button>
@@ -39,7 +65,7 @@
         </ul></div>
     </div>
   </div>
-  <hr></header><nav class="navbar navbar-expand-xl navbar-light bg-white bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
+  <hr></header><nav class="navbar navbar-expand-xl bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle Navigation">
       <span class="navbar-toggler-icon"></span>
       <span class="menu-title">Menu</span>
@@ -87,7 +113,7 @@
       </fieldset>
     </form>
     -->
-    <a class="external-link btn btn-primary" href="https://carpentries-incubator.github.io/python-humanities-lesson/aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
+    <a id="search-button" class="external-link btn btn-primary" href="https://carpentries-incubator.github.io/python-humanities-lesson/instructor/aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
   </div><!--/div.container-fluid -->
 </nav><div class="col-md-12 mobile-title">
   Python for Humanities
@@ -109,6 +135,33 @@
           <i class="search-icon" data-feather="x" role="img"></i>
         </button>
         <div class="sidebar-inner">
+          <div class="row mobile-row" id="theme-row-mobile">
+            <div class="col" id="theme-selector">
+              <li class="nav-item dropdown" id="theme-button-list">
+                <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+                  <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><span class="d-lg-none ms-1" id="bd-theme-text">Toggle Theme</span>
+                </button>
+                <ul class="dropdown-menu dropdown-menu-right" aria-labelledby="bd-theme-text"><li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                      Light
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                      Dark
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                      <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                      Auto
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                </ul></li>
+            </div>
+          </div>
           <div class="row mobile-row">
             <div class="col">
               <div class="sidenav-view-selector">
@@ -333,7 +386,7 @@ <h1>Page not found</h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.4" class="external-link">sandpaper (0.16.4)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.2" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -355,33 +408,27 @@ <h1>Page not found</h1>
   "url": "https://carpentries-incubator.github.io/python-humanities-lesson/instructor/404.html",
   "identifier": "https://carpentries-incubator.github.io/python-humanities-lesson/instructor/404.html",
   "dateCreated": "2024-02-13",
-  "dateModified": "2024-06-18",
-  "datePublished": "2024-06-18"
+  "dateModified": "2024-06-25",
+  "datePublished": "2024-06-25"
 }
 
   </script><script>
 		feather.replace();
-	</script><!-- Matomo
-    2022-11-07: we have gotten a notification that we have an overage for our
-    tracking and I'm pretty sure this has to do with Workbench usage.
-    Considering that I am not _currently_ using this tracking because I do not
-    yet know how to access the data, I am turning this off for now.
-  <script>
-    var _paq = window._paq = window._paq || [];
-    /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
-    _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
-    _paq.push(["setDomains", ["*.preview.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
-    _paq.push(["setDoNotTrack", true]);
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-  </script>
-  End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
+	</script><!-- Matomo --><script>
+          var _paq = window._paq = window._paq || [];
+          /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
+          _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
+          _paq.push(["setDomains", ["*.lessons.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
+          _paq.push(["setDoNotTrack", true]);
+          _paq.push(["disableCookies"]);
+          _paq.push(["trackPageView"]);
+          _paq.push(["enableLinkTracking"]);
+          (function() {
+              var u="https://matomo.carpentries.org/";
+              _paq.push(["setTrackerUrl", u+"matomo.php"]);
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+              var d=document, g=d.createElement("script"), s=d.getElementsByTagName("script")[0];
+              g.async=true; g.src="https://matomo.carpentries.org/matomo.js"; s.parentNode.insertBefore(g,s);
+          })();
+        </script><!-- End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
 
diff --git a/instructor/CODE_OF_CONDUCT.html b/instructor/CODE_OF_CONDUCT.html
index 4eb0abbb..bf1184c7 100644
--- a/instructor/CODE_OF_CONDUCT.html
+++ b/instructor/CODE_OF_CONDUCT.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Contributor Code of Conduct</title><meta name="viewport" content="width=device-width, initial-scale=1"><link rel="stylesheet" type="text/css" href="../assets/styles.css"><script src="../assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
+<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en" data-bs-theme="auto"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Contributor Code of Conduct</title><meta name="viewport" content="width=device-width, initial-scale=1"><script src="../assets/themetoggle.js"></script><link rel="stylesheet" type="text/css" href="../assets/styles.css"><script src="../assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
     MathJax.Hub.Config({
       config: ["MMLorHTML.js"],
       jax: ["input/TeX","input/MathML","output/HTML-CSS","output/NativeMML", "output/PreviewHTML"],
@@ -13,25 +13,51 @@
         processEscapes: true
       }
     });
-    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="../apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="manifest" href="../site.webmanifest"><link rel="mask-icon" href="../safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" content="#ffffff"></head><body>
-    <header id="top" class="navbar navbar-expand-md navbar-light bg-white top-nav incubator"><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
+    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="../apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="manifest" href="../site.webmanifest"><link rel="mask-icon" href="../safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" media="(prefers-color-scheme: light)" content="white"><meta name="theme-color" media="(prefers-color-scheme: dark)" content="black"></head><body>
+    <header id="top" class="navbar navbar-expand-md top-nav incubator"><svg xmlns="http://www.w3.org/2000/svg" class="d-none"><symbol id="check2" viewbox="0 0 16 16"><path d="M13.854 3.646a.5.5 0 0 1 0 .708l-7 7a.5.5 0 0 1-.708 0l-3.5-3.5a.5.5 0 1 1 .708-.708L6.5 10.293l6.646-6.647a.5.5 0 0 1 .708 0z"></path></symbol><symbol id="circle-half" viewbox="0 0 16 16"><path d="M8 15A7 7 0 1 0 8 1v14zm0 1A8 8 0 1 1 8 0a8 8 0 0 1 0 16z"></path></symbol><symbol id="moon-stars-fill" viewbox="0 0 16 16"><path d="M6 .278a.768.768 0 0 1 .08.858 7.208 7.208 0 0 0-.878 3.46c0 4.021 3.278 7.277 7.318 7.277.527 0 1.04-.055 1.533-.16a.787.787 0 0 1 .81.316.733.733 0 0 1-.031.893A8.349 8.349 0 0 1 8.344 16C3.734 16 0 12.286 0 7.71 0 4.266 2.114 1.312 5.124.06A.752.752 0 0 1 6 .278z"></path><path d="M10.794 3.148a.217.217 0 0 1 .412 0l.387 1.162c.173.518.579.924 1.097 1.097l1.162.387a.217.217 0 0 1 0 .412l-1.162.387a1.734 1.734 0 0 0-1.097 1.097l-.387 1.162a.217.217 0 0 1-.412 0l-.387-1.162A1.734 1.734 0 0 0 9.31 6.593l-1.162-.387a.217.217 0 0 1 0-.412l1.162-.387a1.734 1.734 0 0 0 1.097-1.097l.387-1.162zM13.863.099a.145.145 0 0 1 .274 0l.258.774c.115.346.386.617.732.732l.774.258a.145.145 0 0 1 0 .274l-.774.258a1.156 1.156 0 0 0-.732.732l-.258.774a.145.145 0 0 1-.274 0l-.258-.774a1.156 1.156 0 0 0-.732-.732l-.774-.258a.145.145 0 0 1 0-.274l.774-.258c.346-.115.617-.386.732-.732L13.863.1z"></path></symbol><symbol id="sun-fill" viewbox="0 0 16 16"><path d="M8 12a4 4 0 1 0 0-8 4 4 0 0 0 0 8zM8 0a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 0zm0 13a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 13zm8-5a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2a.5.5 0 0 1 .5.5zM3 8a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2A.5.5 0 0 1 3 8zm10.657-5.657a.5.5 0 0 1 0 .707l-1.414 1.415a.5.5 0 1 1-.707-.708l1.414-1.414a.5.5 0 0 1 .707 0zm-9.193 9.193a.5.5 0 0 1 0 .707L3.05 13.657a.5.5 0 0 1-.707-.707l1.414-1.414a.5.5 0 0 1 .707 0zm9.193 2.121a.5.5 0 0 1-.707 0l-1.414-1.414a.5.5 0 0 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .707zM4.464 4.465a.5.5 0 0 1-.707 0L2.343 3.05a.5.5 0 1 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .708z"></path></symbol></svg><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
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+    <div class="col-md-8">
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-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
-            Alpha
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
+        <img id="incubator-logo" alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><span class="badge text-bg-warning">
+          <abbr title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.">
+            <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link">
+              <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
+              Alpha
+            </a>
+            <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
+          </abbr>
+        </span>
         
       </div>
     </div>
     <div class="selector-container">
+      <div id="theme-selector">
+        <li class="nav-item dropdown" id="theme-button-list">
+          <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+            <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><i data-feather="chevron-down"></i>
+          </button>
+          <ul class="dropdown-menu dropdown-menu-end" aria-labelledby="bd-theme-text"><li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                Light
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                Dark
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
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+              <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                Auto
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+          </ul></li>
+      </div>
       
-      
-      <div class="dropdown">
+      <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Instructor View <i data-feather="chevron-down"></i>
         </button>
@@ -39,7 +65,7 @@
         </ul></div>
     </div>
   </div>
-  <hr></header><nav class="navbar navbar-expand-xl navbar-light bg-white bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
+  <hr></header><nav class="navbar navbar-expand-xl bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle Navigation">
       <span class="navbar-toggler-icon"></span>
       <span class="menu-title">Menu</span>
@@ -86,7 +112,7 @@
       </fieldset>
     </form>
     -->
-    <a class="btn btn-primary" href="../aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
+    <a id="search-button" class="btn btn-primary" href="../instructor/aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
   </div><!--/div.container-fluid -->
 </nav><div class="col-md-12 mobile-title">
   Python for Humanities
@@ -108,6 +134,33 @@
           <i class="search-icon" data-feather="x" role="img"></i>
         </button>
         <div class="sidebar-inner">
+          <div class="row mobile-row" id="theme-row-mobile">
+            <div class="col" id="theme-selector">
+              <li class="nav-item dropdown" id="theme-button-list">
+                <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+                  <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><span class="d-lg-none ms-1" id="bd-theme-text">Toggle Theme</span>
+                </button>
+                <ul class="dropdown-menu dropdown-menu-right" aria-labelledby="bd-theme-text"><li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                      Light
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                      Dark
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                      <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                      Auto
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                </ul></li>
+            </div>
+          </div>
           <div class="row mobile-row">
             <div class="col">
               <div class="sidenav-view-selector">
@@ -348,7 +401,7 @@ <h1>Contributor Code of Conduct</h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.4" class="external-link">sandpaper (0.16.4)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.2" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -371,32 +424,26 @@ <h1>Contributor Code of Conduct</h1>
   "identifier": "https://carpentries-incubator.github.io/python-humanities-lesson/instructor/CODE_OF_CONDUCT.html",
   "dateCreated": "2024-02-13",
   "dateModified": "2024-02-13",
-  "datePublished": "2024-06-18"
+  "datePublished": "2024-06-25"
 }
 
   </script><script>
 		feather.replace();
-	</script><!-- Matomo
-    2022-11-07: we have gotten a notification that we have an overage for our
-    tracking and I'm pretty sure this has to do with Workbench usage.
-    Considering that I am not _currently_ using this tracking because I do not
-    yet know how to access the data, I am turning this off for now.
-  <script>
-    var _paq = window._paq = window._paq || [];
-    /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
-    _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
-    _paq.push(["setDomains", ["*.preview.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
-    _paq.push(["setDoNotTrack", true]);
-    _paq.push(["disableCookies"]);
-    _paq.push(['trackPageView']);
-    _paq.push(['enableLinkTracking']);
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-        })();
-  </script>
-  End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
+	</script><!-- Matomo --><script>
+          var _paq = window._paq = window._paq || [];
+          /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
+          _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
+          _paq.push(["setDomains", ["*.lessons.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
+          _paq.push(["setDoNotTrack", true]);
+          _paq.push(["disableCookies"]);
+          _paq.push(["trackPageView"]);
+          _paq.push(["enableLinkTracking"]);
+          (function() {
+              var u="https://matomo.carpentries.org/";
+              _paq.push(["setTrackerUrl", u+"matomo.php"]);
+              _paq.push(["setSiteId", "1"]);
+              var d=document, g=d.createElement("script"), s=d.getElementsByTagName("script")[0];
+              g.async=true; g.src="https://matomo.carpentries.org/matomo.js"; s.parentNode.insertBefore(g,s);
+          })();
+        </script><!-- End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
 
diff --git a/instructor/CONTRIBUTORS.html b/instructor/CONTRIBUTORS.html
index cac06ded..08e6bb84 100644
--- a/instructor/CONTRIBUTORS.html
+++ b/instructor/CONTRIBUTORS.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: </title><meta name="viewport" content="width=device-width, initial-scale=1"><link rel="stylesheet" type="text/css" href="../assets/styles.css"><script src="../assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
+<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en" data-bs-theme="auto"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: </title><meta name="viewport" content="width=device-width, initial-scale=1"><script src="../assets/themetoggle.js"></script><link rel="stylesheet" type="text/css" href="../assets/styles.css"><script src="../assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
     MathJax.Hub.Config({
       config: ["MMLorHTML.js"],
       jax: ["input/TeX","input/MathML","output/HTML-CSS","output/NativeMML", "output/PreviewHTML"],
@@ -13,25 +13,51 @@
         processEscapes: true
       }
     });
-    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="../apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="manifest" href="../site.webmanifest"><link rel="mask-icon" href="../safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" content="#ffffff"></head><body>
-    <header id="top" class="navbar navbar-expand-md navbar-light bg-white top-nav incubator"><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
+    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="../apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="manifest" href="../site.webmanifest"><link rel="mask-icon" href="../safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" media="(prefers-color-scheme: light)" content="white"><meta name="theme-color" media="(prefers-color-scheme: dark)" content="black"></head><body>
+    <header id="top" class="navbar navbar-expand-md top-nav incubator"><svg xmlns="http://www.w3.org/2000/svg" class="d-none"><symbol id="check2" viewbox="0 0 16 16"><path d="M13.854 3.646a.5.5 0 0 1 0 .708l-7 7a.5.5 0 0 1-.708 0l-3.5-3.5a.5.5 0 1 1 .708-.708L6.5 10.293l6.646-6.647a.5.5 0 0 1 .708 0z"></path></symbol><symbol id="circle-half" viewbox="0 0 16 16"><path d="M8 15A7 7 0 1 0 8 1v14zm0 1A8 8 0 1 1 8 0a8 8 0 0 1 0 16z"></path></symbol><symbol id="moon-stars-fill" viewbox="0 0 16 16"><path d="M6 .278a.768.768 0 0 1 .08.858 7.208 7.208 0 0 0-.878 3.46c0 4.021 3.278 7.277 7.318 7.277.527 0 1.04-.055 1.533-.16a.787.787 0 0 1 .81.316.733.733 0 0 1-.031.893A8.349 8.349 0 0 1 8.344 16C3.734 16 0 12.286 0 7.71 0 4.266 2.114 1.312 5.124.06A.752.752 0 0 1 6 .278z"></path><path d="M10.794 3.148a.217.217 0 0 1 .412 0l.387 1.162c.173.518.579.924 1.097 1.097l1.162.387a.217.217 0 0 1 0 .412l-1.162.387a1.734 1.734 0 0 0-1.097 1.097l-.387 1.162a.217.217 0 0 1-.412 0l-.387-1.162A1.734 1.734 0 0 0 9.31 6.593l-1.162-.387a.217.217 0 0 1 0-.412l1.162-.387a1.734 1.734 0 0 0 1.097-1.097l.387-1.162zM13.863.099a.145.145 0 0 1 .274 0l.258.774c.115.346.386.617.732.732l.774.258a.145.145 0 0 1 0 .274l-.774.258a1.156 1.156 0 0 0-.732.732l-.258.774a.145.145 0 0 1-.274 0l-.258-.774a1.156 1.156 0 0 0-.732-.732l-.774-.258a.145.145 0 0 1 0-.274l.774-.258c.346-.115.617-.386.732-.732L13.863.1z"></path></symbol><symbol id="sun-fill" viewbox="0 0 16 16"><path d="M8 12a4 4 0 1 0 0-8 4 4 0 0 0 0 8zM8 0a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 0zm0 13a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 13zm8-5a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2a.5.5 0 0 1 .5.5zM3 8a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2A.5.5 0 0 1 3 8zm10.657-5.657a.5.5 0 0 1 0 .707l-1.414 1.415a.5.5 0 1 1-.707-.708l1.414-1.414a.5.5 0 0 1 .707 0zm-9.193 9.193a.5.5 0 0 1 0 .707L3.05 13.657a.5.5 0 0 1-.707-.707l1.414-1.414a.5.5 0 0 1 .707 0zm9.193 2.121a.5.5 0 0 1-.707 0l-1.414-1.414a.5.5 0 0 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .707zM4.464 4.465a.5.5 0 0 1-.707 0L2.343 3.05a.5.5 0 1 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .708z"></path></symbol></svg><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
   <div class="container-fluid top-nav-container">
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-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
-            Alpha
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
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+        <img id="incubator-logo" alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><span class="badge text-bg-warning">
+          <abbr title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.">
+            <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link">
+              <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
+              Alpha
+            </a>
+            <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
+          </abbr>
+        </span>
         
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     <div class="selector-container">
+      <div id="theme-selector">
+        <li class="nav-item dropdown" id="theme-button-list">
+          <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+            <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><i data-feather="chevron-down"></i>
+          </button>
+          <ul class="dropdown-menu dropdown-menu-end" aria-labelledby="bd-theme-text"><li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                Light
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                Dark
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                Auto
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+          </ul></li>
+      </div>
       
-      
-      <div class="dropdown">
+      <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Instructor View <i data-feather="chevron-down"></i>
         </button>
@@ -39,7 +65,7 @@
         </ul></div>
     </div>
   </div>
-  <hr></header><nav class="navbar navbar-expand-xl navbar-light bg-white bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
+  <hr></header><nav class="navbar navbar-expand-xl bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle Navigation">
       <span class="navbar-toggler-icon"></span>
       <span class="menu-title">Menu</span>
@@ -86,7 +112,7 @@
       </fieldset>
     </form>
     -->
-    <a class="btn btn-primary" href="../aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
+    <a id="search-button" class="btn btn-primary" href="../instructor/aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
   </div><!--/div.container-fluid -->
 </nav><div class="col-md-12 mobile-title">
   Python for Humanities
@@ -108,6 +134,33 @@
           <i class="search-icon" data-feather="x" role="img"></i>
         </button>
         <div class="sidebar-inner">
+          <div class="row mobile-row" id="theme-row-mobile">
+            <div class="col" id="theme-selector">
+              <li class="nav-item dropdown" id="theme-button-list">
+                <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+                  <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><span class="d-lg-none ms-1" id="bd-theme-text">Toggle Theme</span>
+                </button>
+                <ul class="dropdown-menu dropdown-menu-right" aria-labelledby="bd-theme-text"><li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                      Light
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                      Dark
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                      <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                      Auto
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                </ul></li>
+            </div>
+          </div>
           <div class="row mobile-row">
             <div class="col">
               <div class="sidenav-view-selector">
@@ -373,7 +426,7 @@ <h3 class="code-label">SH<i aria-hidden="true" data-feather="chevron-left"></i><
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.4" class="external-link">sandpaper (0.16.4)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.2" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -396,32 +449,26 @@ <h3 class="code-label">SH<i aria-hidden="true" data-feather="chevron-left"></i><
   "identifier": "https://carpentries-incubator.github.io/python-humanities-lesson/instructor/CONTRIBUTORS.html",
   "dateCreated": "2024-02-13",
   "dateModified": "2024-02-13",
-  "datePublished": "2024-06-18"
+  "datePublished": "2024-06-25"
 }
 
   </script><script>
 		feather.replace();
-	</script><!-- Matomo
-    2022-11-07: we have gotten a notification that we have an overage for our
-    tracking and I'm pretty sure this has to do with Workbench usage.
-    Considering that I am not _currently_ using this tracking because I do not
-    yet know how to access the data, I am turning this off for now.
-  <script>
-    var _paq = window._paq = window._paq || [];
-    /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
-    _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
-    _paq.push(["setDomains", ["*.preview.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
-    _paq.push(["setDoNotTrack", true]);
-    _paq.push(["disableCookies"]);
-    _paq.push(['trackPageView']);
-    _paq.push(['enableLinkTracking']);
-    (function() {
-          var u="https://carpentries.matomo.cloud/";
-          _paq.push(['setTrackerUrl', u+'matomo.php']);
-          _paq.push(['setSiteId', '1']);
-          var d=document, g=d.createElement('script'), s=d.getElementsByTagName('script')[0];
-          g.async=true; g.src='https://cdn.matomo.cloud/carpentries.matomo.cloud/matomo.js'; s.parentNode.insertBefore(g,s);
-        })();
-  </script>
-  End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
+	</script><!-- Matomo --><script>
+          var _paq = window._paq = window._paq || [];
+          /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
+          _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
+          _paq.push(["setDomains", ["*.lessons.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
+          _paq.push(["setDoNotTrack", true]);
+          _paq.push(["disableCookies"]);
+          _paq.push(["trackPageView"]);
+          _paq.push(["enableLinkTracking"]);
+          (function() {
+              var u="https://matomo.carpentries.org/";
+              _paq.push(["setTrackerUrl", u+"matomo.php"]);
+              _paq.push(["setSiteId", "1"]);
+              var d=document, g=d.createElement("script"), s=d.getElementsByTagName("script")[0];
+              g.async=true; g.src="https://matomo.carpentries.org/matomo.js"; s.parentNode.insertBefore(g,s);
+          })();
+        </script><!-- End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
 
diff --git a/instructor/LICENSE.html b/instructor/LICENSE.html
index 1ed859f4..83921b88 100644
--- a/instructor/LICENSE.html
+++ b/instructor/LICENSE.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Licenses</title><meta name="viewport" content="width=device-width, initial-scale=1"><link rel="stylesheet" type="text/css" href="../assets/styles.css"><script src="../assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
+<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en" data-bs-theme="auto"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Licenses</title><meta name="viewport" content="width=device-width, initial-scale=1"><script src="../assets/themetoggle.js"></script><link rel="stylesheet" type="text/css" href="../assets/styles.css"><script src="../assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
     MathJax.Hub.Config({
       config: ["MMLorHTML.js"],
       jax: ["input/TeX","input/MathML","output/HTML-CSS","output/NativeMML", "output/PreviewHTML"],
@@ -13,25 +13,51 @@
         processEscapes: true
       }
     });
-    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="../apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="manifest" href="../site.webmanifest"><link rel="mask-icon" href="../safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" content="#ffffff"></head><body>
-    <header id="top" class="navbar navbar-expand-md navbar-light bg-white top-nav incubator"><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
+    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="../apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="manifest" href="../site.webmanifest"><link rel="mask-icon" href="../safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" media="(prefers-color-scheme: light)" content="white"><meta name="theme-color" media="(prefers-color-scheme: dark)" content="black"></head><body>
+    <header id="top" class="navbar navbar-expand-md top-nav incubator"><svg xmlns="http://www.w3.org/2000/svg" class="d-none"><symbol id="check2" viewbox="0 0 16 16"><path d="M13.854 3.646a.5.5 0 0 1 0 .708l-7 7a.5.5 0 0 1-.708 0l-3.5-3.5a.5.5 0 1 1 .708-.708L6.5 10.293l6.646-6.647a.5.5 0 0 1 .708 0z"></path></symbol><symbol id="circle-half" viewbox="0 0 16 16"><path d="M8 15A7 7 0 1 0 8 1v14zm0 1A8 8 0 1 1 8 0a8 8 0 0 1 0 16z"></path></symbol><symbol id="moon-stars-fill" viewbox="0 0 16 16"><path d="M6 .278a.768.768 0 0 1 .08.858 7.208 7.208 0 0 0-.878 3.46c0 4.021 3.278 7.277 7.318 7.277.527 0 1.04-.055 1.533-.16a.787.787 0 0 1 .81.316.733.733 0 0 1-.031.893A8.349 8.349 0 0 1 8.344 16C3.734 16 0 12.286 0 7.71 0 4.266 2.114 1.312 5.124.06A.752.752 0 0 1 6 .278z"></path><path d="M10.794 3.148a.217.217 0 0 1 .412 0l.387 1.162c.173.518.579.924 1.097 1.097l1.162.387a.217.217 0 0 1 0 .412l-1.162.387a1.734 1.734 0 0 0-1.097 1.097l-.387 1.162a.217.217 0 0 1-.412 0l-.387-1.162A1.734 1.734 0 0 0 9.31 6.593l-1.162-.387a.217.217 0 0 1 0-.412l1.162-.387a1.734 1.734 0 0 0 1.097-1.097l.387-1.162zM13.863.099a.145.145 0 0 1 .274 0l.258.774c.115.346.386.617.732.732l.774.258a.145.145 0 0 1 0 .274l-.774.258a1.156 1.156 0 0 0-.732.732l-.258.774a.145.145 0 0 1-.274 0l-.258-.774a1.156 1.156 0 0 0-.732-.732l-.774-.258a.145.145 0 0 1 0-.274l.774-.258c.346-.115.617-.386.732-.732L13.863.1z"></path></symbol><symbol id="sun-fill" viewbox="0 0 16 16"><path d="M8 12a4 4 0 1 0 0-8 4 4 0 0 0 0 8zM8 0a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 0zm0 13a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 13zm8-5a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2a.5.5 0 0 1 .5.5zM3 8a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2A.5.5 0 0 1 3 8zm10.657-5.657a.5.5 0 0 1 0 .707l-1.414 1.415a.5.5 0 1 1-.707-.708l1.414-1.414a.5.5 0 0 1 .707 0zm-9.193 9.193a.5.5 0 0 1 0 .707L3.05 13.657a.5.5 0 0 1-.707-.707l1.414-1.414a.5.5 0 0 1 .707 0zm9.193 2.121a.5.5 0 0 1-.707 0l-1.414-1.414a.5.5 0 0 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .707zM4.464 4.465a.5.5 0 0 1-.707 0L2.343 3.05a.5.5 0 1 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .708z"></path></symbol></svg><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
   <div class="container-fluid top-nav-container">
-    <div class="col-md-6">
+    <div class="col-md-8">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="background-color: #FFC700; border-radius: 5px">
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
-            Alpha
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
+        <img id="incubator-logo" alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><span class="badge text-bg-warning">
+          <abbr title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.">
+            <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link">
+              <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
+              Alpha
+            </a>
+            <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
+          </abbr>
+        </span>
         
       </div>
     </div>
     <div class="selector-container">
+      <div id="theme-selector">
+        <li class="nav-item dropdown" id="theme-button-list">
+          <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+            <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><i data-feather="chevron-down"></i>
+          </button>
+          <ul class="dropdown-menu dropdown-menu-end" aria-labelledby="bd-theme-text"><li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                Light
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                Dark
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                Auto
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+          </ul></li>
+      </div>
       
-      
-      <div class="dropdown">
+      <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Instructor View <i data-feather="chevron-down"></i>
         </button>
@@ -39,7 +65,7 @@
         </ul></div>
     </div>
   </div>
-  <hr></header><nav class="navbar navbar-expand-xl navbar-light bg-white bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
+  <hr></header><nav class="navbar navbar-expand-xl bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle Navigation">
       <span class="navbar-toggler-icon"></span>
       <span class="menu-title">Menu</span>
@@ -86,7 +112,7 @@
       </fieldset>
     </form>
     -->
-    <a class="btn btn-primary" href="../aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
+    <a id="search-button" class="btn btn-primary" href="../instructor/aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
   </div><!--/div.container-fluid -->
 </nav><div class="col-md-12 mobile-title">
   Python for Humanities
@@ -108,6 +134,33 @@
           <i class="search-icon" data-feather="x" role="img"></i>
         </button>
         <div class="sidebar-inner">
+          <div class="row mobile-row" id="theme-row-mobile">
+            <div class="col" id="theme-selector">
+              <li class="nav-item dropdown" id="theme-button-list">
+                <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+                  <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><span class="d-lg-none ms-1" id="bd-theme-text">Toggle Theme</span>
+                </button>
+                <ul class="dropdown-menu dropdown-menu-right" aria-labelledby="bd-theme-text"><li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                      Light
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                      Dark
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                      <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                      Auto
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                </ul></li>
+            </div>
+          </div>
           <div class="row mobile-row">
             <div class="col">
               <div class="sidenav-view-selector">
@@ -399,7 +452,7 @@ <h1>Licenses</h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.4" class="external-link">sandpaper (0.16.4)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.2" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -422,32 +475,26 @@ <h1>Licenses</h1>
   "identifier": "https://carpentries-incubator.github.io/python-humanities-lesson/instructor/LICENSE.html",
   "dateCreated": "2024-02-13",
   "dateModified": "2024-02-13",
-  "datePublished": "2024-06-18"
+  "datePublished": "2024-06-25"
 }
 
   </script><script>
 		feather.replace();
-	</script><!-- Matomo
-    2022-11-07: we have gotten a notification that we have an overage for our
-    tracking and I'm pretty sure this has to do with Workbench usage.
-    Considering that I am not _currently_ using this tracking because I do not
-    yet know how to access the data, I am turning this off for now.
-  <script>
-    var _paq = window._paq = window._paq || [];
-    /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
-    _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
-    _paq.push(["setDomains", ["*.preview.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
-    _paq.push(["setDoNotTrack", true]);
-    _paq.push(["disableCookies"]);
-    _paq.push(['trackPageView']);
-    _paq.push(['enableLinkTracking']);
-    (function() {
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-          _paq.push(['setTrackerUrl', u+'matomo.php']);
-          _paq.push(['setSiteId', '1']);
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-          g.async=true; g.src='https://cdn.matomo.cloud/carpentries.matomo.cloud/matomo.js'; s.parentNode.insertBefore(g,s);
-        })();
-  </script>
-  End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
+	</script><!-- Matomo --><script>
+          var _paq = window._paq = window._paq || [];
+          /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
+          _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
+          _paq.push(["setDomains", ["*.lessons.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
+          _paq.push(["setDoNotTrack", true]);
+          _paq.push(["disableCookies"]);
+          _paq.push(["trackPageView"]);
+          _paq.push(["enableLinkTracking"]);
+          (function() {
+              var u="https://matomo.carpentries.org/";
+              _paq.push(["setTrackerUrl", u+"matomo.php"]);
+              _paq.push(["setSiteId", "1"]);
+              var d=document, g=d.createElement("script"), s=d.getElementsByTagName("script")[0];
+              g.async=true; g.src="https://matomo.carpentries.org/matomo.js"; s.parentNode.insertBefore(g,s);
+          })();
+        </script><!-- End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
 
diff --git a/instructor/NEWS.html b/instructor/NEWS.html
index ea9dc768..e3a26049 100644
--- a/instructor/NEWS.html
+++ b/instructor/NEWS.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: </title><meta name="viewport" content="width=device-width, initial-scale=1"><link rel="stylesheet" type="text/css" href="../assets/styles.css"><script src="../assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
+<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en" data-bs-theme="auto"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: </title><meta name="viewport" content="width=device-width, initial-scale=1"><script src="../assets/themetoggle.js"></script><link rel="stylesheet" type="text/css" href="../assets/styles.css"><script src="../assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
     MathJax.Hub.Config({
       config: ["MMLorHTML.js"],
       jax: ["input/TeX","input/MathML","output/HTML-CSS","output/NativeMML", "output/PreviewHTML"],
@@ -13,25 +13,51 @@
         processEscapes: true
       }
     });
-    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="../apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="manifest" href="../site.webmanifest"><link rel="mask-icon" href="../safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" content="#ffffff"></head><body>
-    <header id="top" class="navbar navbar-expand-md navbar-light bg-white top-nav incubator"><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
+    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="../apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="manifest" href="../site.webmanifest"><link rel="mask-icon" href="../safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" media="(prefers-color-scheme: light)" content="white"><meta name="theme-color" media="(prefers-color-scheme: dark)" content="black"></head><body>
+    <header id="top" class="navbar navbar-expand-md top-nav incubator"><svg xmlns="http://www.w3.org/2000/svg" class="d-none"><symbol id="check2" viewbox="0 0 16 16"><path d="M13.854 3.646a.5.5 0 0 1 0 .708l-7 7a.5.5 0 0 1-.708 0l-3.5-3.5a.5.5 0 1 1 .708-.708L6.5 10.293l6.646-6.647a.5.5 0 0 1 .708 0z"></path></symbol><symbol id="circle-half" viewbox="0 0 16 16"><path d="M8 15A7 7 0 1 0 8 1v14zm0 1A8 8 0 1 1 8 0a8 8 0 0 1 0 16z"></path></symbol><symbol id="moon-stars-fill" viewbox="0 0 16 16"><path d="M6 .278a.768.768 0 0 1 .08.858 7.208 7.208 0 0 0-.878 3.46c0 4.021 3.278 7.277 7.318 7.277.527 0 1.04-.055 1.533-.16a.787.787 0 0 1 .81.316.733.733 0 0 1-.031.893A8.349 8.349 0 0 1 8.344 16C3.734 16 0 12.286 0 7.71 0 4.266 2.114 1.312 5.124.06A.752.752 0 0 1 6 .278z"></path><path d="M10.794 3.148a.217.217 0 0 1 .412 0l.387 1.162c.173.518.579.924 1.097 1.097l1.162.387a.217.217 0 0 1 0 .412l-1.162.387a1.734 1.734 0 0 0-1.097 1.097l-.387 1.162a.217.217 0 0 1-.412 0l-.387-1.162A1.734 1.734 0 0 0 9.31 6.593l-1.162-.387a.217.217 0 0 1 0-.412l1.162-.387a1.734 1.734 0 0 0 1.097-1.097l.387-1.162zM13.863.099a.145.145 0 0 1 .274 0l.258.774c.115.346.386.617.732.732l.774.258a.145.145 0 0 1 0 .274l-.774.258a1.156 1.156 0 0 0-.732.732l-.258.774a.145.145 0 0 1-.274 0l-.258-.774a1.156 1.156 0 0 0-.732-.732l-.774-.258a.145.145 0 0 1 0-.274l.774-.258c.346-.115.617-.386.732-.732L13.863.1z"></path></symbol><symbol id="sun-fill" viewbox="0 0 16 16"><path d="M8 12a4 4 0 1 0 0-8 4 4 0 0 0 0 8zM8 0a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 0zm0 13a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 13zm8-5a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2a.5.5 0 0 1 .5.5zM3 8a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2A.5.5 0 0 1 3 8zm10.657-5.657a.5.5 0 0 1 0 .707l-1.414 1.415a.5.5 0 1 1-.707-.708l1.414-1.414a.5.5 0 0 1 .707 0zm-9.193 9.193a.5.5 0 0 1 0 .707L3.05 13.657a.5.5 0 0 1-.707-.707l1.414-1.414a.5.5 0 0 1 .707 0zm9.193 2.121a.5.5 0 0 1-.707 0l-1.414-1.414a.5.5 0 0 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .707zM4.464 4.465a.5.5 0 0 1-.707 0L2.343 3.05a.5.5 0 1 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .708z"></path></symbol></svg><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
   <div class="container-fluid top-nav-container">
-    <div class="col-md-6">
+    <div class="col-md-8">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="background-color: #FFC700; border-radius: 5px">
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
-            Alpha
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
+        <img id="incubator-logo" alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><span class="badge text-bg-warning">
+          <abbr title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.">
+            <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link">
+              <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
+              Alpha
+            </a>
+            <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
+          </abbr>
+        </span>
         
       </div>
     </div>
     <div class="selector-container">
+      <div id="theme-selector">
+        <li class="nav-item dropdown" id="theme-button-list">
+          <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+            <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><i data-feather="chevron-down"></i>
+          </button>
+          <ul class="dropdown-menu dropdown-menu-end" aria-labelledby="bd-theme-text"><li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                Light
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                Dark
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                Auto
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+          </ul></li>
+      </div>
       
-      
-      <div class="dropdown">
+      <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Instructor View <i data-feather="chevron-down"></i>
         </button>
@@ -39,7 +65,7 @@
         </ul></div>
     </div>
   </div>
-  <hr></header><nav class="navbar navbar-expand-xl navbar-light bg-white bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
+  <hr></header><nav class="navbar navbar-expand-xl bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle Navigation">
       <span class="navbar-toggler-icon"></span>
       <span class="menu-title">Menu</span>
@@ -86,7 +112,7 @@
       </fieldset>
     </form>
     -->
-    <a class="btn btn-primary" href="../aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
+    <a id="search-button" class="btn btn-primary" href="../instructor/aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
   </div><!--/div.container-fluid -->
 </nav><div class="col-md-12 mobile-title">
   Python for Humanities
@@ -108,6 +134,33 @@
           <i class="search-icon" data-feather="x" role="img"></i>
         </button>
         <div class="sidebar-inner">
+          <div class="row mobile-row" id="theme-row-mobile">
+            <div class="col" id="theme-selector">
+              <li class="nav-item dropdown" id="theme-button-list">
+                <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+                  <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><span class="d-lg-none ms-1" id="bd-theme-text">Toggle Theme</span>
+                </button>
+                <ul class="dropdown-menu dropdown-menu-right" aria-labelledby="bd-theme-text"><li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                      Light
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                      Dark
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                      <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                      Auto
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                </ul></li>
+            </div>
+          </div>
           <div class="row mobile-row">
             <div class="col">
               <div class="sidenav-view-selector">
@@ -343,7 +396,7 @@ <h1></h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.4" class="external-link">sandpaper (0.16.4)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.2" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -366,32 +419,26 @@ <h1></h1>
   "identifier": "https://carpentries-incubator.github.io/python-humanities-lesson/instructor/NEWS.html",
   "dateCreated": "2024-02-13",
   "dateModified": "2024-02-13",
-  "datePublished": "2024-06-18"
+  "datePublished": "2024-06-25"
 }
 
   </script><script>
 		feather.replace();
-	</script><!-- Matomo
-    2022-11-07: we have gotten a notification that we have an overage for our
-    tracking and I'm pretty sure this has to do with Workbench usage.
-    Considering that I am not _currently_ using this tracking because I do not
-    yet know how to access the data, I am turning this off for now.
-  <script>
-    var _paq = window._paq = window._paq || [];
-    /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
-    _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
-    _paq.push(["setDomains", ["*.preview.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
-    _paq.push(["setDoNotTrack", true]);
-    _paq.push(["disableCookies"]);
-    _paq.push(['trackPageView']);
-    _paq.push(['enableLinkTracking']);
-    (function() {
-          var u="https://carpentries.matomo.cloud/";
-          _paq.push(['setTrackerUrl', u+'matomo.php']);
-          _paq.push(['setSiteId', '1']);
-          var d=document, g=d.createElement('script'), s=d.getElementsByTagName('script')[0];
-          g.async=true; g.src='https://cdn.matomo.cloud/carpentries.matomo.cloud/matomo.js'; s.parentNode.insertBefore(g,s);
-        })();
-  </script>
-  End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
+	</script><!-- Matomo --><script>
+          var _paq = window._paq = window._paq || [];
+          /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
+          _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
+          _paq.push(["setDomains", ["*.lessons.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
+          _paq.push(["setDoNotTrack", true]);
+          _paq.push(["disableCookies"]);
+          _paq.push(["trackPageView"]);
+          _paq.push(["enableLinkTracking"]);
+          (function() {
+              var u="https://matomo.carpentries.org/";
+              _paq.push(["setTrackerUrl", u+"matomo.php"]);
+              _paq.push(["setSiteId", "1"]);
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+              g.async=true; g.src="https://matomo.carpentries.org/matomo.js"; s.parentNode.insertBefore(g,s);
+          })();
+        </script><!-- End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
 
diff --git a/instructor/aio.html b/instructor/aio.html
index 793658cf..8197e0cd 100644
--- a/instructor/aio.html
+++ b/instructor/aio.html
@@ -1,11 +1,11 @@
 <!DOCTYPE html>
-<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en">
+<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en" data-bs-theme="auto">
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
 <meta charset="utf-8">
 <title>Python for Humanities: All in One View</title>
 <meta name="viewport" content="width=device-width, initial-scale=1">
-<link rel="stylesheet" type="text/css" href="../assets/styles.css">
+<script src="../assets/themetoggle.js"></script><link rel="stylesheet" type="text/css" href="../assets/styles.css">
 <script src="../assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
     MathJax.Hub.Config({
       config: ["MMLorHTML.js"],
@@ -26,27 +26,56 @@
 <link rel="manifest" href="../site.webmanifest">
 <link rel="mask-icon" href="../safari-pinned-tab.svg" color="#5bbad5">
 <meta name="msapplication-TileColor" content="#da532c">
-<meta name="theme-color" content="#ffffff">
+<meta name="theme-color" media="(prefers-color-scheme: light)" content="white">
+<meta name="theme-color" media="(prefers-color-scheme: dark)" content="black">
 </head>
 <body>
-    <header id="top" class="navbar navbar-expand-md navbar-light bg-white top-nav incubator"><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
+    <header id="top" class="navbar navbar-expand-md top-nav incubator"><svg xmlns="http://www.w3.org/2000/svg" class="d-none"><symbol id="check2" viewbox="0 0 16 16"><path d="M13.854 3.646a.5.5 0 0 1 0 .708l-7 7a.5.5 0 0 1-.708 0l-3.5-3.5a.5.5 0 1 1 .708-.708L6.5 10.293l6.646-6.647a.5.5 0 0 1 .708 0z"></path></symbol><symbol id="circle-half" viewbox="0 0 16 16"><path d="M8 15A7 7 0 1 0 8 1v14zm0 1A8 8 0 1 1 8 0a8 8 0 0 1 0 16z"></path></symbol><symbol id="moon-stars-fill" viewbox="0 0 16 16"><path d="M6 .278a.768.768 0 0 1 .08.858 7.208 7.208 0 0 0-.878 3.46c0 4.021 3.278 7.277 7.318 7.277.527 0 1.04-.055 1.533-.16a.787.787 0 0 1 .81.316.733.733 0 0 1-.031.893A8.349 8.349 0 0 1 8.344 16C3.734 16 0 12.286 0 7.71 0 4.266 2.114 1.312 5.124.06A.752.752 0 0 1 6 .278z"></path><path d="M10.794 3.148a.217.217 0 0 1 .412 0l.387 1.162c.173.518.579.924 1.097 1.097l1.162.387a.217.217 0 0 1 0 .412l-1.162.387a1.734 1.734 0 0 0-1.097 1.097l-.387 1.162a.217.217 0 0 1-.412 0l-.387-1.162A1.734 1.734 0 0 0 9.31 6.593l-1.162-.387a.217.217 0 0 1 0-.412l1.162-.387a1.734 1.734 0 0 0 1.097-1.097l.387-1.162zM13.863.099a.145.145 0 0 1 .274 0l.258.774c.115.346.386.617.732.732l.774.258a.145.145 0 0 1 0 .274l-.774.258a1.156 1.156 0 0 0-.732.732l-.258.774a.145.145 0 0 1-.274 0l-.258-.774a1.156 1.156 0 0 0-.732-.732l-.774-.258a.145.145 0 0 1 0-.274l.774-.258c.346-.115.617-.386.732-.732L13.863.1z"></path></symbol><symbol id="sun-fill" viewbox="0 0 16 16"><path d="M8 12a4 4 0 1 0 0-8 4 4 0 0 0 0 8zM8 0a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 0zm0 13a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 13zm8-5a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2a.5.5 0 0 1 .5.5zM3 8a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2A.5.5 0 0 1 3 8zm10.657-5.657a.5.5 0 0 1 0 .707l-1.414 1.415a.5.5 0 1 1-.707-.708l1.414-1.414a.5.5 0 0 1 .707 0zm-9.193 9.193a.5.5 0 0 1 0 .707L3.05 13.657a.5.5 0 0 1-.707-.707l1.414-1.414a.5.5 0 0 1 .707 0zm9.193 2.121a.5.5 0 0 1-.707 0l-1.414-1.414a.5.5 0 0 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .707zM4.464 4.465a.5.5 0 0 1-.707 0L2.343 3.05a.5.5 0 1 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .708z"></path></symbol></svg><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
   <div class="container-fluid top-nav-container">
-    <div class="col-md-6">
+    <div class="col-md-8">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="background-color: #FFC700; border-radius: 5px">
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
-            Alpha
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
+        <img id="incubator-logo" alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><span class="badge text-bg-warning">
+          <abbr title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.">
+            <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link">
+              <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
+              Alpha
+            </a>
+            <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
+          </abbr>
+        </span>
         
       </div>
     </div>
     <div class="selector-container">
+      <div id="theme-selector">
+        <li class="nav-item dropdown" id="theme-button-list">
+          <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+            <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><i data-feather="chevron-down"></i>
+          </button>
+          <ul class="dropdown-menu dropdown-menu-end" aria-labelledby="bd-theme-text">
+<li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                Light
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                Dark
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                Auto
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+          </ul>
+</li>
+      </div>
       
-      
-      <div class="dropdown">
+      <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Instructor View <i data-feather="chevron-down"></i>
         </button>
@@ -56,7 +85,7 @@
 </div>
     </div>
   </div>
-  <hr></header><nav class="navbar navbar-expand-xl navbar-light bg-white bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
+  <hr></header><nav class="navbar navbar-expand-xl bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle Navigation">
       <span class="navbar-toggler-icon"></span>
       <span class="menu-title">Menu</span>
@@ -110,7 +139,7 @@
       </fieldset>
     </form>
     -->
-    <a class="btn btn-primary" href="../aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
+    <a id="search-button" class="btn btn-primary" href="../instructor/aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
   </div>
 <!--/div.container-fluid -->
 </nav><div class="col-md-12 mobile-title">
@@ -133,6 +162,35 @@
           <i class="search-icon" data-feather="x" role="img"></i>
         </button>
         <div class="sidebar-inner">
+          <div class="row mobile-row" id="theme-row-mobile">
+            <div class="col" id="theme-selector">
+              <li class="nav-item dropdown" id="theme-button-list">
+                <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+                  <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><span class="d-lg-none ms-1" id="bd-theme-text">Toggle Theme</span>
+                </button>
+                <ul class="dropdown-menu dropdown-menu-right" aria-labelledby="bd-theme-text">
+<li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                      Light
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                      Dark
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                      <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                      Auto
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                </ul>
+</li>
+            </div>
+          </div>
           <div class="row mobile-row">
             <div class="col">
               <div class="sidenav-view-selector">
@@ -1274,9 +1332,11 @@ <h3 class="callout-title">Challenge - Summary Data<a class="anchor" aria-label="
 <div id="accordionSolution1" class="accordion challenge-accordion accordion-flush">
 <div class="accordion-item">
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
-  <h4 class="accordion-header" id="headingSolution1">Did you get #3 right?</h4>
+  <h4 class="accordion-header" id="headingSolution1">
+  Did you get #3 right?
+  </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">
 <p><strong>A Snippet of the Output from challenge 3 looks
 like:</strong></p>
@@ -2550,7 +2610,9 @@ <h3 class="callout-title">Challenge - Combine Data<a class="anchor" aria-label="
 <div id="accordionSolution1" class="accordion challenge-accordion accordion-flush">
 <div class="accordion-item">
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
-  <h4 class="accordion-header" id="headingSolution1">Solution to Challenge</h4>
+  <h4 class="accordion-header" id="headingSolution1">
+  Solution to Challenge
+  </h4>
 </button>
 <div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
@@ -2774,7 +2836,9 @@ <h3 class="callout-title">Challenge - Distributions<a class="anchor" aria-label=
 <div id="accordionSolution2" class="accordion challenge-accordion accordion-flush">
 <div class="accordion-item">
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
-  <h4 class="accordion-header" id="headingSolution2">Solution to challenge</h4>
+  <h4 class="accordion-header" id="headingSolution2">
+  Solution to challenge
+  </h4>
 </button>
 <div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
 <div class="accordion-body">
@@ -4301,7 +4365,7 @@ <h3 class="callout-title">Challenge - Saving your work<a class="anchor" aria-lab
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.4" class="external-link">sandpaper (0.16.4)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.2" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer>
 </div> <!-- / div.container -->
@@ -4324,35 +4388,29 @@ <h3 class="callout-title">Challenge - Saving your work<a class="anchor" aria-lab
   "url": "https://carpentries-incubator.github.io/python-humanities-lesson/instructor/aio.html",
   "identifier": "https://carpentries-incubator.github.io/python-humanities-lesson/instructor/aio.html",
   "dateCreated": "2024-02-13",
-  "dateModified": "2024-06-18",
-  "datePublished": "2024-06-18"
+  "dateModified": "2024-06-25",
+  "datePublished": "2024-06-25"
 }
 
   </script><script>
 		feather.replace();
-	</script><!-- Matomo
-    2022-11-07: we have gotten a notification that we have an overage for our
-    tracking and I'm pretty sure this has to do with Workbench usage.
-    Considering that I am not _currently_ using this tracking because I do not
-    yet know how to access the data, I am turning this off for now.
-  <script>
-    var _paq = window._paq = window._paq || [];
-    /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
-    _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
-    _paq.push(["setDomains", ["*.preview.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
-    _paq.push(["setDoNotTrack", true]);
-    _paq.push(["disableCookies"]);
-    _paq.push(['trackPageView']);
-    _paq.push(['enableLinkTracking']);
-    (function() {
-          var u="https://carpentries.matomo.cloud/";
-          _paq.push(['setTrackerUrl', u+'matomo.php']);
-          _paq.push(['setSiteId', '1']);
-          var d=document, g=d.createElement('script'), s=d.getElementsByTagName('script')[0];
-          g.async=true; g.src='https://cdn.matomo.cloud/carpentries.matomo.cloud/matomo.js'; s.parentNode.insertBefore(g,s);
-        })();
-  </script>
-  End Matomo Code -->
+	</script><!-- Matomo --><script>
+          var _paq = window._paq = window._paq || [];
+          /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
+          _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
+          _paq.push(["setDomains", ["*.lessons.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
+          _paq.push(["setDoNotTrack", true]);
+          _paq.push(["disableCookies"]);
+          _paq.push(["trackPageView"]);
+          _paq.push(["enableLinkTracking"]);
+          (function() {
+              var u="https://matomo.carpentries.org/";
+              _paq.push(["setTrackerUrl", u+"matomo.php"]);
+              _paq.push(["setSiteId", "1"]);
+              var d=document, g=d.createElement("script"), s=d.getElementsByTagName("script")[0];
+              g.async=true; g.src="https://matomo.carpentries.org/matomo.js"; s.parentNode.insertBefore(g,s);
+          })();
+        </script><!-- End Matomo Code -->
 </body>
 </html><!-- END:   inst/pkgdown/templates/layout.html-->
 
diff --git a/instructor/discuss.html b/instructor/discuss.html
index f00b4ec1..758767f6 100644
--- a/instructor/discuss.html
+++ b/instructor/discuss.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Discussion</title><meta name="viewport" content="width=device-width, initial-scale=1"><link rel="stylesheet" type="text/css" href="../assets/styles.css"><script src="../assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
+<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en" data-bs-theme="auto"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Discussion</title><meta name="viewport" content="width=device-width, initial-scale=1"><script src="../assets/themetoggle.js"></script><link rel="stylesheet" type="text/css" href="../assets/styles.css"><script src="../assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
     MathJax.Hub.Config({
       config: ["MMLorHTML.js"],
       jax: ["input/TeX","input/MathML","output/HTML-CSS","output/NativeMML", "output/PreviewHTML"],
@@ -13,25 +13,51 @@
         processEscapes: true
       }
     });
-    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="../apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="manifest" href="../site.webmanifest"><link rel="mask-icon" href="../safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" content="#ffffff"></head><body>
-    <header id="top" class="navbar navbar-expand-md navbar-light bg-white top-nav incubator"><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
+    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="../apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="manifest" href="../site.webmanifest"><link rel="mask-icon" href="../safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" media="(prefers-color-scheme: light)" content="white"><meta name="theme-color" media="(prefers-color-scheme: dark)" content="black"></head><body>
+    <header id="top" class="navbar navbar-expand-md top-nav incubator"><svg xmlns="http://www.w3.org/2000/svg" class="d-none"><symbol id="check2" viewbox="0 0 16 16"><path d="M13.854 3.646a.5.5 0 0 1 0 .708l-7 7a.5.5 0 0 1-.708 0l-3.5-3.5a.5.5 0 1 1 .708-.708L6.5 10.293l6.646-6.647a.5.5 0 0 1 .708 0z"></path></symbol><symbol id="circle-half" viewbox="0 0 16 16"><path d="M8 15A7 7 0 1 0 8 1v14zm0 1A8 8 0 1 1 8 0a8 8 0 0 1 0 16z"></path></symbol><symbol id="moon-stars-fill" viewbox="0 0 16 16"><path d="M6 .278a.768.768 0 0 1 .08.858 7.208 7.208 0 0 0-.878 3.46c0 4.021 3.278 7.277 7.318 7.277.527 0 1.04-.055 1.533-.16a.787.787 0 0 1 .81.316.733.733 0 0 1-.031.893A8.349 8.349 0 0 1 8.344 16C3.734 16 0 12.286 0 7.71 0 4.266 2.114 1.312 5.124.06A.752.752 0 0 1 6 .278z"></path><path d="M10.794 3.148a.217.217 0 0 1 .412 0l.387 1.162c.173.518.579.924 1.097 1.097l1.162.387a.217.217 0 0 1 0 .412l-1.162.387a1.734 1.734 0 0 0-1.097 1.097l-.387 1.162a.217.217 0 0 1-.412 0l-.387-1.162A1.734 1.734 0 0 0 9.31 6.593l-1.162-.387a.217.217 0 0 1 0-.412l1.162-.387a1.734 1.734 0 0 0 1.097-1.097l.387-1.162zM13.863.099a.145.145 0 0 1 .274 0l.258.774c.115.346.386.617.732.732l.774.258a.145.145 0 0 1 0 .274l-.774.258a1.156 1.156 0 0 0-.732.732l-.258.774a.145.145 0 0 1-.274 0l-.258-.774a1.156 1.156 0 0 0-.732-.732l-.774-.258a.145.145 0 0 1 0-.274l.774-.258c.346-.115.617-.386.732-.732L13.863.1z"></path></symbol><symbol id="sun-fill" viewbox="0 0 16 16"><path d="M8 12a4 4 0 1 0 0-8 4 4 0 0 0 0 8zM8 0a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 0zm0 13a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 13zm8-5a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2a.5.5 0 0 1 .5.5zM3 8a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2A.5.5 0 0 1 3 8zm10.657-5.657a.5.5 0 0 1 0 .707l-1.414 1.415a.5.5 0 1 1-.707-.708l1.414-1.414a.5.5 0 0 1 .707 0zm-9.193 9.193a.5.5 0 0 1 0 .707L3.05 13.657a.5.5 0 0 1-.707-.707l1.414-1.414a.5.5 0 0 1 .707 0zm9.193 2.121a.5.5 0 0 1-.707 0l-1.414-1.414a.5.5 0 0 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .707zM4.464 4.465a.5.5 0 0 1-.707 0L2.343 3.05a.5.5 0 1 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .708z"></path></symbol></svg><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
   <div class="container-fluid top-nav-container">
-    <div class="col-md-6">
+    <div class="col-md-8">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="background-color: #FFC700; border-radius: 5px">
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
-            Alpha
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
+        <img id="incubator-logo" alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><span class="badge text-bg-warning">
+          <abbr title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.">
+            <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link">
+              <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
+              Alpha
+            </a>
+            <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
+          </abbr>
+        </span>
         
       </div>
     </div>
     <div class="selector-container">
+      <div id="theme-selector">
+        <li class="nav-item dropdown" id="theme-button-list">
+          <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+            <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><i data-feather="chevron-down"></i>
+          </button>
+          <ul class="dropdown-menu dropdown-menu-end" aria-labelledby="bd-theme-text"><li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                Light
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                Dark
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                Auto
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+          </ul></li>
+      </div>
       
-      
-      <div class="dropdown">
+      <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Instructor View <i data-feather="chevron-down"></i>
         </button>
@@ -39,7 +65,7 @@
         </ul></div>
     </div>
   </div>
-  <hr></header><nav class="navbar navbar-expand-xl navbar-light bg-white bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
+  <hr></header><nav class="navbar navbar-expand-xl bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle Navigation">
       <span class="navbar-toggler-icon"></span>
       <span class="menu-title">Menu</span>
@@ -86,7 +112,7 @@
       </fieldset>
     </form>
     -->
-    <a class="btn btn-primary" href="../aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
+    <a id="search-button" class="btn btn-primary" href="../instructor/aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
   </div><!--/div.container-fluid -->
 </nav><div class="col-md-12 mobile-title">
   Python for Humanities
@@ -108,6 +134,33 @@
           <i class="search-icon" data-feather="x" role="img"></i>
         </button>
         <div class="sidebar-inner">
+          <div class="row mobile-row" id="theme-row-mobile">
+            <div class="col" id="theme-selector">
+              <li class="nav-item dropdown" id="theme-button-list">
+                <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+                  <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><span class="d-lg-none ms-1" id="bd-theme-text">Toggle Theme</span>
+                </button>
+                <ul class="dropdown-menu dropdown-menu-right" aria-labelledby="bd-theme-text"><li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                      Light
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                      Dark
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                      <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                      Auto
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                </ul></li>
+            </div>
+          </div>
           <div class="row mobile-row">
             <div class="col">
               <div class="sidenav-view-selector">
@@ -341,7 +394,7 @@ <h1>Discussion</h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.4" class="external-link">sandpaper (0.16.4)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.2" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -364,32 +417,26 @@ <h1>Discussion</h1>
   "identifier": "https://carpentries-incubator.github.io/python-humanities-lesson/instructor/discuss.html",
   "dateCreated": "2024-02-13",
   "dateModified": "2024-02-13",
-  "datePublished": "2024-06-18"
+  "datePublished": "2024-06-25"
 }
 
   </script><script>
 		feather.replace();
-	</script><!-- Matomo
-    2022-11-07: we have gotten a notification that we have an overage for our
-    tracking and I'm pretty sure this has to do with Workbench usage.
-    Considering that I am not _currently_ using this tracking because I do not
-    yet know how to access the data, I am turning this off for now.
-  <script>
-    var _paq = window._paq = window._paq || [];
-    /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
-    _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
-    _paq.push(["setDomains", ["*.preview.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
-    _paq.push(["setDoNotTrack", true]);
-    _paq.push(["disableCookies"]);
-    _paq.push(['trackPageView']);
-    _paq.push(['enableLinkTracking']);
-    (function() {
-          var u="https://carpentries.matomo.cloud/";
-          _paq.push(['setTrackerUrl', u+'matomo.php']);
-          _paq.push(['setSiteId', '1']);
-          var d=document, g=d.createElement('script'), s=d.getElementsByTagName('script')[0];
-          g.async=true; g.src='https://cdn.matomo.cloud/carpentries.matomo.cloud/matomo.js'; s.parentNode.insertBefore(g,s);
-        })();
-  </script>
-  End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
+	</script><!-- Matomo --><script>
+          var _paq = window._paq = window._paq || [];
+          /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
+          _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
+          _paq.push(["setDomains", ["*.lessons.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
+          _paq.push(["setDoNotTrack", true]);
+          _paq.push(["disableCookies"]);
+          _paq.push(["trackPageView"]);
+          _paq.push(["enableLinkTracking"]);
+          (function() {
+              var u="https://matomo.carpentries.org/";
+              _paq.push(["setTrackerUrl", u+"matomo.php"]);
+              _paq.push(["setSiteId", "1"]);
+              var d=document, g=d.createElement("script"), s=d.getElementsByTagName("script")[0];
+              g.async=true; g.src="https://matomo.carpentries.org/matomo.js"; s.parentNode.insertBefore(g,s);
+          })();
+        </script><!-- End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
 
diff --git a/instructor/images.html b/instructor/images.html
index 66e01446..f8d57a34 100644
--- a/instructor/images.html
+++ b/instructor/images.html
@@ -1,11 +1,11 @@
 <!DOCTYPE html>
-<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en">
+<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en" data-bs-theme="auto">
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
 <meta charset="utf-8">
 <title>Python for Humanities: All Images</title>
 <meta name="viewport" content="width=device-width, initial-scale=1">
-<link rel="stylesheet" type="text/css" href="../assets/styles.css">
+<script src="../assets/themetoggle.js"></script><link rel="stylesheet" type="text/css" href="../assets/styles.css">
 <script src="../assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
     MathJax.Hub.Config({
       config: ["MMLorHTML.js"],
@@ -26,27 +26,56 @@
 <link rel="manifest" href="../site.webmanifest">
 <link rel="mask-icon" href="../safari-pinned-tab.svg" color="#5bbad5">
 <meta name="msapplication-TileColor" content="#da532c">
-<meta name="theme-color" content="#ffffff">
+<meta name="theme-color" media="(prefers-color-scheme: light)" content="white">
+<meta name="theme-color" media="(prefers-color-scheme: dark)" content="black">
 </head>
 <body>
-    <header id="top" class="navbar navbar-expand-md navbar-light bg-white top-nav incubator"><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
+    <header id="top" class="navbar navbar-expand-md top-nav incubator"><svg xmlns="http://www.w3.org/2000/svg" class="d-none"><symbol id="check2" viewbox="0 0 16 16"><path d="M13.854 3.646a.5.5 0 0 1 0 .708l-7 7a.5.5 0 0 1-.708 0l-3.5-3.5a.5.5 0 1 1 .708-.708L6.5 10.293l6.646-6.647a.5.5 0 0 1 .708 0z"></path></symbol><symbol id="circle-half" viewbox="0 0 16 16"><path d="M8 15A7 7 0 1 0 8 1v14zm0 1A8 8 0 1 1 8 0a8 8 0 0 1 0 16z"></path></symbol><symbol id="moon-stars-fill" viewbox="0 0 16 16"><path d="M6 .278a.768.768 0 0 1 .08.858 7.208 7.208 0 0 0-.878 3.46c0 4.021 3.278 7.277 7.318 7.277.527 0 1.04-.055 1.533-.16a.787.787 0 0 1 .81.316.733.733 0 0 1-.031.893A8.349 8.349 0 0 1 8.344 16C3.734 16 0 12.286 0 7.71 0 4.266 2.114 1.312 5.124.06A.752.752 0 0 1 6 .278z"></path><path d="M10.794 3.148a.217.217 0 0 1 .412 0l.387 1.162c.173.518.579.924 1.097 1.097l1.162.387a.217.217 0 0 1 0 .412l-1.162.387a1.734 1.734 0 0 0-1.097 1.097l-.387 1.162a.217.217 0 0 1-.412 0l-.387-1.162A1.734 1.734 0 0 0 9.31 6.593l-1.162-.387a.217.217 0 0 1 0-.412l1.162-.387a1.734 1.734 0 0 0 1.097-1.097l.387-1.162zM13.863.099a.145.145 0 0 1 .274 0l.258.774c.115.346.386.617.732.732l.774.258a.145.145 0 0 1 0 .274l-.774.258a1.156 1.156 0 0 0-.732.732l-.258.774a.145.145 0 0 1-.274 0l-.258-.774a1.156 1.156 0 0 0-.732-.732l-.774-.258a.145.145 0 0 1 0-.274l.774-.258c.346-.115.617-.386.732-.732L13.863.1z"></path></symbol><symbol id="sun-fill" viewbox="0 0 16 16"><path d="M8 12a4 4 0 1 0 0-8 4 4 0 0 0 0 8zM8 0a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 0zm0 13a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 13zm8-5a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2a.5.5 0 0 1 .5.5zM3 8a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2A.5.5 0 0 1 3 8zm10.657-5.657a.5.5 0 0 1 0 .707l-1.414 1.415a.5.5 0 1 1-.707-.708l1.414-1.414a.5.5 0 0 1 .707 0zm-9.193 9.193a.5.5 0 0 1 0 .707L3.05 13.657a.5.5 0 0 1-.707-.707l1.414-1.414a.5.5 0 0 1 .707 0zm9.193 2.121a.5.5 0 0 1-.707 0l-1.414-1.414a.5.5 0 0 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .707zM4.464 4.465a.5.5 0 0 1-.707 0L2.343 3.05a.5.5 0 1 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .708z"></path></symbol></svg><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
   <div class="container-fluid top-nav-container">
-    <div class="col-md-6">
+    <div class="col-md-8">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="background-color: #FFC700; border-radius: 5px">
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
-            Alpha
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
+        <img id="incubator-logo" alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><span class="badge text-bg-warning">
+          <abbr title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.">
+            <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link">
+              <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
+              Alpha
+            </a>
+            <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
+          </abbr>
+        </span>
         
       </div>
     </div>
     <div class="selector-container">
+      <div id="theme-selector">
+        <li class="nav-item dropdown" id="theme-button-list">
+          <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+            <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><i data-feather="chevron-down"></i>
+          </button>
+          <ul class="dropdown-menu dropdown-menu-end" aria-labelledby="bd-theme-text">
+<li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                Light
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                Dark
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                Auto
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+          </ul>
+</li>
+      </div>
       
-      
-      <div class="dropdown">
+      <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Instructor View <i data-feather="chevron-down"></i>
         </button>
@@ -56,7 +85,7 @@
 </div>
     </div>
   </div>
-  <hr></header><nav class="navbar navbar-expand-xl navbar-light bg-white bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
+  <hr></header><nav class="navbar navbar-expand-xl bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle Navigation">
       <span class="navbar-toggler-icon"></span>
       <span class="menu-title">Menu</span>
@@ -110,7 +139,7 @@
       </fieldset>
     </form>
     -->
-    <a class="btn btn-primary" href="../aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
+    <a id="search-button" class="btn btn-primary" href="../instructor/aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
   </div>
 <!--/div.container-fluid -->
 </nav><div class="col-md-12 mobile-title">
@@ -133,6 +162,35 @@
           <i class="search-icon" data-feather="x" role="img"></i>
         </button>
         <div class="sidebar-inner">
+          <div class="row mobile-row" id="theme-row-mobile">
+            <div class="col" id="theme-selector">
+              <li class="nav-item dropdown" id="theme-button-list">
+                <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+                  <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><span class="d-lg-none ms-1" id="bd-theme-text">Toggle Theme</span>
+                </button>
+                <ul class="dropdown-menu dropdown-menu-right" aria-labelledby="bd-theme-text">
+<li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                      Light
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                      Dark
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                      <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                      Auto
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                </ul>
+</li>
+            </div>
+          </div>
           <div class="row mobile-row">
             <div class="col">
               <div class="sidenav-view-selector">
@@ -417,7 +475,7 @@ <h3 id="06-visualization-ggplot-python-figure-7">Figure 7</h3>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.4" class="external-link">sandpaper (0.16.4)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.2" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer>
 </div> <!-- / div.container -->
@@ -440,35 +498,29 @@ <h3 id="06-visualization-ggplot-python-figure-7">Figure 7</h3>
   "url": "https://carpentries-incubator.github.io/python-humanities-lesson/instructor/images.html",
   "identifier": "https://carpentries-incubator.github.io/python-humanities-lesson/instructor/images.html",
   "dateCreated": "2024-02-13",
-  "dateModified": "2024-06-18",
-  "datePublished": "2024-06-18"
+  "dateModified": "2024-06-25",
+  "datePublished": "2024-06-25"
 }
 
   </script><script>
 		feather.replace();
-	</script><!-- Matomo
-    2022-11-07: we have gotten a notification that we have an overage for our
-    tracking and I'm pretty sure this has to do with Workbench usage.
-    Considering that I am not _currently_ using this tracking because I do not
-    yet know how to access the data, I am turning this off for now.
-  <script>
-    var _paq = window._paq = window._paq || [];
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-    _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
-    _paq.push(["setDomains", ["*.preview.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
-    _paq.push(["setDoNotTrack", true]);
-    _paq.push(["disableCookies"]);
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-  </script>
-  End Matomo Code -->
+	</script><!-- Matomo --><script>
+          var _paq = window._paq = window._paq || [];
+          /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
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+          _paq.push(["setDomains", ["*.lessons.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
+          _paq.push(["setDoNotTrack", true]);
+          _paq.push(["disableCookies"]);
+          _paq.push(["trackPageView"]);
+          _paq.push(["enableLinkTracking"]);
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+              var u="https://matomo.carpentries.org/";
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+          })();
+        </script><!-- End Matomo Code -->
 </body>
 </html><!-- END:   inst/pkgdown/templates/layout.html-->
 
diff --git a/instructor/index.html b/instructor/index.html
index 9fea9007..233a8d9d 100644
--- a/instructor/index.html
+++ b/instructor/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Summary and Schedule</title><meta name="viewport" content="width=device-width, initial-scale=1"><link rel="stylesheet" type="text/css" href="../assets/styles.css"><script src="../assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
+<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en" data-bs-theme="auto"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Summary and Schedule</title><meta name="viewport" content="width=device-width, initial-scale=1"><script src="../assets/themetoggle.js"></script><link rel="stylesheet" type="text/css" href="../assets/styles.css"><script src="../assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
     MathJax.Hub.Config({
       config: ["MMLorHTML.js"],
       jax: ["input/TeX","input/MathML","output/HTML-CSS","output/NativeMML", "output/PreviewHTML"],
@@ -13,25 +13,51 @@
         processEscapes: true
       }
     });
-    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="../apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="manifest" href="../site.webmanifest"><link rel="mask-icon" href="../safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" content="#ffffff"></head><body>
-    <header id="top" class="navbar navbar-expand-md navbar-light bg-white top-nav incubator"><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
+    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="../apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="manifest" href="../site.webmanifest"><link rel="mask-icon" href="../safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" media="(prefers-color-scheme: light)" content="white"><meta name="theme-color" media="(prefers-color-scheme: dark)" content="black"></head><body>
+    <header id="top" class="navbar navbar-expand-md top-nav incubator"><svg xmlns="http://www.w3.org/2000/svg" class="d-none"><symbol id="check2" viewbox="0 0 16 16"><path d="M13.854 3.646a.5.5 0 0 1 0 .708l-7 7a.5.5 0 0 1-.708 0l-3.5-3.5a.5.5 0 1 1 .708-.708L6.5 10.293l6.646-6.647a.5.5 0 0 1 .708 0z"></path></symbol><symbol id="circle-half" viewbox="0 0 16 16"><path d="M8 15A7 7 0 1 0 8 1v14zm0 1A8 8 0 1 1 8 0a8 8 0 0 1 0 16z"></path></symbol><symbol id="moon-stars-fill" viewbox="0 0 16 16"><path d="M6 .278a.768.768 0 0 1 .08.858 7.208 7.208 0 0 0-.878 3.46c0 4.021 3.278 7.277 7.318 7.277.527 0 1.04-.055 1.533-.16a.787.787 0 0 1 .81.316.733.733 0 0 1-.031.893A8.349 8.349 0 0 1 8.344 16C3.734 16 0 12.286 0 7.71 0 4.266 2.114 1.312 5.124.06A.752.752 0 0 1 6 .278z"></path><path d="M10.794 3.148a.217.217 0 0 1 .412 0l.387 1.162c.173.518.579.924 1.097 1.097l1.162.387a.217.217 0 0 1 0 .412l-1.162.387a1.734 1.734 0 0 0-1.097 1.097l-.387 1.162a.217.217 0 0 1-.412 0l-.387-1.162A1.734 1.734 0 0 0 9.31 6.593l-1.162-.387a.217.217 0 0 1 0-.412l1.162-.387a1.734 1.734 0 0 0 1.097-1.097l.387-1.162zM13.863.099a.145.145 0 0 1 .274 0l.258.774c.115.346.386.617.732.732l.774.258a.145.145 0 0 1 0 .274l-.774.258a1.156 1.156 0 0 0-.732.732l-.258.774a.145.145 0 0 1-.274 0l-.258-.774a1.156 1.156 0 0 0-.732-.732l-.774-.258a.145.145 0 0 1 0-.274l.774-.258c.346-.115.617-.386.732-.732L13.863.1z"></path></symbol><symbol id="sun-fill" viewbox="0 0 16 16"><path d="M8 12a4 4 0 1 0 0-8 4 4 0 0 0 0 8zM8 0a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 0zm0 13a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 13zm8-5a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2a.5.5 0 0 1 .5.5zM3 8a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2A.5.5 0 0 1 3 8zm10.657-5.657a.5.5 0 0 1 0 .707l-1.414 1.415a.5.5 0 1 1-.707-.708l1.414-1.414a.5.5 0 0 1 .707 0zm-9.193 9.193a.5.5 0 0 1 0 .707L3.05 13.657a.5.5 0 0 1-.707-.707l1.414-1.414a.5.5 0 0 1 .707 0zm9.193 2.121a.5.5 0 0 1-.707 0l-1.414-1.414a.5.5 0 0 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .707zM4.464 4.465a.5.5 0 0 1-.707 0L2.343 3.05a.5.5 0 1 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .708z"></path></symbol></svg><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
   <div class="container-fluid top-nav-container">
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+    <div class="col-md-8">
       <div class="large-logo">
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-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
-            Alpha
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
+        <img id="incubator-logo" alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><span class="badge text-bg-warning">
+          <abbr title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.">
+            <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link">
+              <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
+              Alpha
+            </a>
+            <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
+          </abbr>
+        </span>
         
       </div>
     </div>
     <div class="selector-container">
+      <div id="theme-selector">
+        <li class="nav-item dropdown" id="theme-button-list">
+          <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+            <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><i data-feather="chevron-down"></i>
+          </button>
+          <ul class="dropdown-menu dropdown-menu-end" aria-labelledby="bd-theme-text"><li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                Light
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                Dark
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                Auto
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+          </ul></li>
+      </div>
       
-      
-      <div class="dropdown">
+      <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Instructor View <i data-feather="chevron-down"></i>
         </button>
@@ -39,7 +65,7 @@
         </ul></div>
     </div>
   </div>
-  <hr></header><nav class="navbar navbar-expand-xl navbar-light bg-white bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
+  <hr></header><nav class="navbar navbar-expand-xl bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle Navigation">
       <span class="navbar-toggler-icon"></span>
       <span class="menu-title">Menu</span>
@@ -86,7 +112,7 @@
       </fieldset>
     </form>
     -->
-    <a class="btn btn-primary" href="../aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
+    <a id="search-button" class="btn btn-primary" href="../instructor/aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
   </div><!--/div.container-fluid -->
 </nav><div class="col-md-12 mobile-title">
   Python for Humanities
@@ -108,6 +134,33 @@
           <i class="search-icon" data-feather="x" role="img"></i>
         </button>
         <div class="sidebar-inner">
+          <div class="row mobile-row" id="theme-row-mobile">
+            <div class="col" id="theme-selector">
+              <li class="nav-item dropdown" id="theme-button-list">
+                <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+                  <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><span class="d-lg-none ms-1" id="bd-theme-text">Toggle Theme</span>
+                </button>
+                <ul class="dropdown-menu dropdown-menu-right" aria-labelledby="bd-theme-text"><li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                      Light
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                      Dark
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                      <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                      Auto
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                </ul></li>
+            </div>
+          </div>
           <div class="row mobile-row">
             <div class="col">
               <div class="sidenav-view-selector">
@@ -673,7 +726,7 @@ <h3 id="help-and-more-information">Help and more information<a class="anchor" ar
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.4" class="external-link">sandpaper (0.16.4)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.2" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -695,33 +748,27 @@ <h3 id="help-and-more-information">Help and more information<a class="anchor" ar
   "url": "https://carpentries-incubator.github.io/python-humanities-lesson/instructor/index.html",
   "identifier": "https://carpentries-incubator.github.io/python-humanities-lesson/instructor/index.html",
   "dateCreated": "2024-02-13",
-  "dateModified": "2024-06-18",
-  "datePublished": "2024-06-18"
+  "dateModified": "2024-06-25",
+  "datePublished": "2024-06-25"
 }
 
   </script><script>
 		feather.replace();
-	</script><!-- Matomo
-    2022-11-07: we have gotten a notification that we have an overage for our
-    tracking and I'm pretty sure this has to do with Workbench usage.
-    Considering that I am not _currently_ using this tracking because I do not
-    yet know how to access the data, I am turning this off for now.
-  <script>
-    var _paq = window._paq = window._paq || [];
-    /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
-    _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
-    _paq.push(["setDomains", ["*.preview.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
-    _paq.push(["setDoNotTrack", true]);
-    _paq.push(["disableCookies"]);
-    _paq.push(['trackPageView']);
-    _paq.push(['enableLinkTracking']);
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-          g.async=true; g.src='https://cdn.matomo.cloud/carpentries.matomo.cloud/matomo.js'; s.parentNode.insertBefore(g,s);
-        })();
-  </script>
-  End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
+	</script><!-- Matomo --><script>
+          var _paq = window._paq = window._paq || [];
+          /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
+          _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
+          _paq.push(["setDomains", ["*.lessons.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
+          _paq.push(["setDoNotTrack", true]);
+          _paq.push(["disableCookies"]);
+          _paq.push(["trackPageView"]);
+          _paq.push(["enableLinkTracking"]);
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+              _paq.push(["setTrackerUrl", u+"matomo.php"]);
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+              var d=document, g=d.createElement("script"), s=d.getElementsByTagName("script")[0];
+              g.async=true; g.src="https://matomo.carpentries.org/matomo.js"; s.parentNode.insertBefore(g,s);
+          })();
+        </script><!-- End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
 
diff --git a/instructor/instructor-notes.html b/instructor/instructor-notes.html
index 44ad29a7..6a16d45b 100644
--- a/instructor/instructor-notes.html
+++ b/instructor/instructor-notes.html
@@ -1,11 +1,11 @@
 <!DOCTYPE html>
-<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en">
+<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en" data-bs-theme="auto">
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
 <meta charset="utf-8">
 <title>Python for Humanities: Instructor Notes</title>
 <meta name="viewport" content="width=device-width, initial-scale=1">
-<link rel="stylesheet" type="text/css" href="../assets/styles.css">
+<script src="../assets/themetoggle.js"></script><link rel="stylesheet" type="text/css" href="../assets/styles.css">
 <script src="../assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
     MathJax.Hub.Config({
       config: ["MMLorHTML.js"],
@@ -26,27 +26,56 @@
 <link rel="manifest" href="../site.webmanifest">
 <link rel="mask-icon" href="../safari-pinned-tab.svg" color="#5bbad5">
 <meta name="msapplication-TileColor" content="#da532c">
-<meta name="theme-color" content="#ffffff">
+<meta name="theme-color" media="(prefers-color-scheme: light)" content="white">
+<meta name="theme-color" media="(prefers-color-scheme: dark)" content="black">
 </head>
 <body>
-    <header id="top" class="navbar navbar-expand-md navbar-light bg-white top-nav incubator"><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
+    <header id="top" class="navbar navbar-expand-md top-nav incubator"><svg xmlns="http://www.w3.org/2000/svg" class="d-none"><symbol id="check2" viewbox="0 0 16 16"><path d="M13.854 3.646a.5.5 0 0 1 0 .708l-7 7a.5.5 0 0 1-.708 0l-3.5-3.5a.5.5 0 1 1 .708-.708L6.5 10.293l6.646-6.647a.5.5 0 0 1 .708 0z"></path></symbol><symbol id="circle-half" viewbox="0 0 16 16"><path d="M8 15A7 7 0 1 0 8 1v14zm0 1A8 8 0 1 1 8 0a8 8 0 0 1 0 16z"></path></symbol><symbol id="moon-stars-fill" viewbox="0 0 16 16"><path d="M6 .278a.768.768 0 0 1 .08.858 7.208 7.208 0 0 0-.878 3.46c0 4.021 3.278 7.277 7.318 7.277.527 0 1.04-.055 1.533-.16a.787.787 0 0 1 .81.316.733.733 0 0 1-.031.893A8.349 8.349 0 0 1 8.344 16C3.734 16 0 12.286 0 7.71 0 4.266 2.114 1.312 5.124.06A.752.752 0 0 1 6 .278z"></path><path d="M10.794 3.148a.217.217 0 0 1 .412 0l.387 1.162c.173.518.579.924 1.097 1.097l1.162.387a.217.217 0 0 1 0 .412l-1.162.387a1.734 1.734 0 0 0-1.097 1.097l-.387 1.162a.217.217 0 0 1-.412 0l-.387-1.162A1.734 1.734 0 0 0 9.31 6.593l-1.162-.387a.217.217 0 0 1 0-.412l1.162-.387a1.734 1.734 0 0 0 1.097-1.097l.387-1.162zM13.863.099a.145.145 0 0 1 .274 0l.258.774c.115.346.386.617.732.732l.774.258a.145.145 0 0 1 0 .274l-.774.258a1.156 1.156 0 0 0-.732.732l-.258.774a.145.145 0 0 1-.274 0l-.258-.774a1.156 1.156 0 0 0-.732-.732l-.774-.258a.145.145 0 0 1 0-.274l.774-.258c.346-.115.617-.386.732-.732L13.863.1z"></path></symbol><symbol id="sun-fill" viewbox="0 0 16 16"><path d="M8 12a4 4 0 1 0 0-8 4 4 0 0 0 0 8zM8 0a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 0zm0 13a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 13zm8-5a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2a.5.5 0 0 1 .5.5zM3 8a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2A.5.5 0 0 1 3 8zm10.657-5.657a.5.5 0 0 1 0 .707l-1.414 1.415a.5.5 0 1 1-.707-.708l1.414-1.414a.5.5 0 0 1 .707 0zm-9.193 9.193a.5.5 0 0 1 0 .707L3.05 13.657a.5.5 0 0 1-.707-.707l1.414-1.414a.5.5 0 0 1 .707 0zm9.193 2.121a.5.5 0 0 1-.707 0l-1.414-1.414a.5.5 0 0 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .707zM4.464 4.465a.5.5 0 0 1-.707 0L2.343 3.05a.5.5 0 1 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .708z"></path></symbol></svg><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
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-    <div class="col-md-6">
+    <div class="col-md-8">
       <div class="large-logo">
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-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
-            Alpha
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
+        <img id="incubator-logo" alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><span class="badge text-bg-warning">
+          <abbr title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.">
+            <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link">
+              <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
+              Alpha
+            </a>
+            <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
+          </abbr>
+        </span>
         
       </div>
     </div>
     <div class="selector-container">
+      <div id="theme-selector">
+        <li class="nav-item dropdown" id="theme-button-list">
+          <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+            <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><i data-feather="chevron-down"></i>
+          </button>
+          <ul class="dropdown-menu dropdown-menu-end" aria-labelledby="bd-theme-text">
+<li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                Light
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                Dark
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                Auto
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+          </ul>
+</li>
+      </div>
       
-      
-      <div class="dropdown">
+      <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Instructor View <i data-feather="chevron-down"></i>
         </button>
@@ -56,7 +85,7 @@
 </div>
     </div>
   </div>
-  <hr></header><nav class="navbar navbar-expand-xl navbar-light bg-white bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
+  <hr></header><nav class="navbar navbar-expand-xl bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle Navigation">
       <span class="navbar-toggler-icon"></span>
       <span class="menu-title">Menu</span>
@@ -110,7 +139,7 @@
       </fieldset>
     </form>
     -->
-    <a class="btn btn-primary" href="../aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
+    <a id="search-button" class="btn btn-primary" href="../instructor/aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
   </div>
 <!--/div.container-fluid -->
 </nav><div class="col-md-12 mobile-title">
@@ -133,6 +162,35 @@
           <i class="search-icon" data-feather="x" role="img"></i>
         </button>
         <div class="sidebar-inner">
+          <div class="row mobile-row" id="theme-row-mobile">
+            <div class="col" id="theme-selector">
+              <li class="nav-item dropdown" id="theme-button-list">
+                <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+                  <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><span class="d-lg-none ms-1" id="bd-theme-text">Toggle Theme</span>
+                </button>
+                <ul class="dropdown-menu dropdown-menu-right" aria-labelledby="bd-theme-text">
+<li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                      Light
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                      Dark
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                      <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                      Auto
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                </ul>
+</li>
+            </div>
+          </div>
           <div class="row mobile-row">
             <div class="col">
               <div class="sidenav-view-selector">
@@ -928,7 +986,7 @@ <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"><
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.4" class="external-link">sandpaper (0.16.4)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.2" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer>
 </div> <!-- / div.container -->
@@ -951,35 +1009,29 @@ <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"><
   "url": "https://carpentries-incubator.github.io/python-humanities-lesson/instructor/instructor-notes.html",
   "identifier": "https://carpentries-incubator.github.io/python-humanities-lesson/instructor/instructor-notes.html",
   "dateCreated": "2024-02-13",
-  "dateModified": "2024-06-18",
-  "datePublished": "2024-06-18"
+  "dateModified": "2024-06-25",
+  "datePublished": "2024-06-25"
 }
 
   </script><script>
 		feather.replace();
-	</script><!-- Matomo
-    2022-11-07: we have gotten a notification that we have an overage for our
-    tracking and I'm pretty sure this has to do with Workbench usage.
-    Considering that I am not _currently_ using this tracking because I do not
-    yet know how to access the data, I am turning this off for now.
-  <script>
-    var _paq = window._paq = window._paq || [];
-    /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
-    _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
-    _paq.push(["setDomains", ["*.preview.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
-    _paq.push(["setDoNotTrack", true]);
-    _paq.push(["disableCookies"]);
-    _paq.push(['trackPageView']);
-    _paq.push(['enableLinkTracking']);
-    (function() {
-          var u="https://carpentries.matomo.cloud/";
-          _paq.push(['setTrackerUrl', u+'matomo.php']);
-          _paq.push(['setSiteId', '1']);
-          var d=document, g=d.createElement('script'), s=d.getElementsByTagName('script')[0];
-          g.async=true; g.src='https://cdn.matomo.cloud/carpentries.matomo.cloud/matomo.js'; s.parentNode.insertBefore(g,s);
-        })();
-  </script>
-  End Matomo Code -->
+	</script><!-- Matomo --><script>
+          var _paq = window._paq = window._paq || [];
+          /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
+          _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
+          _paq.push(["setDomains", ["*.lessons.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
+          _paq.push(["setDoNotTrack", true]);
+          _paq.push(["disableCookies"]);
+          _paq.push(["trackPageView"]);
+          _paq.push(["enableLinkTracking"]);
+          (function() {
+              var u="https://matomo.carpentries.org/";
+              _paq.push(["setTrackerUrl", u+"matomo.php"]);
+              _paq.push(["setSiteId", "1"]);
+              var d=document, g=d.createElement("script"), s=d.getElementsByTagName("script")[0];
+              g.async=true; g.src="https://matomo.carpentries.org/matomo.js"; s.parentNode.insertBefore(g,s);
+          })();
+        </script><!-- End Matomo Code -->
 </body>
 </html><!-- END:   inst/pkgdown/templates/layout.html-->
 
diff --git a/instructor/key-points.html b/instructor/key-points.html
index 5a525f63..1edc810b 100644
--- a/instructor/key-points.html
+++ b/instructor/key-points.html
@@ -1,11 +1,11 @@
 <!DOCTYPE html>
-<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en">
+<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en" data-bs-theme="auto">
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
 <meta charset="utf-8">
 <title>Python for Humanities: Key Points</title>
 <meta name="viewport" content="width=device-width, initial-scale=1">
-<link rel="stylesheet" type="text/css" href="../assets/styles.css">
+<script src="../assets/themetoggle.js"></script><link rel="stylesheet" type="text/css" href="../assets/styles.css">
 <script src="../assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
     MathJax.Hub.Config({
       config: ["MMLorHTML.js"],
@@ -26,27 +26,56 @@
 <link rel="manifest" href="../site.webmanifest">
 <link rel="mask-icon" href="../safari-pinned-tab.svg" color="#5bbad5">
 <meta name="msapplication-TileColor" content="#da532c">
-<meta name="theme-color" content="#ffffff">
+<meta name="theme-color" media="(prefers-color-scheme: light)" content="white">
+<meta name="theme-color" media="(prefers-color-scheme: dark)" content="black">
 </head>
 <body>
-    <header id="top" class="navbar navbar-expand-md navbar-light bg-white top-nav incubator"><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
+    <header id="top" class="navbar navbar-expand-md top-nav incubator"><svg xmlns="http://www.w3.org/2000/svg" class="d-none"><symbol id="check2" viewbox="0 0 16 16"><path d="M13.854 3.646a.5.5 0 0 1 0 .708l-7 7a.5.5 0 0 1-.708 0l-3.5-3.5a.5.5 0 1 1 .708-.708L6.5 10.293l6.646-6.647a.5.5 0 0 1 .708 0z"></path></symbol><symbol id="circle-half" viewbox="0 0 16 16"><path d="M8 15A7 7 0 1 0 8 1v14zm0 1A8 8 0 1 1 8 0a8 8 0 0 1 0 16z"></path></symbol><symbol id="moon-stars-fill" viewbox="0 0 16 16"><path d="M6 .278a.768.768 0 0 1 .08.858 7.208 7.208 0 0 0-.878 3.46c0 4.021 3.278 7.277 7.318 7.277.527 0 1.04-.055 1.533-.16a.787.787 0 0 1 .81.316.733.733 0 0 1-.031.893A8.349 8.349 0 0 1 8.344 16C3.734 16 0 12.286 0 7.71 0 4.266 2.114 1.312 5.124.06A.752.752 0 0 1 6 .278z"></path><path d="M10.794 3.148a.217.217 0 0 1 .412 0l.387 1.162c.173.518.579.924 1.097 1.097l1.162.387a.217.217 0 0 1 0 .412l-1.162.387a1.734 1.734 0 0 0-1.097 1.097l-.387 1.162a.217.217 0 0 1-.412 0l-.387-1.162A1.734 1.734 0 0 0 9.31 6.593l-1.162-.387a.217.217 0 0 1 0-.412l1.162-.387a1.734 1.734 0 0 0 1.097-1.097l.387-1.162zM13.863.099a.145.145 0 0 1 .274 0l.258.774c.115.346.386.617.732.732l.774.258a.145.145 0 0 1 0 .274l-.774.258a1.156 1.156 0 0 0-.732.732l-.258.774a.145.145 0 0 1-.274 0l-.258-.774a1.156 1.156 0 0 0-.732-.732l-.774-.258a.145.145 0 0 1 0-.274l.774-.258c.346-.115.617-.386.732-.732L13.863.1z"></path></symbol><symbol id="sun-fill" viewbox="0 0 16 16"><path d="M8 12a4 4 0 1 0 0-8 4 4 0 0 0 0 8zM8 0a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 0zm0 13a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 13zm8-5a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2a.5.5 0 0 1 .5.5zM3 8a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2A.5.5 0 0 1 3 8zm10.657-5.657a.5.5 0 0 1 0 .707l-1.414 1.415a.5.5 0 1 1-.707-.708l1.414-1.414a.5.5 0 0 1 .707 0zm-9.193 9.193a.5.5 0 0 1 0 .707L3.05 13.657a.5.5 0 0 1-.707-.707l1.414-1.414a.5.5 0 0 1 .707 0zm9.193 2.121a.5.5 0 0 1-.707 0l-1.414-1.414a.5.5 0 0 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .707zM4.464 4.465a.5.5 0 0 1-.707 0L2.343 3.05a.5.5 0 1 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .708z"></path></symbol></svg><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
   <div class="container-fluid top-nav-container">
-    <div class="col-md-6">
+    <div class="col-md-8">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="background-color: #FFC700; border-radius: 5px">
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
-            Alpha
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
+        <img id="incubator-logo" alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><span class="badge text-bg-warning">
+          <abbr title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.">
+            <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link">
+              <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
+              Alpha
+            </a>
+            <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
+          </abbr>
+        </span>
         
       </div>
     </div>
     <div class="selector-container">
+      <div id="theme-selector">
+        <li class="nav-item dropdown" id="theme-button-list">
+          <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+            <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><i data-feather="chevron-down"></i>
+          </button>
+          <ul class="dropdown-menu dropdown-menu-end" aria-labelledby="bd-theme-text">
+<li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                Light
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                Dark
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                Auto
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+          </ul>
+</li>
+      </div>
       
-      
-      <div class="dropdown">
+      <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Instructor View <i data-feather="chevron-down"></i>
         </button>
@@ -56,7 +85,7 @@
 </div>
     </div>
   </div>
-  <hr></header><nav class="navbar navbar-expand-xl navbar-light bg-white bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
+  <hr></header><nav class="navbar navbar-expand-xl bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle Navigation">
       <span class="navbar-toggler-icon"></span>
       <span class="menu-title">Menu</span>
@@ -110,7 +139,7 @@
       </fieldset>
     </form>
     -->
-    <a class="btn btn-primary" href="../aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
+    <a id="search-button" class="btn btn-primary" href="../instructor/aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
   </div>
 <!--/div.container-fluid -->
 </nav><div class="col-md-12 mobile-title">
@@ -133,6 +162,35 @@
           <i class="search-icon" data-feather="x" role="img"></i>
         </button>
         <div class="sidebar-inner">
+          <div class="row mobile-row" id="theme-row-mobile">
+            <div class="col" id="theme-selector">
+              <li class="nav-item dropdown" id="theme-button-list">
+                <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+                  <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><span class="d-lg-none ms-1" id="bd-theme-text">Toggle Theme</span>
+                </button>
+                <ul class="dropdown-menu dropdown-menu-right" aria-labelledby="bd-theme-text">
+<li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                      Light
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                      Dark
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                      <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                      Auto
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                </ul>
+</li>
+            </div>
+          </div>
           <div class="row mobile-row">
             <div class="col">
               <div class="sidenav-view-selector">
@@ -382,7 +440,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.4" class="external-link">sandpaper (0.16.4)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.2" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer>
 </div> <!-- / div.container -->
@@ -405,35 +463,29 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "url": "https://carpentries-incubator.github.io/python-humanities-lesson/instructor/key-points.html",
   "identifier": "https://carpentries-incubator.github.io/python-humanities-lesson/instructor/key-points.html",
   "dateCreated": "2024-02-13",
-  "dateModified": "2024-06-18",
-  "datePublished": "2024-06-18"
+  "dateModified": "2024-06-25",
+  "datePublished": "2024-06-25"
 }
 
   </script><script>
 		feather.replace();
-	</script><!-- Matomo
-    2022-11-07: we have gotten a notification that we have an overage for our
-    tracking and I'm pretty sure this has to do with Workbench usage.
-    Considering that I am not _currently_ using this tracking because I do not
-    yet know how to access the data, I am turning this off for now.
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+	</script><!-- Matomo --><script>
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+          /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
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+          _paq.push(["setDomains", ["*.lessons.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
+          _paq.push(["setDoNotTrack", true]);
+          _paq.push(["disableCookies"]);
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+              g.async=true; g.src="https://matomo.carpentries.org/matomo.js"; s.parentNode.insertBefore(g,s);
+          })();
+        </script><!-- End Matomo Code -->
 </body>
 </html><!-- END:   inst/pkgdown/templates/layout.html-->
 
diff --git a/instructor/profiles.html b/instructor/profiles.html
index a779c50b..39d33dd7 100644
--- a/instructor/profiles.html
+++ b/instructor/profiles.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Learner Profiles</title><meta name="viewport" content="width=device-width, initial-scale=1"><link rel="stylesheet" type="text/css" href="../assets/styles.css"><script src="../assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
+<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en" data-bs-theme="auto"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Learner Profiles</title><meta name="viewport" content="width=device-width, initial-scale=1"><script src="../assets/themetoggle.js"></script><link rel="stylesheet" type="text/css" href="../assets/styles.css"><script src="../assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
     MathJax.Hub.Config({
       config: ["MMLorHTML.js"],
       jax: ["input/TeX","input/MathML","output/HTML-CSS","output/NativeMML", "output/PreviewHTML"],
@@ -13,25 +13,51 @@
         processEscapes: true
       }
     });
-    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="../apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="manifest" href="../site.webmanifest"><link rel="mask-icon" href="../safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" content="#ffffff"></head><body>
-    <header id="top" class="navbar navbar-expand-md navbar-light bg-white top-nav incubator"><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
+    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="../apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="manifest" href="../site.webmanifest"><link rel="mask-icon" href="../safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" media="(prefers-color-scheme: light)" content="white"><meta name="theme-color" media="(prefers-color-scheme: dark)" content="black"></head><body>
+    <header id="top" class="navbar navbar-expand-md top-nav incubator"><svg xmlns="http://www.w3.org/2000/svg" class="d-none"><symbol id="check2" viewbox="0 0 16 16"><path d="M13.854 3.646a.5.5 0 0 1 0 .708l-7 7a.5.5 0 0 1-.708 0l-3.5-3.5a.5.5 0 1 1 .708-.708L6.5 10.293l6.646-6.647a.5.5 0 0 1 .708 0z"></path></symbol><symbol id="circle-half" viewbox="0 0 16 16"><path d="M8 15A7 7 0 1 0 8 1v14zm0 1A8 8 0 1 1 8 0a8 8 0 0 1 0 16z"></path></symbol><symbol id="moon-stars-fill" viewbox="0 0 16 16"><path d="M6 .278a.768.768 0 0 1 .08.858 7.208 7.208 0 0 0-.878 3.46c0 4.021 3.278 7.277 7.318 7.277.527 0 1.04-.055 1.533-.16a.787.787 0 0 1 .81.316.733.733 0 0 1-.031.893A8.349 8.349 0 0 1 8.344 16C3.734 16 0 12.286 0 7.71 0 4.266 2.114 1.312 5.124.06A.752.752 0 0 1 6 .278z"></path><path d="M10.794 3.148a.217.217 0 0 1 .412 0l.387 1.162c.173.518.579.924 1.097 1.097l1.162.387a.217.217 0 0 1 0 .412l-1.162.387a1.734 1.734 0 0 0-1.097 1.097l-.387 1.162a.217.217 0 0 1-.412 0l-.387-1.162A1.734 1.734 0 0 0 9.31 6.593l-1.162-.387a.217.217 0 0 1 0-.412l1.162-.387a1.734 1.734 0 0 0 1.097-1.097l.387-1.162zM13.863.099a.145.145 0 0 1 .274 0l.258.774c.115.346.386.617.732.732l.774.258a.145.145 0 0 1 0 .274l-.774.258a1.156 1.156 0 0 0-.732.732l-.258.774a.145.145 0 0 1-.274 0l-.258-.774a1.156 1.156 0 0 0-.732-.732l-.774-.258a.145.145 0 0 1 0-.274l.774-.258c.346-.115.617-.386.732-.732L13.863.1z"></path></symbol><symbol id="sun-fill" viewbox="0 0 16 16"><path d="M8 12a4 4 0 1 0 0-8 4 4 0 0 0 0 8zM8 0a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 0zm0 13a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 13zm8-5a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2a.5.5 0 0 1 .5.5zM3 8a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2A.5.5 0 0 1 3 8zm10.657-5.657a.5.5 0 0 1 0 .707l-1.414 1.415a.5.5 0 1 1-.707-.708l1.414-1.414a.5.5 0 0 1 .707 0zm-9.193 9.193a.5.5 0 0 1 0 .707L3.05 13.657a.5.5 0 0 1-.707-.707l1.414-1.414a.5.5 0 0 1 .707 0zm9.193 2.121a.5.5 0 0 1-.707 0l-1.414-1.414a.5.5 0 0 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .707zM4.464 4.465a.5.5 0 0 1-.707 0L2.343 3.05a.5.5 0 1 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .708z"></path></symbol></svg><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
   <div class="container-fluid top-nav-container">
-    <div class="col-md-6">
+    <div class="col-md-8">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="background-color: #FFC700; border-radius: 5px">
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
-            Alpha
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
+        <img id="incubator-logo" alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><span class="badge text-bg-warning">
+          <abbr title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.">
+            <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link">
+              <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
+              Alpha
+            </a>
+            <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
+          </abbr>
+        </span>
         
       </div>
     </div>
     <div class="selector-container">
+      <div id="theme-selector">
+        <li class="nav-item dropdown" id="theme-button-list">
+          <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+            <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><i data-feather="chevron-down"></i>
+          </button>
+          <ul class="dropdown-menu dropdown-menu-end" aria-labelledby="bd-theme-text"><li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                Light
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                Dark
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                Auto
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+          </ul></li>
+      </div>
       
-      
-      <div class="dropdown">
+      <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Instructor View <i data-feather="chevron-down"></i>
         </button>
@@ -39,7 +65,7 @@
         </ul></div>
     </div>
   </div>
-  <hr></header><nav class="navbar navbar-expand-xl navbar-light bg-white bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
+  <hr></header><nav class="navbar navbar-expand-xl bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle Navigation">
       <span class="navbar-toggler-icon"></span>
       <span class="menu-title">Menu</span>
@@ -86,7 +112,7 @@
       </fieldset>
     </form>
     -->
-    <a class="btn btn-primary" href="../aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
+    <a id="search-button" class="btn btn-primary" href="../instructor/aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
   </div><!--/div.container-fluid -->
 </nav><div class="col-md-12 mobile-title">
   Python for Humanities
@@ -108,6 +134,33 @@
           <i class="search-icon" data-feather="x" role="img"></i>
         </button>
         <div class="sidebar-inner">
+          <div class="row mobile-row" id="theme-row-mobile">
+            <div class="col" id="theme-selector">
+              <li class="nav-item dropdown" id="theme-button-list">
+                <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+                  <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><span class="d-lg-none ms-1" id="bd-theme-text">Toggle Theme</span>
+                </button>
+                <ul class="dropdown-menu dropdown-menu-right" aria-labelledby="bd-theme-text"><li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                      Light
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                      Dark
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                      <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                      Auto
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                </ul></li>
+            </div>
+          </div>
           <div class="row mobile-row">
             <div class="col">
               <div class="sidenav-view-selector">
@@ -298,7 +351,7 @@ <h1>Learner Profiles</h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.4" class="external-link">sandpaper (0.16.4)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.2" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -320,33 +373,27 @@ <h1>Learner Profiles</h1>
   "url": "https://carpentries-incubator.github.io/python-humanities-lesson/instructor/profiles.html",
   "identifier": "https://carpentries-incubator.github.io/python-humanities-lesson/instructor/profiles.html",
   "dateCreated": "2024-02-13",
-  "dateModified": "2024-06-18",
-  "datePublished": "2024-06-18"
+  "dateModified": "2024-06-25",
+  "datePublished": "2024-06-25"
 }
 
   </script><script>
 		feather.replace();
-	</script><!-- Matomo
-    2022-11-07: we have gotten a notification that we have an overage for our
-    tracking and I'm pretty sure this has to do with Workbench usage.
-    Considering that I am not _currently_ using this tracking because I do not
-    yet know how to access the data, I am turning this off for now.
-  <script>
-    var _paq = window._paq = window._paq || [];
-    /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
-    _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
-    _paq.push(["setDomains", ["*.preview.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
-    _paq.push(["setDoNotTrack", true]);
-    _paq.push(["disableCookies"]);
-    _paq.push(['trackPageView']);
-    _paq.push(['enableLinkTracking']);
-    (function() {
-          var u="https://carpentries.matomo.cloud/";
-          _paq.push(['setTrackerUrl', u+'matomo.php']);
-          _paq.push(['setSiteId', '1']);
-          var d=document, g=d.createElement('script'), s=d.getElementsByTagName('script')[0];
-          g.async=true; g.src='https://cdn.matomo.cloud/carpentries.matomo.cloud/matomo.js'; s.parentNode.insertBefore(g,s);
-        })();
-  </script>
-  End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
+	</script><!-- Matomo --><script>
+          var _paq = window._paq = window._paq || [];
+          /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
+          _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
+          _paq.push(["setDomains", ["*.lessons.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
+          _paq.push(["setDoNotTrack", true]);
+          _paq.push(["disableCookies"]);
+          _paq.push(["trackPageView"]);
+          _paq.push(["enableLinkTracking"]);
+          (function() {
+              var u="https://matomo.carpentries.org/";
+              _paq.push(["setTrackerUrl", u+"matomo.php"]);
+              _paq.push(["setSiteId", "1"]);
+              var d=document, g=d.createElement("script"), s=d.getElementsByTagName("script")[0];
+              g.async=true; g.src="https://matomo.carpentries.org/matomo.js"; s.parentNode.insertBefore(g,s);
+          })();
+        </script><!-- End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
 
diff --git a/instructor/reference.html b/instructor/reference.html
index e613e7b0..07a81f1c 100644
--- a/instructor/reference.html
+++ b/instructor/reference.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: </title><meta name="viewport" content="width=device-width, initial-scale=1"><link rel="stylesheet" type="text/css" href="../assets/styles.css"><script src="../assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
+<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en" data-bs-theme="auto"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: </title><meta name="viewport" content="width=device-width, initial-scale=1"><script src="../assets/themetoggle.js"></script><link rel="stylesheet" type="text/css" href="../assets/styles.css"><script src="../assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
     MathJax.Hub.Config({
       config: ["MMLorHTML.js"],
       jax: ["input/TeX","input/MathML","output/HTML-CSS","output/NativeMML", "output/PreviewHTML"],
@@ -13,25 +13,51 @@
         processEscapes: true
       }
     });
-    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="../apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="manifest" href="../site.webmanifest"><link rel="mask-icon" href="../safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" content="#ffffff"></head><body>
-    <header id="top" class="navbar navbar-expand-md navbar-light bg-white top-nav incubator"><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
+    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="../apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="manifest" href="../site.webmanifest"><link rel="mask-icon" href="../safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" media="(prefers-color-scheme: light)" content="white"><meta name="theme-color" media="(prefers-color-scheme: dark)" content="black"></head><body>
+    <header id="top" class="navbar navbar-expand-md top-nav incubator"><svg xmlns="http://www.w3.org/2000/svg" class="d-none"><symbol id="check2" viewbox="0 0 16 16"><path d="M13.854 3.646a.5.5 0 0 1 0 .708l-7 7a.5.5 0 0 1-.708 0l-3.5-3.5a.5.5 0 1 1 .708-.708L6.5 10.293l6.646-6.647a.5.5 0 0 1 .708 0z"></path></symbol><symbol id="circle-half" viewbox="0 0 16 16"><path d="M8 15A7 7 0 1 0 8 1v14zm0 1A8 8 0 1 1 8 0a8 8 0 0 1 0 16z"></path></symbol><symbol id="moon-stars-fill" viewbox="0 0 16 16"><path d="M6 .278a.768.768 0 0 1 .08.858 7.208 7.208 0 0 0-.878 3.46c0 4.021 3.278 7.277 7.318 7.277.527 0 1.04-.055 1.533-.16a.787.787 0 0 1 .81.316.733.733 0 0 1-.031.893A8.349 8.349 0 0 1 8.344 16C3.734 16 0 12.286 0 7.71 0 4.266 2.114 1.312 5.124.06A.752.752 0 0 1 6 .278z"></path><path d="M10.794 3.148a.217.217 0 0 1 .412 0l.387 1.162c.173.518.579.924 1.097 1.097l1.162.387a.217.217 0 0 1 0 .412l-1.162.387a1.734 1.734 0 0 0-1.097 1.097l-.387 1.162a.217.217 0 0 1-.412 0l-.387-1.162A1.734 1.734 0 0 0 9.31 6.593l-1.162-.387a.217.217 0 0 1 0-.412l1.162-.387a1.734 1.734 0 0 0 1.097-1.097l.387-1.162zM13.863.099a.145.145 0 0 1 .274 0l.258.774c.115.346.386.617.732.732l.774.258a.145.145 0 0 1 0 .274l-.774.258a1.156 1.156 0 0 0-.732.732l-.258.774a.145.145 0 0 1-.274 0l-.258-.774a1.156 1.156 0 0 0-.732-.732l-.774-.258a.145.145 0 0 1 0-.274l.774-.258c.346-.115.617-.386.732-.732L13.863.1z"></path></symbol><symbol id="sun-fill" viewbox="0 0 16 16"><path d="M8 12a4 4 0 1 0 0-8 4 4 0 0 0 0 8zM8 0a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 0zm0 13a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 13zm8-5a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2a.5.5 0 0 1 .5.5zM3 8a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2A.5.5 0 0 1 3 8zm10.657-5.657a.5.5 0 0 1 0 .707l-1.414 1.415a.5.5 0 1 1-.707-.708l1.414-1.414a.5.5 0 0 1 .707 0zm-9.193 9.193a.5.5 0 0 1 0 .707L3.05 13.657a.5.5 0 0 1-.707-.707l1.414-1.414a.5.5 0 0 1 .707 0zm9.193 2.121a.5.5 0 0 1-.707 0l-1.414-1.414a.5.5 0 0 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .707zM4.464 4.465a.5.5 0 0 1-.707 0L2.343 3.05a.5.5 0 1 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .708z"></path></symbol></svg><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
   <div class="container-fluid top-nav-container">
-    <div class="col-md-6">
+    <div class="col-md-8">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="background-color: #FFC700; border-radius: 5px">
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
-            Alpha
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
+        <img id="incubator-logo" alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><span class="badge text-bg-warning">
+          <abbr title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.">
+            <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link">
+              <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
+              Alpha
+            </a>
+            <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
+          </abbr>
+        </span>
         
       </div>
     </div>
     <div class="selector-container">
+      <div id="theme-selector">
+        <li class="nav-item dropdown" id="theme-button-list">
+          <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+            <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><i data-feather="chevron-down"></i>
+          </button>
+          <ul class="dropdown-menu dropdown-menu-end" aria-labelledby="bd-theme-text"><li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                Light
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                Dark
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                Auto
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+          </ul></li>
+      </div>
       
-      
-      <div class="dropdown">
+      <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Instructor View <i data-feather="chevron-down"></i>
         </button>
@@ -39,7 +65,7 @@
         </ul></div>
     </div>
   </div>
-  <hr></header><nav class="navbar navbar-expand-xl navbar-light bg-white bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
+  <hr></header><nav class="navbar navbar-expand-xl bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle Navigation">
       <span class="navbar-toggler-icon"></span>
       <span class="menu-title">Menu</span>
@@ -86,7 +112,7 @@
       </fieldset>
     </form>
     -->
-    <a class="btn btn-primary" href="../aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
+    <a id="search-button" class="btn btn-primary" href="../instructor/aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
   </div><!--/div.container-fluid -->
 </nav><div class="col-md-12 mobile-title">
   Python for Humanities
@@ -108,6 +134,33 @@
           <i class="search-icon" data-feather="x" role="img"></i>
         </button>
         <div class="sidebar-inner">
+          <div class="row mobile-row" id="theme-row-mobile">
+            <div class="col" id="theme-selector">
+              <li class="nav-item dropdown" id="theme-button-list">
+                <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+                  <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><span class="d-lg-none ms-1" id="bd-theme-text">Toggle Theme</span>
+                </button>
+                <ul class="dropdown-menu dropdown-menu-right" aria-labelledby="bd-theme-text"><li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                      Light
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                      Dark
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                      <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                      Auto
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                </ul></li>
+            </div>
+          </div>
           <div class="row mobile-row">
             <div class="col">
               <div class="sidenav-view-selector">
@@ -340,7 +393,7 @@ <h1></h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.4" class="external-link">sandpaper (0.16.4)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.2" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -363,32 +416,26 @@ <h1></h1>
   "identifier": "https://carpentries-incubator.github.io/python-humanities-lesson/instructor/reference.html",
   "dateCreated": "2024-02-13",
   "dateModified": "2024-02-13",
-  "datePublished": "2024-06-18"
+  "datePublished": "2024-06-25"
 }
 
   </script><script>
 		feather.replace();
-	</script><!-- Matomo
-    2022-11-07: we have gotten a notification that we have an overage for our
-    tracking and I'm pretty sure this has to do with Workbench usage.
-    Considering that I am not _currently_ using this tracking because I do not
-    yet know how to access the data, I am turning this off for now.
-  <script>
-    var _paq = window._paq = window._paq || [];
-    /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
-    _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
-    _paq.push(["setDomains", ["*.preview.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
-    _paq.push(["setDoNotTrack", true]);
-    _paq.push(["disableCookies"]);
-    _paq.push(['trackPageView']);
-    _paq.push(['enableLinkTracking']);
-    (function() {
-          var u="https://carpentries.matomo.cloud/";
-          _paq.push(['setTrackerUrl', u+'matomo.php']);
-          _paq.push(['setSiteId', '1']);
-          var d=document, g=d.createElement('script'), s=d.getElementsByTagName('script')[0];
-          g.async=true; g.src='https://cdn.matomo.cloud/carpentries.matomo.cloud/matomo.js'; s.parentNode.insertBefore(g,s);
-        })();
-  </script>
-  End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
+	</script><!-- Matomo --><script>
+          var _paq = window._paq = window._paq || [];
+          /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
+          _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
+          _paq.push(["setDomains", ["*.lessons.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
+          _paq.push(["setDoNotTrack", true]);
+          _paq.push(["disableCookies"]);
+          _paq.push(["trackPageView"]);
+          _paq.push(["enableLinkTracking"]);
+          (function() {
+              var u="https://matomo.carpentries.org/";
+              _paq.push(["setTrackerUrl", u+"matomo.php"]);
+              _paq.push(["setSiteId", "1"]);
+              var d=document, g=d.createElement("script"), s=d.getElementsByTagName("script")[0];
+              g.async=true; g.src="https://matomo.carpentries.org/matomo.js"; s.parentNode.insertBefore(g,s);
+          })();
+        </script><!-- End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
 
diff --git a/key-points.html b/key-points.html
index b3c52f8e..2cacd55b 100644
--- a/key-points.html
+++ b/key-points.html
@@ -1,11 +1,11 @@
 <!DOCTYPE html>
-<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en">
+<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en" data-bs-theme="auto">
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
 <meta charset="utf-8">
 <title>Python for Humanities: Key Points</title>
 <meta name="viewport" content="width=device-width, initial-scale=1">
-<link rel="stylesheet" type="text/css" href="assets/styles.css">
+<script src="assets/themetoggle.js"></script><link rel="stylesheet" type="text/css" href="assets/styles.css">
 <script src="assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
     MathJax.Hub.Config({
       config: ["MMLorHTML.js"],
@@ -26,27 +26,56 @@
 <link rel="manifest" href="site.webmanifest">
 <link rel="mask-icon" href="safari-pinned-tab.svg" color="#5bbad5">
 <meta name="msapplication-TileColor" content="#da532c">
-<meta name="theme-color" content="#ffffff">
+<meta name="theme-color" media="(prefers-color-scheme: light)" content="white">
+<meta name="theme-color" media="(prefers-color-scheme: dark)" content="black">
 </head>
 <body>
-    <header id="top" class="navbar navbar-expand-md navbar-light bg-white top-nav incubator"><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
+    <header id="top" class="navbar navbar-expand-md top-nav incubator"><svg xmlns="http://www.w3.org/2000/svg" class="d-none"><symbol id="check2" viewbox="0 0 16 16"><path d="M13.854 3.646a.5.5 0 0 1 0 .708l-7 7a.5.5 0 0 1-.708 0l-3.5-3.5a.5.5 0 1 1 .708-.708L6.5 10.293l6.646-6.647a.5.5 0 0 1 .708 0z"></path></symbol><symbol id="circle-half" viewbox="0 0 16 16"><path d="M8 15A7 7 0 1 0 8 1v14zm0 1A8 8 0 1 1 8 0a8 8 0 0 1 0 16z"></path></symbol><symbol id="moon-stars-fill" viewbox="0 0 16 16"><path d="M6 .278a.768.768 0 0 1 .08.858 7.208 7.208 0 0 0-.878 3.46c0 4.021 3.278 7.277 7.318 7.277.527 0 1.04-.055 1.533-.16a.787.787 0 0 1 .81.316.733.733 0 0 1-.031.893A8.349 8.349 0 0 1 8.344 16C3.734 16 0 12.286 0 7.71 0 4.266 2.114 1.312 5.124.06A.752.752 0 0 1 6 .278z"></path><path d="M10.794 3.148a.217.217 0 0 1 .412 0l.387 1.162c.173.518.579.924 1.097 1.097l1.162.387a.217.217 0 0 1 0 .412l-1.162.387a1.734 1.734 0 0 0-1.097 1.097l-.387 1.162a.217.217 0 0 1-.412 0l-.387-1.162A1.734 1.734 0 0 0 9.31 6.593l-1.162-.387a.217.217 0 0 1 0-.412l1.162-.387a1.734 1.734 0 0 0 1.097-1.097l.387-1.162zM13.863.099a.145.145 0 0 1 .274 0l.258.774c.115.346.386.617.732.732l.774.258a.145.145 0 0 1 0 .274l-.774.258a1.156 1.156 0 0 0-.732.732l-.258.774a.145.145 0 0 1-.274 0l-.258-.774a1.156 1.156 0 0 0-.732-.732l-.774-.258a.145.145 0 0 1 0-.274l.774-.258c.346-.115.617-.386.732-.732L13.863.1z"></path></symbol><symbol id="sun-fill" viewbox="0 0 16 16"><path d="M8 12a4 4 0 1 0 0-8 4 4 0 0 0 0 8zM8 0a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 0zm0 13a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 13zm8-5a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2a.5.5 0 0 1 .5.5zM3 8a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2A.5.5 0 0 1 3 8zm10.657-5.657a.5.5 0 0 1 0 .707l-1.414 1.415a.5.5 0 1 1-.707-.708l1.414-1.414a.5.5 0 0 1 .707 0zm-9.193 9.193a.5.5 0 0 1 0 .707L3.05 13.657a.5.5 0 0 1-.707-.707l1.414-1.414a.5.5 0 0 1 .707 0zm9.193 2.121a.5.5 0 0 1-.707 0l-1.414-1.414a.5.5 0 0 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .707zM4.464 4.465a.5.5 0 0 1-.707 0L2.343 3.05a.5.5 0 1 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .708z"></path></symbol></svg><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
   <div class="container-fluid top-nav-container">
-    <div class="col-md-6">
+    <div class="col-md-8">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="background-color: #FFC700; border-radius: 5px">
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
-            Alpha
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
+        <img id="incubator-logo" alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><span class="badge text-bg-warning">
+          <abbr title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.">
+            <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link">
+              <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
+              Alpha
+            </a>
+            <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
+          </abbr>
+        </span>
         
       </div>
     </div>
     <div class="selector-container">
+      <div id="theme-selector">
+        <li class="nav-item dropdown" id="theme-button-list">
+          <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+            <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><i data-feather="chevron-down"></i>
+          </button>
+          <ul class="dropdown-menu dropdown-menu-end" aria-labelledby="bd-theme-text">
+<li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                Light
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                Dark
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                Auto
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+          </ul>
+</li>
+      </div>
       
-      
-      <div class="dropdown">
+      <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Learner View <i data-feather="chevron-down"></i>
         </button>
@@ -56,7 +85,7 @@
 </div>
     </div>
   </div>
-  <hr></header><nav class="navbar navbar-expand-xl navbar-light bg-white bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
+  <hr></header><nav class="navbar navbar-expand-xl bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle Navigation">
       <span class="navbar-toggler-icon"></span>
       <span class="menu-title">Menu</span>
@@ -109,7 +138,7 @@
       </fieldset>
     </form>
     -->
-    <a class="btn btn-primary" href="aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
+    <a id="search-button" class="btn btn-primary" href="aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
   </div>
 <!--/div.container-fluid -->
 </nav><div class="col-md-12 mobile-title">
@@ -132,6 +161,35 @@
           <i class="search-icon" data-feather="x" role="img"></i>
         </button>
         <div class="sidebar-inner">
+          <div class="row mobile-row" id="theme-row-mobile">
+            <div class="col" id="theme-selector">
+              <li class="nav-item dropdown" id="theme-button-list">
+                <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+                  <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><span class="d-lg-none ms-1" id="bd-theme-text">Toggle Theme</span>
+                </button>
+                <ul class="dropdown-menu dropdown-menu-right" aria-labelledby="bd-theme-text">
+<li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                      Light
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                      Dark
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                      <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                      Auto
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                </ul>
+</li>
+            </div>
+          </div>
           <div class="row mobile-row">
             <div class="col">
               <div class="sidenav-view-selector">
@@ -380,7 +438,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.4" class="external-link">sandpaper (0.16.4)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.2" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer>
 </div> <!-- / div.container -->
@@ -403,35 +461,29 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "url": "https://carpentries-incubator.github.io/python-humanities-lesson/key-points.html",
   "identifier": "https://carpentries-incubator.github.io/python-humanities-lesson/key-points.html",
   "dateCreated": "2024-02-13",
-  "dateModified": "2024-06-18",
-  "datePublished": "2024-06-18"
+  "dateModified": "2024-06-25",
+  "datePublished": "2024-06-25"
 }
 
   </script><script>
 		feather.replace();
-	</script><!-- Matomo
-    2022-11-07: we have gotten a notification that we have an overage for our
-    tracking and I'm pretty sure this has to do with Workbench usage.
-    Considering that I am not _currently_ using this tracking because I do not
-    yet know how to access the data, I am turning this off for now.
-  <script>
-    var _paq = window._paq = window._paq || [];
-    /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
-    _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
-    _paq.push(["setDomains", ["*.preview.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
-    _paq.push(["setDoNotTrack", true]);
-    _paq.push(["disableCookies"]);
-    _paq.push(['trackPageView']);
-    _paq.push(['enableLinkTracking']);
-    (function() {
-          var u="https://carpentries.matomo.cloud/";
-          _paq.push(['setTrackerUrl', u+'matomo.php']);
-          _paq.push(['setSiteId', '1']);
-          var d=document, g=d.createElement('script'), s=d.getElementsByTagName('script')[0];
-          g.async=true; g.src='https://cdn.matomo.cloud/carpentries.matomo.cloud/matomo.js'; s.parentNode.insertBefore(g,s);
-        })();
-  </script>
-  End Matomo Code -->
+	</script><!-- Matomo --><script>
+          var _paq = window._paq = window._paq || [];
+          /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
+          _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
+          _paq.push(["setDomains", ["*.lessons.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
+          _paq.push(["setDoNotTrack", true]);
+          _paq.push(["disableCookies"]);
+          _paq.push(["trackPageView"]);
+          _paq.push(["enableLinkTracking"]);
+          (function() {
+              var u="https://matomo.carpentries.org/";
+              _paq.push(["setTrackerUrl", u+"matomo.php"]);
+              _paq.push(["setSiteId", "1"]);
+              var d=document, g=d.createElement("script"), s=d.getElementsByTagName("script")[0];
+              g.async=true; g.src="https://matomo.carpentries.org/matomo.js"; s.parentNode.insertBefore(g,s);
+          })();
+        </script><!-- End Matomo Code -->
 </body>
 </html><!-- END:   inst/pkgdown/templates/layout.html-->
 
diff --git a/pkgdown.yml b/pkgdown.yml
index d8f6ecef..3b593dea 100644
--- a/pkgdown.yml
+++ b/pkgdown.yml
@@ -2,5 +2,5 @@ pandoc: 3.1.11
 pkgdown: 2.0.9
 pkgdown_sha: ~
 articles: {}
-last_built: 2024-06-18T00:59Z
+last_built: 2024-06-25T00:59Z
 
diff --git a/profiles.html b/profiles.html
index e01930af..db96685b 100644
--- a/profiles.html
+++ b/profiles.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Learner Profiles</title><meta name="viewport" content="width=device-width, initial-scale=1"><link rel="stylesheet" type="text/css" href="assets/styles.css"><script src="assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
+<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en" data-bs-theme="auto"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: Learner Profiles</title><meta name="viewport" content="width=device-width, initial-scale=1"><script src="assets/themetoggle.js"></script><link rel="stylesheet" type="text/css" href="assets/styles.css"><script src="assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
     MathJax.Hub.Config({
       config: ["MMLorHTML.js"],
       jax: ["input/TeX","input/MathML","output/HTML-CSS","output/NativeMML", "output/PreviewHTML"],
@@ -13,25 +13,51 @@
         processEscapes: true
       }
     });
-    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="favicon-16x16.png"><link rel="manifest" href="site.webmanifest"><link rel="mask-icon" href="safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" content="#ffffff"></head><body>
-    <header id="top" class="navbar navbar-expand-md navbar-light bg-white top-nav incubator"><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
+    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="favicon-16x16.png"><link rel="manifest" href="site.webmanifest"><link rel="mask-icon" href="safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" media="(prefers-color-scheme: light)" content="white"><meta name="theme-color" media="(prefers-color-scheme: dark)" content="black"></head><body>
+    <header id="top" class="navbar navbar-expand-md top-nav incubator"><svg xmlns="http://www.w3.org/2000/svg" class="d-none"><symbol id="check2" viewbox="0 0 16 16"><path d="M13.854 3.646a.5.5 0 0 1 0 .708l-7 7a.5.5 0 0 1-.708 0l-3.5-3.5a.5.5 0 1 1 .708-.708L6.5 10.293l6.646-6.647a.5.5 0 0 1 .708 0z"></path></symbol><symbol id="circle-half" viewbox="0 0 16 16"><path d="M8 15A7 7 0 1 0 8 1v14zm0 1A8 8 0 1 1 8 0a8 8 0 0 1 0 16z"></path></symbol><symbol id="moon-stars-fill" viewbox="0 0 16 16"><path d="M6 .278a.768.768 0 0 1 .08.858 7.208 7.208 0 0 0-.878 3.46c0 4.021 3.278 7.277 7.318 7.277.527 0 1.04-.055 1.533-.16a.787.787 0 0 1 .81.316.733.733 0 0 1-.031.893A8.349 8.349 0 0 1 8.344 16C3.734 16 0 12.286 0 7.71 0 4.266 2.114 1.312 5.124.06A.752.752 0 0 1 6 .278z"></path><path d="M10.794 3.148a.217.217 0 0 1 .412 0l.387 1.162c.173.518.579.924 1.097 1.097l1.162.387a.217.217 0 0 1 0 .412l-1.162.387a1.734 1.734 0 0 0-1.097 1.097l-.387 1.162a.217.217 0 0 1-.412 0l-.387-1.162A1.734 1.734 0 0 0 9.31 6.593l-1.162-.387a.217.217 0 0 1 0-.412l1.162-.387a1.734 1.734 0 0 0 1.097-1.097l.387-1.162zM13.863.099a.145.145 0 0 1 .274 0l.258.774c.115.346.386.617.732.732l.774.258a.145.145 0 0 1 0 .274l-.774.258a1.156 1.156 0 0 0-.732.732l-.258.774a.145.145 0 0 1-.274 0l-.258-.774a1.156 1.156 0 0 0-.732-.732l-.774-.258a.145.145 0 0 1 0-.274l.774-.258c.346-.115.617-.386.732-.732L13.863.1z"></path></symbol><symbol id="sun-fill" viewbox="0 0 16 16"><path d="M8 12a4 4 0 1 0 0-8 4 4 0 0 0 0 8zM8 0a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 0zm0 13a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 13zm8-5a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2a.5.5 0 0 1 .5.5zM3 8a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2A.5.5 0 0 1 3 8zm10.657-5.657a.5.5 0 0 1 0 .707l-1.414 1.415a.5.5 0 1 1-.707-.708l1.414-1.414a.5.5 0 0 1 .707 0zm-9.193 9.193a.5.5 0 0 1 0 .707L3.05 13.657a.5.5 0 0 1-.707-.707l1.414-1.414a.5.5 0 0 1 .707 0zm9.193 2.121a.5.5 0 0 1-.707 0l-1.414-1.414a.5.5 0 0 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .707zM4.464 4.465a.5.5 0 0 1-.707 0L2.343 3.05a.5.5 0 1 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .708z"></path></symbol></svg><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
   <div class="container-fluid top-nav-container">
-    <div class="col-md-6">
+    <div class="col-md-8">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="background-color: #FFC700; border-radius: 5px">
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
-            Alpha
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
+        <img id="incubator-logo" alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><span class="badge text-bg-warning">
+          <abbr title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.">
+            <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link">
+              <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
+              Alpha
+            </a>
+            <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
+          </abbr>
+        </span>
         
       </div>
     </div>
     <div class="selector-container">
+      <div id="theme-selector">
+        <li class="nav-item dropdown" id="theme-button-list">
+          <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+            <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><i data-feather="chevron-down"></i>
+          </button>
+          <ul class="dropdown-menu dropdown-menu-end" aria-labelledby="bd-theme-text"><li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                Light
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                Dark
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                Auto
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+          </ul></li>
+      </div>
       
-      
-      <div class="dropdown">
+      <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Learner View <i data-feather="chevron-down"></i>
         </button>
@@ -39,7 +65,7 @@
         </ul></div>
     </div>
   </div>
-  <hr></header><nav class="navbar navbar-expand-xl navbar-light bg-white bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
+  <hr></header><nav class="navbar navbar-expand-xl bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle Navigation">
       <span class="navbar-toggler-icon"></span>
       <span class="menu-title">Menu</span>
@@ -86,7 +112,7 @@
       </fieldset>
     </form>
     -->
-    <a class="btn btn-primary" href="aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
+    <a id="search-button" class="btn btn-primary" href="aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
   </div><!--/div.container-fluid -->
 </nav><div class="col-md-12 mobile-title">
   Python for Humanities
@@ -108,6 +134,33 @@
           <i class="search-icon" data-feather="x" role="img"></i>
         </button>
         <div class="sidebar-inner">
+          <div class="row mobile-row" id="theme-row-mobile">
+            <div class="col" id="theme-selector">
+              <li class="nav-item dropdown" id="theme-button-list">
+                <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+                  <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><span class="d-lg-none ms-1" id="bd-theme-text">Toggle Theme</span>
+                </button>
+                <ul class="dropdown-menu dropdown-menu-right" aria-labelledby="bd-theme-text"><li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                      Light
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                      Dark
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                      <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                      Auto
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                </ul></li>
+            </div>
+          </div>
           <div class="row mobile-row">
             <div class="col">
               <div class="sidenav-view-selector">
@@ -298,7 +351,7 @@ <h1>Learner Profiles</h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.4" class="external-link">sandpaper (0.16.4)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.2" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -320,33 +373,27 @@ <h1>Learner Profiles</h1>
   "url": "https://carpentries-incubator.github.io/python-humanities-lesson/profiles.html",
   "identifier": "https://carpentries-incubator.github.io/python-humanities-lesson/profiles.html",
   "dateCreated": "2024-02-13",
-  "dateModified": "2024-06-18",
-  "datePublished": "2024-06-18"
+  "dateModified": "2024-06-25",
+  "datePublished": "2024-06-25"
 }
 
   </script><script>
 		feather.replace();
-	</script><!-- Matomo
-    2022-11-07: we have gotten a notification that we have an overage for our
-    tracking and I'm pretty sure this has to do with Workbench usage.
-    Considering that I am not _currently_ using this tracking because I do not
-    yet know how to access the data, I am turning this off for now.
-  <script>
-    var _paq = window._paq = window._paq || [];
-    /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
-    _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
-    _paq.push(["setDomains", ["*.preview.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
-    _paq.push(["setDoNotTrack", true]);
-    _paq.push(["disableCookies"]);
-    _paq.push(['trackPageView']);
-    _paq.push(['enableLinkTracking']);
-    (function() {
-          var u="https://carpentries.matomo.cloud/";
-          _paq.push(['setTrackerUrl', u+'matomo.php']);
-          _paq.push(['setSiteId', '1']);
-          var d=document, g=d.createElement('script'), s=d.getElementsByTagName('script')[0];
-          g.async=true; g.src='https://cdn.matomo.cloud/carpentries.matomo.cloud/matomo.js'; s.parentNode.insertBefore(g,s);
-        })();
-  </script>
-  End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
+	</script><!-- Matomo --><script>
+          var _paq = window._paq = window._paq || [];
+          /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
+          _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
+          _paq.push(["setDomains", ["*.lessons.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
+          _paq.push(["setDoNotTrack", true]);
+          _paq.push(["disableCookies"]);
+          _paq.push(["trackPageView"]);
+          _paq.push(["enableLinkTracking"]);
+          (function() {
+              var u="https://matomo.carpentries.org/";
+              _paq.push(["setTrackerUrl", u+"matomo.php"]);
+              _paq.push(["setSiteId", "1"]);
+              var d=document, g=d.createElement("script"), s=d.getElementsByTagName("script")[0];
+              g.async=true; g.src="https://matomo.carpentries.org/matomo.js"; s.parentNode.insertBefore(g,s);
+          })();
+        </script><!-- End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
 
diff --git a/reference.html b/reference.html
index 238d73ca..e56404c7 100644
--- a/reference.html
+++ b/reference.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: </title><meta name="viewport" content="width=device-width, initial-scale=1"><link rel="stylesheet" type="text/css" href="assets/styles.css"><script src="assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
+<!-- START: inst/pkgdown/templates/layout.html --><!-- Generated by pkgdown: do not edit by hand --><html lang="en" data-bs-theme="auto"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><title>Python for Humanities: </title><meta name="viewport" content="width=device-width, initial-scale=1"><script src="assets/themetoggle.js"></script><link rel="stylesheet" type="text/css" href="assets/styles.css"><script src="assets/scripts.js" type="text/javascript"></script><!-- mathjax --><script type="text/x-mathjax-config">
     MathJax.Hub.Config({
       config: ["MMLorHTML.js"],
       jax: ["input/TeX","input/MathML","output/HTML-CSS","output/NativeMML", "output/PreviewHTML"],
@@ -13,25 +13,51 @@
         processEscapes: true
       }
     });
-    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="favicon-16x16.png"><link rel="manifest" href="site.webmanifest"><link rel="mask-icon" href="safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" content="#ffffff"></head><body>
-    <header id="top" class="navbar navbar-expand-md navbar-light bg-white top-nav incubator"><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
+    </script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><!-- Responsive Favicon for The Carpentries --><link rel="apple-touch-icon" sizes="180x180" href="apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="favicon-32x32.png"><link rel="icon" type="image/png" sizes="16x16" href="favicon-16x16.png"><link rel="manifest" href="site.webmanifest"><link rel="mask-icon" href="safari-pinned-tab.svg" color="#5bbad5"><meta name="msapplication-TileColor" content="#da532c"><meta name="theme-color" media="(prefers-color-scheme: light)" content="white"><meta name="theme-color" media="(prefers-color-scheme: dark)" content="black"></head><body>
+    <header id="top" class="navbar navbar-expand-md top-nav incubator"><svg xmlns="http://www.w3.org/2000/svg" class="d-none"><symbol id="check2" viewbox="0 0 16 16"><path d="M13.854 3.646a.5.5 0 0 1 0 .708l-7 7a.5.5 0 0 1-.708 0l-3.5-3.5a.5.5 0 1 1 .708-.708L6.5 10.293l6.646-6.647a.5.5 0 0 1 .708 0z"></path></symbol><symbol id="circle-half" viewbox="0 0 16 16"><path d="M8 15A7 7 0 1 0 8 1v14zm0 1A8 8 0 1 1 8 0a8 8 0 0 1 0 16z"></path></symbol><symbol id="moon-stars-fill" viewbox="0 0 16 16"><path d="M6 .278a.768.768 0 0 1 .08.858 7.208 7.208 0 0 0-.878 3.46c0 4.021 3.278 7.277 7.318 7.277.527 0 1.04-.055 1.533-.16a.787.787 0 0 1 .81.316.733.733 0 0 1-.031.893A8.349 8.349 0 0 1 8.344 16C3.734 16 0 12.286 0 7.71 0 4.266 2.114 1.312 5.124.06A.752.752 0 0 1 6 .278z"></path><path d="M10.794 3.148a.217.217 0 0 1 .412 0l.387 1.162c.173.518.579.924 1.097 1.097l1.162.387a.217.217 0 0 1 0 .412l-1.162.387a1.734 1.734 0 0 0-1.097 1.097l-.387 1.162a.217.217 0 0 1-.412 0l-.387-1.162A1.734 1.734 0 0 0 9.31 6.593l-1.162-.387a.217.217 0 0 1 0-.412l1.162-.387a1.734 1.734 0 0 0 1.097-1.097l.387-1.162zM13.863.099a.145.145 0 0 1 .274 0l.258.774c.115.346.386.617.732.732l.774.258a.145.145 0 0 1 0 .274l-.774.258a1.156 1.156 0 0 0-.732.732l-.258.774a.145.145 0 0 1-.274 0l-.258-.774a1.156 1.156 0 0 0-.732-.732l-.774-.258a.145.145 0 0 1 0-.274l.774-.258c.346-.115.617-.386.732-.732L13.863.1z"></path></symbol><symbol id="sun-fill" viewbox="0 0 16 16"><path d="M8 12a4 4 0 1 0 0-8 4 4 0 0 0 0 8zM8 0a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 0zm0 13a.5.5 0 0 1 .5.5v2a.5.5 0 0 1-1 0v-2A.5.5 0 0 1 8 13zm8-5a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2a.5.5 0 0 1 .5.5zM3 8a.5.5 0 0 1-.5.5h-2a.5.5 0 0 1 0-1h2A.5.5 0 0 1 3 8zm10.657-5.657a.5.5 0 0 1 0 .707l-1.414 1.415a.5.5 0 1 1-.707-.708l1.414-1.414a.5.5 0 0 1 .707 0zm-9.193 9.193a.5.5 0 0 1 0 .707L3.05 13.657a.5.5 0 0 1-.707-.707l1.414-1.414a.5.5 0 0 1 .707 0zm9.193 2.121a.5.5 0 0 1-.707 0l-1.414-1.414a.5.5 0 0 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .707zM4.464 4.465a.5.5 0 0 1-.707 0L2.343 3.05a.5.5 0 1 1 .707-.707l1.414 1.414a.5.5 0 0 1 0 .708z"></path></symbol></svg><a class="visually-hidden-focusable skip-link" href="#main-content">Skip to main content</a>
   <div class="container-fluid top-nav-container">
-    <div class="col-md-6">
+    <div class="col-md-8">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="background-color: #FFC700; border-radius: 5px">
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
-            Alpha
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
+        <img id="incubator-logo" alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><span class="badge text-bg-warning">
+          <abbr title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.">
+            <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link">
+              <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="border-radius: 5px"></i>
+              Alpha
+            </a>
+            <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
+          </abbr>
+        </span>
         
       </div>
     </div>
     <div class="selector-container">
+      <div id="theme-selector">
+        <li class="nav-item dropdown" id="theme-button-list">
+          <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+            <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><i data-feather="chevron-down"></i>
+          </button>
+          <ul class="dropdown-menu dropdown-menu-end" aria-labelledby="bd-theme-text"><li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                Light
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                Dark
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+            <li>
+              <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                Auto
+                <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+            </li>
+          </ul></li>
+      </div>
       
-      
-      <div class="dropdown">
+      <div class="dropdown" id="instructor-dropdown">
         <button class="btn btn-secondary dropdown-toggle bordered-button" type="button" id="dropdownMenu1" data-bs-toggle="dropdown" aria-expanded="false">
           <i aria-hidden="true" class="icon" data-feather="eye"></i> Learner View <i data-feather="chevron-down"></i>
         </button>
@@ -39,7 +65,7 @@
         </ul></div>
     </div>
   </div>
-  <hr></header><nav class="navbar navbar-expand-xl navbar-light bg-white bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
+  <hr></header><nav class="navbar navbar-expand-xl bottom-nav incubator" aria-label="Main Navigation"><div class="container-fluid nav-container">
     <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle Navigation">
       <span class="navbar-toggler-icon"></span>
       <span class="menu-title">Menu</span>
@@ -86,7 +112,7 @@
       </fieldset>
     </form>
     -->
-    <a class="btn btn-primary" href="aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
+    <a id="search-button" class="btn btn-primary" href="aio.html" role="button" aria-label="Search the All In One page">Search the All In One page</a>
   </div><!--/div.container-fluid -->
 </nav><div class="col-md-12 mobile-title">
   Python for Humanities
@@ -108,6 +134,33 @@
           <i class="search-icon" data-feather="x" role="img"></i>
         </button>
         <div class="sidebar-inner">
+          <div class="row mobile-row" id="theme-row-mobile">
+            <div class="col" id="theme-selector">
+              <li class="nav-item dropdown" id="theme-button-list">
+                <button class="btn btn-link nav-link px-0 px-lg-2 dropdown-toggle d-flex align-items-center" id="bd-theme" type="button" aria-expanded="false" data-bs-toggle="dropdown" data-bs-display="static" aria-label="Toggle theme (auto)">
+                  <svg class="bi my-1 theme-icon-active"><use href="#circle-half"></use></svg><span class="d-lg-none ms-1" id="bd-theme-text">Toggle Theme</span>
+                </button>
+                <ul class="dropdown-menu dropdown-menu-right" aria-labelledby="bd-theme-text"><li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="light" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#sun-fill"></use></svg>
+                      Light
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center" data-bs-theme-value="dark" aria-pressed="false">
+                      <svg class="bi me-2 theme-icon"><use href="#moon-stars-fill"></use></svg>
+                      Dark
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                  <li>
+                    <button type="button" class="btn dropdown-item d-flex align-items-center active" data-bs-theme-value="auto" aria-pressed="true">
+                      <svg class="bi me-2 theme-icon"><use href="#circle-half"></use></svg>
+                      Auto
+                      <svg class="bi ms-auto d-none"><use href="#check2"></use></svg></button>
+                  </li>
+                </ul></li>
+            </div>
+          </div>
           <div class="row mobile-row">
             <div class="col">
               <div class="sidenav-view-selector">
@@ -338,7 +391,7 @@ <h1></h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.4" class="external-link">sandpaper (0.16.4)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.2" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -361,32 +414,26 @@ <h1></h1>
   "identifier": "https://carpentries-incubator.github.io/python-humanities-lesson/reference.html",
   "dateCreated": "2024-02-13",
   "dateModified": "2024-02-13",
-  "datePublished": "2024-06-18"
+  "datePublished": "2024-06-25"
 }
 
   </script><script>
 		feather.replace();
-	</script><!-- Matomo
-    2022-11-07: we have gotten a notification that we have an overage for our
-    tracking and I'm pretty sure this has to do with Workbench usage.
-    Considering that I am not _currently_ using this tracking because I do not
-    yet know how to access the data, I am turning this off for now.
-  <script>
-    var _paq = window._paq = window._paq || [];
-    /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
-    _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
-    _paq.push(["setDomains", ["*.preview.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
-    _paq.push(["setDoNotTrack", true]);
-    _paq.push(["disableCookies"]);
-    _paq.push(['trackPageView']);
-    _paq.push(['enableLinkTracking']);
-    (function() {
-          var u="https://carpentries.matomo.cloud/";
-          _paq.push(['setTrackerUrl', u+'matomo.php']);
-          _paq.push(['setSiteId', '1']);
-          var d=document, g=d.createElement('script'), s=d.getElementsByTagName('script')[0];
-          g.async=true; g.src='https://cdn.matomo.cloud/carpentries.matomo.cloud/matomo.js'; s.parentNode.insertBefore(g,s);
-        })();
-  </script>
-  End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->
+	</script><!-- Matomo --><script>
+          var _paq = window._paq = window._paq || [];
+          /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
+          _paq.push(["setDocumentTitle", document.domain + "/" + document.title]);
+          _paq.push(["setDomains", ["*.lessons.carpentries.org","*.datacarpentry.github.io","*.datacarpentry.org","*.librarycarpentry.github.io","*.librarycarpentry.org","*.swcarpentry.github.io", "*.carpentries.github.io"]]);
+          _paq.push(["setDoNotTrack", true]);
+          _paq.push(["disableCookies"]);
+          _paq.push(["trackPageView"]);
+          _paq.push(["enableLinkTracking"]);
+          (function() {
+              var u="https://matomo.carpentries.org/";
+              _paq.push(["setTrackerUrl", u+"matomo.php"]);
+              _paq.push(["setSiteId", "1"]);
+              var d=document, g=d.createElement("script"), s=d.getElementsByTagName("script")[0];
+              g.async=true; g.src="https://matomo.carpentries.org/matomo.js"; s.parentNode.insertBefore(g,s);
+          })();
+        </script><!-- End Matomo Code --></body></html><!-- END:   inst/pkgdown/templates/layout.html-->