From 4b4d584e65381e2462b66b4c6b369a3287d5c184 Mon Sep 17 00:00:00 2001
From: Silas Santini <70163606+pancakereport@users.noreply.github.com>
Date: Mon, 15 Dec 2025 17:23:45 -0800
Subject: [PATCH 01/11] fix callouts scrollable regions and theme

---
 README.md       |  4 ++--
 _quarto.yml     | 11 +++--------
 a11y-fixes.html | 49 +++++++++++++++++++++++++++++++++++++++++++++++++
 3 files changed, 54 insertions(+), 10 deletions(-)
 create mode 100644 a11y-fixes.html

diff --git a/README.md b/README.md
index b759a4c..032f5e4 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 # Debugging Guide
 
-[![Accessibility Checks](https://github.com/DS-100/debugging-guide/actions/workflows/a11y.yml/badge.svg)](https://github.com/DS-100/debugging-guide/actions/workflows/a11y.yml)
+[![pages-build-deployment](https://github.com/DS-100/debugging-guide/actions/workflows/pages/pages-build-deployment/badge.svg)](https://github.com/DS-100/debugging-guide/actions/workflows/pages/pages-build-deployment) [![Accessibility Checks](https://github.com/DS-100/debugging-guide/actions/workflows/a11y.yml/badge.svg)](https://github.com/DS-100/debugging-guide/actions/workflows/a11y.yml)
 
 Website link: https://ds100.org/debugging-guide/
 
@@ -42,7 +42,7 @@ pip3 install -r requirements.txt # will take a while
 ipython kernel install --user
 ```
 
-If you get an `error: externally-managed-environment` on the third line, run `pip3 install -r requirements.txt --break-system-packages`
+If you get an `error: externally-managed-environment` on the third line, run `pip3 install -r requirements.txt --break-system-packages`. You may also run into issues if you're running on Apple silicon. I fixed this by running `conda install -c conda-forge scikit-learn==1.2.2 scikit-image==0.25.2` before `pip3 install -r requirements.txt`.
 
 Remember to always activate the right environment before running anything with `conda activate data100quarto`.
 
diff --git a/_quarto.yml b/_quarto.yml
index e763559..82ba866 100644
--- a/_quarto.yml
+++ b/_quarto.yml
@@ -28,17 +28,12 @@ book:
     logo: "data100_logo.png"
 format:
   html:
-    theme: cosmo
+    theme: cosmos
     toc: true
     toc-depth: 5
     toc-expand: 3 # depth to expand index
     callout-icon: false
     number-sections: false
+    include-after-body: 
+      - assets/a11y-fixes.html
   pdf: default
-#   navbar:
-#     search: false
-#     right:
-#       - icon: github
-#         href: https://github.com/
-#         aria-label: GitHub
-#       - icon: arrows-fullscreen
diff --git a/a11y-fixes.html b/a11y-fixes.html
new file mode 100644
index 0000000..693ad10
--- /dev/null
+++ b/a11y-fixes.html
@@ -0,0 +1,49 @@
+<script>
+    document.addEventListener("DOMContentLoaded", function() {
+    // 1. Select the specific parent div within the callout header that has the 
+    //    collapse attributes (data-bs-toggle).
+    var calloutToggles = document.querySelectorAll(
+        '.callout-header[data-bs-toggle="collapse"]'
+    );
+
+    calloutToggles.forEach(function(toggle) {
+        // 2. Force the ARIA role to be 'button'
+        // This is crucial because a 'div' is not allowed to use aria-expanded.
+        toggle.setAttribute('role', 'button');
+        
+        // 3. Ensure it is keyboard-focusable (critical accessibility fix)
+        if (toggle.getAttribute('tabindex') === null) {
+             toggle.setAttribute('tabindex', '0');
+        }
+    });
+
+    // 1. Target all code blocks (Source Code and Code Output <pre> elements)
+    // that are scrollable (have overflow:auto/scroll).
+var scrollableRegions = document.querySelectorAll(
+        // 1. Source Code <pre>
+        'div.sourceCode > pre, ' + 
+        
+        // 2. Output <pre> inside a generic cell-output
+        '.cell-output > pre, ' + 
+        
+        // 3. The main DIV container for cell-output-display (from previous fix)
+        '.cell-output-display.cell-output, ' +
+                
+        // 4. PRE tag inside any ANSI-escaped output (e.g., .ansi-escaped-output > pre)
+        '.ansi-escaped-output > pre, ' +
+        
+        // 5. The deepest container for error output (e.g., #ID > .cell-output-error... > .ansi-escaped-output > pre)
+        '.cell-output-error.cell-output > .ansi-escaped-output > pre, ' +
+
+        'pre[id]' // Target any PRE tag that has an ID attribute
+    );
+
+    scrollableRegions.forEach(function(region) {
+        // Check if the element actually has horizontal overflow (is scrollable)
+        // Add tabindex="0" to make the region keyboard-focusable.
+        if (region.getAttribute('tabindex') === null || region.getAttribute('tabindex') === undefined) {
+             region.setAttribute('tabindex', '0');
+        }
+    });
+});
+</script>
\ No newline at end of file

From 92ab5c25eacaffcac686589a5b9d96519d786eea Mon Sep 17 00:00:00 2001
From: Silas Santini <70163606+pancakereport@users.noreply.github.com>
Date: Mon, 15 Dec 2025 17:26:56 -0800
Subject: [PATCH 02/11] render changes

---
 _quarto.yml                                   |   2 +-
 docs/Data-100-Debugging-Guide.pdf             | Bin 158621 -> 158697 bytes
 .../autograder_gradescope.html                |  68 ++++++++++++++---
 docs/index.html                               |  70 +++++++++++++++---
 docs/jupyter101/jupyter101.html               |  68 ++++++++++++++---
 docs/jupyter_datahub/jupyter_datahub.html     |  68 ++++++++++++++---
 docs/pandas/pandas.html                       |  68 ++++++++++++++---
 docs/projA1/projA1.html                       |  68 ++++++++++++++---
 docs/projA2/projA2.html                       |  68 ++++++++++++++---
 docs/regex/regex.html                         |  68 ++++++++++++++---
 docs/robots.txt                               |   1 +
 ...p-27c261d06b905028a18691de25d09dde.min.css |  12 ---
 ...p-99913b7803b80b0c1d2b970a25816663.min.css |  12 +++
 ...ting-587c61ba64f3a5504c4d52d930310e48.css} |   2 +-
 docs/sitemap.xml                              |  47 ++++++++++++
 docs/sql/sql.html                             |  68 ++++++++++++++---
 docs/visualizations/visualizations.html       |  68 ++++++++++++++---
 17 files changed, 653 insertions(+), 105 deletions(-)
 create mode 100644 docs/robots.txt
 delete mode 100644 docs/site_libs/bootstrap/bootstrap-27c261d06b905028a18691de25d09dde.min.css
 create mode 100644 docs/site_libs/bootstrap/bootstrap-99913b7803b80b0c1d2b970a25816663.min.css
 rename docs/site_libs/quarto-html/{quarto-syntax-highlighting-ea1d7ac60288e0f1efdbc993fd8432ae.css => quarto-syntax-highlighting-587c61ba64f3a5504c4d52d930310e48.css} (98%)
 create mode 100644 docs/sitemap.xml

diff --git a/_quarto.yml b/_quarto.yml
index 82ba866..9e6b454 100644
--- a/_quarto.yml
+++ b/_quarto.yml
@@ -35,5 +35,5 @@ format:
     callout-icon: false
     number-sections: false
     include-after-body: 
-      - assets/a11y-fixes.html
+      - a11y-fixes.html
   pdf: default
diff --git a/docs/Data-100-Debugging-Guide.pdf b/docs/Data-100-Debugging-Guide.pdf
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GIT binary patch
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diff --git a/docs/autograder_gradescope/autograder_gradescope.html b/docs/autograder_gradescope/autograder_gradescope.html
index eec2a59..c70caa9 100644
--- a/docs/autograder_gradescope/autograder_gradescope.html
+++ b/docs/autograder_gradescope/autograder_gradescope.html
@@ -2,7 +2,7 @@
 <html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en"><head>
 
 <meta charset="utf-8">
-<meta name="generator" content="quarto-1.8.21">
+<meta name="generator" content="quarto-1.8.26">
 
 <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
 
@@ -40,7 +40,7 @@
 <script src="../site_libs/quarto-html/tippy.umd.min.js"></script>
 <script src="../site_libs/quarto-html/anchor.min.js"></script>
 <link href="../site_libs/quarto-html/tippy.css" rel="stylesheet">
-<link href="../site_libs/quarto-html/quarto-syntax-highlighting-ea1d7ac60288e0f1efdbc993fd8432ae.css" rel="stylesheet" id="quarto-text-highlighting-styles">
+<link href="../site_libs/quarto-html/quarto-syntax-highlighting-587c61ba64f3a5504c4d52d930310e48.css" rel="stylesheet" id="quarto-text-highlighting-styles">
 <script src="../site_libs/bootstrap/bootstrap.min.js"></script>
 <link href="../site_libs/bootstrap/bootstrap-icons.css" rel="stylesheet">
 <link href="../site_libs/bootstrap/bootstrap-48faffd076f6e246ab7435acea77d2f2.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
@@ -306,6 +306,55 @@ <h3 class="anchored" data-anchor-id="my-autograder-keeps-runningtimed-out">My au
 </section>
 
 </main> <!-- /main -->
+<script>
+    document.addEventListener("DOMContentLoaded", function() {
+    // 1. Select the specific parent div within the callout header that has the 
+    //    collapse attributes (data-bs-toggle).
+    var calloutToggles = document.querySelectorAll(
+        '.callout-header[data-bs-toggle="collapse"]'
+    );
+
+    calloutToggles.forEach(function(toggle) {
+        // 2. Force the ARIA role to be 'button'
+        // This is crucial because a 'div' is not allowed to use aria-expanded.
+        toggle.setAttribute('role', 'button');
+        
+        // 3. Ensure it is keyboard-focusable (critical accessibility fix)
+        if (toggle.getAttribute('tabindex') === null) {
+             toggle.setAttribute('tabindex', '0');
+        }
+    });
+
+    // 1. Target all code blocks (Source Code and Code Output <pre> elements)
+    // that are scrollable (have overflow:auto/scroll).
+var scrollableRegions = document.querySelectorAll(
+        // 1. Source Code <pre>
+        'div.sourceCode > pre, ' + 
+        
+        // 2. Output <pre> inside a generic cell-output
+        '.cell-output > pre, ' + 
+        
+        // 3. The main DIV container for cell-output-display (from previous fix)
+        '.cell-output-display.cell-output, ' +
+                
+        // 4. PRE tag inside any ANSI-escaped output (e.g., .ansi-escaped-output > pre)
+        '.ansi-escaped-output > pre, ' +
+        
+        // 5. The deepest container for error output (e.g., #ID > .cell-output-error... > .ansi-escaped-output > pre)
+        '.cell-output-error.cell-output > .ansi-escaped-output > pre, ' +
+
+        'pre[id]' // Target any PRE tag that has an ID attribute
+    );
+
+    scrollableRegions.forEach(function(region) {
+        // Check if the element actually has horizontal overflow (is scrollable)
+        // Add tabindex="0" to make the region keyboard-focusable.
+        if (region.getAttribute('tabindex') === null || region.getAttribute('tabindex') === undefined) {
+             region.setAttribute('tabindex', '0');
+        }
+    });
+});
+</script>
 <script id="quarto-html-after-body" type="application/javascript">
   window.document.addEventListener("DOMContentLoaded", function (event) {
     const icon = "";
@@ -357,13 +406,14 @@ <h3 class="anchored" data-anchor-id="my-autograder-keeps-runningtimed-out">My au
       e.clearSelection();
     }
     const getTextToCopy = function(trigger) {
-        const codeEl = trigger.previousElementSibling.cloneNode(true);
-        for (const childEl of codeEl.children) {
-          if (isCodeAnnotation(childEl)) {
-            childEl.remove();
-          }
+      const outerScaffold = trigger.parentElement.cloneNode(true);
+      const codeEl = outerScaffold.querySelector('code');
+      for (const childEl of codeEl.children) {
+        if (isCodeAnnotation(childEl)) {
+          childEl.remove();
         }
-        return codeEl.innerText;
+      }
+      return codeEl.innerText;
     }
     const clipboard = new window.ClipboardJS('.code-copy-button:not([data-in-quarto-modal])', {
       text: getTextToCopy
@@ -378,7 +428,7 @@ <h3 class="anchored" data-anchor-id="my-autograder-keeps-runningtimed-out">My au
     }
       var localhostRegex = new RegExp(/^(?:http|https):\/\/localhost\:?[0-9]*\//);
       var mailtoRegex = new RegExp(/^mailto:/);
-        var filterRegex = new RegExp('/' + window.location.host + '/');
+        var filterRegex = new RegExp("https:\/\/ds100\.org\/debugging-guide\/");
       var isInternal = (href) => {
           return filterRegex.test(href) || localhostRegex.test(href) || mailtoRegex.test(href);
       }
diff --git a/docs/index.html b/docs/index.html
index f56a8e9..dfee906 100644
--- a/docs/index.html
+++ b/docs/index.html
@@ -2,7 +2,7 @@
 <html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en"><head>
 
 <meta charset="utf-8">
-<meta name="generator" content="quarto-1.8.21">
+<meta name="generator" content="quarto-1.8.26">
 
 <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
 
@@ -43,10 +43,10 @@
 <script src="site_libs/quarto-html/tippy.umd.min.js"></script>
 <script src="site_libs/quarto-html/anchor.min.js"></script>
 <link href="site_libs/quarto-html/tippy.css" rel="stylesheet">
-<link href="site_libs/quarto-html/quarto-syntax-highlighting-ea1d7ac60288e0f1efdbc993fd8432ae.css" rel="stylesheet" id="quarto-text-highlighting-styles">
+<link href="site_libs/quarto-html/quarto-syntax-highlighting-587c61ba64f3a5504c4d52d930310e48.css" rel="stylesheet" id="quarto-text-highlighting-styles">
 <script src="site_libs/bootstrap/bootstrap.min.js"></script>
 <link href="site_libs/bootstrap/bootstrap-icons.css" rel="stylesheet">
-<link href="site_libs/bootstrap/bootstrap-27c261d06b905028a18691de25d09dde.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
+<link href="site_libs/bootstrap/bootstrap-99913b7803b80b0c1d2b970a25816663.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
 <script id="quarto-search-options" type="application/json">{
   "location": "sidebar",
   "copy-button": false,
@@ -224,6 +224,55 @@ <h1 class="unnumbered">About</h1>
 </section>
 
 </main> <!-- /main -->
+<script>
+    document.addEventListener("DOMContentLoaded", function() {
+    // 1. Select the specific parent div within the callout header that has the 
+    //    collapse attributes (data-bs-toggle).
+    var calloutToggles = document.querySelectorAll(
+        '.callout-header[data-bs-toggle="collapse"]'
+    );
+
+    calloutToggles.forEach(function(toggle) {
+        // 2. Force the ARIA role to be 'button'
+        // This is crucial because a 'div' is not allowed to use aria-expanded.
+        toggle.setAttribute('role', 'button');
+        
+        // 3. Ensure it is keyboard-focusable (critical accessibility fix)
+        if (toggle.getAttribute('tabindex') === null) {
+             toggle.setAttribute('tabindex', '0');
+        }
+    });
+
+    // 1. Target all code blocks (Source Code and Code Output <pre> elements)
+    // that are scrollable (have overflow:auto/scroll).
+var scrollableRegions = document.querySelectorAll(
+        // 1. Source Code <pre>
+        'div.sourceCode > pre, ' + 
+        
+        // 2. Output <pre> inside a generic cell-output
+        '.cell-output > pre, ' + 
+        
+        // 3. The main DIV container for cell-output-display (from previous fix)
+        '.cell-output-display.cell-output, ' +
+                
+        // 4. PRE tag inside any ANSI-escaped output (e.g., .ansi-escaped-output > pre)
+        '.ansi-escaped-output > pre, ' +
+        
+        // 5. The deepest container for error output (e.g., #ID > .cell-output-error... > .ansi-escaped-output > pre)
+        '.cell-output-error.cell-output > .ansi-escaped-output > pre, ' +
+
+        'pre[id]' // Target any PRE tag that has an ID attribute
+    );
+
+    scrollableRegions.forEach(function(region) {
+        // Check if the element actually has horizontal overflow (is scrollable)
+        // Add tabindex="0" to make the region keyboard-focusable.
+        if (region.getAttribute('tabindex') === null || region.getAttribute('tabindex') === undefined) {
+             region.setAttribute('tabindex', '0');
+        }
+    });
+});
+</script>
 <script id="quarto-html-after-body" type="application/javascript">
   window.document.addEventListener("DOMContentLoaded", function (event) {
     const icon = "";
@@ -275,13 +324,14 @@ <h1 class="unnumbered">About</h1>
       e.clearSelection();
     }
     const getTextToCopy = function(trigger) {
-        const codeEl = trigger.previousElementSibling.cloneNode(true);
-        for (const childEl of codeEl.children) {
-          if (isCodeAnnotation(childEl)) {
-            childEl.remove();
-          }
+      const outerScaffold = trigger.parentElement.cloneNode(true);
+      const codeEl = outerScaffold.querySelector('code');
+      for (const childEl of codeEl.children) {
+        if (isCodeAnnotation(childEl)) {
+          childEl.remove();
         }
-        return codeEl.innerText;
+      }
+      return codeEl.innerText;
     }
     const clipboard = new window.ClipboardJS('.code-copy-button:not([data-in-quarto-modal])', {
       text: getTextToCopy
@@ -296,7 +346,7 @@ <h1 class="unnumbered">About</h1>
     }
       var localhostRegex = new RegExp(/^(?:http|https):\/\/localhost\:?[0-9]*\//);
       var mailtoRegex = new RegExp(/^mailto:/);
-        var filterRegex = new RegExp('/' + window.location.host + '/');
+        var filterRegex = new RegExp("https:\/\/ds100\.org\/debugging-guide\/");
       var isInternal = (href) => {
           return filterRegex.test(href) || localhostRegex.test(href) || mailtoRegex.test(href);
       }
diff --git a/docs/jupyter101/jupyter101.html b/docs/jupyter101/jupyter101.html
index febd8c0..e264fa9 100644
--- a/docs/jupyter101/jupyter101.html
+++ b/docs/jupyter101/jupyter101.html
@@ -2,7 +2,7 @@
 <html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en"><head>
 
 <meta charset="utf-8">
-<meta name="generator" content="quarto-1.8.21">
+<meta name="generator" content="quarto-1.8.26">
 
 <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
 
@@ -40,7 +40,7 @@
 <script src="../site_libs/quarto-html/tippy.umd.min.js"></script>
 <script src="../site_libs/quarto-html/anchor.min.js"></script>
 <link href="../site_libs/quarto-html/tippy.css" rel="stylesheet">
-<link href="../site_libs/quarto-html/quarto-syntax-highlighting-ea1d7ac60288e0f1efdbc993fd8432ae.css" rel="stylesheet" id="quarto-text-highlighting-styles">
+<link href="../site_libs/quarto-html/quarto-syntax-highlighting-587c61ba64f3a5504c4d52d930310e48.css" rel="stylesheet" id="quarto-text-highlighting-styles">
 <script src="../site_libs/bootstrap/bootstrap.min.js"></script>
 <link href="../site_libs/bootstrap/bootstrap-icons.css" rel="stylesheet">
 <link href="../site_libs/bootstrap/bootstrap-48faffd076f6e246ab7435acea77d2f2.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
@@ -280,6 +280,55 @@ <h2 class="anchored" data-anchor-id="automatically-closing-brackets">Automatical
 </section>
 
 </main> <!-- /main -->
+<script>
+    document.addEventListener("DOMContentLoaded", function() {
+    // 1. Select the specific parent div within the callout header that has the 
+    //    collapse attributes (data-bs-toggle).
+    var calloutToggles = document.querySelectorAll(
+        '.callout-header[data-bs-toggle="collapse"]'
+    );
+
+    calloutToggles.forEach(function(toggle) {
+        // 2. Force the ARIA role to be 'button'
+        // This is crucial because a 'div' is not allowed to use aria-expanded.
+        toggle.setAttribute('role', 'button');
+        
+        // 3. Ensure it is keyboard-focusable (critical accessibility fix)
+        if (toggle.getAttribute('tabindex') === null) {
+             toggle.setAttribute('tabindex', '0');
+        }
+    });
+
+    // 1. Target all code blocks (Source Code and Code Output <pre> elements)
+    // that are scrollable (have overflow:auto/scroll).
+var scrollableRegions = document.querySelectorAll(
+        // 1. Source Code <pre>
+        'div.sourceCode > pre, ' + 
+        
+        // 2. Output <pre> inside a generic cell-output
+        '.cell-output > pre, ' + 
+        
+        // 3. The main DIV container for cell-output-display (from previous fix)
+        '.cell-output-display.cell-output, ' +
+                
+        // 4. PRE tag inside any ANSI-escaped output (e.g., .ansi-escaped-output > pre)
+        '.ansi-escaped-output > pre, ' +
+        
+        // 5. The deepest container for error output (e.g., #ID > .cell-output-error... > .ansi-escaped-output > pre)
+        '.cell-output-error.cell-output > .ansi-escaped-output > pre, ' +
+
+        'pre[id]' // Target any PRE tag that has an ID attribute
+    );
+
+    scrollableRegions.forEach(function(region) {
+        // Check if the element actually has horizontal overflow (is scrollable)
+        // Add tabindex="0" to make the region keyboard-focusable.
+        if (region.getAttribute('tabindex') === null || region.getAttribute('tabindex') === undefined) {
+             region.setAttribute('tabindex', '0');
+        }
+    });
+});
+</script>
 <script id="quarto-html-after-body" type="application/javascript">
   window.document.addEventListener("DOMContentLoaded", function (event) {
     const icon = "";
@@ -331,13 +380,14 @@ <h2 class="anchored" data-anchor-id="automatically-closing-brackets">Automatical
       e.clearSelection();
     }
     const getTextToCopy = function(trigger) {
-        const codeEl = trigger.previousElementSibling.cloneNode(true);
-        for (const childEl of codeEl.children) {
-          if (isCodeAnnotation(childEl)) {
-            childEl.remove();
-          }
+      const outerScaffold = trigger.parentElement.cloneNode(true);
+      const codeEl = outerScaffold.querySelector('code');
+      for (const childEl of codeEl.children) {
+        if (isCodeAnnotation(childEl)) {
+          childEl.remove();
         }
-        return codeEl.innerText;
+      }
+      return codeEl.innerText;
     }
     const clipboard = new window.ClipboardJS('.code-copy-button:not([data-in-quarto-modal])', {
       text: getTextToCopy
@@ -352,7 +402,7 @@ <h2 class="anchored" data-anchor-id="automatically-closing-brackets">Automatical
     }
       var localhostRegex = new RegExp(/^(?:http|https):\/\/localhost\:?[0-9]*\//);
       var mailtoRegex = new RegExp(/^mailto:/);
-        var filterRegex = new RegExp('/' + window.location.host + '/');
+        var filterRegex = new RegExp("https:\/\/ds100\.org\/debugging-guide\/");
       var isInternal = (href) => {
           return filterRegex.test(href) || localhostRegex.test(href) || mailtoRegex.test(href);
       }
diff --git a/docs/jupyter_datahub/jupyter_datahub.html b/docs/jupyter_datahub/jupyter_datahub.html
index 0a4a47f..9ca8b43 100644
--- a/docs/jupyter_datahub/jupyter_datahub.html
+++ b/docs/jupyter_datahub/jupyter_datahub.html
@@ -2,7 +2,7 @@
 <html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en"><head>
 
 <meta charset="utf-8">
-<meta name="generator" content="quarto-1.8.21">
+<meta name="generator" content="quarto-1.8.26">
 
 <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
 
@@ -40,7 +40,7 @@
 <script src="../site_libs/quarto-html/tippy.umd.min.js"></script>
 <script src="../site_libs/quarto-html/anchor.min.js"></script>
 <link href="../site_libs/quarto-html/tippy.css" rel="stylesheet">
-<link href="../site_libs/quarto-html/quarto-syntax-highlighting-ea1d7ac60288e0f1efdbc993fd8432ae.css" rel="stylesheet" id="quarto-text-highlighting-styles">
+<link href="../site_libs/quarto-html/quarto-syntax-highlighting-587c61ba64f3a5504c4d52d930310e48.css" rel="stylesheet" id="quarto-text-highlighting-styles">
 <script src="../site_libs/bootstrap/bootstrap.min.js"></script>
 <link href="../site_libs/bootstrap/bootstrap-icons.css" rel="stylesheet">
 <link href="../site_libs/bootstrap/bootstrap-48faffd076f6e246ab7435acea77d2f2.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
@@ -310,6 +310,55 @@ <h2 class="anchored" data-anchor-id="datahub-is-not-loading">Datahub is not load
 </section>
 
 </main> <!-- /main -->
+<script>
+    document.addEventListener("DOMContentLoaded", function() {
+    // 1. Select the specific parent div within the callout header that has the 
+    //    collapse attributes (data-bs-toggle).
+    var calloutToggles = document.querySelectorAll(
+        '.callout-header[data-bs-toggle="collapse"]'
+    );
+
+    calloutToggles.forEach(function(toggle) {
+        // 2. Force the ARIA role to be 'button'
+        // This is crucial because a 'div' is not allowed to use aria-expanded.
+        toggle.setAttribute('role', 'button');
+        
+        // 3. Ensure it is keyboard-focusable (critical accessibility fix)
+        if (toggle.getAttribute('tabindex') === null) {
+             toggle.setAttribute('tabindex', '0');
+        }
+    });
+
+    // 1. Target all code blocks (Source Code and Code Output <pre> elements)
+    // that are scrollable (have overflow:auto/scroll).
+var scrollableRegions = document.querySelectorAll(
+        // 1. Source Code <pre>
+        'div.sourceCode > pre, ' + 
+        
+        // 2. Output <pre> inside a generic cell-output
+        '.cell-output > pre, ' + 
+        
+        // 3. The main DIV container for cell-output-display (from previous fix)
+        '.cell-output-display.cell-output, ' +
+                
+        // 4. PRE tag inside any ANSI-escaped output (e.g., .ansi-escaped-output > pre)
+        '.ansi-escaped-output > pre, ' +
+        
+        // 5. The deepest container for error output (e.g., #ID > .cell-output-error... > .ansi-escaped-output > pre)
+        '.cell-output-error.cell-output > .ansi-escaped-output > pre, ' +
+
+        'pre[id]' // Target any PRE tag that has an ID attribute
+    );
+
+    scrollableRegions.forEach(function(region) {
+        // Check if the element actually has horizontal overflow (is scrollable)
+        // Add tabindex="0" to make the region keyboard-focusable.
+        if (region.getAttribute('tabindex') === null || region.getAttribute('tabindex') === undefined) {
+             region.setAttribute('tabindex', '0');
+        }
+    });
+});
+</script>
 <script id="quarto-html-after-body" type="application/javascript">
   window.document.addEventListener("DOMContentLoaded", function (event) {
     const icon = "";
@@ -361,13 +410,14 @@ <h2 class="anchored" data-anchor-id="datahub-is-not-loading">Datahub is not load
       e.clearSelection();
     }
     const getTextToCopy = function(trigger) {
-        const codeEl = trigger.previousElementSibling.cloneNode(true);
-        for (const childEl of codeEl.children) {
-          if (isCodeAnnotation(childEl)) {
-            childEl.remove();
-          }
+      const outerScaffold = trigger.parentElement.cloneNode(true);
+      const codeEl = outerScaffold.querySelector('code');
+      for (const childEl of codeEl.children) {
+        if (isCodeAnnotation(childEl)) {
+          childEl.remove();
         }
-        return codeEl.innerText;
+      }
+      return codeEl.innerText;
     }
     const clipboard = new window.ClipboardJS('.code-copy-button:not([data-in-quarto-modal])', {
       text: getTextToCopy
@@ -382,7 +432,7 @@ <h2 class="anchored" data-anchor-id="datahub-is-not-loading">Datahub is not load
     }
       var localhostRegex = new RegExp(/^(?:http|https):\/\/localhost\:?[0-9]*\//);
       var mailtoRegex = new RegExp(/^mailto:/);
-        var filterRegex = new RegExp('/' + window.location.host + '/');
+        var filterRegex = new RegExp("https:\/\/ds100\.org\/debugging-guide\/");
       var isInternal = (href) => {
           return filterRegex.test(href) || localhostRegex.test(href) || mailtoRegex.test(href);
       }
diff --git a/docs/pandas/pandas.html b/docs/pandas/pandas.html
index 11fd8c2..ced898c 100644
--- a/docs/pandas/pandas.html
+++ b/docs/pandas/pandas.html
@@ -2,7 +2,7 @@
 <html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en"><head>
 
 <meta charset="utf-8">
-<meta name="generator" content="quarto-1.8.21">
+<meta name="generator" content="quarto-1.8.26">
 
 <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
 
@@ -40,7 +40,7 @@
 <script src="../site_libs/quarto-html/tippy.umd.min.js"></script>
 <script src="../site_libs/quarto-html/anchor.min.js"></script>
 <link href="../site_libs/quarto-html/tippy.css" rel="stylesheet">
-<link href="../site_libs/quarto-html/quarto-syntax-highlighting-ea1d7ac60288e0f1efdbc993fd8432ae.css" rel="stylesheet" id="quarto-text-highlighting-styles">
+<link href="../site_libs/quarto-html/quarto-syntax-highlighting-587c61ba64f3a5504c4d52d930310e48.css" rel="stylesheet" id="quarto-text-highlighting-styles">
 <script src="../site_libs/bootstrap/bootstrap.min.js"></script>
 <link href="../site_libs/bootstrap/bootstrap-icons.css" rel="stylesheet">
 <link href="../site_libs/bootstrap/bootstrap-48faffd076f6e246ab7435acea77d2f2.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
@@ -330,6 +330,55 @@ <h3 class="anchored" data-anchor-id="valueerror--1-is-not-in-range-keyerror--1">
 </section>
 
 </main> <!-- /main -->
+<script>
+    document.addEventListener("DOMContentLoaded", function() {
+    // 1. Select the specific parent div within the callout header that has the 
+    //    collapse attributes (data-bs-toggle).
+    var calloutToggles = document.querySelectorAll(
+        '.callout-header[data-bs-toggle="collapse"]'
+    );
+
+    calloutToggles.forEach(function(toggle) {
+        // 2. Force the ARIA role to be 'button'
+        // This is crucial because a 'div' is not allowed to use aria-expanded.
+        toggle.setAttribute('role', 'button');
+        
+        // 3. Ensure it is keyboard-focusable (critical accessibility fix)
+        if (toggle.getAttribute('tabindex') === null) {
+             toggle.setAttribute('tabindex', '0');
+        }
+    });
+
+    // 1. Target all code blocks (Source Code and Code Output <pre> elements)
+    // that are scrollable (have overflow:auto/scroll).
+var scrollableRegions = document.querySelectorAll(
+        // 1. Source Code <pre>
+        'div.sourceCode > pre, ' + 
+        
+        // 2. Output <pre> inside a generic cell-output
+        '.cell-output > pre, ' + 
+        
+        // 3. The main DIV container for cell-output-display (from previous fix)
+        '.cell-output-display.cell-output, ' +
+                
+        // 4. PRE tag inside any ANSI-escaped output (e.g., .ansi-escaped-output > pre)
+        '.ansi-escaped-output > pre, ' +
+        
+        // 5. The deepest container for error output (e.g., #ID > .cell-output-error... > .ansi-escaped-output > pre)
+        '.cell-output-error.cell-output > .ansi-escaped-output > pre, ' +
+
+        'pre[id]' // Target any PRE tag that has an ID attribute
+    );
+
+    scrollableRegions.forEach(function(region) {
+        // Check if the element actually has horizontal overflow (is scrollable)
+        // Add tabindex="0" to make the region keyboard-focusable.
+        if (region.getAttribute('tabindex') === null || region.getAttribute('tabindex') === undefined) {
+             region.setAttribute('tabindex', '0');
+        }
+    });
+});
+</script>
 <script id="quarto-html-after-body" type="application/javascript">
   window.document.addEventListener("DOMContentLoaded", function (event) {
     const icon = "";
@@ -381,13 +430,14 @@ <h3 class="anchored" data-anchor-id="valueerror--1-is-not-in-range-keyerror--1">
       e.clearSelection();
     }
     const getTextToCopy = function(trigger) {
-        const codeEl = trigger.previousElementSibling.cloneNode(true);
-        for (const childEl of codeEl.children) {
-          if (isCodeAnnotation(childEl)) {
-            childEl.remove();
-          }
+      const outerScaffold = trigger.parentElement.cloneNode(true);
+      const codeEl = outerScaffold.querySelector('code');
+      for (const childEl of codeEl.children) {
+        if (isCodeAnnotation(childEl)) {
+          childEl.remove();
         }
-        return codeEl.innerText;
+      }
+      return codeEl.innerText;
     }
     const clipboard = new window.ClipboardJS('.code-copy-button:not([data-in-quarto-modal])', {
       text: getTextToCopy
@@ -402,7 +452,7 @@ <h3 class="anchored" data-anchor-id="valueerror--1-is-not-in-range-keyerror--1">
     }
       var localhostRegex = new RegExp(/^(?:http|https):\/\/localhost\:?[0-9]*\//);
       var mailtoRegex = new RegExp(/^mailto:/);
-        var filterRegex = new RegExp('/' + window.location.host + '/');
+        var filterRegex = new RegExp("https:\/\/ds100\.org\/debugging-guide\/");
       var isInternal = (href) => {
           return filterRegex.test(href) || localhostRegex.test(href) || mailtoRegex.test(href);
       }
diff --git a/docs/projA1/projA1.html b/docs/projA1/projA1.html
index f1cb08e..4b4d7c3 100644
--- a/docs/projA1/projA1.html
+++ b/docs/projA1/projA1.html
@@ -2,7 +2,7 @@
 <html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en"><head>
 
 <meta charset="utf-8">
-<meta name="generator" content="quarto-1.8.21">
+<meta name="generator" content="quarto-1.8.26">
 
 <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
 
@@ -40,7 +40,7 @@
 <script src="../site_libs/quarto-html/tippy.umd.min.js"></script>
 <script src="../site_libs/quarto-html/anchor.min.js"></script>
 <link href="../site_libs/quarto-html/tippy.css" rel="stylesheet">
-<link href="../site_libs/quarto-html/quarto-syntax-highlighting-ea1d7ac60288e0f1efdbc993fd8432ae.css" rel="stylesheet" id="quarto-text-highlighting-styles">
+<link href="../site_libs/quarto-html/quarto-syntax-highlighting-587c61ba64f3a5504c4d52d930310e48.css" rel="stylesheet" id="quarto-text-highlighting-styles">
 <script src="../site_libs/bootstrap/bootstrap.min.js"></script>
 <link href="../site_libs/bootstrap/bootstrap-icons.css" rel="stylesheet">
 <link href="../site_libs/bootstrap/bootstrap-48faffd076f6e246ab7435acea77d2f2.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
@@ -238,6 +238,55 @@ <h3 class="anchored" data-anchor-id="my-ohe-columns-contain-a-lot-of-nan-values"
 </section>
 
 </main> <!-- /main -->
+<script>
+    document.addEventListener("DOMContentLoaded", function() {
+    // 1. Select the specific parent div within the callout header that has the 
+    //    collapse attributes (data-bs-toggle).
+    var calloutToggles = document.querySelectorAll(
+        '.callout-header[data-bs-toggle="collapse"]'
+    );
+
+    calloutToggles.forEach(function(toggle) {
+        // 2. Force the ARIA role to be 'button'
+        // This is crucial because a 'div' is not allowed to use aria-expanded.
+        toggle.setAttribute('role', 'button');
+        
+        // 3. Ensure it is keyboard-focusable (critical accessibility fix)
+        if (toggle.getAttribute('tabindex') === null) {
+             toggle.setAttribute('tabindex', '0');
+        }
+    });
+
+    // 1. Target all code blocks (Source Code and Code Output <pre> elements)
+    // that are scrollable (have overflow:auto/scroll).
+var scrollableRegions = document.querySelectorAll(
+        // 1. Source Code <pre>
+        'div.sourceCode > pre, ' + 
+        
+        // 2. Output <pre> inside a generic cell-output
+        '.cell-output > pre, ' + 
+        
+        // 3. The main DIV container for cell-output-display (from previous fix)
+        '.cell-output-display.cell-output, ' +
+                
+        // 4. PRE tag inside any ANSI-escaped output (e.g., .ansi-escaped-output > pre)
+        '.ansi-escaped-output > pre, ' +
+        
+        // 5. The deepest container for error output (e.g., #ID > .cell-output-error... > .ansi-escaped-output > pre)
+        '.cell-output-error.cell-output > .ansi-escaped-output > pre, ' +
+
+        'pre[id]' // Target any PRE tag that has an ID attribute
+    );
+
+    scrollableRegions.forEach(function(region) {
+        // Check if the element actually has horizontal overflow (is scrollable)
+        // Add tabindex="0" to make the region keyboard-focusable.
+        if (region.getAttribute('tabindex') === null || region.getAttribute('tabindex') === undefined) {
+             region.setAttribute('tabindex', '0');
+        }
+    });
+});
+</script>
 <script id="quarto-html-after-body" type="application/javascript">
   window.document.addEventListener("DOMContentLoaded", function (event) {
     const icon = "";
@@ -289,13 +338,14 @@ <h3 class="anchored" data-anchor-id="my-ohe-columns-contain-a-lot-of-nan-values"
       e.clearSelection();
     }
     const getTextToCopy = function(trigger) {
-        const codeEl = trigger.previousElementSibling.cloneNode(true);
-        for (const childEl of codeEl.children) {
-          if (isCodeAnnotation(childEl)) {
-            childEl.remove();
-          }
+      const outerScaffold = trigger.parentElement.cloneNode(true);
+      const codeEl = outerScaffold.querySelector('code');
+      for (const childEl of codeEl.children) {
+        if (isCodeAnnotation(childEl)) {
+          childEl.remove();
         }
-        return codeEl.innerText;
+      }
+      return codeEl.innerText;
     }
     const clipboard = new window.ClipboardJS('.code-copy-button:not([data-in-quarto-modal])', {
       text: getTextToCopy
@@ -310,7 +360,7 @@ <h3 class="anchored" data-anchor-id="my-ohe-columns-contain-a-lot-of-nan-values"
     }
       var localhostRegex = new RegExp(/^(?:http|https):\/\/localhost\:?[0-9]*\//);
       var mailtoRegex = new RegExp(/^mailto:/);
-        var filterRegex = new RegExp('/' + window.location.host + '/');
+        var filterRegex = new RegExp("https:\/\/ds100\.org\/debugging-guide\/");
       var isInternal = (href) => {
           return filterRegex.test(href) || localhostRegex.test(href) || mailtoRegex.test(href);
       }
diff --git a/docs/projA2/projA2.html b/docs/projA2/projA2.html
index f63cefb..f1cb0c6 100644
--- a/docs/projA2/projA2.html
+++ b/docs/projA2/projA2.html
@@ -2,7 +2,7 @@
 <html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en"><head>
 
 <meta charset="utf-8">
-<meta name="generator" content="quarto-1.8.21">
+<meta name="generator" content="quarto-1.8.26">
 
 <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
 
@@ -40,7 +40,7 @@
 <script src="../site_libs/quarto-html/tippy.umd.min.js"></script>
 <script src="../site_libs/quarto-html/anchor.min.js"></script>
 <link href="../site_libs/quarto-html/tippy.css" rel="stylesheet">
-<link href="../site_libs/quarto-html/quarto-syntax-highlighting-ea1d7ac60288e0f1efdbc993fd8432ae.css" rel="stylesheet" id="quarto-text-highlighting-styles">
+<link href="../site_libs/quarto-html/quarto-syntax-highlighting-587c61ba64f3a5504c4d52d930310e48.css" rel="stylesheet" id="quarto-text-highlighting-styles">
 <script src="../site_libs/bootstrap/bootstrap.min.js"></script>
 <link href="../site_libs/bootstrap/bootstrap-icons.css" rel="stylesheet">
 <link href="../site_libs/bootstrap/bootstrap-48faffd076f6e246ab7435acea77d2f2.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
@@ -349,6 +349,55 @@ <h3 class="anchored" data-anchor-id="my-code-runs-locally-but-it-fails-for-every
 </section>
 
 </main> <!-- /main -->
+<script>
+    document.addEventListener("DOMContentLoaded", function() {
+    // 1. Select the specific parent div within the callout header that has the 
+    //    collapse attributes (data-bs-toggle).
+    var calloutToggles = document.querySelectorAll(
+        '.callout-header[data-bs-toggle="collapse"]'
+    );
+
+    calloutToggles.forEach(function(toggle) {
+        // 2. Force the ARIA role to be 'button'
+        // This is crucial because a 'div' is not allowed to use aria-expanded.
+        toggle.setAttribute('role', 'button');
+        
+        // 3. Ensure it is keyboard-focusable (critical accessibility fix)
+        if (toggle.getAttribute('tabindex') === null) {
+             toggle.setAttribute('tabindex', '0');
+        }
+    });
+
+    // 1. Target all code blocks (Source Code and Code Output <pre> elements)
+    // that are scrollable (have overflow:auto/scroll).
+var scrollableRegions = document.querySelectorAll(
+        // 1. Source Code <pre>
+        'div.sourceCode > pre, ' + 
+        
+        // 2. Output <pre> inside a generic cell-output
+        '.cell-output > pre, ' + 
+        
+        // 3. The main DIV container for cell-output-display (from previous fix)
+        '.cell-output-display.cell-output, ' +
+                
+        // 4. PRE tag inside any ANSI-escaped output (e.g., .ansi-escaped-output > pre)
+        '.ansi-escaped-output > pre, ' +
+        
+        // 5. The deepest container for error output (e.g., #ID > .cell-output-error... > .ansi-escaped-output > pre)
+        '.cell-output-error.cell-output > .ansi-escaped-output > pre, ' +
+
+        'pre[id]' // Target any PRE tag that has an ID attribute
+    );
+
+    scrollableRegions.forEach(function(region) {
+        // Check if the element actually has horizontal overflow (is scrollable)
+        // Add tabindex="0" to make the region keyboard-focusable.
+        if (region.getAttribute('tabindex') === null || region.getAttribute('tabindex') === undefined) {
+             region.setAttribute('tabindex', '0');
+        }
+    });
+});
+</script>
 <script id="quarto-html-after-body" type="application/javascript">
   window.document.addEventListener("DOMContentLoaded", function (event) {
     const icon = "";
@@ -400,13 +449,14 @@ <h3 class="anchored" data-anchor-id="my-code-runs-locally-but-it-fails-for-every
       e.clearSelection();
     }
     const getTextToCopy = function(trigger) {
-        const codeEl = trigger.previousElementSibling.cloneNode(true);
-        for (const childEl of codeEl.children) {
-          if (isCodeAnnotation(childEl)) {
-            childEl.remove();
-          }
+      const outerScaffold = trigger.parentElement.cloneNode(true);
+      const codeEl = outerScaffold.querySelector('code');
+      for (const childEl of codeEl.children) {
+        if (isCodeAnnotation(childEl)) {
+          childEl.remove();
         }
-        return codeEl.innerText;
+      }
+      return codeEl.innerText;
     }
     const clipboard = new window.ClipboardJS('.code-copy-button:not([data-in-quarto-modal])', {
       text: getTextToCopy
@@ -421,7 +471,7 @@ <h3 class="anchored" data-anchor-id="my-code-runs-locally-but-it-fails-for-every
     }
       var localhostRegex = new RegExp(/^(?:http|https):\/\/localhost\:?[0-9]*\//);
       var mailtoRegex = new RegExp(/^mailto:/);
-        var filterRegex = new RegExp('/' + window.location.host + '/');
+        var filterRegex = new RegExp("https:\/\/ds100\.org\/debugging-guide\/");
       var isInternal = (href) => {
           return filterRegex.test(href) || localhostRegex.test(href) || mailtoRegex.test(href);
       }
diff --git a/docs/regex/regex.html b/docs/regex/regex.html
index fc905bd..7036fc9 100644
--- a/docs/regex/regex.html
+++ b/docs/regex/regex.html
@@ -2,7 +2,7 @@
 <html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en"><head>
 
 <meta charset="utf-8">
-<meta name="generator" content="quarto-1.8.21">
+<meta name="generator" content="quarto-1.8.26">
 
 <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
 
@@ -40,7 +40,7 @@
 <script src="../site_libs/quarto-html/tippy.umd.min.js"></script>
 <script src="../site_libs/quarto-html/anchor.min.js"></script>
 <link href="../site_libs/quarto-html/tippy.css" rel="stylesheet">
-<link href="../site_libs/quarto-html/quarto-syntax-highlighting-ea1d7ac60288e0f1efdbc993fd8432ae.css" rel="stylesheet" id="quarto-text-highlighting-styles">
+<link href="../site_libs/quarto-html/quarto-syntax-highlighting-587c61ba64f3a5504c4d52d930310e48.css" rel="stylesheet" id="quarto-text-highlighting-styles">
 <script src="../site_libs/bootstrap/bootstrap.min.js"></script>
 <link href="../site_libs/bootstrap/bootstrap-icons.css" rel="stylesheet">
 <link href="../site_libs/bootstrap/bootstrap-48faffd076f6e246ab7435acea77d2f2.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
@@ -379,6 +379,55 @@ <h3 class="anchored" data-anchor-id="whats-the-difference-between-re-functions-a
 </section>
 
 </main> <!-- /main -->
+<script>
+    document.addEventListener("DOMContentLoaded", function() {
+    // 1. Select the specific parent div within the callout header that has the 
+    //    collapse attributes (data-bs-toggle).
+    var calloutToggles = document.querySelectorAll(
+        '.callout-header[data-bs-toggle="collapse"]'
+    );
+
+    calloutToggles.forEach(function(toggle) {
+        // 2. Force the ARIA role to be 'button'
+        // This is crucial because a 'div' is not allowed to use aria-expanded.
+        toggle.setAttribute('role', 'button');
+        
+        // 3. Ensure it is keyboard-focusable (critical accessibility fix)
+        if (toggle.getAttribute('tabindex') === null) {
+             toggle.setAttribute('tabindex', '0');
+        }
+    });
+
+    // 1. Target all code blocks (Source Code and Code Output <pre> elements)
+    // that are scrollable (have overflow:auto/scroll).
+var scrollableRegions = document.querySelectorAll(
+        // 1. Source Code <pre>
+        'div.sourceCode > pre, ' + 
+        
+        // 2. Output <pre> inside a generic cell-output
+        '.cell-output > pre, ' + 
+        
+        // 3. The main DIV container for cell-output-display (from previous fix)
+        '.cell-output-display.cell-output, ' +
+                
+        // 4. PRE tag inside any ANSI-escaped output (e.g., .ansi-escaped-output > pre)
+        '.ansi-escaped-output > pre, ' +
+        
+        // 5. The deepest container for error output (e.g., #ID > .cell-output-error... > .ansi-escaped-output > pre)
+        '.cell-output-error.cell-output > .ansi-escaped-output > pre, ' +
+
+        'pre[id]' // Target any PRE tag that has an ID attribute
+    );
+
+    scrollableRegions.forEach(function(region) {
+        // Check if the element actually has horizontal overflow (is scrollable)
+        // Add tabindex="0" to make the region keyboard-focusable.
+        if (region.getAttribute('tabindex') === null || region.getAttribute('tabindex') === undefined) {
+             region.setAttribute('tabindex', '0');
+        }
+    });
+});
+</script>
 <script id="quarto-html-after-body" type="application/javascript">
   window.document.addEventListener("DOMContentLoaded", function (event) {
     const icon = "";
@@ -430,13 +479,14 @@ <h3 class="anchored" data-anchor-id="whats-the-difference-between-re-functions-a
       e.clearSelection();
     }
     const getTextToCopy = function(trigger) {
-        const codeEl = trigger.previousElementSibling.cloneNode(true);
-        for (const childEl of codeEl.children) {
-          if (isCodeAnnotation(childEl)) {
-            childEl.remove();
-          }
+      const outerScaffold = trigger.parentElement.cloneNode(true);
+      const codeEl = outerScaffold.querySelector('code');
+      for (const childEl of codeEl.children) {
+        if (isCodeAnnotation(childEl)) {
+          childEl.remove();
         }
-        return codeEl.innerText;
+      }
+      return codeEl.innerText;
     }
     const clipboard = new window.ClipboardJS('.code-copy-button:not([data-in-quarto-modal])', {
       text: getTextToCopy
@@ -451,7 +501,7 @@ <h3 class="anchored" data-anchor-id="whats-the-difference-between-re-functions-a
     }
       var localhostRegex = new RegExp(/^(?:http|https):\/\/localhost\:?[0-9]*\//);
       var mailtoRegex = new RegExp(/^mailto:/);
-        var filterRegex = new RegExp('/' + window.location.host + '/');
+        var filterRegex = new RegExp("https:\/\/ds100\.org\/debugging-guide\/");
       var isInternal = (href) => {
           return filterRegex.test(href) || localhostRegex.test(href) || mailtoRegex.test(href);
       }
diff --git a/docs/robots.txt b/docs/robots.txt
new file mode 100644
index 0000000..1ad8eda
--- /dev/null
+++ b/docs/robots.txt
@@ -0,0 +1 @@
+Sitemap: https://ds100.org/debugging-guide/sitemap.xml
diff --git a/docs/site_libs/bootstrap/bootstrap-27c261d06b905028a18691de25d09dde.min.css b/docs/site_libs/bootstrap/bootstrap-27c261d06b905028a18691de25d09dde.min.css
deleted file mode 100644
index 2e4ee04..0000000
--- a/docs/site_libs/bootstrap/bootstrap-27c261d06b905028a18691de25d09dde.min.css
+++ /dev/null
@@ -1,12 +0,0 @@
-/*!
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- * Copyright 2011-2023 The Bootstrap Authors
- * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)
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rgb(216.75, 99.45, 20.4);--bs-btn-hover-border-color: rgb(204, 93.6, 19.2);--bs-btn-focus-shadow-rgb: 255, 138, 59;--bs-btn-active-color: #fff;--bs-btn-active-bg: rgb(204, 93.6, 19.2);--bs-btn-active-border-color: rgb(191.25, 87.75, 18);--bs-btn-active-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);--bs-btn-disabled-color: #fff;--bs-btn-disabled-bg: #ff7518;--bs-btn-disabled-border-color: #ff7518}.btn-danger{--bs-btn-color: #fff;--bs-btn-bg: #ff0039;--bs-btn-border-color: #ff0039;--bs-btn-hover-color: #fff;--bs-btn-hover-bg: rgb(216.75, 0, 48.45);--bs-btn-hover-border-color: rgb(204, 0, 45.6);--bs-btn-focus-shadow-rgb: 255, 38, 87;--bs-btn-active-color: #fff;--bs-btn-active-bg: rgb(204, 0, 45.6);--bs-btn-active-border-color: rgb(191.25, 0, 42.75);--bs-btn-active-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);--bs-btn-disabled-color: #fff;--bs-btn-disabled-bg: #ff0039;--bs-btn-disabled-border-color: #ff0039}.btn-light{--bs-btn-color: #000;--bs-btn-bg: #f8f9fa;--bs-btn-border-color: #f8f9fa;--bs-btn-hover-color: #000;--bs-btn-hover-bg: rgb(210.8, 211.65, 212.5);--bs-btn-hover-border-color: rgb(198.4, 199.2, 200);--bs-btn-focus-shadow-rgb: 211, 212, 213;--bs-btn-active-color: #000;--bs-btn-active-bg: rgb(198.4, 199.2, 200);--bs-btn-active-border-color: rgb(186, 186.75, 187.5);--bs-btn-active-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);--bs-btn-disabled-color: #000;--bs-btn-disabled-bg: #f8f9fa;--bs-btn-disabled-border-color: #f8f9fa}.btn-dark{--bs-btn-color: #fff;--bs-btn-bg: #343a40;--bs-btn-border-color: #343a40;--bs-btn-hover-color: #fff;--bs-btn-hover-bg: rgb(82.45, 87.55, 92.65);--bs-btn-hover-border-color: rgb(72.3, 77.7, 83.1);--bs-btn-focus-shadow-rgb: 82, 88, 93;--bs-btn-active-color: #fff;--bs-btn-active-bg: rgb(92.6, 97.4, 102.2);--bs-btn-active-border-color: rgb(72.3, 77.7, 83.1);--bs-btn-active-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);--bs-btn-disabled-color: #fff;--bs-btn-disabled-bg: #343a40;--bs-btn-disabled-border-color: 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#2780e3;--bs-btn-bg: transparent;--bs-gradient: none}.btn-outline-secondary{--bs-btn-color: #343a40;--bs-btn-border-color: #343a40;--bs-btn-hover-color: #fff;--bs-btn-hover-bg: #343a40;--bs-btn-hover-border-color: #343a40;--bs-btn-focus-shadow-rgb: 52, 58, 64;--bs-btn-active-color: #fff;--bs-btn-active-bg: #343a40;--bs-btn-active-border-color: #343a40;--bs-btn-active-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);--bs-btn-disabled-color: #343a40;--bs-btn-disabled-bg: transparent;--bs-btn-disabled-border-color: #343a40;--bs-btn-bg: transparent;--bs-gradient: none}.btn-outline-success{--bs-btn-color: #3fb618;--bs-btn-border-color: #3fb618;--bs-btn-hover-color: #fff;--bs-btn-hover-bg: #3fb618;--bs-btn-hover-border-color: #3fb618;--bs-btn-focus-shadow-rgb: 63, 182, 24;--bs-btn-active-color: #fff;--bs-btn-active-bg: #3fb618;--bs-btn-active-border-color: #3fb618;--bs-btn-active-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);--bs-btn-disabled-color: #3fb618;--bs-btn-disabled-bg: transparent;--bs-btn-disabled-border-color: #3fb618;--bs-btn-bg: transparent;--bs-gradient: none}.btn-outline-info{--bs-btn-color: #9954bb;--bs-btn-border-color: #9954bb;--bs-btn-hover-color: #fff;--bs-btn-hover-bg: #9954bb;--bs-btn-hover-border-color: #9954bb;--bs-btn-focus-shadow-rgb: 153, 84, 187;--bs-btn-active-color: #fff;--bs-btn-active-bg: #9954bb;--bs-btn-active-border-color: #9954bb;--bs-btn-active-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);--bs-btn-disabled-color: #9954bb;--bs-btn-disabled-bg: transparent;--bs-btn-disabled-border-color: #9954bb;--bs-btn-bg: transparent;--bs-gradient: none}.btn-outline-warning{--bs-btn-color: #ff7518;--bs-btn-border-color: #ff7518;--bs-btn-hover-color: #fff;--bs-btn-hover-bg: #ff7518;--bs-btn-hover-border-color: #ff7518;--bs-btn-focus-shadow-rgb: 255, 117, 24;--bs-btn-active-color: #fff;--bs-btn-active-bg: #ff7518;--bs-btn-active-border-color: #ff7518;--bs-btn-active-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);--bs-btn-disabled-color: #ff7518;--bs-btn-disabled-bg: transparent;--bs-btn-disabled-border-color: #ff7518;--bs-btn-bg: transparent;--bs-gradient: none}.btn-outline-danger{--bs-btn-color: #ff0039;--bs-btn-border-color: #ff0039;--bs-btn-hover-color: #fff;--bs-btn-hover-bg: #ff0039;--bs-btn-hover-border-color: #ff0039;--bs-btn-focus-shadow-rgb: 255, 0, 57;--bs-btn-active-color: #fff;--bs-btn-active-bg: #ff0039;--bs-btn-active-border-color: #ff0039;--bs-btn-active-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);--bs-btn-disabled-color: #ff0039;--bs-btn-disabled-bg: transparent;--bs-btn-disabled-border-color: #ff0039;--bs-btn-bg: transparent;--bs-gradient: none}.btn-outline-light{--bs-btn-color: #f8f9fa;--bs-btn-border-color: #f8f9fa;--bs-btn-hover-color: #000;--bs-btn-hover-bg: #f8f9fa;--bs-btn-hover-border-color: #f8f9fa;--bs-btn-focus-shadow-rgb: 248, 249, 250;--bs-btn-active-color: #000;--bs-btn-active-bg: #f8f9fa;--bs-btn-active-border-color: #f8f9fa;--bs-btn-active-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);--bs-btn-disabled-color: #f8f9fa;--bs-btn-disabled-bg: transparent;--bs-btn-disabled-border-color: #f8f9fa;--bs-btn-bg: transparent;--bs-gradient: none}.btn-outline-dark{--bs-btn-color: #343a40;--bs-btn-border-color: #343a40;--bs-btn-hover-color: #fff;--bs-btn-hover-bg: #343a40;--bs-btn-hover-border-color: #343a40;--bs-btn-focus-shadow-rgb: 52, 58, 64;--bs-btn-active-color: #fff;--bs-btn-active-bg: #343a40;--bs-btn-active-border-color: #343a40;--bs-btn-active-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);--bs-btn-disabled-color: #343a40;--bs-btn-disabled-bg: transparent;--bs-btn-disabled-border-color: #343a40;--bs-btn-bg: transparent;--bs-gradient: none}.btn-link{--bs-btn-font-weight: 400;--bs-btn-color: #2761e3;--bs-btn-bg: transparent;--bs-btn-border-color: transparent;--bs-btn-hover-color: rgb(31.2, 77.6, 181.6);--bs-btn-hover-border-color: transparent;--bs-btn-active-color: rgb(31.2, 77.6, 181.6);--bs-btn-active-border-color: transparent;--bs-btn-disabled-color: 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url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'%3e%3cpath stroke='rgb%2884.32, 84.66, 85%29' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/%3e%3c/svg%3e")}[data-bs-theme=dark] .navbar-toggler-icon{--bs-navbar-toggler-icon-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'%3e%3cpath stroke='rgb%2884.32, 84.66, 85%29' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/%3e%3c/svg%3e")}.card{--bs-card-spacer-y: 1rem;--bs-card-spacer-x: 1rem;--bs-card-title-spacer-y: 0.5rem;--bs-card-title-color: ;--bs-card-subtitle-color: ;--bs-card-border-width: 1px;--bs-card-border-color: rgba(0, 0, 0, 0.175);--bs-card-border-radius: 0.25rem;--bs-card-box-shadow: ;--bs-card-inner-border-radius: calc(0.25rem - 1px);--bs-card-cap-padding-y: 0.5rem;--bs-card-cap-padding-x: 1rem;--bs-card-cap-bg: rgba(52, 58, 64, 0.25);--bs-card-cap-color: ;--bs-card-height: ;--bs-card-color: ;--bs-card-bg: #fff;--bs-card-img-overlay-padding: 1rem;--bs-card-group-margin: 0.75rem;position:relative;display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;min-width:0;height:var(--bs-card-height);color:var(--bs-body-color);word-wrap:break-word;background-color:var(--bs-card-bg);background-clip:border-box;border:var(--bs-card-border-width) solid var(--bs-card-border-color)}.card>hr{margin-right:0;margin-left:0}.card>.list-group{border-top:inherit;border-bottom:inherit}.card>.list-group:first-child{border-top-width:0}.card>.list-group:last-child{border-bottom-width:0}.card>.card-header+.list-group,.card>.list-group+.card-footer{border-top:0}.card-body{flex:1 1 auto;-webkit-flex:1 1 auto;padding:var(--bs-card-spacer-y) var(--bs-card-spacer-x);color:var(--bs-card-color)}.card-title{margin-bottom:var(--bs-card-title-spacer-y);color:var(--bs-card-title-color)}.card-subtitle{margin-top:calc(-0.5*var(--bs-card-title-spacer-y));margin-bottom:0;color:var(--bs-card-subtitle-color)}.card-text:last-child{margin-bottom:0}.card-link+.card-link{margin-left:var(--bs-card-spacer-x)}.card-header{padding:var(--bs-card-cap-padding-y) var(--bs-card-cap-padding-x);margin-bottom:0;color:var(--bs-card-cap-color);background-color:var(--bs-card-cap-bg);border-bottom:var(--bs-card-border-width) solid var(--bs-card-border-color)}.card-footer{padding:var(--bs-card-cap-padding-y) var(--bs-card-cap-padding-x);color:var(--bs-card-cap-color);background-color:var(--bs-card-cap-bg);border-top:var(--bs-card-border-width) solid var(--bs-card-border-color)}.card-header-tabs{margin-right:calc(-0.5*var(--bs-card-cap-padding-x));margin-bottom:calc(-1*var(--bs-card-cap-padding-y));margin-left:calc(-0.5*var(--bs-card-cap-padding-x));border-bottom:0}.card-header-tabs .nav-link.active{background-color:var(--bs-card-bg);border-bottom-color:var(--bs-card-bg)}.card-header-pills{margin-right:calc(-0.5*var(--bs-card-cap-padding-x));margin-left:calc(-0.5*var(--bs-card-cap-padding-x))}.card-img-overlay{position:absolute;top:0;right:0;bottom:0;left:0;padding:var(--bs-card-img-overlay-padding)}.card-img,.card-img-top,.card-img-bottom{width:100%}.card-group>.card{margin-bottom:var(--bs-card-group-margin)}@media(min-width: 576px){.card-group{display:flex;display:-webkit-flex;flex-flow:row wrap;-webkit-flex-flow:row wrap}.card-group>.card{flex:1 0 0%;-webkit-flex:1 0 0%;margin-bottom:0}.card-group>.card+.card{margin-left:0;border-left:0}}.accordion{--bs-accordion-color: #343a40;--bs-accordion-bg: #fff;--bs-accordion-transition: color 0.15s ease-in-out, background-color 0.15s ease-in-out, border-color 0.15s ease-in-out, box-shadow 0.15s ease-in-out, border-radius 0.15s ease;--bs-accordion-border-color: #dee2e6;--bs-accordion-border-width: 1px;--bs-accordion-border-radius: 0.25rem;--bs-accordion-inner-border-radius: calc(0.25rem - 1px);--bs-accordion-btn-padding-x: 1.25rem;--bs-accordion-btn-padding-y: 1rem;--bs-accordion-btn-color: #343a40;--bs-accordion-btn-bg: #fff;--bs-accordion-btn-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%23343a40'%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='rgb%2815.6, 51.2, 90.8%29'%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: rgb(147, 191.5, 241);--bs-accordion-btn-focus-box-shadow: 0 0 0 0.25rem rgba(39, 128, 227, 0.25);--bs-accordion-body-padding-x: 1.25rem;--bs-accordion-body-padding-y: 1rem;--bs-accordion-active-color: rgb(15.6, 51.2, 90.8);--bs-accordion-active-bg: rgb(211.8, 229.6, 249.4)}.accordion-button{position:relative;display:flex;display:-webkit-flex;align-items:center;-webkit-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;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;-webkit-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:not(:first-of-type){border-top:0}.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}.accordion-flush .accordion-item:first-child{border-top:0}.accordion-flush .accordion-item:last-child{border-bottom: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='rgb%28125.4, 178.8, 238.2%29'%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='rgb%28125.4, 178.8, 238.2%29'%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: rgba(52, 58, 64, 0.75);--bs-breadcrumb-item-padding-x: 0.5rem;--bs-breadcrumb-item-active-color: rgba(52, 58, 64, 0.75);display:flex;display:-webkit-flex;flex-wrap:wrap;-webkit-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)}.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: #2761e3;--bs-pagination-bg: #fff;--bs-pagination-border-width: 1px;--bs-pagination-border-color: #dee2e6;--bs-pagination-border-radius: 0.25rem;--bs-pagination-hover-color: rgb(31.2, 77.6, 181.6);--bs-pagination-hover-bg: #f8f9fa;--bs-pagination-hover-border-color: #dee2e6;--bs-pagination-focus-color: rgb(31.2, 77.6, 181.6);--bs-pagination-focus-bg: #e9ecef;--bs-pagination-focus-box-shadow: 0 0 0 0.25rem rgba(39, 128, 227, 0.25);--bs-pagination-active-color: #fff;--bs-pagination-active-bg: #2780e3;--bs-pagination-active-border-color: #2780e3;--bs-pagination-disabled-color: rgba(52, 58, 64, 0.75);--bs-pagination-disabled-bg: #e9ecef;--bs-pagination-disabled-border-color: #dee2e6;display:flex;display:-webkit-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;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-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(1px*-1)}.pagination-lg{--bs-pagination-padding-x: 1.5rem;--bs-pagination-padding-y: 0.75rem;--bs-pagination-font-size:1.25rem;--bs-pagination-border-radius: 0.5rem}.pagination-sm{--bs-pagination-padding-x: 0.5rem;--bs-pagination-padding-y: 0.25rem;--bs-pagination-font-size:0.875rem;--bs-pagination-border-radius: 0.2em}.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: 0.25rem;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}.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: 0 solid var(--bs-alert-border-color);--bs-alert-border-radius: 0.25rem;--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)}.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-default{--bs-alert-color: var(--bs-default-text-emphasis);--bs-alert-bg: var(--bs-default-bg-subtle);--bs-alert-border-color: var(--bs-default-border-subtle);--bs-alert-link-color: var(--bs-default-text-emphasis)}.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:.5rem}}.progress,.progress-stacked{--bs-progress-height: 0.5rem;--bs-progress-font-size:0.75rem;--bs-progress-bg: #e9ecef;--bs-progress-border-radius: 0.25rem;--bs-progress-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.075);--bs-progress-bar-color: #fff;--bs-progress-bar-bg: #2780e3;--bs-progress-bar-transition: width 0.6s ease;display:flex;display:-webkit-flex;height:var(--bs-progress-height);overflow:hidden;font-size:var(--bs-progress-font-size);background-color:var(--bs-progress-bg)}.progress-bar{display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;justify-content:center;-webkit-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: #343a40;--bs-list-group-bg: #fff;--bs-list-group-border-color: #dee2e6;--bs-list-group-border-width: 1px;--bs-list-group-border-radius: 0.25rem;--bs-list-group-item-padding-x: 1rem;--bs-list-group-item-padding-y: 0.5rem;--bs-list-group-action-color: rgba(52, 58, 64, 0.75);--bs-list-group-action-hover-color: #000;--bs-list-group-action-hover-bg: #f8f9fa;--bs-list-group-action-active-color: #343a40;--bs-list-group-action-active-bg: #e9ecef;--bs-list-group-disabled-color: rgba(52, 58, 64, 0.75);--bs-list-group-disabled-bg: #fff;--bs-list-group-active-color: #fff;--bs-list-group-active-bg: #2780e3;--bs-list-group-active-border-color: #2780e3;display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;padding-left:0;margin-bottom:0}.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;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-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.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;-webkit-flex-direction:row}.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;-webkit-flex-direction:row}.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;-webkit-flex-direction:row}.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;-webkit-flex-direction:row}.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;-webkit-flex-direction:row}.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;-webkit-flex-direction:row}.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>.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-default{--bs-list-group-color: var(--bs-default-text-emphasis);--bs-list-group-bg: var(--bs-default-bg-subtle);--bs-list-group-border-color: var(--bs-default-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-default-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-default-border-subtle);--bs-list-group-active-color: var(--bs-default-bg-subtle);--bs-list-group-active-bg: var(--bs-default-text-emphasis);--bs-list-group-active-border-color: var(--bs-default-text-emphasis)}.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(39, 128, 227, 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;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;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;-o-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(255, 255, 255, 0.85);--bs-toast-border-width: 1px;--bs-toast-border-color: rgba(0, 0, 0, 0.175);--bs-toast-border-radius: 0.25rem;--bs-toast-box-shadow: 0 0.5rem 1rem rgba(0, 0, 0, 0.15);--bs-toast-header-color: rgba(52, 58, 64, 0.75);--bs-toast-header-bg: rgba(255, 255, 255, 0.85);--bs-toast-header-border-color: rgba(0, 0, 0, 0.175);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)}.toast.showing{opacity:0}.toast:not(.show){display:none}.toast-container{--bs-toast-zindex: 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0.175);--bs-modal-border-width: 1px;--bs-modal-border-radius: 0.5rem;--bs-modal-box-shadow: 0 0.125rem 0.25rem rgba(0, 0, 0, 0.075);--bs-modal-inner-border-radius: calc(0.5rem - 1px);--bs-modal-header-padding-x: 1rem;--bs-modal-header-padding-y: 1rem;--bs-modal-header-padding: 1rem 1rem;--bs-modal-header-border-color: #dee2e6;--bs-modal-header-border-width: 1px;--bs-modal-title-line-height: 1.5;--bs-modal-footer-gap: 0.5rem;--bs-modal-footer-bg: ;--bs-modal-footer-border-color: #dee2e6;--bs-modal-footer-border-width: 1px;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 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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;display:-webkit-flex;flex-shrink:0;-webkit-flex-shrink:0;align-items:center;-webkit-align-items:center;justify-content:space-between;-webkit-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)}.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;-webkit-flex:1 1 auto;padding:var(--bs-modal-padding)}.modal-footer{display:flex;display:-webkit-flex;flex-shrink:0;-webkit-flex-shrink:0;flex-wrap:wrap;-webkit-flex-wrap:wrap;align-items:center;-webkit-align-items:center;justify-content:flex-end;-webkit-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)}.modal-footer>*{margin:calc(var(--bs-modal-footer-gap)*.5)}@media(min-width: 576px){.modal{--bs-modal-margin: 1.75rem;--bs-modal-box-shadow: 0 0.5rem 1rem rgba(0, 0, 0, 0.15)}.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}.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}.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}.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}.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}.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}.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: #fff;--bs-tooltip-bg: #000;--bs-tooltip-border-radius: 0.25rem;--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:"Source Sans Pro",-apple-system,BlinkMacSystemFont,"Segoe UI",Roboto,"Helvetica Neue",Arial,sans-serif,"Apple Color Emoji","Segoe UI Emoji","Segoe UI 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var(--bs-popover-border-width))}.bs-popover-top>.popover-arrow::before,.bs-popover-auto[data-popper-placement^=top]>.popover-arrow::before,.bs-popover-top>.popover-arrow::after,.bs-popover-auto[data-popper-placement^=top]>.popover-arrow::after{border-width:var(--bs-popover-arrow-height) calc(var(--bs-popover-arrow-width)*.5) 0}.bs-popover-top>.popover-arrow::before,.bs-popover-auto[data-popper-placement^=top]>.popover-arrow::before{bottom:0;border-top-color:var(--bs-popover-arrow-border)}.bs-popover-top>.popover-arrow::after,.bs-popover-auto[data-popper-placement^=top]>.popover-arrow::after{bottom:var(--bs-popover-border-width);border-top-color:var(--bs-popover-bg)}.bs-popover-end>.popover-arrow,.bs-popover-auto[data-popper-placement^=right]>.popover-arrow{left:calc(-1*(var(--bs-popover-arrow-height)) - 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#ff7518;--bslib-color-fg: #fff}.text-danger{--bslib-color-fg: #ff0039}.bg-danger{--bslib-color-bg: #ff0039;--bslib-color-fg: #fff}.text-light{--bslib-color-fg: #f8f9fa}.bg-light{--bslib-color-bg: #f8f9fa;--bslib-color-fg: #000}.text-dark{--bslib-color-fg: #343a40}.bg-dark{--bslib-color-bg: #343a40;--bslib-color-fg: #fff}.bg-gradient-blue-indigo{--bslib-color-fg: #fff;--bslib-color-bg: rgb(64.2, 83.2, 233);background:linear-gradient(var(--bg-gradient-deg, 140deg), #2780e3 var(--bg-gradient-start, 36%), #6610f2 var(--bg-gradient-end, 180%)) rgb(64.2,83.2,233);color:#fff}.bg-gradient-blue-purple{--bslib-color-fg: #fff;--bslib-color-bg: rgb(62.2, 101.2, 185.8);background:linear-gradient(var(--bg-gradient-deg, 140deg), #2780e3 var(--bg-gradient-start, 36%), #613d7c var(--bg-gradient-end, 180%)) rgb(62.2,101.2,185.8);color:#fff}.bg-gradient-blue-pink{--bslib-color-fg: #fff;--bslib-color-bg: rgb(116.2, 101.6, 192.2);background:linear-gradient(var(--bg-gradient-deg, 140deg), #2780e3 var(--bg-gradient-start, 36%), #e83e8c var(--bg-gradient-end, 180%)) rgb(116.2,101.6,192.2);color:#fff}.bg-gradient-blue-red{--bslib-color-fg: #fff;--bslib-color-bg: rgb(125.4, 76.8, 159);background:linear-gradient(var(--bg-gradient-deg, 140deg), #2780e3 var(--bg-gradient-start, 36%), #ff0039 var(--bg-gradient-end, 180%)) rgb(125.4,76.8,159);color:#fff}.bg-gradient-blue-orange{--bslib-color-fg: #fff;--bslib-color-bg: rgb(119.4, 146, 167.4);background:linear-gradient(var(--bg-gradient-deg, 140deg), #2780e3 var(--bg-gradient-start, 36%), #f0ad4e var(--bg-gradient-end, 180%)) rgb(119.4,146,167.4);color:#fff}.bg-gradient-blue-yellow{--bslib-color-fg: #fff;--bslib-color-bg: rgb(125.4, 123.6, 145.8);background:linear-gradient(var(--bg-gradient-deg, 140deg), #2780e3 var(--bg-gradient-start, 36%), #ff7518 var(--bg-gradient-end, 180%)) rgb(125.4,123.6,145.8);color:#fff}.bg-gradient-blue-green{--bslib-color-fg: #fff;--bslib-color-bg: rgb(48.6, 149.6, 145.8);background:linear-gradient(var(--bg-gradient-deg, 140deg), #2780e3 var(--bg-gradient-start, 36%), #3fb618 var(--bg-gradient-end, 180%)) rgb(48.6,149.6,145.8);color:#fff}.bg-gradient-blue-teal{--bslib-color-fg: #fff;--bslib-color-bg: rgb(36.2, 157.2, 196.6);background:linear-gradient(var(--bg-gradient-deg, 140deg), #2780e3 var(--bg-gradient-start, 36%), #20c997 var(--bg-gradient-end, 180%)) rgb(36.2,157.2,196.6);color:#fff}.bg-gradient-blue-cyan{--bslib-color-fg: #fff;--bslib-color-bg: rgb(84.6, 110.4, 211);background:linear-gradient(var(--bg-gradient-deg, 140deg), #2780e3 var(--bg-gradient-start, 36%), #9954bb var(--bg-gradient-end, 180%)) rgb(84.6,110.4,211);color:#fff}.bg-gradient-indigo-blue{--bslib-color-fg: #fff;--bslib-color-bg: rgb(76.8, 60.8, 236);background:linear-gradient(var(--bg-gradient-deg, 140deg), #6610f2 var(--bg-gradient-start, 36%), #2780e3 var(--bg-gradient-end, 180%)) rgb(76.8,60.8,236);color:#fff}.bg-gradient-indigo-purple{--bslib-color-fg: #fff;--bslib-color-bg: rgb(100, 34, 194.8);background:linear-gradient(var(--bg-gradient-deg, 140deg), #6610f2 var(--bg-gradient-start, 36%), #613d7c var(--bg-gradient-end, 180%)) rgb(100,34,194.8);color:#fff}.bg-gradient-indigo-pink{--bslib-color-fg: #fff;--bslib-color-bg: rgb(154, 34.4, 201.2);background:linear-gradient(var(--bg-gradient-deg, 140deg), #6610f2 var(--bg-gradient-start, 36%), #e83e8c var(--bg-gradient-end, 180%)) rgb(154,34.4,201.2);color:#fff}.bg-gradient-indigo-red{--bslib-color-fg: #fff;--bslib-color-bg: rgb(163.2, 9.6, 168);background:linear-gradient(var(--bg-gradient-deg, 140deg), #6610f2 var(--bg-gradient-start, 36%), #ff0039 var(--bg-gradient-end, 180%)) rgb(163.2,9.6,168);color:#fff}.bg-gradient-indigo-orange{--bslib-color-fg: #fff;--bslib-color-bg: rgb(157.2, 78.8, 176.4);background:linear-gradient(var(--bg-gradient-deg, 140deg), #6610f2 var(--bg-gradient-start, 36%), #f0ad4e var(--bg-gradient-end, 180%)) rgb(157.2,78.8,176.4);color:#fff}.bg-gradient-indigo-yellow{--bslib-color-fg: #fff;--bslib-color-bg: rgb(163.2, 56.4, 154.8);background:linear-gradient(var(--bg-gradient-deg, 140deg), #6610f2 var(--bg-gradient-start, 36%), #ff7518 var(--bg-gradient-end, 180%)) rgb(163.2,56.4,154.8);color:#fff}.bg-gradient-indigo-green{--bslib-color-fg: #fff;--bslib-color-bg: rgb(86.4, 82.4, 154.8);background:linear-gradient(var(--bg-gradient-deg, 140deg), #6610f2 var(--bg-gradient-start, 36%), #3fb618 var(--bg-gradient-end, 180%)) rgb(86.4,82.4,154.8);color:#fff}.bg-gradient-indigo-teal{--bslib-color-fg: #fff;--bslib-color-bg: rgb(74, 90, 205.6);background:linear-gradient(var(--bg-gradient-deg, 140deg), #6610f2 var(--bg-gradient-start, 36%), #20c997 var(--bg-gradient-end, 180%)) rgb(74,90,205.6);color:#fff}.bg-gradient-indigo-cyan{--bslib-color-fg: #fff;--bslib-color-bg: rgb(122.4, 43.2, 220);background:linear-gradient(var(--bg-gradient-deg, 140deg), #6610f2 var(--bg-gradient-start, 36%), #9954bb var(--bg-gradient-end, 180%)) rgb(122.4,43.2,220);color:#fff}.bg-gradient-purple-blue{--bslib-color-fg: #fff;--bslib-color-bg: rgb(73.8, 87.8, 165.2);background:linear-gradient(var(--bg-gradient-deg, 140deg), #613d7c var(--bg-gradient-start, 36%), #2780e3 var(--bg-gradient-end, 180%)) rgb(73.8,87.8,165.2);color:#fff}.bg-gradient-purple-indigo{--bslib-color-fg: #fff;--bslib-color-bg: rgb(99, 43, 171.2);background:linear-gradient(var(--bg-gradient-deg, 140deg), #613d7c var(--bg-gradient-start, 36%), #6610f2 var(--bg-gradient-end, 180%)) rgb(99,43,171.2);color:#fff}.bg-gradient-purple-pink{--bslib-color-fg: #fff;--bslib-color-bg: rgb(151, 61.4, 130.4);background:linear-gradient(var(--bg-gradient-deg, 140deg), #613d7c var(--bg-gradient-start, 36%), #e83e8c var(--bg-gradient-end, 180%)) rgb(151,61.4,130.4);color:#fff}.bg-gradient-purple-red{--bslib-color-fg: #fff;--bslib-color-bg: rgb(160.2, 36.6, 97.2);background:linear-gradient(var(--bg-gradient-deg, 140deg), #613d7c var(--bg-gradient-start, 36%), #ff0039 var(--bg-gradient-end, 180%)) rgb(160.2,36.6,97.2);color:#fff}.bg-gradient-purple-orange{--bslib-color-fg: #fff;--bslib-color-bg: rgb(154.2, 105.8, 105.6);background:linear-gradient(var(--bg-gradient-deg, 140deg), #613d7c var(--bg-gradient-start, 36%), #f0ad4e var(--bg-gradient-end, 180%)) rgb(154.2,105.8,105.6);color:#fff}.bg-gradient-purple-yellow{--bslib-color-fg: #fff;--bslib-color-bg: rgb(160.2, 83.4, 84);background:linear-gradient(var(--bg-gradient-deg, 140deg), #613d7c var(--bg-gradient-start, 36%), #ff7518 var(--bg-gradient-end, 180%)) rgb(160.2,83.4,84);color:#fff}.bg-gradient-purple-green{--bslib-color-fg: #fff;--bslib-color-bg: rgb(83.4, 109.4, 84);background:linear-gradient(var(--bg-gradient-deg, 140deg), #613d7c var(--bg-gradient-start, 36%), #3fb618 var(--bg-gradient-end, 180%)) rgb(83.4,109.4,84);color:#fff}.bg-gradient-purple-teal{--bslib-color-fg: #fff;--bslib-color-bg: rgb(71, 117, 134.8);background:linear-gradient(var(--bg-gradient-deg, 140deg), #613d7c var(--bg-gradient-start, 36%), #20c997 var(--bg-gradient-end, 180%)) rgb(71,117,134.8);color:#fff}.bg-gradient-purple-cyan{--bslib-color-fg: #fff;--bslib-color-bg: rgb(119.4, 70.2, 149.2);background:linear-gradient(var(--bg-gradient-deg, 140deg), #613d7c var(--bg-gradient-start, 36%), #9954bb var(--bg-gradient-end, 180%)) rgb(119.4,70.2,149.2);color:#fff}.bg-gradient-pink-blue{--bslib-color-fg: #fff;--bslib-color-bg: rgb(154.8, 88.4, 174.8);background:linear-gradient(var(--bg-gradient-deg, 140deg), #e83e8c var(--bg-gradient-start, 36%), #2780e3 var(--bg-gradient-end, 180%)) rgb(154.8,88.4,174.8);color:#fff}.bg-gradient-pink-indigo{--bslib-color-fg: #fff;--bslib-color-bg: rgb(180, 43.6, 180.8);background:linear-gradient(var(--bg-gradient-deg, 140deg), #e83e8c var(--bg-gradient-start, 36%), #6610f2 var(--bg-gradient-end, 180%)) rgb(180,43.6,180.8);color:#fff}.bg-gradient-pink-purple{--bslib-color-fg: #fff;--bslib-color-bg: rgb(178, 61.6, 133.6);background:linear-gradient(var(--bg-gradient-deg, 140deg), #e83e8c var(--bg-gradient-start, 36%), #613d7c var(--bg-gradient-end, 180%)) rgb(178,61.6,133.6);color:#fff}.bg-gradient-pink-red{--bslib-color-fg: #fff;--bslib-color-bg: rgb(241.2, 37.2, 106.8);background:linear-gradient(var(--bg-gradient-deg, 140deg), #e83e8c var(--bg-gradient-start, 36%), #ff0039 var(--bg-gradient-end, 180%)) rgb(241.2,37.2,106.8);color:#fff}.bg-gradient-pink-orange{--bslib-color-fg: #fff;--bslib-color-bg: rgb(235.2, 106.4, 115.2);background:linear-gradient(var(--bg-gradient-deg, 140deg), #e83e8c var(--bg-gradient-start, 36%), #f0ad4e var(--bg-gradient-end, 180%)) rgb(235.2,106.4,115.2);color:#fff}.bg-gradient-pink-yellow{--bslib-color-fg: #fff;--bslib-color-bg: rgb(241.2, 84, 93.6);background:linear-gradient(var(--bg-gradient-deg, 140deg), #e83e8c var(--bg-gradient-start, 36%), #ff7518 var(--bg-gradient-end, 180%)) rgb(241.2,84,93.6);color:#fff}.bg-gradient-pink-green{--bslib-color-fg: #fff;--bslib-color-bg: rgb(164.4, 110, 93.6);background:linear-gradient(var(--bg-gradient-deg, 140deg), #e83e8c var(--bg-gradient-start, 36%), #3fb618 var(--bg-gradient-end, 180%)) rgb(164.4,110,93.6);color:#fff}.bg-gradient-pink-teal{--bslib-color-fg: #fff;--bslib-color-bg: rgb(152, 117.6, 144.4);background:linear-gradient(var(--bg-gradient-deg, 140deg), #e83e8c var(--bg-gradient-start, 36%), #20c997 var(--bg-gradient-end, 180%)) rgb(152,117.6,144.4);color:#fff}.bg-gradient-pink-cyan{--bslib-color-fg: #fff;--bslib-color-bg: rgb(200.4, 70.8, 158.8);background:linear-gradient(var(--bg-gradient-deg, 140deg), #e83e8c var(--bg-gradient-start, 36%), #9954bb var(--bg-gradient-end, 180%)) rgb(200.4,70.8,158.8);color:#fff}.bg-gradient-red-blue{--bslib-color-fg: #fff;--bslib-color-bg: rgb(168.6, 51.2, 125);background:linear-gradient(var(--bg-gradient-deg, 140deg), #ff0039 var(--bg-gradient-start, 36%), #2780e3 var(--bg-gradient-end, 180%)) rgb(168.6,51.2,125);color:#fff}.bg-gradient-red-indigo{--bslib-color-fg: #fff;--bslib-color-bg: rgb(193.8, 6.4, 131);background:linear-gradient(var(--bg-gradient-deg, 140deg), #ff0039 var(--bg-gradient-start, 36%), #6610f2 var(--bg-gradient-end, 180%)) rgb(193.8,6.4,131);color:#fff}.bg-gradient-red-purple{--bslib-color-fg: #fff;--bslib-color-bg: rgb(191.8, 24.4, 83.8);background:linear-gradient(var(--bg-gradient-deg, 140deg), #ff0039 var(--bg-gradient-start, 36%), #613d7c var(--bg-gradient-end, 180%)) rgb(191.8,24.4,83.8);color:#fff}.bg-gradient-red-pink{--bslib-color-fg: #fff;--bslib-color-bg: rgb(245.8, 24.8, 90.2);background:linear-gradient(var(--bg-gradient-deg, 140deg), #ff0039 var(--bg-gradient-start, 36%), #e83e8c var(--bg-gradient-end, 180%)) rgb(245.8,24.8,90.2);color:#fff}.bg-gradient-red-orange{--bslib-color-fg: #fff;--bslib-color-bg: rgb(249, 69.2, 65.4);background:linear-gradient(var(--bg-gradient-deg, 140deg), #ff0039 var(--bg-gradient-start, 36%), #f0ad4e var(--bg-gradient-end, 180%)) rgb(249,69.2,65.4);color:#fff}.bg-gradient-red-yellow{--bslib-color-fg: #fff;--bslib-color-bg: rgb(255, 46.8, 43.8);background:linear-gradient(var(--bg-gradient-deg, 140deg), #ff0039 var(--bg-gradient-start, 36%), #ff7518 var(--bg-gradient-end, 180%)) rgb(255,46.8,43.8);color:#fff}.bg-gradient-red-green{--bslib-color-fg: #fff;--bslib-color-bg: rgb(178.2, 72.8, 43.8);background:linear-gradient(var(--bg-gradient-deg, 140deg), #ff0039 var(--bg-gradient-start, 36%), #3fb618 var(--bg-gradient-end, 180%)) rgb(178.2,72.8,43.8);color:#fff}.bg-gradient-red-teal{--bslib-color-fg: #fff;--bslib-color-bg: rgb(165.8, 80.4, 94.6);background:linear-gradient(var(--bg-gradient-deg, 140deg), #ff0039 var(--bg-gradient-start, 36%), #20c997 var(--bg-gradient-end, 180%)) rgb(165.8,80.4,94.6);color:#fff}.bg-gradient-red-cyan{--bslib-color-fg: #fff;--bslib-color-bg: rgb(214.2, 33.6, 109);background:linear-gradient(var(--bg-gradient-deg, 140deg), #ff0039 var(--bg-gradient-start, 36%), #9954bb var(--bg-gradient-end, 180%)) rgb(214.2,33.6,109);color:#fff}.bg-gradient-orange-blue{--bslib-color-fg: #fff;--bslib-color-bg: rgb(159.6, 155, 137.6);background:linear-gradient(var(--bg-gradient-deg, 140deg), #f0ad4e var(--bg-gradient-start, 36%), #2780e3 var(--bg-gradient-end, 180%)) rgb(159.6,155,137.6);color:#fff}.bg-gradient-orange-indigo{--bslib-color-fg: #fff;--bslib-color-bg: rgb(184.8, 110.2, 143.6);background:linear-gradient(var(--bg-gradient-deg, 140deg), #f0ad4e var(--bg-gradient-start, 36%), #6610f2 var(--bg-gradient-end, 180%)) rgb(184.8,110.2,143.6);color:#fff}.bg-gradient-orange-purple{--bslib-color-fg: #fff;--bslib-color-bg: rgb(182.8, 128.2, 96.4);background:linear-gradient(var(--bg-gradient-deg, 140deg), #f0ad4e var(--bg-gradient-start, 36%), #613d7c var(--bg-gradient-end, 180%)) rgb(182.8,128.2,96.4);color:#fff}.bg-gradient-orange-pink{--bslib-color-fg: #fff;--bslib-color-bg: rgb(236.8, 128.6, 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.value-box-area{grid-area:top}.bslib-value-box.showcase-bottom[data-full-screen=true] .value-box-grid{grid-template-rows:1fr var(---bslib-value-box-showcase-h-fs, 2fr)}.bslib-value-box.showcase-bottom[data-full-screen=true] .value-box-grid .value-box-showcase{padding:1rem}[data-bs-theme=dark] .bslib-value-box{--bslib-value-box-shadow: 0 0.5rem 1rem rgb(0 0 0 / 50%)}@media(min-width: 576px){.nav:not(.nav-hidden){display:flex !important;display:-webkit-flex !important}.nav:not(.nav-hidden):not(.nav-stacked):not(.flex-column){float:none !important}.nav:not(.nav-hidden):not(.nav-stacked):not(.flex-column)>.bslib-nav-spacer{margin-left:auto !important}.nav:not(.nav-hidden):not(.nav-stacked):not(.flex-column)>.form-inline{margin-top:auto;margin-bottom:auto}.nav:not(.nav-hidden).nav-stacked{flex-direction:column;-webkit-flex-direction:column;height:100%}.nav:not(.nav-hidden).nav-stacked>.bslib-nav-spacer{margin-top:auto !important}}.bslib-card{overflow:auto}.bslib-card 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.accordion-button:not(.collapsed):focus{box-shadow:var(--bs-accordion-btn-focus-box-shadow)}.navbar+.container-fluid:has(>.tab-content>.tab-pane.active.html-fill-container),.navbar+.container-sm:has(>.tab-content>.tab-pane.active.html-fill-container),.navbar+.container-md:has(>.tab-content>.tab-pane.active.html-fill-container),.navbar+.container-lg:has(>.tab-content>.tab-pane.active.html-fill-container),.navbar+.container-xl:has(>.tab-content>.tab-pane.active.html-fill-container),.navbar+.container-xxl:has(>.tab-content>.tab-pane.active.html-fill-container){padding-left:0;padding-right:0}.navbar+.container-fluid>.tab-content>.tab-pane.active.html-fill-container,.navbar+.container-sm>.tab-content>.tab-pane.active.html-fill-container,.navbar+.container-md>.tab-content>.tab-pane.active.html-fill-container,.navbar+.container-lg>.tab-content>.tab-pane.active.html-fill-container,.navbar+.container-xl>.tab-content>.tab-pane.active.html-fill-container,.navbar+.container-xxl>.tab-content>.tab-pane.active.html-fill-container{padding:var(--bslib-spacer, 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149.6);--quarto-scss-export-cyan-700: rgb(91.8, 50.4, 112.2);--quarto-scss-export-cyan-800: rgb(61.2, 33.6, 74.8);--quarto-scss-export-cyan-900: rgb(30.6, 16.8, 37.4);--quarto-scss-export-default: #343a40;--quarto-scss-export-primary-text-emphasis: rgb(15.6, 51.2, 90.8);--quarto-scss-export-secondary-text-emphasis: rgb(20.8, 23.2, 25.6);--quarto-scss-export-success-text-emphasis: rgb(25.2, 72.8, 9.6);--quarto-scss-export-info-text-emphasis: rgb(61.2, 33.6, 74.8);--quarto-scss-export-warning-text-emphasis: rgb(102, 46.8, 9.6);--quarto-scss-export-danger-text-emphasis: rgb(102, 0, 22.8);--quarto-scss-export-light-text-emphasis: #495057;--quarto-scss-export-dark-text-emphasis: #495057;--quarto-scss-export-primary-bg-subtle: rgb(211.8, 229.6, 249.4);--quarto-scss-export-secondary-bg-subtle: rgb(214.4, 215.6, 216.8);--quarto-scss-export-success-bg-subtle: rgb(216.6, 240.4, 208.8);--quarto-scss-export-info-bg-subtle: rgb(234.6, 220.8, 241.4);--quarto-scss-export-warning-bg-subtle: rgb(255, 227.4, 208.8);--quarto-scss-export-danger-bg-subtle: rgb(255, 204, 215.4);--quarto-scss-export-light-bg-subtle: rgb(251.5, 252, 252.5);--quarto-scss-export-dark-bg-subtle: #ced4da;--quarto-scss-export-primary-border-subtle: rgb(168.6, 204.2, 243.8);--quarto-scss-export-secondary-border-subtle: rgb(173.8, 176.2, 178.6);--quarto-scss-export-success-border-subtle: rgb(178.2, 225.8, 162.6);--quarto-scss-export-info-border-subtle: rgb(214.2, 186.6, 227.8);--quarto-scss-export-warning-border-subtle: rgb(255, 199.8, 162.6);--quarto-scss-export-danger-border-subtle: rgb(255, 153, 175.8);--quarto-scss-export-light-border-subtle: #e9ecef;--quarto-scss-export-dark-border-subtle: #adb5bd;--quarto-scss-export-body-text-align: ;--quarto-scss-export-body-bg: #fff;--quarto-scss-export-body-secondary-color: rgba(52, 58, 64, 0.75);--quarto-scss-export-body-secondary-bg: #e9ecef;--quarto-scss-export-body-tertiary-color: rgba(52, 58, 64, 0.5);--quarto-scss-export-body-tertiary-bg: #f8f9fa;--quarto-scss-export-body-emphasis-color: #000;--quarto-scss-export-link-hover-color: rgb(31.2, 77.6, 181.6);--quarto-scss-export-link-hover-decoration: ;--quarto-scss-export-border-color-translucent: rgba(0, 0, 0, 0.175);--quarto-scss-export-component-active-bg: #2780e3;--quarto-scss-export-component-active-color: #fff;--quarto-scss-export-focus-ring-color: rgba(39, 128, 227, 0.25);--quarto-scss-export-headings-font-family: ;--quarto-scss-export-headings-font-style: ;--quarto-scss-export-display-font-family: ;--quarto-scss-export-display-font-style: ;--quarto-scss-export-blockquote-footer-color: #6c757d;--quarto-scss-export-blockquote-border-color: #e9ecef;--quarto-scss-export-hr-bg-color: ;--quarto-scss-export-hr-height: ;--quarto-scss-export-hr-border-color: ;--quarto-scss-export-legend-font-weight: ;--quarto-scss-export-mark-bg: rgb(255, 227.4, 208.8);--quarto-scss-export-table-color: #343a40;--quarto-scss-export-table-bg: #fff;--quarto-scss-export-table-accent-bg: transparent;--quarto-scss-export-table-th-font-weight: ;--quarto-scss-export-table-striped-color: #343a40;--quarto-scss-export-table-striped-bg: rgba(0, 0, 0, 0.05);--quarto-scss-export-table-active-color: #343a40;--quarto-scss-export-table-active-bg: rgba(0, 0, 0, 0.1);--quarto-scss-export-table-hover-color: #343a40;--quarto-scss-export-table-hover-bg: rgba(0, 0, 0, 0.075);--quarto-scss-export-table-caption-color: rgba(52, 58, 64, 0.75);--quarto-scss-export-input-btn-font-family: ;--quarto-scss-export-input-btn-focus-color: rgba(39, 128, 227, 0.25);--quarto-scss-export-btn-color: #343a40;--quarto-scss-export-btn-font-family: ;--quarto-scss-export-btn-white-space: ;--quarto-scss-export-btn-link-color: #2761e3;--quarto-scss-export-btn-link-hover-color: rgb(31.2, 77.6, 181.6);--quarto-scss-export-btn-link-disabled-color: #6c757d;--quarto-scss-export-form-text-font-style: ;--quarto-scss-export-form-text-font-weight: ;--quarto-scss-export-form-text-color: rgba(52, 58, 64, 0.75);--quarto-scss-export-form-label-font-size: ;--quarto-scss-export-form-label-font-style: ;--quarto-scss-export-form-label-font-weight: ;--quarto-scss-export-form-label-color: ;--quarto-scss-export-input-font-family: ;--quarto-scss-export-input-disabled-color: ;--quarto-scss-export-input-disabled-bg: #e9ecef;--quarto-scss-export-input-disabled-border-color: ;--quarto-scss-export-input-color: #343a40;--quarto-scss-export-input-focus-bg: #fff;--quarto-scss-export-input-focus-border-color: rgb(147, 191.5, 241);--quarto-scss-export-input-focus-color: #343a40;--quarto-scss-export-input-placeholder-color: rgba(52, 58, 64, 0.75);--quarto-scss-export-input-plaintext-color: #343a40;--quarto-scss-export-form-check-label-color: ;--quarto-scss-export-form-check-transition: ;--quarto-scss-export-form-check-input-bg: #fff;--quarto-scss-export-form-check-input-focus-border: rgb(147, 191.5, 241);--quarto-scss-export-form-check-input-checked-color: #fff;--quarto-scss-export-form-check-input-checked-bg-color: #2780e3;--quarto-scss-export-form-check-input-checked-border-color: #2780e3;--quarto-scss-export-form-check-input-indeterminate-color: #fff;--quarto-scss-export-form-check-input-indeterminate-bg-color: #2780e3;--quarto-scss-export-form-check-input-indeterminate-border-color: #2780e3;--quarto-scss-export-form-switch-color: rgba(0, 0, 0, 0.25);--quarto-scss-export-form-switch-focus-color: rgb(147, 191.5, 241);--quarto-scss-export-form-switch-checked-color: #fff;--quarto-scss-export-input-group-addon-color: #343a40;--quarto-scss-export-input-group-addon-bg: #f8f9fa;--quarto-scss-export-input-group-addon-border-color: #dee2e6;--quarto-scss-export-form-select-font-family: ;--quarto-scss-export-form-select-color: #343a40;--quarto-scss-export-form-select-bg: #fff;--quarto-scss-export-form-select-disabled-color: ;--quarto-scss-export-form-select-disabled-bg: #e9ecef;--quarto-scss-export-form-select-disabled-border-color: ;--quarto-scss-export-form-select-indicator-color: #343a40;--quarto-scss-export-form-select-border-color: #dee2e6;--quarto-scss-export-form-select-focus-border-color: rgb(147, 191.5, 241);--quarto-scss-export-form-range-track-bg: #f8f9fa;--quarto-scss-export-form-range-thumb-bg: #2780e3;--quarto-scss-export-form-range-thumb-active-bg: rgb(190.2, 216.9, 246.6);--quarto-scss-export-form-range-thumb-disabled-bg: rgba(52, 58, 64, 0.75);--quarto-scss-export-form-file-button-color: #343a40;--quarto-scss-export-form-file-button-bg: #f8f9fa;--quarto-scss-export-form-file-button-hover-bg: #e9ecef;--quarto-scss-export-form-floating-label-disabled-color: #6c757d;--quarto-scss-export-form-feedback-font-style: ;--quarto-scss-export-form-feedback-valid-color: #3fb618;--quarto-scss-export-form-feedback-invalid-color: #ff0039;--quarto-scss-export-form-feedback-icon-valid-color: #3fb618;--quarto-scss-export-form-feedback-icon-invalid-color: #ff0039;--quarto-scss-export-form-valid-color: #3fb618;--quarto-scss-export-form-valid-border-color: #3fb618;--quarto-scss-export-form-invalid-color: #ff0039;--quarto-scss-export-form-invalid-border-color: #ff0039;--quarto-scss-export-nav-link-font-size: ;--quarto-scss-export-nav-link-font-weight: ;--quarto-scss-export-nav-link-color: #2761e3;--quarto-scss-export-nav-link-hover-color: rgb(31.2, 77.6, 181.6);--quarto-scss-export-nav-link-disabled-color: rgba(52, 58, 64, 0.75);--quarto-scss-export-nav-tabs-border-color: #dee2e6;--quarto-scss-export-nav-tabs-link-hover-border-color: #e9ecef #e9ecef #dee2e6;--quarto-scss-export-nav-tabs-link-active-color: #000;--quarto-scss-export-nav-tabs-link-active-bg: #fff;--quarto-scss-export-nav-pills-link-active-bg: #2780e3;--quarto-scss-export-nav-pills-link-active-color: #fff;--quarto-scss-export-nav-underline-link-active-color: #000;--quarto-scss-export-navbar-padding-x: ;--quarto-scss-export-navbar-light-contrast: #000;--quarto-scss-export-navbar-dark-contrast: #000;--quarto-scss-export-navbar-light-icon-color: rgba(0, 0, 0, 0.75);--quarto-scss-export-navbar-dark-icon-color: rgba(0, 0, 0, 0.75);--quarto-scss-export-dropdown-color: #343a40;--quarto-scss-export-dropdown-bg: #fff;--quarto-scss-export-dropdown-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-dropdown-divider-bg: rgba(0, 0, 0, 0.175);--quarto-scss-export-dropdown-link-color: #343a40;--quarto-scss-export-dropdown-link-hover-color: #343a40;--quarto-scss-export-dropdown-link-hover-bg: #f8f9fa;--quarto-scss-export-dropdown-link-active-bg: #2780e3;--quarto-scss-export-dropdown-link-active-color: #fff;--quarto-scss-export-dropdown-link-disabled-color: rgba(52, 58, 64, 0.5);--quarto-scss-export-dropdown-header-color: #6c757d;--quarto-scss-export-dropdown-dark-color: #dee2e6;--quarto-scss-export-dropdown-dark-bg: #343a40;--quarto-scss-export-dropdown-dark-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-dropdown-dark-divider-bg: rgba(0, 0, 0, 0.175);--quarto-scss-export-dropdown-dark-box-shadow: ;--quarto-scss-export-dropdown-dark-link-color: #dee2e6;--quarto-scss-export-dropdown-dark-link-hover-color: #fff;--quarto-scss-export-dropdown-dark-link-hover-bg: rgba(255, 255, 255, 0.15);--quarto-scss-export-dropdown-dark-link-active-color: #fff;--quarto-scss-export-dropdown-dark-link-active-bg: #2780e3;--quarto-scss-export-dropdown-dark-link-disabled-color: #adb5bd;--quarto-scss-export-dropdown-dark-header-color: #adb5bd;--quarto-scss-export-pagination-color: #2761e3;--quarto-scss-export-pagination-bg: #fff;--quarto-scss-export-pagination-border-color: #dee2e6;--quarto-scss-export-pagination-focus-color: rgb(31.2, 77.6, 181.6);--quarto-scss-export-pagination-focus-bg: #e9ecef;--quarto-scss-export-pagination-hover-color: rgb(31.2, 77.6, 181.6);--quarto-scss-export-pagination-hover-bg: #f8f9fa;--quarto-scss-export-pagination-hover-border-color: #dee2e6;--quarto-scss-export-pagination-active-color: #fff;--quarto-scss-export-pagination-active-bg: #2780e3;--quarto-scss-export-pagination-active-border-color: #2780e3;--quarto-scss-export-pagination-disabled-color: rgba(52, 58, 64, 0.75);--quarto-scss-export-pagination-disabled-bg: #e9ecef;--quarto-scss-export-pagination-disabled-border-color: #dee2e6;--quarto-scss-export-card-title-color: ;--quarto-scss-export-card-subtitle-color: ;--quarto-scss-export-card-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-card-box-shadow: ;--quarto-scss-export-card-cap-color: ;--quarto-scss-export-card-height: ;--quarto-scss-export-card-color: ;--quarto-scss-export-card-bg: #fff;--quarto-scss-export-accordion-color: #343a40;--quarto-scss-export-accordion-bg: #fff;--quarto-scss-export-accordion-border-color: #dee2e6;--quarto-scss-export-accordion-button-color: #343a40;--quarto-scss-export-accordion-button-bg: #fff;--quarto-scss-export-accordion-button-active-bg: rgb(211.8, 229.6, 249.4);--quarto-scss-export-accordion-button-active-color: rgb(15.6, 51.2, 90.8);--quarto-scss-export-accordion-button-focus-border-color: rgb(147, 191.5, 241);--quarto-scss-export-accordion-icon-color: #343a40;--quarto-scss-export-accordion-icon-active-color: rgb(15.6, 51.2, 90.8);--quarto-scss-export-tooltip-color: #fff;--quarto-scss-export-tooltip-bg: #000;--quarto-scss-export-tooltip-margin: ;--quarto-scss-export-tooltip-arrow-color: ;--quarto-scss-export-form-feedback-tooltip-line-height: ;--quarto-scss-export-popover-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-popover-header-bg: #e9ecef;--quarto-scss-export-popover-body-color: #343a40;--quarto-scss-export-popover-arrow-color: #fff;--quarto-scss-export-popover-arrow-outer-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-toast-color: ;--quarto-scss-export-toast-background-color: rgba(255, 255, 255, 0.85);--quarto-scss-export-toast-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-toast-header-color: rgba(52, 58, 64, 0.75);--quarto-scss-export-toast-header-background-color: rgba(255, 255, 255, 0.85);--quarto-scss-export-toast-header-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-badge-color: #fff;--quarto-scss-export-modal-content-color: ;--quarto-scss-export-modal-content-bg: #fff;--quarto-scss-export-modal-content-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-modal-backdrop-bg: #000;--quarto-scss-export-modal-header-border-color: #dee2e6;--quarto-scss-export-modal-footer-bg: ;--quarto-scss-export-modal-footer-border-color: #dee2e6;--quarto-scss-export-progress-bg: #e9ecef;--quarto-scss-export-progress-bar-color: #fff;--quarto-scss-export-progress-bar-bg: #2780e3;--quarto-scss-export-list-group-color: #343a40;--quarto-scss-export-list-group-bg: #fff;--quarto-scss-export-list-group-border-color: #dee2e6;--quarto-scss-export-list-group-hover-bg: #f8f9fa;--quarto-scss-export-list-group-active-bg: #2780e3;--quarto-scss-export-list-group-active-color: #fff;--quarto-scss-export-list-group-active-border-color: #2780e3;--quarto-scss-export-list-group-disabled-color: rgba(52, 58, 64, 0.75);--quarto-scss-export-list-group-disabled-bg: #fff;--quarto-scss-export-list-group-action-color: rgba(52, 58, 64, 0.75);--quarto-scss-export-list-group-action-hover-color: #000;--quarto-scss-export-list-group-action-active-color: #343a40;--quarto-scss-export-list-group-action-active-bg: #e9ecef;--quarto-scss-export-thumbnail-bg: #fff;--quarto-scss-export-thumbnail-border-color: #dee2e6;--quarto-scss-export-figure-caption-color: rgba(52, 58, 64, 0.75);--quarto-scss-export-breadcrumb-font-size: ;--quarto-scss-export-breadcrumb-bg: ;--quarto-scss-export-breadcrumb-divider-color: rgba(52, 58, 64, 0.75);--quarto-scss-export-breadcrumb-active-color: rgba(52, 58, 64, 0.75);--quarto-scss-export-breadcrumb-border-radius: ;--quarto-scss-export-carousel-control-color: #fff;--quarto-scss-export-carousel-indicator-active-bg: #fff;--quarto-scss-export-carousel-caption-color: #fff;--quarto-scss-export-carousel-dark-indicator-active-bg: #000;--quarto-scss-export-carousel-dark-caption-color: #000;--quarto-scss-export-btn-close-color: #000;--quarto-scss-export-offcanvas-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-offcanvas-bg-color: #fff;--quarto-scss-export-offcanvas-color: #343a40;--quarto-scss-export-offcanvas-backdrop-bg: #000;--quarto-scss-export-code-color-dark: white;--quarto-scss-export-kbd-color: #fff;--quarto-scss-export-kbd-bg: #343a40;--quarto-scss-export-nested-kbd-font-weight: ;--quarto-scss-export-pre-bg: #f8f9fa;--quarto-scss-export-pre-color: #000;--quarto-scss-export-bslib-page-sidebar-title-bg: #f8f9fa;--quarto-scss-export-bslib-page-sidebar-title-color: #000;--quarto-scss-export-bslib-sidebar-bg: rgba(var(--bs-emphasis-color-rgb, 0, 0, 0), 0.05);--quarto-scss-export-bslib-sidebar-toggle-bg: rgba(var(--bs-emphasis-color-rgb, 0, 0, 0), 0.1);--quarto-scss-export-sidebar-color: rgb(89.25, 89.25, 89.25);--quarto-scss-export-sidebar-hover-color: rgba(32.76, 81.48, 190.68, 0.8);--quarto-scss-export-sidebar-disabled-color: rgba(89.25, 89.25, 89.25, 0.75);--quarto-scss-export-valuebox-bg-primary: #5397e9;--quarto-scss-export-valuebox-bg-secondary: #343a40;--quarto-scss-export-valuebox-bg-success: #3aa716;--quarto-scss-export-valuebox-bg-info: rgba(153, 84, 187, 0.7019607843);--quarto-scss-export-valuebox-bg-warning: #fa6400;--quarto-scss-export-valuebox-bg-danger: rgba(255, 0, 57, 0.7019607843);--quarto-scss-export-valuebox-bg-light: #f8f9fa;--quarto-scss-export-valuebox-bg-dark: #343a40;--quarto-scss-export-mermaid-bg-color: #fff;--quarto-scss-export-mermaid-edge-color: #343a40;--quarto-scss-export-mermaid-node-fg-color: #343a40;--quarto-scss-export-mermaid-fg-color: #343a40;--quarto-scss-export-mermaid-fg-color--lighter: rgb(74.8620689655, 83.5, 92.1379310345);--quarto-scss-export-mermaid-fg-color--lightest: rgb(97.724137931, 109, 120.275862069);--quarto-scss-export-mermaid-label-bg-color: #fff;--quarto-scss-export-mermaid-label-fg-color: #2780e3;--quarto-scss-export-mermaid-node-bg-color: rgba(39, 128, 227, 0.1);--quarto-scss-export-code-block-border-left-color: #dee2e6;--quarto-scss-export-callout-color-note: #2780e3;--quarto-scss-export-callout-color-tip: #3fb618;--quarto-scss-export-callout-color-important: #ff0039;--quarto-scss-export-callout-color-caution: #f0ad4e;--quarto-scss-export-callout-color-warning: #ff7518}
\ No newline at end of file
diff --git a/docs/site_libs/bootstrap/bootstrap-99913b7803b80b0c1d2b970a25816663.min.css b/docs/site_libs/bootstrap/bootstrap-99913b7803b80b0c1d2b970a25816663.min.css
new file mode 100644
index 0000000..dd52e51
--- /dev/null
+++ b/docs/site_libs/bootstrap/bootstrap-99913b7803b80b0c1d2b970a25816663.min.css
@@ -0,0 +1,12 @@
+/*!
+ * Bootstrap  v5.3.1 (https://getbootstrap.com/)
+ * Copyright 2011-2023 The Bootstrap Authors
+ * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)
+ */:root,[data-bs-theme=light]{--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-black: #000;--bs-white: #ffffff;--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-default: #dee2e6;--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-default-rgb: 222, 226, 230;--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-primary-text-emphasis: rgb(5.2, 44, 101.2);--bs-secondary-text-emphasis: rgb(43.2, 46.8, 50);--bs-success-text-emphasis: rgb(10, 54, 33.6);--bs-info-text-emphasis: rgb(5.2, 80.8, 96);--bs-warning-text-emphasis: rgb(102, 77.2, 2.8);--bs-danger-text-emphasis: rgb(88, 21.2, 27.6);--bs-light-text-emphasis: #495057;--bs-dark-text-emphasis: #495057;--bs-primary-bg-subtle: rgb(206.6, 226, 254.6);--bs-secondary-bg-subtle: rgb(225.6, 227.4, 229);--bs-success-bg-subtle: rgb(209, 231, 220.8);--bs-info-bg-subtle: rgb(206.6, 244.4, 252);--bs-warning-bg-subtle: rgb(255, 242.6, 205.4);--bs-danger-bg-subtle: rgb(248, 214.6, 217.8);--bs-light-bg-subtle: rgb(251.5, 252, 252.5);--bs-dark-bg-subtle: #ced4da;--bs-primary-border-subtle: rgb(158.2, 197, 254.2);--bs-secondary-border-subtle: rgb(196.2, 199.8, 203);--bs-success-border-subtle: rgb(163, 207, 186.6);--bs-info-border-subtle: rgb(158.2, 233.8, 249);--bs-warning-border-subtle: rgb(255, 230.2, 155.8);--bs-danger-border-subtle: rgb(241, 174.2, 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#000;--bs-emphasis-color-rgb: 0, 0, 0;--bs-secondary-color: rgba(33, 37, 41, 0.75);--bs-secondary-color-rgb: 33, 37, 41;--bs-secondary-bg: #e9ecef;--bs-secondary-bg-rgb: 233, 236, 239;--bs-tertiary-color: rgba(33, 37, 41, 0.5);--bs-tertiary-color-rgb: 33, 37, 41;--bs-tertiary-bg: #f8f9fa;--bs-tertiary-bg-rgb: 248, 249, 250;--bs-heading-color: inherit;--bs-link-color: #0d6efd;--bs-link-color-rgb: 13, 110, 253;--bs-link-decoration: underline;--bs-link-hover-color: rgb(10.4, 88, 202.4);--bs-link-hover-color-rgb: 10, 88, 202;--bs-code-color: #7d12ba;--bs-highlight-bg: rgb(255, 242.6, 205.4);--bs-border-width: 1px;--bs-border-style: solid;--bs-border-color: #dee2e6;--bs-border-color-translucent: rgba(0, 0, 0, 0.175);--bs-border-radius: 0.25rem;--bs-border-radius-sm: 0.2em;--bs-border-radius-lg: 0.5rem;--bs-border-radius-xl: 1rem;--bs-border-radius-xxl: 2rem;--bs-border-radius-2xl: var(--bs-border-radius-xxl);--bs-border-radius-pill: 50rem;--bs-box-shadow: 0 0.5rem 1rem rgba(0, 0, 0, 0.15);--bs-box-shadow-sm: 0 0.125rem 0.25rem rgba(0, 0, 0, 0.075);--bs-box-shadow-lg: 0 1rem 3rem rgba(0, 0, 0, 0.175);--bs-box-shadow-inset: inset 0 1px 2px rgba(0, 0, 0, 0.075);--bs-focus-ring-width: 0.25rem;--bs-focus-ring-opacity: 0.25;--bs-focus-ring-color: rgba(13, 110, 253, 0.25);--bs-form-valid-color: #198754;--bs-form-valid-border-color: #198754;--bs-form-invalid-color: #dc3545;--bs-form-invalid-border-color: #dc3545}[data-bs-theme=dark]{color-scheme:dark;--bs-body-color: #dee2e6;--bs-body-color-rgb: 222, 226, 230;--bs-body-bg: #212529;--bs-body-bg-rgb: 33, 37, 41;--bs-emphasis-color: #ffffff;--bs-emphasis-color-rgb: 255, 255, 255;--bs-secondary-color: rgba(222, 226, 230, 0.75);--bs-secondary-color-rgb: 222, 226, 230;--bs-secondary-bg: #343a40;--bs-secondary-bg-rgb: 52, 58, 64;--bs-tertiary-color: rgba(222, 226, 230, 0.5);--bs-tertiary-color-rgb: 222, 226, 230;--bs-tertiary-bg: rgb(42.5, 47.5, 52.5);--bs-tertiary-bg-rgb: 43, 48, 53;--bs-primary-text-emphasis: rgb(109.8, 168, 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1rem;--bs-nav-link-padding-y: 0.5rem;--bs-nav-link-font-weight: ;--bs-nav-link-color: #0d6efd;--bs-nav-link-hover-color: rgb(10.4, 88, 202.4);--bs-nav-link-disabled-color: rgba(33, 37, 41, 0.75);display:flex;display:-webkit-flex;flex-wrap:wrap;-webkit-flex-wrap:wrap;padding-left:0;margin-bottom:0;list-style:none}.nav-link{display:block;padding:var(--bs-nav-link-padding-y) var(--bs-nav-link-padding-x);font-size:var(--bs-nav-link-font-size);font-weight:var(--bs-nav-link-font-weight);color:var(--bs-nav-link-color);text-decoration:none;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-text-decoration:none;background:none;border:0;transition:color .15s ease-in-out,background-color .15s ease-in-out,border-color .15s ease-in-out}@media(prefers-reduced-motion: reduce){.nav-link{transition:none}}.nav-link:hover,.nav-link:focus{color:var(--bs-nav-link-hover-color)}.nav-link:focus-visible{outline:0;box-shadow:0 0 0 .25rem rgba(13,110,253,.25)}.nav-link.disabled,.nav-link:disabled{color:var(--bs-nav-link-disabled-color);pointer-events:none;cursor:default}.nav-tabs{--bs-nav-tabs-border-width: 1px;--bs-nav-tabs-border-color: #dee2e6;--bs-nav-tabs-border-radius: 0.25rem;--bs-nav-tabs-link-hover-border-color: #e9ecef #e9ecef #dee2e6;--bs-nav-tabs-link-active-color: #000;--bs-nav-tabs-link-active-bg: #ffffff;--bs-nav-tabs-link-active-border-color: #dee2e6 #dee2e6 #ffffff;border-bottom:var(--bs-nav-tabs-border-width) solid var(--bs-nav-tabs-border-color)}.nav-tabs .nav-link{margin-bottom:calc(-1*var(--bs-nav-tabs-border-width));border:var(--bs-nav-tabs-border-width) solid rgba(0,0,0,0);border-top-left-radius:var(--bs-nav-tabs-border-radius);border-top-right-radius:var(--bs-nav-tabs-border-radius)}.nav-tabs .nav-link:hover,.nav-tabs .nav-link:focus{isolation:isolate;border-color:var(--bs-nav-tabs-link-hover-border-color)}.nav-tabs .nav-link.active,.nav-tabs .nav-item.show 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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='rgb%28109.8, 168, 253.8%29'%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='rgb%28109.8, 168, 253.8%29'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 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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: #0d6efd;--bs-pagination-bg: #ffffff;--bs-pagination-border-width: 1px;--bs-pagination-border-color: #dee2e6;--bs-pagination-border-radius: 0.25rem;--bs-pagination-hover-color: rgb(10.4, 88, 202.4);--bs-pagination-hover-bg: #f8f9fa;--bs-pagination-hover-border-color: #dee2e6;--bs-pagination-focus-color: rgb(10.4, 88, 202.4);--bs-pagination-focus-bg: #e9ecef;--bs-pagination-focus-box-shadow: 0 0 0 0.25rem rgba(13, 110, 253, 0.25);--bs-pagination-active-color: #ffffff;--bs-pagination-active-bg: #0d6efd;--bs-pagination-active-border-color: #0d6efd;--bs-pagination-disabled-color: rgba(33, 37, 41, 0.75);--bs-pagination-disabled-bg: #e9ecef;--bs-pagination-disabled-border-color: #dee2e6;display:flex;display:-webkit-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;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-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(1px*-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: 0.5rem}.pagination-sm{--bs-pagination-padding-x: 0.5rem;--bs-pagination-padding-y: 0.25rem;--bs-pagination-font-size:0.875rem;--bs-pagination-border-radius: 0.2em}.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: #ffffff;--bs-badge-border-radius: 0.25rem;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: 1px solid var(--bs-alert-border-color);--bs-alert-border-radius: 0.25rem;--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-default{--bs-alert-color: var(--bs-default-text-emphasis);--bs-alert-bg: var(--bs-default-bg-subtle);--bs-alert-border-color: var(--bs-default-border-subtle);--bs-alert-link-color: var(--bs-default-text-emphasis)}.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: #e9ecef;--bs-progress-border-radius: 0.25rem;--bs-progress-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.075);--bs-progress-bar-color: #ffffff;--bs-progress-bar-bg: #0d6efd;--bs-progress-bar-transition: width 0.6s ease;display:flex;display:-webkit-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;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;justify-content:center;-webkit-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: #212529;--bs-list-group-bg: #ffffff;--bs-list-group-border-color: #dee2e6;--bs-list-group-border-width: 1px;--bs-list-group-border-radius: 0.25rem;--bs-list-group-item-padding-x: 1rem;--bs-list-group-item-padding-y: 0.5rem;--bs-list-group-action-color: rgba(33, 37, 41, 0.75);--bs-list-group-action-hover-color: #000;--bs-list-group-action-hover-bg: #f8f9fa;--bs-list-group-action-active-color: #212529;--bs-list-group-action-active-bg: #e9ecef;--bs-list-group-disabled-color: rgba(33, 37, 41, 0.75);--bs-list-group-disabled-bg: #ffffff;--bs-list-group-active-color: #ffffff;--bs-list-group-active-bg: #0d6efd;--bs-list-group-active-border-color: 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". ";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;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-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;-webkit-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;-webkit-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;-webkit-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;-webkit-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;-webkit-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;-webkit-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-default{--bs-list-group-color: var(--bs-default-text-emphasis);--bs-list-group-bg: var(--bs-default-bg-subtle);--bs-list-group-border-color: var(--bs-default-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-default-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-default-border-subtle);--bs-list-group-active-color: var(--bs-default-bg-subtle);--bs-list-group-active-bg: var(--bs-default-text-emphasis);--bs-list-group-active-border-color: var(--bs-default-text-emphasis)}.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:.25rem;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;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;-o-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(255, 255, 255, 0.85);--bs-toast-border-width: 1px;--bs-toast-border-color: rgba(0, 0, 0, 0.175);--bs-toast-border-radius: 0.25rem;--bs-toast-box-shadow: 0 0.5rem 1rem rgba(0, 0, 0, 0.15);--bs-toast-header-color: rgba(33, 37, 41, 0.75);--bs-toast-header-bg: rgba(255, 255, 255, 0.85);--bs-toast-header-border-color: rgba(0, 0, 0, 0.175);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;width:-webkit-max-content;width:-moz-max-content;width:-ms-max-content;width:-o-max-content;max-width:100%;pointer-events:none}.toast-container>:not(:last-child){margin-bottom:var(--bs-toast-spacing)}.toast-header{display:flex;display:-webkit-flex;align-items:center;-webkit-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: #ffffff;--bs-modal-border-color: rgba(0, 0, 0, 0.175);--bs-modal-border-width: 1px;--bs-modal-border-radius: 0.5rem;--bs-modal-box-shadow: 0 0.125rem 0.25rem rgba(0, 0, 0, 0.075);--bs-modal-inner-border-radius: calc(0.5rem - 1px);--bs-modal-header-padding-x: 1rem;--bs-modal-header-padding-y: 1rem;--bs-modal-header-padding: 1rem 1rem;--bs-modal-header-border-color: #dee2e6;--bs-modal-header-border-width: 1px;--bs-modal-title-line-height: 1.5;--bs-modal-footer-gap: 0.5rem;--bs-modal-footer-bg: ;--bs-modal-footer-border-color: #dee2e6;--bs-modal-footer-border-width: 1px;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;display:-webkit-flex;align-items:center;-webkit-align-items:center;min-height:calc(100% - var(--bs-modal-margin)*2)}.modal-content{position:relative;display:flex;display:-webkit-flex;flex-direction:column;-webkit-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;display:-webkit-flex;flex-shrink:0;-webkit-flex-shrink:0;align-items:center;-webkit-align-items:center;justify-content:space-between;-webkit-justify-content:space-between;padding:var(--bs-modal-header-padding);border-bottom:var(--bs-modal-header-border-width) solid 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.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 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0.4rem;z-index:var(--bs-tooltip-zindex);display:block;margin:var(--bs-tooltip-margin);font-family:system-ui,-apple-system,"Segoe UI",Roboto,"Helvetica Neue","Noto Sans","Liberation Sans",Arial,sans-serif,"Apple Color Emoji","Segoe UI Emoji","Segoe UI Symbol","Noto Color Emoji";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 .tooltip-arrow,.bs-tooltip-auto[data-popper-placement^=top] 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.accordion-header{font-size:1.65rem}}.accordion .accordion-icon:not(:empty){margin-right:.75rem;display:flex}.accordion .accordion-button:not(.collapsed){box-shadow:none}.accordion 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106.2);--quarto-scss-export-yellow-400: rgb(255, 205.4, 56.6);--quarto-scss-export-yellow-500: #ffc107;--quarto-scss-export-yellow-600: rgb(204, 154.4, 5.6);--quarto-scss-export-yellow-700: rgb(153, 115.8, 4.2);--quarto-scss-export-yellow-800: rgb(102, 77.2, 2.8);--quarto-scss-export-yellow-900: rgb(51, 38.6, 1.4);--quarto-scss-export-green-100: rgb(209, 231, 220.8);--quarto-scss-export-green-200: rgb(163, 207, 186.6);--quarto-scss-export-green-300: rgb(117, 183, 152.4);--quarto-scss-export-green-400: rgb(71, 159, 118.2);--quarto-scss-export-green-500: #198754;--quarto-scss-export-green-600: rgb(20, 108, 67.2);--quarto-scss-export-green-700: rgb(15, 81, 50.4);--quarto-scss-export-green-800: rgb(10, 54, 33.6);--quarto-scss-export-green-900: rgb(5, 27, 16.8);--quarto-scss-export-teal-100: rgb(210.4, 244.2, 234.2);--quarto-scss-export-teal-200: rgb(165.8, 233.4, 213.4);--quarto-scss-export-teal-300: rgb(121.2, 222.6, 192.6);--quarto-scss-export-teal-400: rgb(76.6, 211.8, 171.8);--quarto-scss-export-teal-500: #20c997;--quarto-scss-export-teal-600: rgb(25.6, 160.8, 120.8);--quarto-scss-export-teal-700: rgb(19.2, 120.6, 90.6);--quarto-scss-export-teal-800: rgb(12.8, 80.4, 60.4);--quarto-scss-export-teal-900: rgb(6.4, 40.2, 30.2);--quarto-scss-export-cyan-100: rgb(206.6, 244.4, 252);--quarto-scss-export-cyan-200: rgb(158.2, 233.8, 249);--quarto-scss-export-cyan-300: rgb(109.8, 223.2, 246);--quarto-scss-export-cyan-400: rgb(61.4, 212.6, 243);--quarto-scss-export-cyan-500: #0dcaf0;--quarto-scss-export-cyan-600: rgb(10.4, 161.6, 192);--quarto-scss-export-cyan-700: rgb(7.8, 121.2, 144);--quarto-scss-export-cyan-800: rgb(5.2, 80.8, 96);--quarto-scss-export-cyan-900: rgb(2.6, 40.4, 48);--quarto-scss-export-default: #dee2e6;--quarto-scss-export-secondary: #6c757d;--quarto-scss-export-success: #198754;--quarto-scss-export-info: #0dcaf0;--quarto-scss-export-warning: #ffc107;--quarto-scss-export-danger: #dc3545;--quarto-scss-export-light: #f8f9fa;--quarto-scss-export-dark: #212529;--quarto-scss-export-primary-text-emphasis: rgb(5.2, 44, 101.2);--quarto-scss-export-secondary-text-emphasis: rgb(43.2, 46.8, 50);--quarto-scss-export-success-text-emphasis: rgb(10, 54, 33.6);--quarto-scss-export-info-text-emphasis: rgb(5.2, 80.8, 96);--quarto-scss-export-warning-text-emphasis: rgb(102, 77.2, 2.8);--quarto-scss-export-danger-text-emphasis: rgb(88, 21.2, 27.6);--quarto-scss-export-light-text-emphasis: #495057;--quarto-scss-export-dark-text-emphasis: #495057;--quarto-scss-export-primary-bg-subtle: rgb(206.6, 226, 254.6);--quarto-scss-export-secondary-bg-subtle: rgb(225.6, 227.4, 229);--quarto-scss-export-success-bg-subtle: rgb(209, 231, 220.8);--quarto-scss-export-info-bg-subtle: rgb(206.6, 244.4, 252);--quarto-scss-export-warning-bg-subtle: rgb(255, 242.6, 205.4);--quarto-scss-export-danger-bg-subtle: rgb(248, 214.6, 217.8);--quarto-scss-export-light-bg-subtle: rgb(251.5, 252, 252.5);--quarto-scss-export-dark-bg-subtle: #ced4da;--quarto-scss-export-primary-border-subtle: rgb(158.2, 197, 254.2);--quarto-scss-export-secondary-border-subtle: rgb(196.2, 199.8, 203);--quarto-scss-export-success-border-subtle: rgb(163, 207, 186.6);--quarto-scss-export-info-border-subtle: rgb(158.2, 233.8, 249);--quarto-scss-export-warning-border-subtle: rgb(255, 230.2, 155.8);--quarto-scss-export-danger-border-subtle: rgb(241, 174.2, 180.6);--quarto-scss-export-light-border-subtle: #e9ecef;--quarto-scss-export-dark-border-subtle: #adb5bd;--quarto-scss-export-body-text-align: ;--quarto-scss-export-body-color: #212529;--quarto-scss-export-body-bg: #ffffff;--quarto-scss-export-body-secondary-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-body-secondary-bg: #e9ecef;--quarto-scss-export-body-tertiary-color: rgba(33, 37, 41, 0.5);--quarto-scss-export-body-tertiary-bg: #f8f9fa;--quarto-scss-export-body-emphasis-color: #000;--quarto-scss-export-link-hover-color: rgb(10.4, 88, 202.4);--quarto-scss-export-link-hover-decoration: ;--quarto-scss-export-border-color-translucent: rgba(0, 0, 0, 0.175);--quarto-scss-export-component-active-bg: #0d6efd;--quarto-scss-export-component-active-color: #ffffff;--quarto-scss-export-focus-ring-color: rgba(13, 110, 253, 0.25);--quarto-scss-export-headings-font-family: ;--quarto-scss-export-headings-font-style: ;--quarto-scss-export-display-font-family: ;--quarto-scss-export-display-font-style: ;--quarto-scss-export-blockquote-footer-color: #6c757d;--quarto-scss-export-blockquote-border-color: #e9ecef;--quarto-scss-export-hr-bg-color: ;--quarto-scss-export-hr-height: ;--quarto-scss-export-hr-border-color: ;--quarto-scss-export-legend-font-weight: ;--quarto-scss-export-mark-bg: rgb(255, 242.6, 205.4);--quarto-scss-export-table-color: #212529;--quarto-scss-export-table-bg: #ffffff;--quarto-scss-export-table-accent-bg: transparent;--quarto-scss-export-table-th-font-weight: ;--quarto-scss-export-table-striped-color: #212529;--quarto-scss-export-table-striped-bg: rgba(0, 0, 0, 0.05);--quarto-scss-export-table-active-color: #212529;--quarto-scss-export-table-active-bg: rgba(0, 0, 0, 0.1);--quarto-scss-export-table-hover-color: #212529;--quarto-scss-export-table-hover-bg: rgba(0, 0, 0, 0.075);--quarto-scss-export-table-caption-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-input-btn-font-family: ;--quarto-scss-export-input-btn-focus-color: rgba(13, 110, 253, 0.25);--quarto-scss-export-btn-color: #212529;--quarto-scss-export-btn-font-family: ;--quarto-scss-export-btn-white-space: ;--quarto-scss-export-btn-link-color: #0d6efd;--quarto-scss-export-btn-link-hover-color: rgb(10.4, 88, 202.4);--quarto-scss-export-btn-link-disabled-color: #6c757d;--quarto-scss-export-form-text-font-style: ;--quarto-scss-export-form-text-font-weight: ;--quarto-scss-export-form-text-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-form-label-font-size: ;--quarto-scss-export-form-label-font-style: ;--quarto-scss-export-form-label-font-weight: ;--quarto-scss-export-form-label-color: ;--quarto-scss-export-input-font-family: ;--quarto-scss-export-input-disabled-color: ;--quarto-scss-export-input-disabled-bg: #e9ecef;--quarto-scss-export-input-disabled-border-color: ;--quarto-scss-export-input-color: #212529;--quarto-scss-export-input-focus-bg: #ffffff;--quarto-scss-export-input-focus-border-color: rgb(134, 182.5, 254);--quarto-scss-export-input-focus-color: #212529;--quarto-scss-export-input-placeholder-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-input-plaintext-color: #212529;--quarto-scss-export-form-check-label-color: ;--quarto-scss-export-form-check-transition: ;--quarto-scss-export-form-check-input-bg: #ffffff;--quarto-scss-export-form-check-input-focus-border: rgb(134, 182.5, 254);--quarto-scss-export-form-check-input-checked-color: #ffffff;--quarto-scss-export-form-check-input-checked-bg-color: #0d6efd;--quarto-scss-export-form-check-input-checked-border-color: #0d6efd;--quarto-scss-export-form-check-input-indeterminate-color: #ffffff;--quarto-scss-export-form-check-input-indeterminate-bg-color: #0d6efd;--quarto-scss-export-form-check-input-indeterminate-border-color: #0d6efd;--quarto-scss-export-form-switch-color: rgba(0, 0, 0, 0.25);--quarto-scss-export-form-switch-focus-color: rgb(134, 182.5, 254);--quarto-scss-export-form-switch-checked-color: #ffffff;--quarto-scss-export-input-group-addon-color: #212529;--quarto-scss-export-input-group-addon-bg: #f8f9fa;--quarto-scss-export-input-group-addon-border-color: #dee2e6;--quarto-scss-export-form-select-font-family: ;--quarto-scss-export-form-select-color: #212529;--quarto-scss-export-form-select-bg: #ffffff;--quarto-scss-export-form-select-disabled-color: ;--quarto-scss-export-form-select-disabled-bg: #e9ecef;--quarto-scss-export-form-select-disabled-border-color: ;--quarto-scss-export-form-select-indicator-color: #343a40;--quarto-scss-export-form-select-border-color: #dee2e6;--quarto-scss-export-form-select-focus-border-color: rgb(134, 182.5, 254);--quarto-scss-export-form-range-track-bg: #f8f9fa;--quarto-scss-export-form-range-thumb-bg: #0d6efd;--quarto-scss-export-form-range-thumb-active-bg: rgb(182.4, 211.5, 254.4);--quarto-scss-export-form-range-thumb-disabled-bg: rgba(33, 37, 41, 0.75);--quarto-scss-export-form-file-button-color: #212529;--quarto-scss-export-form-file-button-bg: #f8f9fa;--quarto-scss-export-form-file-button-hover-bg: #e9ecef;--quarto-scss-export-form-floating-label-disabled-color: #6c757d;--quarto-scss-export-form-feedback-font-style: ;--quarto-scss-export-form-feedback-valid-color: #198754;--quarto-scss-export-form-feedback-invalid-color: #dc3545;--quarto-scss-export-form-feedback-icon-valid-color: #198754;--quarto-scss-export-form-feedback-icon-invalid-color: #dc3545;--quarto-scss-export-form-valid-color: #198754;--quarto-scss-export-form-valid-border-color: #198754;--quarto-scss-export-form-invalid-color: #dc3545;--quarto-scss-export-form-invalid-border-color: #dc3545;--quarto-scss-export-nav-link-font-size: ;--quarto-scss-export-nav-link-font-weight: ;--quarto-scss-export-nav-link-color: #0d6efd;--quarto-scss-export-nav-link-hover-color: rgb(10.4, 88, 202.4);--quarto-scss-export-nav-link-disabled-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-nav-tabs-border-color: #dee2e6;--quarto-scss-export-nav-tabs-link-hover-border-color: #e9ecef #e9ecef #dee2e6;--quarto-scss-export-nav-tabs-link-active-color: #000;--quarto-scss-export-nav-tabs-link-active-bg: #ffffff;--quarto-scss-export-nav-pills-link-active-bg: #0d6efd;--quarto-scss-export-nav-pills-link-active-color: #ffffff;--quarto-scss-export-nav-underline-link-active-color: #000;--quarto-scss-export-navbar-padding-x: ;--quarto-scss-export-navbar-light-contrast: #ffffff;--quarto-scss-export-navbar-dark-contrast: #ffffff;--quarto-scss-export-navbar-light-icon-color: rgba(255, 255, 255, 0.75);--quarto-scss-export-navbar-dark-icon-color: rgba(255, 255, 255, 0.75);--quarto-scss-export-dropdown-color: #212529;--quarto-scss-export-dropdown-bg: #ffffff;--quarto-scss-export-dropdown-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-dropdown-divider-bg: rgba(0, 0, 0, 0.175);--quarto-scss-export-dropdown-link-color: #212529;--quarto-scss-export-dropdown-link-hover-color: #212529;--quarto-scss-export-dropdown-link-hover-bg: #f8f9fa;--quarto-scss-export-dropdown-link-active-bg: #0d6efd;--quarto-scss-export-dropdown-link-active-color: #ffffff;--quarto-scss-export-dropdown-link-disabled-color: rgba(33, 37, 41, 0.5);--quarto-scss-export-dropdown-header-color: #6c757d;--quarto-scss-export-dropdown-dark-color: #dee2e6;--quarto-scss-export-dropdown-dark-bg: #343a40;--quarto-scss-export-dropdown-dark-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-dropdown-dark-divider-bg: rgba(0, 0, 0, 0.175);--quarto-scss-export-dropdown-dark-box-shadow: ;--quarto-scss-export-dropdown-dark-link-color: #dee2e6;--quarto-scss-export-dropdown-dark-link-hover-color: #ffffff;--quarto-scss-export-dropdown-dark-link-hover-bg: rgba(255, 255, 255, 0.15);--quarto-scss-export-dropdown-dark-link-active-color: #ffffff;--quarto-scss-export-dropdown-dark-link-active-bg: #0d6efd;--quarto-scss-export-dropdown-dark-link-disabled-color: #adb5bd;--quarto-scss-export-dropdown-dark-header-color: #adb5bd;--quarto-scss-export-pagination-color: #0d6efd;--quarto-scss-export-pagination-bg: #ffffff;--quarto-scss-export-pagination-border-color: #dee2e6;--quarto-scss-export-pagination-focus-color: rgb(10.4, 88, 202.4);--quarto-scss-export-pagination-focus-bg: #e9ecef;--quarto-scss-export-pagination-hover-color: rgb(10.4, 88, 202.4);--quarto-scss-export-pagination-hover-bg: #f8f9fa;--quarto-scss-export-pagination-hover-border-color: #dee2e6;--quarto-scss-export-pagination-active-color: #ffffff;--quarto-scss-export-pagination-active-bg: #0d6efd;--quarto-scss-export-pagination-active-border-color: #0d6efd;--quarto-scss-export-pagination-disabled-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-pagination-disabled-bg: #e9ecef;--quarto-scss-export-pagination-disabled-border-color: #dee2e6;--quarto-scss-export-card-title-color: ;--quarto-scss-export-card-subtitle-color: ;--quarto-scss-export-card-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-card-box-shadow: ;--quarto-scss-export-card-cap-color: ;--quarto-scss-export-card-height: ;--quarto-scss-export-card-color: ;--quarto-scss-export-card-bg: #ffffff;--quarto-scss-export-accordion-color: #212529;--quarto-scss-export-accordion-bg: #ffffff;--quarto-scss-export-accordion-border-color: #dee2e6;--quarto-scss-export-accordion-button-color: #212529;--quarto-scss-export-accordion-button-bg: #ffffff;--quarto-scss-export-accordion-button-active-bg: rgb(206.6, 226, 254.6);--quarto-scss-export-accordion-button-active-color: rgb(5.2, 44, 101.2);--quarto-scss-export-accordion-button-focus-border-color: rgb(134, 182.5, 254);--quarto-scss-export-accordion-icon-color: #212529;--quarto-scss-export-accordion-icon-active-color: rgb(5.2, 44, 101.2);--quarto-scss-export-tooltip-color: #ffffff;--quarto-scss-export-tooltip-bg: #000;--quarto-scss-export-tooltip-margin: ;--quarto-scss-export-tooltip-arrow-color: ;--quarto-scss-export-form-feedback-tooltip-line-height: ;--quarto-scss-export-popover-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-popover-header-bg: #e9ecef;--quarto-scss-export-popover-body-color: #212529;--quarto-scss-export-popover-arrow-color: #ffffff;--quarto-scss-export-popover-arrow-outer-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-toast-color: ;--quarto-scss-export-toast-background-color: rgba(255, 255, 255, 0.85);--quarto-scss-export-toast-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-toast-header-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-toast-header-background-color: rgba(255, 255, 255, 0.85);--quarto-scss-export-toast-header-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-badge-color: #ffffff;--quarto-scss-export-modal-content-color: ;--quarto-scss-export-modal-content-bg: #ffffff;--quarto-scss-export-modal-content-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-modal-backdrop-bg: #000;--quarto-scss-export-modal-header-border-color: #dee2e6;--quarto-scss-export-modal-footer-bg: ;--quarto-scss-export-modal-footer-border-color: #dee2e6;--quarto-scss-export-progress-bg: #e9ecef;--quarto-scss-export-progress-bar-color: #ffffff;--quarto-scss-export-progress-bar-bg: #0d6efd;--quarto-scss-export-list-group-color: #212529;--quarto-scss-export-list-group-bg: #ffffff;--quarto-scss-export-list-group-border-color: #dee2e6;--quarto-scss-export-list-group-hover-bg: #f8f9fa;--quarto-scss-export-list-group-active-bg: #0d6efd;--quarto-scss-export-list-group-active-color: #ffffff;--quarto-scss-export-list-group-active-border-color: #0d6efd;--quarto-scss-export-list-group-disabled-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-list-group-disabled-bg: #ffffff;--quarto-scss-export-list-group-action-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-list-group-action-hover-color: #000;--quarto-scss-export-list-group-action-active-color: #212529;--quarto-scss-export-list-group-action-active-bg: #e9ecef;--quarto-scss-export-thumbnail-bg: #ffffff;--quarto-scss-export-thumbnail-border-color: #dee2e6;--quarto-scss-export-figure-caption-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-breadcrumb-font-size: ;--quarto-scss-export-breadcrumb-bg: ;--quarto-scss-export-breadcrumb-divider-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-breadcrumb-active-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-breadcrumb-border-radius: ;--quarto-scss-export-carousel-control-color: #ffffff;--quarto-scss-export-carousel-indicator-active-bg: #ffffff;--quarto-scss-export-carousel-caption-color: #ffffff;--quarto-scss-export-carousel-dark-indicator-active-bg: #000;--quarto-scss-export-carousel-dark-caption-color: #000;--quarto-scss-export-btn-close-color: #000;--quarto-scss-export-offcanvas-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-offcanvas-bg-color: #ffffff;--quarto-scss-export-offcanvas-color: #212529;--quarto-scss-export-offcanvas-backdrop-bg: #000;--quarto-scss-export-code-color-dark: white;--quarto-scss-export-kbd-color: #ffffff;--quarto-scss-export-kbd-bg: #212529;--quarto-scss-export-nested-kbd-font-weight: ;--quarto-scss-export-pre-bg: #f8f9fa;--quarto-scss-export-pre-color: #000;--quarto-scss-export-bslib-page-sidebar-title-bg: #517699;--quarto-scss-export-bslib-page-sidebar-title-color: #ffffff;--quarto-scss-export-bslib-sidebar-bg: rgba(var(--bs-emphasis-color-rgb, 0, 0, 0), 0.05);--quarto-scss-export-bslib-sidebar-toggle-bg: rgba(var(--bs-emphasis-color-rgb, 0, 0, 0), 0.1);--quarto-scss-export-sidebar-color: rgb(89.25, 89.25, 89.25);--quarto-scss-export-sidebar-hover-color: rgba(9.75, 82.5, 189.75, 0.8);--quarto-scss-export-sidebar-disabled-color: rgba(89.25, 89.25, 89.25, 0.75);--quarto-scss-export-valuebox-bg-primary: #0d6efd;--quarto-scss-export-valuebox-bg-secondary: #6c757d;--quarto-scss-export-valuebox-bg-success: #198754;--quarto-scss-export-valuebox-bg-info: #0dcaf0;--quarto-scss-export-valuebox-bg-warning: #ffc107;--quarto-scss-export-valuebox-bg-danger: #dc3545;--quarto-scss-export-valuebox-bg-light: #f8f9fa;--quarto-scss-export-valuebox-bg-dark: #212529;--quarto-scss-export-mermaid-bg-color: #ffffff;--quarto-scss-export-mermaid-edge-color: #6c757d;--quarto-scss-export-mermaid-node-fg-color: #212529;--quarto-scss-export-mermaid-fg-color: #212529;--quarto-scss-export-mermaid-fg-color--lighter: rgb(55.7432432432, 62.5, 69.2567567568);--quarto-scss-export-mermaid-fg-color--lightest: rgb(78.4864864865, 88, 97.5135135135);--quarto-scss-export-mermaid-label-bg-color: #ffffff;--quarto-scss-export-mermaid-label-fg-color: #0d6efd;--quarto-scss-export-mermaid-node-bg-color: rgba(13, 110, 253, 0.1);--quarto-scss-export-code-block-border-left-color: #dee2e6;--quarto-scss-export-callout-color-note: #0d6efd;--quarto-scss-export-callout-color-tip: #198754;--quarto-scss-export-callout-color-important: #dc3545;--quarto-scss-export-callout-color-caution: #fd7e14;--quarto-scss-export-callout-color-warning: #ffc107}
\ No newline at end of file
diff --git a/docs/site_libs/quarto-html/quarto-syntax-highlighting-ea1d7ac60288e0f1efdbc993fd8432ae.css b/docs/site_libs/quarto-html/quarto-syntax-highlighting-587c61ba64f3a5504c4d52d930310e48.css
similarity index 98%
rename from docs/site_libs/quarto-html/quarto-syntax-highlighting-ea1d7ac60288e0f1efdbc993fd8432ae.css
rename to docs/site_libs/quarto-html/quarto-syntax-highlighting-587c61ba64f3a5504c4d52d930310e48.css
index 5ac118e..070962e 100644
--- a/docs/site_libs/quarto-html/quarto-syntax-highlighting-ea1d7ac60288e0f1efdbc993fd8432ae.css
+++ b/docs/site_libs/quarto-html/quarto-syntax-highlighting-587c61ba64f3a5504c4d52d930310e48.css
@@ -233,4 +233,4 @@ code span.wa {
   content: "</";
 }
 
-/*# sourceMappingURL=b62790d59e0148a6242f4ae5ea631d89.css.map */
+/*# sourceMappingURL=2dce1cc6c82594539e1579de68416b47.css.map */
diff --git a/docs/sitemap.xml b/docs/sitemap.xml
new file mode 100644
index 0000000..f6a7e52
--- /dev/null
+++ b/docs/sitemap.xml
@@ -0,0 +1,47 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
+  <url>
+    <loc>https://ds100.org/debugging-guide/index.html</loc>
+    <lastmod>2025-11-26T08:06:31.391Z</lastmod>
+  </url>
+  <url>
+    <loc>https://ds100.org/debugging-guide/jupyter101/jupyter101.html</loc>
+    <lastmod>2025-11-26T08:06:31.393Z</lastmod>
+  </url>
+  <url>
+    <loc>https://ds100.org/debugging-guide/jupyter_datahub/jupyter_datahub.html</loc>
+    <lastmod>2025-11-26T08:06:31.396Z</lastmod>
+  </url>
+  <url>
+    <loc>https://ds100.org/debugging-guide/autograder_gradescope/autograder_gradescope.html</loc>
+    <lastmod>2025-11-26T08:06:31.362Z</lastmod>
+  </url>
+  <url>
+    <loc>https://ds100.org/debugging-guide/pandas/pandas.html</loc>
+    <lastmod>2025-11-26T08:06:31.400Z</lastmod>
+  </url>
+  <url>
+    <loc>https://ds100.org/debugging-guide/regex/regex.html</loc>
+    <lastmod>2025-11-26T08:06:31.407Z</lastmod>
+  </url>
+  <url>
+    <loc>https://ds100.org/debugging-guide/visualizations/visualizations.html</loc>
+    <lastmod>2025-11-26T08:06:31.409Z</lastmod>
+  </url>
+  <url>
+    <loc>https://ds100.org/debugging-guide/projA1/projA1.html</loc>
+    <lastmod>2025-11-26T08:06:31.402Z</lastmod>
+  </url>
+  <url>
+    <loc>https://ds100.org/debugging-guide/projA2/projA2.html</loc>
+    <lastmod>2025-11-26T08:06:31.402Z</lastmod>
+  </url>
+  <url>
+    <loc>https://ds100.org/debugging-guide/sql/sql.html</loc>
+    <lastmod>2025-11-26T08:06:31.408Z</lastmod>
+  </url>
+  <url>
+    <loc>https://ds100.org/debugging-guide/Data-100-Debugging-Guide.pdf</loc>
+    <lastmod>2025-12-16T01:26:07.948Z</lastmod>
+  </url>
+</urlset>
diff --git a/docs/sql/sql.html b/docs/sql/sql.html
index 9dbc291..a747f3d 100644
--- a/docs/sql/sql.html
+++ b/docs/sql/sql.html
@@ -2,7 +2,7 @@
 <html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en"><head>
 
 <meta charset="utf-8">
-<meta name="generator" content="quarto-1.8.21">
+<meta name="generator" content="quarto-1.8.26">
 
 <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
 
@@ -39,7 +39,7 @@
 <script src="../site_libs/quarto-html/tippy.umd.min.js"></script>
 <script src="../site_libs/quarto-html/anchor.min.js"></script>
 <link href="../site_libs/quarto-html/tippy.css" rel="stylesheet">
-<link href="../site_libs/quarto-html/quarto-syntax-highlighting-ea1d7ac60288e0f1efdbc993fd8432ae.css" rel="stylesheet" id="quarto-text-highlighting-styles">
+<link href="../site_libs/quarto-html/quarto-syntax-highlighting-587c61ba64f3a5504c4d52d930310e48.css" rel="stylesheet" id="quarto-text-highlighting-styles">
 <script src="../site_libs/bootstrap/bootstrap.min.js"></script>
 <link href="../site_libs/bootstrap/bootstrap-icons.css" rel="stylesheet">
 <link href="../site_libs/bootstrap/bootstrap-48faffd076f6e246ab7435acea77d2f2.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
@@ -367,6 +367,55 @@ <h3 class="anchored" data-anchor-id="my-query-runs-but-im-not-passing-the-tests"
 </section>
 
 </main> <!-- /main -->
+<script>
+    document.addEventListener("DOMContentLoaded", function() {
+    // 1. Select the specific parent div within the callout header that has the 
+    //    collapse attributes (data-bs-toggle).
+    var calloutToggles = document.querySelectorAll(
+        '.callout-header[data-bs-toggle="collapse"]'
+    );
+
+    calloutToggles.forEach(function(toggle) {
+        // 2. Force the ARIA role to be 'button'
+        // This is crucial because a 'div' is not allowed to use aria-expanded.
+        toggle.setAttribute('role', 'button');
+        
+        // 3. Ensure it is keyboard-focusable (critical accessibility fix)
+        if (toggle.getAttribute('tabindex') === null) {
+             toggle.setAttribute('tabindex', '0');
+        }
+    });
+
+    // 1. Target all code blocks (Source Code and Code Output <pre> elements)
+    // that are scrollable (have overflow:auto/scroll).
+var scrollableRegions = document.querySelectorAll(
+        // 1. Source Code <pre>
+        'div.sourceCode > pre, ' + 
+        
+        // 2. Output <pre> inside a generic cell-output
+        '.cell-output > pre, ' + 
+        
+        // 3. The main DIV container for cell-output-display (from previous fix)
+        '.cell-output-display.cell-output, ' +
+                
+        // 4. PRE tag inside any ANSI-escaped output (e.g., .ansi-escaped-output > pre)
+        '.ansi-escaped-output > pre, ' +
+        
+        // 5. The deepest container for error output (e.g., #ID > .cell-output-error... > .ansi-escaped-output > pre)
+        '.cell-output-error.cell-output > .ansi-escaped-output > pre, ' +
+
+        'pre[id]' // Target any PRE tag that has an ID attribute
+    );
+
+    scrollableRegions.forEach(function(region) {
+        // Check if the element actually has horizontal overflow (is scrollable)
+        // Add tabindex="0" to make the region keyboard-focusable.
+        if (region.getAttribute('tabindex') === null || region.getAttribute('tabindex') === undefined) {
+             region.setAttribute('tabindex', '0');
+        }
+    });
+});
+</script>
 <script id="quarto-html-after-body" type="application/javascript">
   window.document.addEventListener("DOMContentLoaded", function (event) {
     const icon = "";
@@ -418,13 +467,14 @@ <h3 class="anchored" data-anchor-id="my-query-runs-but-im-not-passing-the-tests"
       e.clearSelection();
     }
     const getTextToCopy = function(trigger) {
-        const codeEl = trigger.previousElementSibling.cloneNode(true);
-        for (const childEl of codeEl.children) {
-          if (isCodeAnnotation(childEl)) {
-            childEl.remove();
-          }
+      const outerScaffold = trigger.parentElement.cloneNode(true);
+      const codeEl = outerScaffold.querySelector('code');
+      for (const childEl of codeEl.children) {
+        if (isCodeAnnotation(childEl)) {
+          childEl.remove();
         }
-        return codeEl.innerText;
+      }
+      return codeEl.innerText;
     }
     const clipboard = new window.ClipboardJS('.code-copy-button:not([data-in-quarto-modal])', {
       text: getTextToCopy
@@ -439,7 +489,7 @@ <h3 class="anchored" data-anchor-id="my-query-runs-but-im-not-passing-the-tests"
     }
       var localhostRegex = new RegExp(/^(?:http|https):\/\/localhost\:?[0-9]*\//);
       var mailtoRegex = new RegExp(/^mailto:/);
-        var filterRegex = new RegExp('/' + window.location.host + '/');
+        var filterRegex = new RegExp("https:\/\/ds100\.org\/debugging-guide\/");
       var isInternal = (href) => {
           return filterRegex.test(href) || localhostRegex.test(href) || mailtoRegex.test(href);
       }
diff --git a/docs/visualizations/visualizations.html b/docs/visualizations/visualizations.html
index 85e522a..69a2c39 100644
--- a/docs/visualizations/visualizations.html
+++ b/docs/visualizations/visualizations.html
@@ -2,7 +2,7 @@
 <html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en"><head>
 
 <meta charset="utf-8">
-<meta name="generator" content="quarto-1.8.21">
+<meta name="generator" content="quarto-1.8.26">
 
 <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
 
@@ -40,7 +40,7 @@
 <script src="../site_libs/quarto-html/tippy.umd.min.js"></script>
 <script src="../site_libs/quarto-html/anchor.min.js"></script>
 <link href="../site_libs/quarto-html/tippy.css" rel="stylesheet">
-<link href="../site_libs/quarto-html/quarto-syntax-highlighting-ea1d7ac60288e0f1efdbc993fd8432ae.css" rel="stylesheet" id="quarto-text-highlighting-styles">
+<link href="../site_libs/quarto-html/quarto-syntax-highlighting-587c61ba64f3a5504c4d52d930310e48.css" rel="stylesheet" id="quarto-text-highlighting-styles">
 <script src="../site_libs/bootstrap/bootstrap.min.js"></script>
 <link href="../site_libs/bootstrap/bootstrap-icons.css" rel="stylesheet">
 <link href="../site_libs/bootstrap/bootstrap-48faffd076f6e246ab7435acea77d2f2.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
@@ -352,6 +352,55 @@ <h2 class="anchored" data-anchor-id="my-sns.lineplot-has-an-unwanted-shaded-regi
 </section>
 
 </main> <!-- /main -->
+<script>
+    document.addEventListener("DOMContentLoaded", function() {
+    // 1. Select the specific parent div within the callout header that has the 
+    //    collapse attributes (data-bs-toggle).
+    var calloutToggles = document.querySelectorAll(
+        '.callout-header[data-bs-toggle="collapse"]'
+    );
+
+    calloutToggles.forEach(function(toggle) {
+        // 2. Force the ARIA role to be 'button'
+        // This is crucial because a 'div' is not allowed to use aria-expanded.
+        toggle.setAttribute('role', 'button');
+        
+        // 3. Ensure it is keyboard-focusable (critical accessibility fix)
+        if (toggle.getAttribute('tabindex') === null) {
+             toggle.setAttribute('tabindex', '0');
+        }
+    });
+
+    // 1. Target all code blocks (Source Code and Code Output <pre> elements)
+    // that are scrollable (have overflow:auto/scroll).
+var scrollableRegions = document.querySelectorAll(
+        // 1. Source Code <pre>
+        'div.sourceCode > pre, ' + 
+        
+        // 2. Output <pre> inside a generic cell-output
+        '.cell-output > pre, ' + 
+        
+        // 3. The main DIV container for cell-output-display (from previous fix)
+        '.cell-output-display.cell-output, ' +
+                
+        // 4. PRE tag inside any ANSI-escaped output (e.g., .ansi-escaped-output > pre)
+        '.ansi-escaped-output > pre, ' +
+        
+        // 5. The deepest container for error output (e.g., #ID > .cell-output-error... > .ansi-escaped-output > pre)
+        '.cell-output-error.cell-output > .ansi-escaped-output > pre, ' +
+
+        'pre[id]' // Target any PRE tag that has an ID attribute
+    );
+
+    scrollableRegions.forEach(function(region) {
+        // Check if the element actually has horizontal overflow (is scrollable)
+        // Add tabindex="0" to make the region keyboard-focusable.
+        if (region.getAttribute('tabindex') === null || region.getAttribute('tabindex') === undefined) {
+             region.setAttribute('tabindex', '0');
+        }
+    });
+});
+</script>
 <script id="quarto-html-after-body" type="application/javascript">
   window.document.addEventListener("DOMContentLoaded", function (event) {
     const icon = "";
@@ -403,13 +452,14 @@ <h2 class="anchored" data-anchor-id="my-sns.lineplot-has-an-unwanted-shaded-regi
       e.clearSelection();
     }
     const getTextToCopy = function(trigger) {
-        const codeEl = trigger.previousElementSibling.cloneNode(true);
-        for (const childEl of codeEl.children) {
-          if (isCodeAnnotation(childEl)) {
-            childEl.remove();
-          }
+      const outerScaffold = trigger.parentElement.cloneNode(true);
+      const codeEl = outerScaffold.querySelector('code');
+      for (const childEl of codeEl.children) {
+        if (isCodeAnnotation(childEl)) {
+          childEl.remove();
         }
-        return codeEl.innerText;
+      }
+      return codeEl.innerText;
     }
     const clipboard = new window.ClipboardJS('.code-copy-button:not([data-in-quarto-modal])', {
       text: getTextToCopy
@@ -424,7 +474,7 @@ <h2 class="anchored" data-anchor-id="my-sns.lineplot-has-an-unwanted-shaded-regi
     }
       var localhostRegex = new RegExp(/^(?:http|https):\/\/localhost\:?[0-9]*\//);
       var mailtoRegex = new RegExp(/^mailto:/);
-        var filterRegex = new RegExp('/' + window.location.host + '/');
+        var filterRegex = new RegExp("https:\/\/ds100\.org\/debugging-guide\/");
       var isInternal = (href) => {
           return filterRegex.test(href) || localhostRegex.test(href) || mailtoRegex.test(href);
       }

From 7d0b2bd7578735e301e27ffb68df529eb085375f Mon Sep 17 00:00:00 2001
From: Silas Santini <70163606+pancakereport@users.noreply.github.com>
Date: Mon, 15 Dec 2025 18:14:32 -0800
Subject: [PATCH 03/11] alt text

---
 README.md                                     |   6 ++++--
 .../autograder_gradescope.md                  |  10 +++++-----
 docs/Data-100-Debugging-Guide.pdf             | Bin 158697 -> 158697 bytes
 .../autograder_gradescope.html                |  10 +++++-----
 docs/jupyter101/jupyter101.html               |   6 +++---
 docs/jupyter_datahub/jupyter_datahub.html     |  14 +++++++-------
 docs/pandas/pandas.html                       |   2 +-
 docs/projA2/projA2.html                       |   2 +-
 docs/regex/regex.html                         |   8 ++++----
 docs/sitemap.xml                              |  18 +++++++++---------
 docs/sql/sql.html                             |   4 ++--
 docs/visualizations/visualizations.html       |   6 +++---
 jupyter101/jupyter101.md                      |   6 +++---
 jupyter_datahub/jupyter_datahub.md            |  14 +++++++-------
 pandas/pandas.md                              |   2 +-
 projA2/projA2.md                              |   2 +-
 regex/regex.md                                |   8 ++++----
 sql/sql.md                                    |   4 ++--
 visualizations/visualizations.md              |   6 +++---
 19 files changed, 65 insertions(+), 63 deletions(-)

diff --git a/README.md b/README.md
index 032f5e4..4ca53ee 100644
--- a/README.md
+++ b/README.md
@@ -95,9 +95,11 @@ A pdf view of how this notebook renders in Quarto can be found [here](https://dr
 
 To give you the most control when inserting images, we use html with the following format to center images/figs and control their size: 
 
-```<center><img src = "IMAGE_NAME" width = "IMAGE_WIDTH_IN_PIXELS"></img></a></center>```
+```<center><img src = "IMAGE_NAME" width = "IMAGE_WIDTH_IN_PIXELS" alt="alt text here"></img></a></center>```
 
-For example, `<center><img src = "images/updated_basic.png" width = "700"></img></a></center>`.
+For example, `<center><img src = "images/updated_basic.png" width = "700" alt="description of image"></img></a></center>`.
+
+In some instances, the images may be completely described in the text of the page. In these cases, you may leave the alt text blank i.e. `alt=""`. BUT THE ALT TEXT MUST STILL BE INCLUDED.
 
 
 ## Generating Output + Rendering Website
diff --git a/autograder_gradescope/autograder_gradescope.md b/autograder_gradescope/autograder_gradescope.md
index 6d3f47b..148e1a6 100644
--- a/autograder_gradescope/autograder_gradescope.md
+++ b/autograder_gradescope/autograder_gradescope.md
@@ -34,16 +34,16 @@ jupyter:
 
 When you pass a test, you'll see a nice message and a cute emoji!
 
-<center><img src = "passing_autograder.png" width = "200"></img></a></center>
+<center><img src = "passing_autograder.png" width = "200" alt="Screenshot of a grader cell for question q2a with cell ouput 'q2a passed'"></img></a></center>
 
 When you don't, however, the message can be a little confusing.
 
-<center><img src = "autograder_error.png" width = "600"></img></a></center>
+<center><img src = "autograder_error.png" width = "600" alt="Example of a cell output for a failing autograder test showing what test failed, what the code that was evaluated was, the expected output, and an error that was raised during the course of the test."></img></a></center>
 <br>
 
 The best course of action is to find the test case that failed and use that as a starting point to debug your code.
 
-<center><img src = "autograder_error_annot.png" width = "700"></img></a></center>
+<center><img src = "autograder_error_annot.png" width = "700" alt="An annotated version of the previous image which includes the note 'The most useful error message is usually at the bottom'"></img></a></center>
 
 In the example above, we see that the test case in green, `max_swing in set(bus['name'])`, is not passing. The actual output (in blue) is often hard to parse, so the best course of action is to:
 
@@ -100,11 +100,11 @@ This can happen if you import external packages when you are not instructed to d
 
 If your Gradescope submission page has been stuck running on this page for a while:
 
-<center><img src = "gradescope_loading.png" width = "350"></img></a></center>
+<center><img src = "gradescope_loading.png" width = "350" alt="Autograder Results. The autograder hasn't finish running yet."></img></a></center>
 
 or if it times out:
 
-<center><img src = "gradescope_timeout.png" width = "650"></img></a></center>
+<center><img src = "gradescope_timeout.png" width = "650" alt="Autograder Results. In a red box 'The autograder failed to respond in the expected amount of time. If the autograder continues to fail, contact your course staff for help in debugging this issue. Make sure to include a link to this page so they can help you most effectively.'"></img></a></center>
 
 it means that the Gradescope autograder failed to execute in the expected amount of time. TThis could be due to an inefficiency in your code or an issue on Gradescope's end, so we recommend resubmitting and allowing the autograder to rerun. If the issue persists after a few attempts, you may need to investigate your code for inefficiencies.
 
diff --git a/docs/Data-100-Debugging-Guide.pdf b/docs/Data-100-Debugging-Guide.pdf
index 5eaf807bcd9ed3a73753f9e78ac8f7ae0d26cead..88f4b5c80050906de866f267fc7e19916691c3b9 100644
GIT binary patch
delta 141
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z!AiD&k72T6b2G3swRCi`G;uO;H8XH_a&vZac6D|&Ffq3@HZnIcakW#hA*>{Ja^q(C
K?bDK(f;j*UFD4xT

delta 141
zcmaEPo%7{&&W0AoEllTQG|Y|63`}(mEYuAQ)HN0Kee+XX5=&AQG+eBV42(<-jSNi<
z!AiD&k72T6b8~TXb~AQ!HZm}EGjlUFFmW+7HZpKBbh891GPiIxuv4%htR!}F<7WBo
J(~_BjIRFc{CE)-7

diff --git a/docs/autograder_gradescope/autograder_gradescope.html b/docs/autograder_gradescope/autograder_gradescope.html
index c70caa9..1a78a1b 100644
--- a/docs/autograder_gradescope/autograder_gradescope.html
+++ b/docs/autograder_gradescope/autograder_gradescope.html
@@ -228,16 +228,16 @@ <h2 class="anchored" data-anchor-id="autograder">Autograder</h2>
 <h3 class="anchored" data-anchor-id="understanding-autograder-error-messages">Understanding autograder error messages</h3>
 <p>When you pass a test, you’ll see a nice message and a cute emoji!</p>
 <center>
-<img src="passing_autograder.png" width="200">
+<img src="passing_autograder.png" width="200" alt="Screenshot of a grader cell for question q2a with cell ouput 'q2a passed'">
 </center>
 <p>When you don’t, however, the message can be a little confusing.</p>
 <center>
-<img src="autograder_error.png" width="600">
+<img src="autograder_error.png" width="600" alt="Example of a cell output for a failing autograder test showing what test failed, what the code that was evaluated was, the expected output, and an error that was raised during the course of the test.">
 </center>
 <p><br></p>
 <p>The best course of action is to find the test case that failed and use that as a starting point to debug your code.</p>
 <center>
-<img src="autograder_error_annot.png" width="700">
+<img src="autograder_error_annot.png" width="700" alt="An annotated version of the previous image which includes the note 'The most useful error message is usually at the bottom'">
 </center>
 <p>In the example above, we see that the test case in green, <code>max_swing in set(bus['name'])</code>, is not passing. The actual output (in blue) is often hard to parse, so the best course of action is to:</p>
 <ol type="1">
@@ -291,11 +291,11 @@ <h3 class="anchored" data-anchor-id="why-do-i-see-multiple-nameerror-name-___-is
 <h3 class="anchored" data-anchor-id="my-autograder-keeps-runningtimed-out">My autograder keeps running/timed out</h3>
 <p>If your Gradescope submission page has been stuck running on this page for a while:</p>
 <center>
-<img src="gradescope_loading.png" width="350">
+<img src="gradescope_loading.png" width="350" alt="Autograder Results. The autograder hasn't finish running yet.">
 </center>
 <p>or if it times out:</p>
 <center>
-<img src="gradescope_timeout.png" width="650">
+<img src="gradescope_timeout.png" width="650" alt="Autograder Results. In a red box 'The autograder failed to respond in the expected amount of time. If the autograder continues to fail, contact your course staff for help in debugging this issue. Make sure to include a link to this page so they can help you most effectively.'">
 </center>
 <p>it means that the Gradescope autograder failed to execute in the expected amount of time. TThis could be due to an inefficiency in your code or an issue on Gradescope’s end, so we recommend resubmitting and allowing the autograder to rerun. If the issue persists after a few attempts, you may need to investigate your code for inefficiencies.</p>
 <p>For example, if you rerun all cells in your Jupyter notebook and notice that some cells take significantly longer to run than others, you might need to optimize those cells. Keep in mind that the time it takes to run all tests in your Jupyter notebook is not equivalent to the time it takes on Gradescope/Pensieve. However, it is proportional—if your notebook runs slowly on Datahub, it will likely run even more slowly on Gradescope/Pensieve, as the difference in runtime is amplified.</p>
diff --git a/docs/jupyter101/jupyter101.html b/docs/jupyter101/jupyter101.html
index e264fa9..46b7a98 100644
--- a/docs/jupyter101/jupyter101.html
+++ b/docs/jupyter101/jupyter101.html
@@ -250,7 +250,7 @@ <h2 class="anchored" data-anchor-id="running-cells">Running Cells</h2>
 </ul></li>
 </ul>
 <center>
-<img src="run_all.gif" width="500">
+<img src="run_all.gif" width="500" alt="Gif showing exactly where to click to run all cells">
 </center>
 </section>
 <section id="saving-your-notebook" class="level2">
@@ -266,14 +266,14 @@ <h2 class="anchored" data-anchor-id="restarting-kernel">Restarting Kernel</h2>
 <li><code>Restart Kernel and Run All Cells</code></li>
 </ul>
 <center>
-<img src="kernel.gif" width="500">
+<img src="kernel.gif" width="500" alt="Gif showing exactly where to click to access the mostly frequently used kernel options.">
 </center>
 </section>
 <section id="automatically-closing-brackets" class="level2">
 <h2 class="anchored" data-anchor-id="automatically-closing-brackets">Automatically Closing Brackets</h2>
 <p>Many IDEs like VSCode have a functionality that automatically closes brackets. For example, pressing <code>(</code>, <code>{</code>, or <code>[</code> would automatically add the second bracket at the other end <code>)</code>, <code>}</code>, and <code>]</code>, respectively. Datahub does not have this functionality turned on by default, but you can do so by going into <code>Settings</code> -&gt; <code>Auto Close Brackets</code>. If you see a check mark to the left of <code>Auto Close Brackets</code>, then it’s enabled.</p>
 <center>
-<img src="autoclose_brackets.gif" width="500">
+<img src="autoclose_brackets.gif" width="500" alt="Gif showing how to toggle autoclose bracket">
 </center>
 
 
diff --git a/docs/jupyter_datahub/jupyter_datahub.html b/docs/jupyter_datahub/jupyter_datahub.html
index 9ca8b43..04c5bb6 100644
--- a/docs/jupyter_datahub/jupyter_datahub.html
+++ b/docs/jupyter_datahub/jupyter_datahub.html
@@ -222,7 +222,7 @@ <h2 class="anchored" data-anchor-id="my-kernel-died-restarted-or-is-very-slow">M
 </ol>
 <p>When you see a message like this:</p>
 <center>
-<img src="kernel_die.png" width="500">
+<img src="kernel_die.png" width="500" alt="Screenshot of dead kernel messaging">
 </center>
 <ol type="1">
 <li>Either press the “Ok” button or reload the page</li>
@@ -241,7 +241,7 @@ <h2 class="anchored" data-anchor-id="i-cant-edit-a-cell">I can’t edit a cell</
 <li>Under “Common Tools”, you can toggle between “Editable” (can edit the cell) and “Read-Only” (cannot edit the cell)</li>
 </ol>
 <center>
-<img src="toggle_edit.gif" width="500">
+<img src="toggle_edit.gif" width="500" alt="Gif showing how to toggle between 'Editable' and 'Read-Only' for a cell">
 </center>
 </section>
 <section id="my-text-cell-looks-like-code" class="level2">
@@ -252,7 +252,7 @@ <h2 class="anchored" data-anchor-id="my-text-cell-looks-like-code">My text cell
 <h2 class="anchored" data-anchor-id="my-text-cell-changed-to-a-code-cell-my-code-cell-changed-to-a-text-cell">My text cell changed to a code cell / My code cell changed to a text cell</h2>
 <p>Sometimes, a text (markdown) cell was changed to a code cell, or a code cell can’t be run because it’s been changed to a text (markdown) or raw cell. To fix this, toggle the desired cell type in the top bar.</p>
 <center>
-<img src="toggle_cell_type.gif" width="700">
+<img src="toggle_cell_type.gif" width="700" alt="Gif showing how to toggle the cell type from code to text and back again.">
 </center>
 </section>
 <section id="why-does-running-a-particular-cell-cause-my-kernel-to-die" class="level2">
@@ -268,18 +268,18 @@ <h2 class="anchored" data-anchor-id="i-accidentally-deleted-something-in-a-cell-
 <h2 class="anchored" data-anchor-id="click-here-to-download-zip-file-is-not-working">“Click <u>here</u> to download zip file” is not working</h2>
 <p>When this happens, you can download the zip file through the menu on the left.</p>
 <center>
-<img src="zip_left_menu.png" width="400">
+<img src="zip_left_menu.png" width="400" alt="Left menu showing files with the zip file highlighted by a red box.">
 </center>
 <p>Right click on the generated zip file and click “Download”.</p>
 <center>
-<img src="zip_download.png" width="500">
+<img src="zip_download.png" width="500" alt="After right/force clicking on the zip file, click 'Download' which is highlighted in this screenshot with a red box.">
 </center>
 </section>
 <section id="autograder-could-not-locate-my-pdf" class="level2">
 <h2 class="anchored" data-anchor-id="autograder-could-not-locate-my-pdf">Autograder could not locate my PDF</h2>
 <p>Sometimes when running the <code>grader.export(run_tests=True)</code> cell at the end of the notebook, you run into an error where the autograder could not locate the PDF:</p>
 <center>
-<img src="pdf_not_located.png" width="700">
+<img src="pdf_not_located.png" width="700" alt="Screenshot showing 'UserWarning: Could not locate a PDF to include'">
 </center>
 <p>To fix this, make sure you have not accidentally converted any cells to <code>raw</code> type. All cells should either be <code>markdown</code> or <code>code</code> cells. You can easily convert cells by following <a href="https://ds100.org/debugging-guide/jupyter_datahub/jupyter_datahub.html#my-text-cell-changed-to-a-code-cell-my-code-cell-changed-to-a-text-cell">these instructions</a> earlier in the debugging guide.</p>
 </section>
@@ -287,7 +287,7 @@ <h2 class="anchored" data-anchor-id="autograder-could-not-locate-my-pdf">Autogra
 <h2 class="anchored" data-anchor-id="i-cant-export-my-assignment-as-a-pdf-due-to-a-latexfailed-error">I can’t export my assignment as a PDF due to a <code>LatexFailed</code> error</h2>
 <p>Occasionally when running the <code>grader.export(run_tests=True)</code> cell at the end of the notebook, you run into an error where the PDF failed to generate:</p>
 <center>
-<img src="LatexError.png" width="500">
+<img src="LatexError.png" width="500" alt="Screenshot of a latex error that begins with 'LatexFailed: PDF creating failed, captured latex output:...'">
 </center>
 <p>Converting a Jupyter notebook to a PDF involves formatting some of the markdown text in <a href="https://www.latex-project.org/">LaTeX</a>. However, this process will fail if your free response answers have (unresolved) LaTeX characters like <code>\n</code>, <code>$</code>, or <code>$$</code>. There are several ways to resolve this:</p>
 <ol type="1">
diff --git a/docs/pandas/pandas.html b/docs/pandas/pandas.html
index ced898c..ea6dd66 100644
--- a/docs/pandas/pandas.html
+++ b/docs/pandas/pandas.html
@@ -231,7 +231,7 @@ <h1 class="title"><span class="chapter-title">Pandas</span></h1>
 <h2 class="anchored" data-anchor-id="understanding-pandas-errors">Understanding <code>pandas</code> errors</h2>
 <p><code>pandas</code> errors can look red, scary, and very long. Fortunately, we don’t need to understand the entire thing! The most important parts of an error message are at the <strong>top</strong>, which tells you which line of code is causing the issue, and at the <strong>bottom</strong>, which tells you exactly what the error message is.</p>
 <center>
-<img src="pandas_error.png" width="700">
+<img src="pandas_error.png" width="700" alt="A screenshot of an error output by running a pandas command. The screenshot is annotated, with the first annotation reading 'The arrow points to the line of code that is erroring' next to a green arrow in the error output. Also highlighted and annotated is the last line of the error message, 'The most useful error messages are usually at the bottom'">
 </center>
 <p><br></p>
 <p>This note is (mostly) structured around the error messages that show up at the bottom.</p>
diff --git a/docs/projA2/projA2.html b/docs/projA2/projA2.html
index f1cb0c6..f5d43db 100644
--- a/docs/projA2/projA2.html
+++ b/docs/projA2/projA2.html
@@ -239,7 +239,7 @@ <h3 class="anchored" data-anchor-id="general-debugging-tips">General Debugging T
 <h3 class="anchored" data-anchor-id="my-training-rmse-is-low-but-my-validationtest-rmse-is-high">My training RMSE is low, but my validation/test RMSE is high</h3>
 <p>Your model is likely overfitting to the training data and does not generalize to the test set. Recall the bias-variance tradeoff discussed in lecture. As you add more features and make your model more complex, it is expected that your training error will decrease. Your validation and test error may also decrease initially, but if your model is too complex, you end up with high validation and test RMSE.</p>
 <center>
-<img src="under_overfit.png" width="500">
+<img src="under_overfit.png" width="500" alt="Plot showing a conceptual understanding of underfitting and overfitting. Model complexity is on the x-axis and Error/Variance is on the y axis. As you increase model complexity, Variance increases and training error decreases. Above the curves that represent Variance and Training Error, a third curve labeled Validtion Error exists in a U-shape. The chosen complexity level is represented by a dashed vertical line that intersections with the lowest y-value for the Validation Error curve. To the left of the dashed line is underfitting and to the right of the dashed line is overfitting.)">
 </center>
 <p>To decrease model complexity, consider visualizing the relationship between the features you’ve chosen with the <code>(Log) Sale Price</code> and removing features that are not highly correlated. Removing outliers can also help your model generalize better and prevent it from fitting to noise in the data. Methods like cross-validation allow you to get a better sense of where you lie along the validation error curve. Feel free to take a look at the <a href="https://ds100.org/fa24/resources/assets/lectures/lec16/lec16.html">code used in Lecture 16</a> if you’re confused on how to implement cross-validation.</p>
 </section>
diff --git a/docs/regex/regex.html b/docs/regex/regex.html
index 7036fc9..13e7147 100644
--- a/docs/regex/regex.html
+++ b/docs/regex/regex.html
@@ -256,7 +256,7 @@ <h2 class="anchored" data-anchor-id="how-to-interpret-regex101">How to Interpret
 <section id="example-1-basic" class="level3">
 <h3 class="anchored" data-anchor-id="example-1-basic">Example 1: Basic</h3>
 <center>
-<img src="images/updated_basic.png" width="700">
+<img src="images/updated_basic.png" width="700" alt="A screenshot of regex101 with five different components of the website highlighted. On the left is region 0. In the upper middle is region 1. In the lower middle is region 3. On the upper right is region 2. On the lower right is region 4.">
 </center>
 <p><br></p>
 <ol start="0" type="1">
@@ -271,7 +271,7 @@ <h3 class="anchored" data-anchor-id="example-1-basic">Example 1: Basic</h3>
 <h3 class="anchored" data-anchor-id="example-2-greedy">Example 2: Greedy</h3>
 <p>For this example, let’s replace the <code>100</code> in our original expression with <code>\d+</code> so that our pattern is <code>Data \d+</code></p>
 <center>
-<img src="images/updated_greedy.png" width="700">
+<img src="images/updated_greedy.png" width="700" alt="Screenshot of regex 101 highlighting part of the explanation, described more below.">
 </center>
 <p><br></p>
 <p><code>\d</code> and <code>+</code> are both special operators, and the explanation on the top right (boxed in red) tells us what they do:</p>
@@ -292,7 +292,7 @@ <h3 class="anchored" data-anchor-id="example-3-capturing-groups">Example 3: Capt
 </ul>
 <p>That’s great! This pattern will match the entirety of <code>DD/Month/YYYY</code>, but what if we want to access <code>DD</code> individually? What about <code>YYYY</code>? This is where <strong>capturing groups</strong> comes in handy. Capturing groups are RegEx expressions surrounded by parenthesis <code>()</code> that are used to remember the text they match so that it can be referenced later. Putting capturing groups around <code>\d+</code> and <code>\w+</code> to get <code>r"(\d+)\/(\w+)\/(\d+)"</code>gives us the following:</p>
 <center>
-<img src="images/updated_capturing_groups.png" width="700">
+<img src="images/updated_capturing_groups.png" width="700" alt="">
 </center>
 <p><br></p>
 <ul>
@@ -351,7 +351,7 @@ <h3 class="anchored" data-anchor-id="the-three-uses-of">The three uses of <code>
 <h3 class="anchored" data-anchor-id="whats-the-difference-between-all-the-re-functions">What’s the difference between all the <code>re</code> functions?</h3>
 <p>The exam reference sheets give a few <code>re</code> functions, but how can you determine which one to use?</p>
 <center>
-<img src="images/ref_sheet_re_methods.png" width="800">
+<img src="images/ref_sheet_re_methods.png" width="800" alt="Screenshot of the exam reference sheet showing re.match(), re.search(), re.findall(), and re.sub()">
 </center>
 <p><br></p>
 <p><code>re.match</code> and <code>re.search</code> only return <em>one</em> instance of a match between string and pattern (or None if there’s no match) - <code>re.match</code> only considers characters at the beginning of a string - <code>re.search</code> considers characters anywhere in the string - For example: ``` pattern = r”Data 100” example1 = “Data 100 is the best!” example2 = “I love Data 100!”</p>
diff --git a/docs/sitemap.xml b/docs/sitemap.xml
index f6a7e52..8e8a2ff 100644
--- a/docs/sitemap.xml
+++ b/docs/sitemap.xml
@@ -6,27 +6,27 @@
   </url>
   <url>
     <loc>https://ds100.org/debugging-guide/jupyter101/jupyter101.html</loc>
-    <lastmod>2025-11-26T08:06:31.393Z</lastmod>
+    <lastmod>2025-12-16T01:39:20.397Z</lastmod>
   </url>
   <url>
     <loc>https://ds100.org/debugging-guide/jupyter_datahub/jupyter_datahub.html</loc>
-    <lastmod>2025-11-26T08:06:31.396Z</lastmod>
+    <lastmod>2025-12-16T01:45:31.505Z</lastmod>
   </url>
   <url>
     <loc>https://ds100.org/debugging-guide/autograder_gradescope/autograder_gradescope.html</loc>
-    <lastmod>2025-11-26T08:06:31.362Z</lastmod>
+    <lastmod>2025-12-16T01:53:11.283Z</lastmod>
   </url>
   <url>
     <loc>https://ds100.org/debugging-guide/pandas/pandas.html</loc>
-    <lastmod>2025-11-26T08:06:31.400Z</lastmod>
+    <lastmod>2025-12-16T01:55:21.182Z</lastmod>
   </url>
   <url>
     <loc>https://ds100.org/debugging-guide/regex/regex.html</loc>
-    <lastmod>2025-11-26T08:06:31.407Z</lastmod>
+    <lastmod>2025-12-16T02:01:26.366Z</lastmod>
   </url>
   <url>
     <loc>https://ds100.org/debugging-guide/visualizations/visualizations.html</loc>
-    <lastmod>2025-11-26T08:06:31.409Z</lastmod>
+    <lastmod>2025-12-16T02:05:04.464Z</lastmod>
   </url>
   <url>
     <loc>https://ds100.org/debugging-guide/projA1/projA1.html</loc>
@@ -34,14 +34,14 @@
   </url>
   <url>
     <loc>https://ds100.org/debugging-guide/projA2/projA2.html</loc>
-    <lastmod>2025-11-26T08:06:31.402Z</lastmod>
+    <lastmod>2025-12-16T02:10:52.928Z</lastmod>
   </url>
   <url>
     <loc>https://ds100.org/debugging-guide/sql/sql.html</loc>
-    <lastmod>2025-11-26T08:06:31.408Z</lastmod>
+    <lastmod>2025-12-16T02:13:36.119Z</lastmod>
   </url>
   <url>
     <loc>https://ds100.org/debugging-guide/Data-100-Debugging-Guide.pdf</loc>
-    <lastmod>2025-12-16T01:26:07.948Z</lastmod>
+    <lastmod>2025-12-16T02:14:02.722Z</lastmod>
   </url>
 </urlset>
diff --git a/docs/sql/sql.html b/docs/sql/sql.html
index a747f3d..1ad2ad6 100644
--- a/docs/sql/sql.html
+++ b/docs/sql/sql.html
@@ -220,7 +220,7 @@ <h2 class="anchored" data-anchor-id="common-misconceptions">Common Misconception
 <h3 class="anchored" data-anchor-id="how-to-read-sql-errors">How to read SQL Errors</h3>
 <p>Because Jupyter notebooks run Python natively, we need to import extra modules like <code>sql</code>, <code>sqlalchemy</code>, and <code>duckdb</code> in order to run SQL queries within our notebook. This results in slightly more complex error messages than normal Python. Refer to the image below if you need help identifying the most important parts (the red and blue text).</p>
 <center>
-<img src="images/sql_error.png" width="700">
+<img src="images/sql_error.png" width="700" alt="Screenshot of a SQL Error message with the most important parts annotated. After 'Original error message from DB driver' is the highlighted error type followed by a description of why that error occured. Next in the error message is the line of code that caused the error.">
 </center>
 <p>Sometimes, SQL errors may show up as a long string without any red highlight, for example:</p>
 <p><code>(duckdb.duckdb.BinderException) Binder Error: Referenced column "some_column" not found in FROM clause! LINE 1: SELECT some_column                ^</code> <code>...</code></p>
@@ -313,7 +313,7 @@ <h3 class="anchored" data-anchor-id="cannot-compare-values-of-type-__-and-type-_
 SELECT * FROM sqlite_master WHERE type='table';</code></pre>
 <p>which outputs the schema for each table. If we’re working with the IMDB database, we get the following output:</p>
 <center>
-<img src="images/imdb_schema.png" width="700">
+<img src="images/imdb_schema.png" width="700" alt="Schema for the IMDB database">
 </center>
 <p>We can see that the table <code>Title</code> contains the columns</p>
 <ul>
diff --git a/docs/visualizations/visualizations.html b/docs/visualizations/visualizations.html
index 69a2c39..15d7f93 100644
--- a/docs/visualizations/visualizations.html
+++ b/docs/visualizations/visualizations.html
@@ -244,7 +244,7 @@ <h3 class="anchored" data-anchor-id="my-legends-labels-dont-match-up-my-legend-i
 plt.plot(original, 10, 'bo', label = 'original test statistic') # informative label name
 plt.legend(loc = 'upper left') # can specify location of legend</code></pre>
 <center>
-<img src="images/example_label_plot.png" width="500">
+<img src="images/example_label_plot.png" width="500" alt="Histogram titled 'Simulated values of correlated coefficients'. The original test statistic is shown in the center of the distribution which ranges from just over 0.1 to just under 0.3. The distribution is roughly normal.">
 </center>
 <p><br></p>
 </section>
@@ -299,7 +299,7 @@ <h2 class="anchored" data-anchor-id="my-sns.lineplot-has-an-unwanted-shaded-regi
 </table>
 <p>will give us a clean plot because each year corresponds to a single “Number of Flights in May” value.</p>
 <center>
-<img src="images/normal_lineplot.png" width="500">
+<img src="images/normal_lineplot.png" width="500" alt="A line plot is shown with year on the x-axis and May on the y-axis.">
 </center>
 <p><br></p>
 <p>When each x value has multiple y values, <code>sns.lineplot</code> will automatically plot a shaded region around the solid line, where the solid line is the mean of the y values for that x value (think of a groupby on x aggregated by <code>.mean()</code> on y) and the shaded region is the 95% confidence interval (read more about confidence intervals in the <a href="https://inferentialthinking.com/chapters/13/3/Confidence_Intervals.html?highlight=confidence+intervals">Data 8 textbook</a>). For example, the table</p>
@@ -343,7 +343,7 @@ <h2 class="anchored" data-anchor-id="my-sns.lineplot-has-an-unwanted-shaded-regi
 </table>
 <p>will plot a lineplot with a shaded region.</p>
 <center>
-<img src="images/shaded_lineplot.png" width="500">
+<img src="images/shaded_lineplot.png" width="500" alt="The same lineplot as above is shown again with the 95% confidence interval shaded in around the line itself.">
 </center>
 <p><br></p>
 <p>If you do not want the shaded region, aggregate the data such that there is only one y-value for a given x-value; then, make the plot.</p>
diff --git a/jupyter101/jupyter101.md b/jupyter101/jupyter101.md
index 1a7486d..6cca05a 100644
--- a/jupyter101/jupyter101.md
+++ b/jupyter101/jupyter101.md
@@ -52,7 +52,7 @@ To run all cells in a notebook:
     - `Run Selected Cell and All Below`: this runs the selected cell and all cells below
     - `Run All`: this runs every cell in the notebook from top-to-bottom
  
-<center><img src = "run_all.gif" width = "500"></img></a></center>
+<center><img src = "run_all.gif" width = "500" alt="Gif showing exactly where to click to run all cells"></img></a></center>
 
 ## Saving your notebook
 Jupyter autosaves your work, but there can be a delay. As such, it's a good idea to save your work as often as you remember and especially before submitting assignments. To do so, press `ctrl` + `s`. 
@@ -64,9 +64,9 @@ In the menu bar on the left, click `Kernel`. From here, you have several options
 - `Restart Kernel and Run up to Selected Cell`
 - `Restart Kernel and Run All Cells` 
 
-<center><img src = "kernel.gif" width = "500"></img></a></center>
+<center><img src = "kernel.gif" width = "500" alt="Gif showing exactly where to click to access the mostly frequently used kernel options."></img></a></center>
 
 ## Automatically Closing Brackets
 Many IDEs like VSCode have a functionality that automatically closes brackets. For example, pressing `(`, `{`, or `[` would automatically add the second bracket at the other end `)`, `}`, and `]`, respectively. Datahub does not have this functionality turned on by default, but you can do so by going into `Settings` -> `Auto Close Brackets`. If you see a check mark to the left of `Auto Close Brackets`, then it's enabled. 
 
-<center><img src = "autoclose_brackets.gif" width = "500"></img></a></center>
+<center><img src = "autoclose_brackets.gif" width = "500" alt="Gif showing how to toggle autoclose bracket"></img></a></center>
diff --git a/jupyter_datahub/jupyter_datahub.md b/jupyter_datahub/jupyter_datahub.md
index e0ff869..97b2012 100644
--- a/jupyter_datahub/jupyter_datahub.md
+++ b/jupyter_datahub/jupyter_datahub.md
@@ -33,7 +33,7 @@ Jupyterhub connects you to an external container to run your code. That connecti
 
 When you see a message like this:
 
-<center><img src = "kernel_die.png" width = "500"></img></a></center>
+<center><img src = "kernel_die.png" width = "500" alt="Screenshot of dead kernel messaging"></img></a></center>
 
 1. Either press the "Ok" button or reload the page
 2. [Restart your kernel](https://ds100.org/debugging-guide/jupyter101/jupyter101.html#restarting-kernel)
@@ -51,7 +51,7 @@ We set some cells to read-only mode prevent accidental modification. That said,
 2. Click setting on the top right corner
 3. Under "Common Tools", you can toggle between "Editable" (can edit the cell) and "Read-Only" (cannot edit the cell)
 
-<center><img src = "toggle_edit.gif" width = "500"></img></a></center>
+<center><img src = "toggle_edit.gif" width = "500" alt="Gif showing how to toggle between 'Editable' and 'Read-Only' for a cell"></img></a></center>
 
 ## My text cell looks like code
 
@@ -61,7 +61,7 @@ If you double-click on a text (markdown) cell, it'll appear in its raw format. T
 
 Sometimes, a text (markdown) cell was changed to a code cell, or a code cell can't be run because it's been changed to a text (markdown) or raw cell. To fix this, toggle the desired cell type in the top bar.
 
-<center><img src = "toggle_cell_type.gif" width = "700"></img></a></center>
+<center><img src = "toggle_cell_type.gif" width = "700" alt="Gif showing how to toggle the cell type from code to text and back again."></img></a></center>
 
 ## Why does running a particular cell cause my kernel to die?
 
@@ -77,17 +77,17 @@ Alternatively, you can access this [public repo](https://github.com/DS-100/fa25-
 
 When this happens, you can download the zip file through the menu on the left.
 
-<center><img src = "zip_left_menu.png" width = "400"></img></a></center>
+<center><img src = "zip_left_menu.png" width = "400" alt="Left menu showing files with the zip file highlighted by a red box."></img></a></center>
 
 Right click on the generated zip file and click "Download".
 
-<center><img src = "zip_download.png" width = "500"></img></a></center>
+<center><img src = "zip_download.png" width = "500" alt="After right/force clicking on the zip file, click 'Download' which is highlighted in this screenshot with a red box."></img></a></center>
 
 ## Autograder could not locate my PDF
 
 Sometimes when running the `grader.export(run_tests=True)` cell at the end of the notebook, you run into an error where the autograder could not locate the PDF:
 
-<center><img src = "pdf_not_located.png" width = "700"></img></a></center>
+<center><img src = "pdf_not_located.png" width = "700" alt="Screenshot showing 'UserWarning: Could not locate a PDF to include'"></img></a></center>
 
 To fix this, make sure you have not accidentally converted any cells to `raw` type. All cells should either be `markdown` or `code` cells. You can easily convert cells by following [these instructions](https://ds100.org/debugging-guide/jupyter_datahub/jupyter_datahub.html#my-text-cell-changed-to-a-code-cell-my-code-cell-changed-to-a-text-cell) earlier in the debugging guide.
 
@@ -95,7 +95,7 @@ To fix this, make sure you have not accidentally converted any cells to `raw` ty
 
 Occasionally when running the `grader.export(run_tests=True)` cell at the end of the notebook, you run into an error where the PDF failed to generate:
 
-<center><img src = "LatexError.png" width = "500"></img></a></center>
+<center><img src = "LatexError.png" width = "500" alt="Screenshot of a latex error that begins with 'LatexFailed: PDF creating failed, captured latex output:...'"></img></a></center>
 
 Converting a Jupyter notebook to a PDF involves formatting some of the markdown text in [LaTeX](https://www.latex-project.org/). However, this process will fail if your free response answers have (unresolved) LaTeX characters like `\n`, `$`, or `$$`. There are several ways to resolve this:
 
diff --git a/pandas/pandas.md b/pandas/pandas.md
index c35492c..60dffc0 100644
--- a/pandas/pandas.md
+++ b/pandas/pandas.md
@@ -16,7 +16,7 @@ jupyter: python3
 ## Understanding `pandas` errors
 `pandas` errors can look red, scary, and very long. Fortunately, we don't need to understand the entire thing! The most important parts of an error message are at the **top**, which tells you which line of code is causing the issue, and at the **bottom**, which tells you exactly what the error message is. 
 
-<center><img src = "pandas_error.png" width = "700"></img></a></center>
+<center><img src = "pandas_error.png" width = "700" alt="A screenshot of an error output by running a pandas command. The screenshot is annotated, with the first annotation reading 'The arrow points to the line of code that is erroring' next to a green arrow in the error output. Also highlighted and annotated is the last line of the error message, 'The most useful error messages are usually at the bottom'"></img></a></center>
 <br>
 
 This note is (mostly) structured around the error messages that show up at the bottom. 
diff --git a/projA2/projA2.md b/projA2/projA2.md
index 9282ccb..63ab7c3 100644
--- a/projA2/projA2.md
+++ b/projA2/projA2.md
@@ -27,7 +27,7 @@ Question 5 is a challenging question that mirrors a lot of data science work in
 
 Your model is likely overfitting to the training data and does not generalize to the test set. Recall the bias-variance tradeoff discussed in lecture. As you add more features and make your model more complex, it is expected that your training error will decrease. Your validation and test error may also decrease initially, but if your model is too complex, you end up with high validation and test RMSE.
 
-<center><img src = "under_overfit.png" width = "500"></img></a></center>
+<center><img src = "under_overfit.png" width = "500" alt="Plot showing a conceptual understanding of underfitting and overfitting. Model complexity is on the x-axis and Error/Variance is on the y axis. As you increase model complexity, Variance increases and training error decreases. Above the curves that represent Variance and Training Error, a third curve labeled Validtion Error exists in a U-shape. The chosen complexity level is represented by a dashed vertical line that intersections with the lowest y-value for the Validation Error curve. To the left of the dashed line is underfitting and to the right of the dashed line is overfitting.)"></img></a></center>
 
 To decrease model complexity, consider visualizing the relationship between the features you've chosen with the `(Log) Sale Price` and removing features that are not highly correlated. Removing outliers can also help your model generalize better and prevent it from fitting to noise in the data. Methods like cross-validation allow you to get a better sense of where you lie along the validation error curve. Feel free to take a look at the [code used in Lecture 16](https://ds100.org/fa24/resources/assets/lectures/lec16/lec16.html) if you're confused on how to implement cross-validation.
 
diff --git a/regex/regex.md b/regex/regex.md
index 9a72522..a7d243c 100644
--- a/regex/regex.md
+++ b/regex/regex.md
@@ -20,7 +20,7 @@ RegEx syntax can be incredibly confusing, so we highly encourage using sources l
 [Regex101](https://regex101.com/) is a great tool that helps you visually interact with RegEx patterns. Let's take a look at its components with a simple example. 
 
 ### Example 1: Basic
-<center><img src = "images/updated_basic.png" width = "700"></img></a></center>
+<center><img src = "images/updated_basic.png" width = "700" alt="A screenshot of regex101 with five different components of the website highlighted. On the left is region 0. In the upper middle is region 1. In the lower middle is region 3. On the upper right is region 2. On the lower right is region 4."></img></a></center>
 <br>
 
 0. **Flavor**: Regular expressions work slightly differently depending on the programming language you use. In Data 100, we only use the `Python` flavor. By default, regex101 opens on the PCRE2 flavor, so make sure to change to `Python` before experimenting.
@@ -32,7 +32,7 @@ RegEx syntax can be incredibly confusing, so we highly encourage using sources l
 ### Example 2: Greedy 
 For this example, let's replace the `100` in our original expression with `\d+` so that our pattern is `Data \d+`
 
-<center><img src = "images/updated_greedy.png" width = "700"></img></a></center>
+<center><img src = "images/updated_greedy.png" width = "700" alt="Screenshot of regex 101 highlighting part of the explanation, described more below."></img></a></center>
 <br>
 
 `\d` and `+` are both special operators, and the explanation on the top right (boxed in red) tells us what they do: 
@@ -52,7 +52,7 @@ Let's say we're given a body of text with dates formatted as `DD/Month/YYYY` (ie
 
 That's great! This pattern will match the entirety of `DD/Month/YYYY`, but what if we want to access `DD` individually? What about `YYYY`? This is where **capturing groups** comes in handy. Capturing groups are RegEx expressions surrounded by parenthesis `()`  that are used to remember the text they match so that it can be referenced later. Putting capturing groups around `\d+` and `\w+` to get `r"(\d+)\/(\w+)\/(\d+)"`gives us the following: 
 
-<center><img src = "images/updated_capturing_groups.png" width = "700"></img></a></center>
+<center><img src = "images/updated_capturing_groups.png" width = "700" alt=""></img></a></center>
 <br> 
 
 * The "Explanation" section now shows an explanation for each of the 3 capturing groups. 
@@ -113,7 +113,7 @@ The `^` character can be tricky to wrap your head around given how its function
 
 The exam reference sheets give a few `re` functions, but how can you determine which one to use? 
 
-<center><img src = "images/ref_sheet_re_methods.png" width = "800"></img></a></center>
+<center><img src = "images/ref_sheet_re_methods.png" width = "800" alt="Screenshot of the exam reference sheet showing re.match(), re.search(), re.findall(), and re.sub()"></img></a></center>
 <br>
 
 `re.match` and `re.search` only return *one* instance of a match between string and pattern (or None if there's no match) 
diff --git a/sql/sql.md b/sql/sql.md
index f6b0822..4e64f1b 100644
--- a/sql/sql.md
+++ b/sql/sql.md
@@ -26,7 +26,7 @@ jupyter:
 ### How to read SQL Errors
 Because Jupyter notebooks run Python natively, we need to import extra modules like `sql`, `sqlalchemy`, and `duckdb` in order to run SQL queries within our notebook. This results in slightly more complex error messages than normal Python. Refer to the image below if you need help identifying the most important parts (the red and blue text). 
 
-<center><img src = "images/sql_error.png" width = "700"></img></a></center>
+<center><img src = "images/sql_error.png" width = "700" alt="Screenshot of a SQL Error message with the most important parts annotated. After 'Original error message from DB driver' is the highlighted error type followed by a description of why that error occured. Next in the error message is the line of code that caused the error."></img></a></center>
 
 Sometimes, SQL errors may show up as a long string without any red highlight, for example: 
 
@@ -142,7 +142,7 @@ SELECT * FROM sqlite_master WHERE type='table';
 
 which outputs the schema for each table. If we're working with the IMDB database, we get the following output: 
 
-<center><img src = "images/imdb_schema.png" width = "700"></img></a></center>
+<center><img src = "images/imdb_schema.png" width = "700" alt="Schema for the IMDB database"></img></a></center>
 
 
 We can see that the table `Title` contains the columns
diff --git a/visualizations/visualizations.md b/visualizations/visualizations.md
index acc87c7..3fa5738 100644
--- a/visualizations/visualizations.md
+++ b/visualizations/visualizations.md
@@ -28,7 +28,7 @@ plt.title('Simulated values')
 plt.plot(original, 10, 'bo', label = 'original test statistic') # informative label name
 plt.legend(loc = 'upper left') # can specify location of legend
 ```
-<center><img src = "images/example_label_plot.png" width = "500"></img></a></center>
+<center><img src = "images/example_label_plot.png" width = "500" alt="Histogram titled 'Simulated values of correlated coefficients'. The original test statistic is shown in the center of the distribution which ranges from just over 0.1 to just under 0.3. The distribution is roughly normal."></img></a></center>
 <br>
 
 ## The y-axis of my `histplot` shows the count, not the density
@@ -69,7 +69,7 @@ Now, instead of `plt.xlabel`, `plt.ylabel`, and `plt.title` being functions, the
 
 will give us a clean plot because each year corresponds to a single "Number of Flights in May" value. 
 
-<center><img src = "images/normal_lineplot.png" width = "500"></img></a></center>
+<center><img src = "images/normal_lineplot.png" width = "500" alt="A line plot is shown with year on the x-axis and May on the y-axis."></img></a></center>
 <br>
 
 When each x value has multiple y values, `sns.lineplot` will automatically plot a shaded region around the solid line, where the solid line is the mean of the y values for that x value (think of a groupby on x aggregated by `.mean()` on y) and the shaded region is the 95% confidence interval (read more about confidence intervals in the [Data 8 textbook](https://inferentialthinking.com/chapters/13/3/Confidence_Intervals.html?highlight=confidence+intervals)). For example, the table 
@@ -86,7 +86,7 @@ When each x value has multiple y values, `sns.lineplot` will automatically plot
 
 will plot a lineplot with a shaded region. 
 
-<center><img src = "images/shaded_lineplot.png" width = "500"></img></a></center>
+<center><img src = "images/shaded_lineplot.png" width = "500" alt="The same lineplot as above is shown again with the 95% confidence interval shaded in around the line itself."></img></a></center>
 <br>
 
 If you do not want the shaded region, aggregate the data such that there is only one y-value for a given x-value; then, make the plot.
\ No newline at end of file

From 066c628f293023e213858b4f1101863463719b03 Mon Sep 17 00:00:00 2001
From: Silas Santini <70163606+pancakereport@users.noreply.github.com>
Date: Mon, 15 Dec 2025 18:20:28 -0800
Subject: [PATCH 04/11] pages inherit project frontmatter

---
 .../autograder_gradescope.md                  |   6 ------
 docs/Data-100-Debugging-Guide.pdf             | Bin 158697 -> 158697 bytes
 .../autograder_gradescope.html                |   2 +-
 docs/jupyter101/jupyter101.html               |   2 +-
 docs/jupyter_datahub/jupyter_datahub.html     |   2 +-
 docs/pandas/pandas.html                       |   2 +-
 docs/projA1/projA1.html                       |   2 +-
 docs/projA2/projA2.html                       |   2 +-
 docs/regex/regex.html                         |   2 +-
 ...p-48faffd076f6e246ab7435acea77d2f2.min.css |  12 -----------
 docs/sitemap.xml                              |  20 +++++++++---------
 docs/sql/sql.html                             |   2 +-
 docs/visualizations/visualizations.html       |   2 +-
 jupyter101/jupyter101.md                      |   6 ------
 jupyter_datahub/jupyter_datahub.md            |   6 ------
 pandas/pandas.md                              |   6 ------
 projA1/projA1.md                              |   6 ------
 projA2/projA2.md                              |   7 ------
 regex/regex.md                                |   6 ------
 sql/sql.md                                    |   6 ------
 visualizations/visualizations.md              |   6 ------
 21 files changed, 19 insertions(+), 86 deletions(-)
 delete mode 100644 docs/site_libs/bootstrap/bootstrap-48faffd076f6e246ab7435acea77d2f2.min.css

diff --git a/autograder_gradescope/autograder_gradescope.md b/autograder_gradescope/autograder_gradescope.md
index 148e1a6..31efb7b 100644
--- a/autograder_gradescope/autograder_gradescope.md
+++ b/autograder_gradescope/autograder_gradescope.md
@@ -2,14 +2,8 @@
 title: Autograder and Gradescope / Pensieve
 format:
   html:
-    toc: true
-    toc-depth: 5
     toc-location: right
     code-fold: false
-    theme:
-      - cosmo
-      - cerulean
-    callout-icon: false
 jupyter:
   jupytext:
     text_representation:
diff --git a/docs/Data-100-Debugging-Guide.pdf b/docs/Data-100-Debugging-Guide.pdf
index 88f4b5c80050906de866f267fc7e19916691c3b9..087ec43cd1b7ba03a627f5ef2017ea5ec5d952c7 100644
GIT binary patch
delta 140
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zKuWfMk72T6b2E2yG&Q$$axrr<aW!yuG%zzZb2fEyv2ZgpwlFj^aI#adA*>{Ja^q(C
K?bDK(f;j-^p(Vut

delta 140
zcmaEPo%7{&&W0AoEld|;)D2Ax40H`F)C~;OH5K%I^HW?BOHvgyT&#=?j7$xU3{4F!
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index 1a78a1b..a9147c8 100644
--- a/docs/autograder_gradescope/autograder_gradescope.html
+++ b/docs/autograder_gradescope/autograder_gradescope.html
@@ -43,7 +43,7 @@
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-<link href="../site_libs/bootstrap/bootstrap-48faffd076f6e246ab7435acea77d2f2.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
+<link href="../site_libs/bootstrap/bootstrap-99913b7803b80b0c1d2b970a25816663.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
 <script id="quarto-search-options" type="application/json">{
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diff --git a/docs/jupyter101/jupyter101.html b/docs/jupyter101/jupyter101.html
index 46b7a98..c430dd4 100644
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+++ b/docs/jupyter101/jupyter101.html
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-<link href="../site_libs/bootstrap/bootstrap-48faffd076f6e246ab7435acea77d2f2.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
+<link href="../site_libs/bootstrap/bootstrap-99913b7803b80b0c1d2b970a25816663.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
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diff --git a/docs/jupyter_datahub/jupyter_datahub.html b/docs/jupyter_datahub/jupyter_datahub.html
index 04c5bb6..cc66067 100644
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+++ b/docs/jupyter_datahub/jupyter_datahub.html
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+<link href="../site_libs/bootstrap/bootstrap-99913b7803b80b0c1d2b970a25816663.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
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diff --git a/docs/pandas/pandas.html b/docs/pandas/pandas.html
index ea6dd66..4f5ac8b 100644
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+<link href="../site_libs/bootstrap/bootstrap-99913b7803b80b0c1d2b970a25816663.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
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diff --git a/docs/projA1/projA1.html b/docs/projA1/projA1.html
index 4b4d7c3..32c0432 100644
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diff --git a/docs/regex/regex.html b/docs/regex/regex.html
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deleted file mode 100644
index 3a5ff79..0000000
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var(--bs-navbar-hover-color);--bs-nav-link-disabled-color: var(--bs-navbar-disabled-color);display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;padding-left:0;margin-bottom:0;list-style:none}.navbar-nav .nav-link.active,.navbar-nav .nav-link.show{color:var(--bs-navbar-active-color)}.navbar-nav .dropdown-menu{position:static}.navbar-text{padding-top:.5rem;padding-bottom:.5rem;color:var(--bs-navbar-color)}.navbar-text a,.navbar-text a:hover,.navbar-text a:focus{color:var(--bs-navbar-active-color)}.navbar-collapse{flex-basis:100%;-webkit-flex-basis:100%;flex-grow:1;-webkit-flex-grow:1;align-items:center;-webkit-align-items:center}.navbar-toggler{padding:var(--bs-navbar-toggler-padding-y) var(--bs-navbar-toggler-padding-x);font-size:var(--bs-navbar-toggler-font-size);line-height:1;color:var(--bs-navbar-color);background-color:rgba(0,0,0,0);border:var(--bs-border-width) solid 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.navbar-nav{flex-direction:row;-webkit-flex-direction:row}.navbar-expand-md .navbar-nav .dropdown-menu{position:absolute}.navbar-expand-md .navbar-nav .nav-link{padding-right:var(--bs-navbar-nav-link-padding-x);padding-left:var(--bs-navbar-nav-link-padding-x)}.navbar-expand-md .navbar-nav-scroll{overflow:visible}.navbar-expand-md .navbar-collapse{display:flex !important;display:-webkit-flex !important;flex-basis:auto;-webkit-flex-basis:auto}.navbar-expand-md .navbar-toggler{display:none}.navbar-expand-md .offcanvas{position:static;z-index:auto;flex-grow:1;-webkit-flex-grow:1;width:auto !important;height:auto !important;visibility:visible !important;background-color:rgba(0,0,0,0) !important;border:0 !important;transform:none !important;transition:none}.navbar-expand-md .offcanvas .offcanvas-header{display:none}.navbar-expand-md .offcanvas .offcanvas-body{display:flex;display:-webkit-flex;flex-grow:0;-webkit-flex-grow:0;padding:0;overflow-y:visible}}@media(min-width: 992px){.navbar-expand-lg{flex-wrap:nowrap;-webkit-flex-wrap:nowrap;justify-content:flex-start;-webkit-justify-content:flex-start}.navbar-expand-lg .navbar-nav{flex-direction:row;-webkit-flex-direction:row}.navbar-expand-lg .navbar-nav .dropdown-menu{position:absolute}.navbar-expand-lg .navbar-nav .nav-link{padding-right:var(--bs-navbar-nav-link-padding-x);padding-left:var(--bs-navbar-nav-link-padding-x)}.navbar-expand-lg .navbar-nav-scroll{overflow:visible}.navbar-expand-lg .navbar-collapse{display:flex !important;display:-webkit-flex !important;flex-basis:auto;-webkit-flex-basis:auto}.navbar-expand-lg .navbar-toggler{display:none}.navbar-expand-lg .offcanvas{position:static;z-index:auto;flex-grow:1;-webkit-flex-grow:1;width:auto !important;height:auto !important;visibility:visible !important;background-color:rgba(0,0,0,0) !important;border:0 !important;transform:none !important;transition:none}.navbar-expand-lg .offcanvas .offcanvas-header{display:none}.navbar-expand-lg .offcanvas 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.offcanvas{position:static;z-index:auto;flex-grow:1;-webkit-flex-grow:1;width:auto !important;height:auto !important;visibility:visible !important;background-color:rgba(0,0,0,0) !important;border:0 !important;transform:none !important;transition:none}.navbar-expand-xxl .offcanvas .offcanvas-header{display:none}.navbar-expand-xxl .offcanvas .offcanvas-body{display:flex;display:-webkit-flex;flex-grow:0;-webkit-flex-grow:0;padding:0;overflow-y:visible}}.navbar-expand{flex-wrap:nowrap;-webkit-flex-wrap:nowrap;justify-content:flex-start;-webkit-justify-content:flex-start}.navbar-expand .navbar-nav{flex-direction:row;-webkit-flex-direction:row}.navbar-expand .navbar-nav .dropdown-menu{position:absolute}.navbar-expand .navbar-nav .nav-link{padding-right:var(--bs-navbar-nav-link-padding-x);padding-left:var(--bs-navbar-nav-link-padding-x)}.navbar-expand .navbar-nav-scroll{overflow:visible}.navbar-expand .navbar-collapse{display:flex !important;display:-webkit-flex !important;flex-basis:auto;-webkit-flex-basis:auto}.navbar-expand .navbar-toggler{display:none}.navbar-expand .offcanvas{position:static;z-index:auto;flex-grow:1;-webkit-flex-grow:1;width:auto !important;height:auto !important;visibility:visible !important;background-color:rgba(0,0,0,0) !important;border:0 !important;transform:none !important;transition:none}.navbar-expand .offcanvas .offcanvas-header{display:none}.navbar-expand .offcanvas .offcanvas-body{display:flex;display:-webkit-flex;flex-grow:0;-webkit-flex-grow:0;padding:0;overflow-y:visible}.navbar-dark,.navbar[data-bs-theme=dark]{--bs-navbar-color: #fff;--bs-navbar-hover-color: rgba(3.76, 13.12, 18.48, 0.8);--bs-navbar-disabled-color: rgba(255, 255, 255, 0.75);--bs-navbar-active-color: rgb(3.76, 13.12, 18.48);--bs-navbar-brand-color: #fff;--bs-navbar-brand-hover-color: rgb(3.76, 13.12, 18.48);--bs-navbar-toggler-border-color: rgba(255, 255, 255, 0);--bs-navbar-toggler-icon-bg: url("data:image/svg+xml,%3csvg 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#fff;--bs-card-img-overlay-padding: 1rem;--bs-card-group-margin: 0.75rem;position:relative;display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;min-width:0;height:var(--bs-card-height);color:var(--bs-body-color);word-wrap:break-word;background-color:var(--bs-card-bg);background-clip:border-box;border:var(--bs-card-border-width) solid var(--bs-card-border-color)}.card>hr{margin-right:0;margin-left:0}.card>.list-group{border-top:inherit;border-bottom:inherit}.card>.list-group:first-child{border-top-width:0}.card>.list-group:last-child{border-bottom-width:0}.card>.card-header+.list-group,.card>.list-group+.card-footer{border-top:0}.card-body{flex:1 1 auto;-webkit-flex:1 1 auto;padding:var(--bs-card-spacer-y) var(--bs-card-spacer-x);color:var(--bs-card-color)}.card-title{margin-bottom:var(--bs-card-title-spacer-y);color:var(--bs-card-title-color)}.card-subtitle{margin-top:calc(-0.5*var(--bs-card-title-spacer-y));margin-bottom:0;color:var(--bs-card-subtitle-color)}.card-text:last-child{margin-bottom:0}.card-link+.card-link{margin-left:var(--bs-card-spacer-x)}.card-header{padding:var(--bs-card-cap-padding-y) var(--bs-card-cap-padding-x);margin-bottom:0;color:var(--bs-card-cap-color);background-color:var(--bs-card-cap-bg);border-bottom:var(--bs-card-border-width) solid var(--bs-card-border-color)}.card-footer{padding:var(--bs-card-cap-padding-y) var(--bs-card-cap-padding-x);color:var(--bs-card-cap-color);background-color:var(--bs-card-cap-bg);border-top:var(--bs-card-border-width) solid var(--bs-card-border-color)}.card-header-tabs{margin-right:calc(-0.5*var(--bs-card-cap-padding-x));margin-bottom:calc(-1*var(--bs-card-cap-padding-y));margin-left:calc(-0.5*var(--bs-card-cap-padding-x));border-bottom:0}.card-header-tabs .nav-link.active{background-color:var(--bs-card-bg);border-bottom-color:var(--bs-card-bg)}.card-header-pills{margin-right:calc(-0.5*var(--bs-card-cap-padding-x));margin-left:calc(-0.5*var(--bs-card-cap-padding-x))}.card-img-overlay{position:absolute;top:0;right:0;bottom:0;left:0;padding:var(--bs-card-img-overlay-padding)}.card-img,.card-img-top,.card-img-bottom{width:100%}.card-group>.card{margin-bottom:var(--bs-card-group-margin)}@media(min-width: 576px){.card-group{display:flex;display:-webkit-flex;flex-flow:row wrap;-webkit-flex-flow:row wrap}.card-group>.card{flex:1 0 0%;-webkit-flex:1 0 0%;margin-bottom:0}.card-group>.card+.card{margin-left:0;border-left:0}}.accordion{--bs-accordion-color: #495057;--bs-accordion-bg: #fff;--bs-accordion-transition: 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viewBox='0 0 16 16' fill='rgb%2818.8, 65.6, 92.4%29'%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: rgb(151, 209.5, 243);--bs-accordion-btn-focus-box-shadow: 0 0 0 0.25rem rgba(47, 164, 231, 0.25);--bs-accordion-body-padding-x: 1.25rem;--bs-accordion-body-padding-y: 1rem;--bs-accordion-active-color: rgb(18.8, 65.6, 92.4);--bs-accordion-active-bg: rgb(213.4, 236.8, 250.2)}.accordion-button{position:relative;display:flex;display:-webkit-flex;align-items:center;-webkit-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;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;-webkit-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:not(:first-of-type){border-top:0}.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}.accordion-flush .accordion-item:first-child{border-top:0}.accordion-flush .accordion-item:last-child{border-bottom: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='rgb%28130.2, 200.4, 240.6%29'%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='rgb%28130.2, 200.4, 240.6%29'%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: rgba(73, 80, 87, 0.75);--bs-breadcrumb-item-padding-x: 0.5rem;--bs-breadcrumb-item-active-color: rgba(73, 80, 87, 0.75);display:flex;display:-webkit-flex;flex-wrap:wrap;-webkit-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)}.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: #2fa4e7;--bs-pagination-bg: #fff;--bs-pagination-border-width: 1px;--bs-pagination-border-color: #dee2e6;--bs-pagination-border-radius: 0.25rem;--bs-pagination-hover-color: rgb(37.6, 131.2, 184.8);--bs-pagination-hover-bg: #f8f9fa;--bs-pagination-hover-border-color: #dee2e6;--bs-pagination-focus-color: rgb(37.6, 131.2, 184.8);--bs-pagination-focus-bg: #e9ecef;--bs-pagination-focus-box-shadow: 0 0 0 0.25rem rgba(47, 164, 231, 0.25);--bs-pagination-active-color: #fff;--bs-pagination-active-bg: #2fa4e7;--bs-pagination-active-border-color: #2fa4e7;--bs-pagination-disabled-color: rgba(73, 80, 87, 0.75);--bs-pagination-disabled-bg: #e9ecef;--bs-pagination-disabled-border-color: #dee2e6;display:flex;display:-webkit-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;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-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(1px*-1)}.pagination-lg{--bs-pagination-padding-x: 1.5rem;--bs-pagination-padding-y: 0.75rem;--bs-pagination-font-size:1.25rem;--bs-pagination-border-radius: 0.5rem}.pagination-sm{--bs-pagination-padding-x: 0.5rem;--bs-pagination-padding-y: 0.25rem;--bs-pagination-font-size:0.875rem;--bs-pagination-border-radius: 0.2em}.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: 0.25rem;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}.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: 0 solid var(--bs-alert-border-color);--bs-alert-border-radius: 0.25rem;--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)}.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-default{--bs-alert-color: var(--bs-default-text-emphasis);--bs-alert-bg: var(--bs-default-bg-subtle);--bs-alert-border-color: var(--bs-default-border-subtle);--bs-alert-link-color: var(--bs-default-text-emphasis)}.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:.5rem}}.progress,.progress-stacked{--bs-progress-height: 0.5rem;--bs-progress-font-size:0.75rem;--bs-progress-bg: #e9ecef;--bs-progress-border-radius: 0.25rem;--bs-progress-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.075);--bs-progress-bar-color: #fff;--bs-progress-bar-bg: #2fa4e7;--bs-progress-bar-transition: width 0.6s ease;display:flex;display:-webkit-flex;height:var(--bs-progress-height);overflow:hidden;font-size:var(--bs-progress-font-size);background-color:var(--bs-progress-bg)}.progress-bar{display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;justify-content:center;-webkit-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: #495057;--bs-list-group-bg: #fff;--bs-list-group-border-color: #dee2e6;--bs-list-group-border-width: 1px;--bs-list-group-border-radius: 0.25rem;--bs-list-group-item-padding-x: 1rem;--bs-list-group-item-padding-y: 0.5rem;--bs-list-group-action-color: rgba(73, 80, 87, 0.75);--bs-list-group-action-hover-color: #000;--bs-list-group-action-hover-bg: #f8f9fa;--bs-list-group-action-active-color: #495057;--bs-list-group-action-active-bg: #e9ecef;--bs-list-group-disabled-color: rgba(73, 80, 87, 0.75);--bs-list-group-disabled-bg: #fff;--bs-list-group-active-color: #fff;--bs-list-group-active-bg: #2fa4e7;--bs-list-group-active-border-color: #2fa4e7;display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;padding-left:0;margin-bottom:0}.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;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-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.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;-webkit-flex-direction:row}.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;-webkit-flex-direction:row}.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;-webkit-flex-direction:row}.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;-webkit-flex-direction:row}.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;-webkit-flex-direction:row}.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;-webkit-flex-direction:row}.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>.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-default{--bs-list-group-color: var(--bs-default-text-emphasis);--bs-list-group-bg: var(--bs-default-bg-subtle);--bs-list-group-border-color: var(--bs-default-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-default-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-default-border-subtle);--bs-list-group-active-color: var(--bs-default-bg-subtle);--bs-list-group-active-bg: var(--bs-default-text-emphasis);--bs-list-group-active-border-color: var(--bs-default-text-emphasis)}.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(47, 164, 231, 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;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;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;-o-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(255, 255, 255, 0.85);--bs-toast-border-width: 1px;--bs-toast-border-color: rgba(0, 0, 0, 0.175);--bs-toast-border-radius: 0.25rem;--bs-toast-box-shadow: 0 0.5rem 1rem rgba(0, 0, 0, 0.15);--bs-toast-header-color: rgba(73, 80, 87, 0.75);--bs-toast-header-bg: rgba(255, 255, 255, 0.85);--bs-toast-header-border-color: rgba(0, 0, 0, 0.175);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)}.toast.showing{opacity:0}.toast:not(.show){display:none}.toast-container{--bs-toast-zindex: 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0.175);--bs-modal-border-width: 1px;--bs-modal-border-radius: 0.5rem;--bs-modal-box-shadow: 0 0.125rem 0.25rem rgba(0, 0, 0, 0.075);--bs-modal-inner-border-radius: calc(0.5rem - 1px);--bs-modal-header-padding-x: 1rem;--bs-modal-header-padding-y: 1rem;--bs-modal-header-padding: 1rem 1rem;--bs-modal-header-border-color: #dee2e6;--bs-modal-header-border-width: 1px;--bs-modal-title-line-height: 1.5;--bs-modal-footer-gap: 0.5rem;--bs-modal-footer-bg: ;--bs-modal-footer-border-color: #dee2e6;--bs-modal-footer-border-width: 1px;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 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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;display:-webkit-flex;flex-shrink:0;-webkit-flex-shrink:0;align-items:center;-webkit-align-items:center;justify-content:space-between;-webkit-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)}.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;-webkit-flex:1 1 auto;padding:var(--bs-modal-padding)}.modal-footer{display:flex;display:-webkit-flex;flex-shrink:0;-webkit-flex-shrink:0;flex-wrap:wrap;-webkit-flex-wrap:wrap;align-items:center;-webkit-align-items:center;justify-content:flex-end;-webkit-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)}.modal-footer>*{margin:calc(var(--bs-modal-footer-gap)*.5)}@media(min-width: 576px){.modal{--bs-modal-margin: 1.75rem;--bs-modal-box-shadow: 0 0.5rem 1rem rgba(0, 0, 0, 0.15)}.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}.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}.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}.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}.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}.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}.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: #fff;--bs-tooltip-bg: #000;--bs-tooltip-border-radius: 0.25rem;--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:"Source Sans Pro",-apple-system,BlinkMacSystemFont,"Segoe UI",Roboto,"Helvetica Neue",Arial,sans-serif,"Apple Color Emoji","Segoe UI Emoji","Segoe UI Symbol";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 .tooltip-arrow,.bs-tooltip-auto[data-popper-placement^=top] .tooltip-arrow{bottom:calc(-1*var(--bs-tooltip-arrow-height))}.bs-tooltip-top .tooltip-arrow::before,.bs-tooltip-auto[data-popper-placement^=top] .tooltip-arrow::before{top:-1px;border-width:var(--bs-tooltip-arrow-height) calc(var(--bs-tooltip-arrow-width)*.5) 0;border-top-color:var(--bs-tooltip-bg)}.bs-tooltip-end 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var(--bs-popover-border-width))}.bs-popover-top>.popover-arrow::before,.bs-popover-auto[data-popper-placement^=top]>.popover-arrow::before,.bs-popover-top>.popover-arrow::after,.bs-popover-auto[data-popper-placement^=top]>.popover-arrow::after{border-width:var(--bs-popover-arrow-height) calc(var(--bs-popover-arrow-width)*.5) 0}.bs-popover-top>.popover-arrow::before,.bs-popover-auto[data-popper-placement^=top]>.popover-arrow::before{bottom:0;border-top-color:var(--bs-popover-arrow-border)}.bs-popover-top>.popover-arrow::after,.bs-popover-auto[data-popper-placement^=top]>.popover-arrow::after{bottom:var(--bs-popover-border-width);border-top-color:var(--bs-popover-bg)}.bs-popover-end>.popover-arrow,.bs-popover-auto[data-popper-placement^=right]>.popover-arrow{left:calc(-1*(var(--bs-popover-arrow-height)) - 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#dd5600;--bslib-color-fg: #fff}.text-danger{--bslib-color-fg: #c71c22}.bg-danger{--bslib-color-bg: #c71c22;--bslib-color-fg: #fff}.text-light{--bslib-color-fg: #f8f9fa}.bg-light{--bslib-color-bg: #f8f9fa;--bslib-color-fg: #000}.text-dark{--bslib-color-fg: #343a40}.bg-dark{--bslib-color-bg: #343a40;--bslib-color-fg: #fff}.bg-gradient-blue-indigo{--bslib-color-fg: #fff;--bslib-color-bg: rgb(42.6, 42.4, 165.8);background:linear-gradient(var(--bg-gradient-deg, 140deg), #033c73 var(--bg-gradient-start, 36%), #6610f2 var(--bg-gradient-end, 180%)) rgb(42.6,42.4,165.8);color:#fff}.bg-gradient-blue-purple{--bslib-color-fg: #fff;--bslib-color-bg: rgb(46.2, 62.4, 146.2);background:linear-gradient(var(--bg-gradient-deg, 140deg), #033c73 var(--bg-gradient-start, 36%), #6f42c1 var(--bg-gradient-end, 180%)) rgb(46.2,62.4,146.2);color:#fff}.bg-gradient-blue-pink{--bslib-color-fg: #fff;--bslib-color-bg: rgb(94.6, 60.8, 125);background:linear-gradient(var(--bg-gradient-deg, 140deg), #033c73 var(--bg-gradient-start, 36%), #e83e8c var(--bg-gradient-end, 180%)) rgb(94.6,60.8,125);color:#fff}.bg-gradient-blue-red{--bslib-color-fg: #fff;--bslib-color-bg: rgb(81.4, 47.2, 82.6);background:linear-gradient(var(--bg-gradient-deg, 140deg), #033c73 var(--bg-gradient-start, 36%), #c71c22 var(--bg-gradient-end, 180%)) rgb(81.4,47.2,82.6);color:#fff}.bg-gradient-blue-orange{--bslib-color-fg: #fff;--bslib-color-bg: rgb(103, 86.4, 77);background:linear-gradient(var(--bg-gradient-deg, 140deg), #033c73 var(--bg-gradient-start, 36%), #fd7e14 var(--bg-gradient-end, 180%)) rgb(103,86.4,77);color:#fff}.bg-gradient-blue-yellow{--bslib-color-fg: #fff;--bslib-color-bg: rgb(90.2, 70.4, 69);background:linear-gradient(var(--bg-gradient-deg, 140deg), #033c73 var(--bg-gradient-start, 36%), #dd5600 var(--bg-gradient-end, 180%)) rgb(90.2,70.4,69);color:#fff}.bg-gradient-blue-green{--bslib-color-fg: #fff;--bslib-color-bg: rgb(47.8, 103.2, 91.8);background:linear-gradient(var(--bg-gradient-deg, 140deg), #033c73 var(--bg-gradient-start, 36%), #73a839 var(--bg-gradient-end, 180%)) rgb(47.8,103.2,91.8);color:#fff}.bg-gradient-blue-teal{--bslib-color-fg: #fff;--bslib-color-bg: rgb(14.6, 116.4, 129.4);background:linear-gradient(var(--bg-gradient-deg, 140deg), #033c73 var(--bg-gradient-start, 36%), #20c997 var(--bg-gradient-end, 180%)) rgb(14.6,116.4,129.4);color:#fff}.bg-gradient-blue-cyan{--bslib-color-fg: #fff;--bslib-color-bg: rgb(20.6, 101.6, 161.4);background:linear-gradient(var(--bg-gradient-deg, 140deg), #033c73 var(--bg-gradient-start, 36%), #2fa4e7 var(--bg-gradient-end, 180%)) rgb(20.6,101.6,161.4);color:#fff}.bg-gradient-indigo-blue{--bslib-color-fg: #fff;--bslib-color-bg: rgb(62.4, 33.6, 191.2);background:linear-gradient(var(--bg-gradient-deg, 140deg), #6610f2 var(--bg-gradient-start, 36%), #033c73 var(--bg-gradient-end, 180%)) rgb(62.4,33.6,191.2);color:#fff}.bg-gradient-indigo-purple{--bslib-color-fg: #fff;--bslib-color-bg: rgb(105.6, 36, 222.4);background:linear-gradient(var(--bg-gradient-deg, 140deg), #6610f2 var(--bg-gradient-start, 36%), #6f42c1 var(--bg-gradient-end, 180%)) rgb(105.6,36,222.4);color:#fff}.bg-gradient-indigo-pink{--bslib-color-fg: #fff;--bslib-color-bg: rgb(154, 34.4, 201.2);background:linear-gradient(var(--bg-gradient-deg, 140deg), #6610f2 var(--bg-gradient-start, 36%), #e83e8c var(--bg-gradient-end, 180%)) rgb(154,34.4,201.2);color:#fff}.bg-gradient-indigo-red{--bslib-color-fg: #fff;--bslib-color-bg: rgb(140.8, 20.8, 158.8);background:linear-gradient(var(--bg-gradient-deg, 140deg), #6610f2 var(--bg-gradient-start, 36%), #c71c22 var(--bg-gradient-end, 180%)) rgb(140.8,20.8,158.8);color:#fff}.bg-gradient-indigo-orange{--bslib-color-fg: #fff;--bslib-color-bg: rgb(162.4, 60, 153.2);background:linear-gradient(var(--bg-gradient-deg, 140deg), #6610f2 var(--bg-gradient-start, 36%), #fd7e14 var(--bg-gradient-end, 180%)) rgb(162.4,60,153.2);color:#fff}.bg-gradient-indigo-yellow{--bslib-color-fg: #fff;--bslib-color-bg: rgb(149.6, 44, 145.2);background:linear-gradient(var(--bg-gradient-deg, 140deg), #6610f2 var(--bg-gradient-start, 36%), #dd5600 var(--bg-gradient-end, 180%)) rgb(149.6,44,145.2);color:#fff}.bg-gradient-indigo-green{--bslib-color-fg: #fff;--bslib-color-bg: rgb(107.2, 76.8, 168);background:linear-gradient(var(--bg-gradient-deg, 140deg), #6610f2 var(--bg-gradient-start, 36%), #73a839 var(--bg-gradient-end, 180%)) rgb(107.2,76.8,168);color:#fff}.bg-gradient-indigo-teal{--bslib-color-fg: #fff;--bslib-color-bg: rgb(74, 90, 205.6);background:linear-gradient(var(--bg-gradient-deg, 140deg), #6610f2 var(--bg-gradient-start, 36%), #20c997 var(--bg-gradient-end, 180%)) rgb(74,90,205.6);color:#fff}.bg-gradient-indigo-cyan{--bslib-color-fg: #fff;--bslib-color-bg: rgb(80, 75.2, 237.6);background:linear-gradient(var(--bg-gradient-deg, 140deg), #6610f2 var(--bg-gradient-start, 36%), #2fa4e7 var(--bg-gradient-end, 180%)) rgb(80,75.2,237.6);color:#fff}.bg-gradient-purple-blue{--bslib-color-fg: #fff;--bslib-color-bg: rgb(67.8, 63.6, 161.8);background:linear-gradient(var(--bg-gradient-deg, 140deg), #6f42c1 var(--bg-gradient-start, 36%), #033c73 var(--bg-gradient-end, 180%)) rgb(67.8,63.6,161.8);color:#fff}.bg-gradient-purple-indigo{--bslib-color-fg: #fff;--bslib-color-bg: rgb(107.4, 46, 212.6);background:linear-gradient(var(--bg-gradient-deg, 140deg), #6f42c1 var(--bg-gradient-start, 36%), #6610f2 var(--bg-gradient-end, 180%)) rgb(107.4,46,212.6);color:#fff}.bg-gradient-purple-pink{--bslib-color-fg: #fff;--bslib-color-bg: rgb(159.4, 64.4, 171.8);background:linear-gradient(var(--bg-gradient-deg, 140deg), #6f42c1 var(--bg-gradient-start, 36%), #e83e8c var(--bg-gradient-end, 180%)) rgb(159.4,64.4,171.8);color:#fff}.bg-gradient-purple-red{--bslib-color-fg: #fff;--bslib-color-bg: rgb(146.2, 50.8, 129.4);background:linear-gradient(var(--bg-gradient-deg, 140deg), #6f42c1 var(--bg-gradient-start, 36%), #c71c22 var(--bg-gradient-end, 180%)) rgb(146.2,50.8,129.4);color:#fff}.bg-gradient-purple-orange{--bslib-color-fg: #fff;--bslib-color-bg: rgb(167.8, 90, 123.8);background:linear-gradient(var(--bg-gradient-deg, 140deg), #6f42c1 var(--bg-gradient-start, 36%), #fd7e14 var(--bg-gradient-end, 180%)) rgb(167.8,90,123.8);color:#fff}.bg-gradient-purple-yellow{--bslib-color-fg: #fff;--bslib-color-bg: rgb(155, 74, 115.8);background:linear-gradient(var(--bg-gradient-deg, 140deg), #6f42c1 var(--bg-gradient-start, 36%), #dd5600 var(--bg-gradient-end, 180%)) rgb(155,74,115.8);color:#fff}.bg-gradient-purple-green{--bslib-color-fg: #fff;--bslib-color-bg: rgb(112.6, 106.8, 138.6);background:linear-gradient(var(--bg-gradient-deg, 140deg), #6f42c1 var(--bg-gradient-start, 36%), #73a839 var(--bg-gradient-end, 180%)) rgb(112.6,106.8,138.6);color:#fff}.bg-gradient-purple-teal{--bslib-color-fg: #fff;--bslib-color-bg: rgb(79.4, 120, 176.2);background:linear-gradient(var(--bg-gradient-deg, 140deg), #6f42c1 var(--bg-gradient-start, 36%), #20c997 var(--bg-gradient-end, 180%)) rgb(79.4,120,176.2);color:#fff}.bg-gradient-purple-cyan{--bslib-color-fg: #fff;--bslib-color-bg: rgb(85.4, 105.2, 208.2);background:linear-gradient(var(--bg-gradient-deg, 140deg), #6f42c1 var(--bg-gradient-start, 36%), #2fa4e7 var(--bg-gradient-end, 180%)) rgb(85.4,105.2,208.2);color:#fff}.bg-gradient-pink-blue{--bslib-color-fg: #fff;--bslib-color-bg: rgb(140.4, 61.2, 130);background:linear-gradient(var(--bg-gradient-deg, 140deg), #e83e8c var(--bg-gradient-start, 36%), #033c73 var(--bg-gradient-end, 180%)) rgb(140.4,61.2,130);color:#fff}.bg-gradient-pink-indigo{--bslib-color-fg: #fff;--bslib-color-bg: rgb(180, 43.6, 180.8);background:linear-gradient(var(--bg-gradient-deg, 140deg), #e83e8c var(--bg-gradient-start, 36%), #6610f2 var(--bg-gradient-end, 180%)) rgb(180,43.6,180.8);color:#fff}.bg-gradient-pink-purple{--bslib-color-fg: #fff;--bslib-color-bg: rgb(183.6, 63.6, 161.2);background:linear-gradient(var(--bg-gradient-deg, 140deg), #e83e8c var(--bg-gradient-start, 36%), #6f42c1 var(--bg-gradient-end, 180%)) rgb(183.6,63.6,161.2);color:#fff}.bg-gradient-pink-red{--bslib-color-fg: #fff;--bslib-color-bg: rgb(218.8, 48.4, 97.6);background:linear-gradient(var(--bg-gradient-deg, 140deg), #e83e8c var(--bg-gradient-start, 36%), #c71c22 var(--bg-gradient-end, 180%)) rgb(218.8,48.4,97.6);color:#fff}.bg-gradient-pink-orange{--bslib-color-fg: #fff;--bslib-color-bg: rgb(240.4, 87.6, 92);background:linear-gradient(var(--bg-gradient-deg, 140deg), #e83e8c var(--bg-gradient-start, 36%), #fd7e14 var(--bg-gradient-end, 180%)) rgb(240.4,87.6,92);color:#fff}.bg-gradient-pink-yellow{--bslib-color-fg: #fff;--bslib-color-bg: rgb(227.6, 71.6, 84);background:linear-gradient(var(--bg-gradient-deg, 140deg), #e83e8c var(--bg-gradient-start, 36%), #dd5600 var(--bg-gradient-end, 180%)) rgb(227.6,71.6,84);color:#fff}.bg-gradient-pink-green{--bslib-color-fg: #fff;--bslib-color-bg: rgb(185.2, 104.4, 106.8);background:linear-gradient(var(--bg-gradient-deg, 140deg), #e83e8c var(--bg-gradient-start, 36%), #73a839 var(--bg-gradient-end, 180%)) rgb(185.2,104.4,106.8);color:#fff}.bg-gradient-pink-teal{--bslib-color-fg: #fff;--bslib-color-bg: rgb(152, 117.6, 144.4);background:linear-gradient(var(--bg-gradient-deg, 140deg), #e83e8c var(--bg-gradient-start, 36%), #20c997 var(--bg-gradient-end, 180%)) rgb(152,117.6,144.4);color:#fff}.bg-gradient-pink-cyan{--bslib-color-fg: #fff;--bslib-color-bg: rgb(158, 102.8, 176.4);background:linear-gradient(var(--bg-gradient-deg, 140deg), #e83e8c var(--bg-gradient-start, 36%), #2fa4e7 var(--bg-gradient-end, 180%)) rgb(158,102.8,176.4);color:#fff}.bg-gradient-red-blue{--bslib-color-fg: #fff;--bslib-color-bg: rgb(120.6, 40.8, 66.4);background:linear-gradient(var(--bg-gradient-deg, 140deg), #c71c22 var(--bg-gradient-start, 36%), #033c73 var(--bg-gradient-end, 180%)) rgb(120.6,40.8,66.4);color:#fff}.bg-gradient-red-indigo{--bslib-color-fg: #fff;--bslib-color-bg: rgb(160.2, 23.2, 117.2);background:linear-gradient(var(--bg-gradient-deg, 140deg), #c71c22 var(--bg-gradient-start, 36%), #6610f2 var(--bg-gradient-end, 180%)) rgb(160.2,23.2,117.2);color:#fff}.bg-gradient-red-purple{--bslib-color-fg: #fff;--bslib-color-bg: rgb(163.8, 43.2, 97.6);background:linear-gradient(var(--bg-gradient-deg, 140deg), #c71c22 var(--bg-gradient-start, 36%), #6f42c1 var(--bg-gradient-end, 180%)) rgb(163.8,43.2,97.6);color:#fff}.bg-gradient-red-pink{--bslib-color-fg: #fff;--bslib-color-bg: rgb(212.2, 41.6, 76.4);background:linear-gradient(var(--bg-gradient-deg, 140deg), #c71c22 var(--bg-gradient-start, 36%), #e83e8c var(--bg-gradient-end, 180%)) rgb(212.2,41.6,76.4);color:#fff}.bg-gradient-red-orange{--bslib-color-fg: #fff;--bslib-color-bg: rgb(220.6, 67.2, 28.4);background:linear-gradient(var(--bg-gradient-deg, 140deg), #c71c22 var(--bg-gradient-start, 36%), #fd7e14 var(--bg-gradient-end, 180%)) rgb(220.6,67.2,28.4);color:#fff}.bg-gradient-red-yellow{--bslib-color-fg: #fff;--bslib-color-bg: rgb(207.8, 51.2, 20.4);background:linear-gradient(var(--bg-gradient-deg, 140deg), #c71c22 var(--bg-gradient-start, 36%), #dd5600 var(--bg-gradient-end, 180%)) rgb(207.8,51.2,20.4);color:#fff}.bg-gradient-red-green{--bslib-color-fg: #fff;--bslib-color-bg: rgb(165.4, 84, 43.2);background:linear-gradient(var(--bg-gradient-deg, 140deg), #c71c22 var(--bg-gradient-start, 36%), #73a839 var(--bg-gradient-end, 180%)) rgb(165.4,84,43.2);color:#fff}.bg-gradient-red-teal{--bslib-color-fg: #fff;--bslib-color-bg: rgb(132.2, 97.2, 80.8);background:linear-gradient(var(--bg-gradient-deg, 140deg), #c71c22 var(--bg-gradient-start, 36%), #20c997 var(--bg-gradient-end, 180%)) rgb(132.2,97.2,80.8);color:#fff}.bg-gradient-red-cyan{--bslib-color-fg: #fff;--bslib-color-bg: rgb(138.2, 82.4, 112.8);background:linear-gradient(var(--bg-gradient-deg, 140deg), #c71c22 var(--bg-gradient-start, 36%), #2fa4e7 var(--bg-gradient-end, 180%)) rgb(138.2,82.4,112.8);color:#fff}.bg-gradient-orange-blue{--bslib-color-fg: #fff;--bslib-color-bg: rgb(153, 99.6, 58);background:linear-gradient(var(--bg-gradient-deg, 140deg), #fd7e14 var(--bg-gradient-start, 36%), #033c73 var(--bg-gradient-end, 180%)) rgb(153,99.6,58);color:#fff}.bg-gradient-orange-indigo{--bslib-color-fg: #fff;--bslib-color-bg: rgb(192.6, 82, 108.8);background:linear-gradient(var(--bg-gradient-deg, 140deg), #fd7e14 var(--bg-gradient-start, 36%), #6610f2 var(--bg-gradient-end, 180%)) rgb(192.6,82,108.8);color:#fff}.bg-gradient-orange-purple{--bslib-color-fg: #fff;--bslib-color-bg: rgb(196.2, 102, 89.2);background:linear-gradient(var(--bg-gradient-deg, 140deg), #fd7e14 var(--bg-gradient-start, 36%), #6f42c1 var(--bg-gradient-end, 180%)) rgb(196.2,102,89.2);color:#fff}.bg-gradient-orange-pink{--bslib-color-fg: #fff;--bslib-color-bg: rgb(244.6, 100.4, 68);background:linear-gradient(var(--bg-gradient-deg, 140deg), #fd7e14 var(--bg-gradient-start, 36%), #e83e8c var(--bg-gradient-end, 180%)) rgb(244.6,100.4,68);color:#fff}.bg-gradient-orange-red{--bslib-color-fg: #fff;--bslib-color-bg: rgb(231.4, 86.8, 25.6);background:linear-gradient(var(--bg-gradient-deg, 140deg), #fd7e14 var(--bg-gradient-start, 36%), #c71c22 var(--bg-gradient-end, 180%)) rgb(231.4,86.8,25.6);color:#fff}.bg-gradient-orange-yellow{--bslib-color-fg: #fff;--bslib-color-bg: rgb(240.2, 110, 12);background:linear-gradient(var(--bg-gradient-deg, 140deg), #fd7e14 var(--bg-gradient-start, 36%), #dd5600 var(--bg-gradient-end, 180%)) rgb(240.2,110,12);color:#fff}.bg-gradient-orange-green{--bslib-color-fg: #fff;--bslib-color-bg: rgb(197.8, 142.8, 34.8);background:linear-gradient(var(--bg-gradient-deg, 140deg), #fd7e14 var(--bg-gradient-start, 36%), #73a839 var(--bg-gradient-end, 180%)) rgb(197.8,142.8,34.8);color:#fff}.bg-gradient-orange-teal{--bslib-color-fg: #fff;--bslib-color-bg: rgb(164.6, 156, 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.value-box-showcase{padding-left:1rem}}.bslib-value-box.showcase-left-center .value-box-grid{grid-template-columns:var(---bslib-value-box-showcase-w, 30%) auto}.bslib-value-box.showcase-left-center[data-full-screen=true] .value-box-grid{grid-template-columns:var(---bslib-value-box-showcase-w-fs, 1fr) auto}.bslib-value-box.showcase-left-center:not([data-fill-screen=true]) .value-box-grid .value-box-showcase{grid-area:left}.bslib-value-box.showcase-left-center:not([data-fill-screen=true]) .value-box-grid .value-box-area{grid-area:right}.bslib-value-box.showcase-bottom .value-box-grid{grid-template-columns:1fr;grid-template-rows:1fr var(---bslib-value-box-showcase-h, auto);grid-template-areas:"top" "bottom";overflow:hidden}.bslib-value-box.showcase-bottom .value-box-grid .value-box-showcase{grid-area:bottom;padding:0;margin:0}.bslib-value-box.showcase-bottom .value-box-grid .value-box-area{grid-area:top}.bslib-value-box.showcase-bottom[data-full-screen=true] 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!important}}.bslib-full-screen-exit{position:relative;top:1.35rem;font-size:.9rem;cursor:pointer;text-decoration:none;display:flex;float:right;margin-right:2.15rem;align-items:center;color:rgba(var(--bs-body-bg-rgb), 0.8)}.bslib-full-screen-exit:hover{color:rgba(var(--bs-body-bg-rgb), 1)}.bslib-full-screen-exit svg{margin-left:.5rem;font-size:1.5rem}#bslib-full-screen-overlay{position:fixed;inset:0;background-color:rgba(var(--bs-body-color-rgb), 0.6);backdrop-filter:blur(2px);-webkit-backdrop-filter:blur(2px);z-index:1069;animation:bslib-full-screen-overlay-enter 400ms cubic-bezier(0.6, 0.02, 0.65, 1) forwards}@keyframes bslib-full-screen-overlay-enter{0%{opacity:0}100%{opacity:1}}.bslib-grid{display:grid !important;gap:var(--bslib-spacer, 1rem);height:var(--bslib-grid-height)}.bslib-grid.grid{grid-template-columns:repeat(var(--bs-columns, 12), minmax(0, 1fr));grid-template-rows:unset;grid-auto-rows:var(--bslib-grid--row-heights);--bslib-grid--row-heights--xs: 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.accordion-button:not(.collapsed):focus{box-shadow:var(--bs-accordion-btn-focus-box-shadow)}.navbar+.container-fluid:has(>.tab-content>.tab-pane.active.html-fill-container),.navbar+.container-sm:has(>.tab-content>.tab-pane.active.html-fill-container),.navbar+.container-md:has(>.tab-content>.tab-pane.active.html-fill-container),.navbar+.container-lg:has(>.tab-content>.tab-pane.active.html-fill-container),.navbar+.container-xl:has(>.tab-content>.tab-pane.active.html-fill-container),.navbar+.container-xxl:has(>.tab-content>.tab-pane.active.html-fill-container){padding-left:0;padding-right:0}.navbar+.container-fluid>.tab-content>.tab-pane.active.html-fill-container,.navbar+.container-sm>.tab-content>.tab-pane.active.html-fill-container,.navbar+.container-md>.tab-content>.tab-pane.active.html-fill-container,.navbar+.container-lg>.tab-content>.tab-pane.active.html-fill-container,.navbar+.container-xl>.tab-content>.tab-pane.active.html-fill-container,.navbar+.container-xxl>.tab-content>.tab-pane.active.html-fill-container{padding:var(--bslib-spacer, 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rgb(243.8, 209.6, 210.8);--quarto-scss-export-red-200: rgb(232.6, 164.2, 166.6);--quarto-scss-export-red-300: rgb(221.4, 118.8, 122.4);--quarto-scss-export-red-400: rgb(210.2, 73.4, 78.2);--quarto-scss-export-red-500: #c71c22;--quarto-scss-export-red-600: rgb(159.2, 22.4, 27.2);--quarto-scss-export-red-700: rgb(119.4, 16.8, 20.4);--quarto-scss-export-red-800: rgb(79.6, 11.2, 13.6);--quarto-scss-export-red-900: rgb(39.8, 5.6, 6.8);--quarto-scss-export-orange-100: rgb(254.6, 229.2, 208);--quarto-scss-export-orange-200: rgb(254.2, 203.4, 161);--quarto-scss-export-orange-300: rgb(253.8, 177.6, 114);--quarto-scss-export-orange-400: rgb(253.4, 151.8, 67);--quarto-scss-export-orange-500: #fd7e14;--quarto-scss-export-orange-600: rgb(202.4, 100.8, 16);--quarto-scss-export-orange-700: rgb(151.8, 75.6, 12);--quarto-scss-export-orange-800: rgb(101.2, 50.4, 8);--quarto-scss-export-orange-900: rgb(50.6, 25.2, 4);--quarto-scss-export-yellow-100: rgb(248.2, 221.2, 204);--quarto-scss-export-yellow-200: rgb(241.4, 187.4, 153);--quarto-scss-export-yellow-300: rgb(234.6, 153.6, 102);--quarto-scss-export-yellow-400: rgb(227.8, 119.8, 51);--quarto-scss-export-yellow-500: #dd5600;--quarto-scss-export-yellow-600: rgb(176.8, 68.8, 0);--quarto-scss-export-yellow-700: rgb(132.6, 51.6, 0);--quarto-scss-export-yellow-800: rgb(88.4, 34.4, 0);--quarto-scss-export-yellow-900: rgb(44.2, 17.2, 0);--quarto-scss-export-green-100: rgb(227, 237.6, 215.4);--quarto-scss-export-green-200: rgb(199, 220.2, 175.8);--quarto-scss-export-green-300: rgb(171, 202.8, 136.2);--quarto-scss-export-green-400: rgb(143, 185.4, 96.6);--quarto-scss-export-green-500: #73a839;--quarto-scss-export-green-600: rgb(92, 134.4, 45.6);--quarto-scss-export-green-700: rgb(69, 100.8, 34.2);--quarto-scss-export-green-800: rgb(46, 67.2, 22.8);--quarto-scss-export-green-900: rgb(23, 33.6, 11.4);--quarto-scss-export-teal-100: rgb(210.4, 244.2, 234.2);--quarto-scss-export-teal-200: rgb(165.8, 233.4, 213.4);--quarto-scss-export-teal-300: rgb(121.2, 222.6, 192.6);--quarto-scss-export-teal-400: rgb(76.6, 211.8, 171.8);--quarto-scss-export-teal-500: #20c997;--quarto-scss-export-teal-600: rgb(25.6, 160.8, 120.8);--quarto-scss-export-teal-700: rgb(19.2, 120.6, 90.6);--quarto-scss-export-teal-800: rgb(12.8, 80.4, 60.4);--quarto-scss-export-teal-900: rgb(6.4, 40.2, 30.2);--quarto-scss-export-cyan-100: rgb(213.4, 236.8, 250.2);--quarto-scss-export-cyan-200: rgb(171.8, 218.6, 245.4);--quarto-scss-export-cyan-300: rgb(130.2, 200.4, 240.6);--quarto-scss-export-cyan-400: rgb(88.6, 182.2, 235.8);--quarto-scss-export-cyan-500: #2fa4e7;--quarto-scss-export-cyan-600: rgb(37.6, 131.2, 184.8);--quarto-scss-export-cyan-700: rgb(28.2, 98.4, 138.6);--quarto-scss-export-cyan-800: rgb(18.8, 65.6, 92.4);--quarto-scss-export-cyan-900: rgb(9.4, 32.8, 46.2);--quarto-scss-export-default: #e9ecef;--quarto-scss-export-primary-text-emphasis: rgb(18.8, 65.6, 92.4);--quarto-scss-export-secondary-text-emphasis: rgb(93.2, 94.4, 95.6);--quarto-scss-export-success-text-emphasis: rgb(46, 67.2, 22.8);--quarto-scss-export-info-text-emphasis: rgb(1.2, 24, 46);--quarto-scss-export-warning-text-emphasis: rgb(88.4, 34.4, 0);--quarto-scss-export-danger-text-emphasis: rgb(79.6, 11.2, 13.6);--quarto-scss-export-light-text-emphasis: #495057;--quarto-scss-export-dark-text-emphasis: #495057;--quarto-scss-export-primary-bg-subtle: rgb(213.4, 236.8, 250.2);--quarto-scss-export-secondary-bg-subtle: rgb(250.6, 251.2, 251.8);--quarto-scss-export-success-bg-subtle: rgb(227, 237.6, 215.4);--quarto-scss-export-info-bg-subtle: rgb(204.6, 216, 227);--quarto-scss-export-warning-bg-subtle: rgb(248.2, 221.2, 204);--quarto-scss-export-danger-bg-subtle: rgb(243.8, 209.6, 210.8);--quarto-scss-export-light-bg-subtle: rgb(251.5, 252, 252.5);--quarto-scss-export-dark-bg-subtle: #ced4da;--quarto-scss-export-primary-border-subtle: rgb(171.8, 218.6, 245.4);--quarto-scss-export-secondary-border-subtle: rgb(246.2, 247.4, 248.6);--quarto-scss-export-success-border-subtle: rgb(199, 220.2, 175.8);--quarto-scss-export-info-border-subtle: rgb(154.2, 177, 199);--quarto-scss-export-warning-border-subtle: rgb(241.4, 187.4, 153);--quarto-scss-export-danger-border-subtle: rgb(232.6, 164.2, 166.6);--quarto-scss-export-light-border-subtle: #e9ecef;--quarto-scss-export-dark-border-subtle: #adb5bd;--quarto-scss-export-body-text-align: ;--quarto-scss-export-body-bg: #fff;--quarto-scss-export-body-secondary-color: rgba(73, 80, 87, 0.75);--quarto-scss-export-body-secondary-bg: #e9ecef;--quarto-scss-export-body-tertiary-color: rgba(73, 80, 87, 0.5);--quarto-scss-export-body-tertiary-bg: #f8f9fa;--quarto-scss-export-body-emphasis-color: #000;--quarto-scss-export-link-hover-color: rgb(37.6, 131.2, 184.8);--quarto-scss-export-link-hover-decoration: ;--quarto-scss-export-border-color-translucent: rgba(0, 0, 0, 0.175);--quarto-scss-export-component-active-bg: #2fa4e7;--quarto-scss-export-component-active-color: #fff;--quarto-scss-export-focus-ring-color: rgba(47, 164, 231, 0.25);--quarto-scss-export-headings-font-family: ;--quarto-scss-export-headings-font-style: ;--quarto-scss-export-display-font-family: ;--quarto-scss-export-display-font-style: ;--quarto-scss-export-blockquote-footer-color: #6c757d;--quarto-scss-export-blockquote-border-color: #e9ecef;--quarto-scss-export-hr-bg-color: ;--quarto-scss-export-hr-height: ;--quarto-scss-export-hr-border-color: ;--quarto-scss-export-legend-font-weight: ;--quarto-scss-export-mark-bg: rgb(248.2, 221.2, 204);--quarto-scss-export-table-color: #495057;--quarto-scss-export-table-bg: #fff;--quarto-scss-export-table-accent-bg: transparent;--quarto-scss-export-table-th-font-weight: ;--quarto-scss-export-table-striped-color: #495057;--quarto-scss-export-table-striped-bg: rgba(0, 0, 0, 0.05);--quarto-scss-export-table-active-color: #495057;--quarto-scss-export-table-active-bg: rgba(0, 0, 0, 0.1);--quarto-scss-export-table-hover-color: #495057;--quarto-scss-export-table-hover-bg: rgba(0, 0, 0, 0.075);--quarto-scss-export-table-caption-color: rgba(73, 80, 87, 0.75);--quarto-scss-export-input-btn-font-family: ;--quarto-scss-export-input-btn-focus-color: rgba(47, 164, 231, 0.25);--quarto-scss-export-btn-color: #495057;--quarto-scss-export-btn-font-family: ;--quarto-scss-export-btn-white-space: ;--quarto-scss-export-btn-link-color: #2fa4e7;--quarto-scss-export-btn-link-hover-color: rgb(37.6, 131.2, 184.8);--quarto-scss-export-btn-link-disabled-color: #6c757d;--quarto-scss-export-form-text-font-style: ;--quarto-scss-export-form-text-font-weight: ;--quarto-scss-export-form-text-color: rgba(73, 80, 87, 0.75);--quarto-scss-export-form-label-font-size: ;--quarto-scss-export-form-label-font-style: ;--quarto-scss-export-form-label-font-weight: ;--quarto-scss-export-form-label-color: ;--quarto-scss-export-input-font-family: ;--quarto-scss-export-input-disabled-color: ;--quarto-scss-export-input-disabled-bg: #e9ecef;--quarto-scss-export-input-disabled-border-color: ;--quarto-scss-export-input-color: #495057;--quarto-scss-export-input-focus-bg: #fff;--quarto-scss-export-input-focus-border-color: rgb(151, 209.5, 243);--quarto-scss-export-input-focus-color: #495057;--quarto-scss-export-input-placeholder-color: rgba(73, 80, 87, 0.75);--quarto-scss-export-input-plaintext-color: #495057;--quarto-scss-export-form-check-label-color: ;--quarto-scss-export-form-check-transition: ;--quarto-scss-export-form-check-input-bg: #fff;--quarto-scss-export-form-check-input-focus-border: rgb(151, 209.5, 243);--quarto-scss-export-form-check-input-checked-color: #fff;--quarto-scss-export-form-check-input-checked-bg-color: #2fa4e7;--quarto-scss-export-form-check-input-checked-border-color: #2fa4e7;--quarto-scss-export-form-check-input-indeterminate-color: #fff;--quarto-scss-export-form-check-input-indeterminate-bg-color: #2fa4e7;--quarto-scss-export-form-check-input-indeterminate-border-color: #2fa4e7;--quarto-scss-export-form-switch-color: rgba(0, 0, 0, 0.25);--quarto-scss-export-form-switch-focus-color: rgb(151, 209.5, 243);--quarto-scss-export-form-switch-checked-color: #fff;--quarto-scss-export-input-group-addon-color: #495057;--quarto-scss-export-input-group-addon-bg: #f8f9fa;--quarto-scss-export-input-group-addon-border-color: #dee2e6;--quarto-scss-export-form-select-font-family: ;--quarto-scss-export-form-select-color: #495057;--quarto-scss-export-form-select-bg: #fff;--quarto-scss-export-form-select-disabled-color: ;--quarto-scss-export-form-select-disabled-bg: #e9ecef;--quarto-scss-export-form-select-disabled-border-color: ;--quarto-scss-export-form-select-indicator-color: #343a40;--quarto-scss-export-form-select-border-color: #dee2e6;--quarto-scss-export-form-select-focus-border-color: rgb(151, 209.5, 243);--quarto-scss-export-form-range-track-bg: #f8f9fa;--quarto-scss-export-form-range-thumb-bg: #2fa4e7;--quarto-scss-export-form-range-thumb-active-bg: rgb(192.6, 227.7, 247.8);--quarto-scss-export-form-range-thumb-disabled-bg: rgba(73, 80, 87, 0.75);--quarto-scss-export-form-file-button-color: #495057;--quarto-scss-export-form-file-button-bg: #f8f9fa;--quarto-scss-export-form-file-button-hover-bg: #e9ecef;--quarto-scss-export-form-floating-label-disabled-color: #6c757d;--quarto-scss-export-form-feedback-font-style: ;--quarto-scss-export-form-feedback-valid-color: #73a839;--quarto-scss-export-form-feedback-invalid-color: #c71c22;--quarto-scss-export-form-feedback-icon-valid-color: #73a839;--quarto-scss-export-form-feedback-icon-invalid-color: #c71c22;--quarto-scss-export-form-valid-color: #73a839;--quarto-scss-export-form-valid-border-color: #73a839;--quarto-scss-export-form-invalid-color: #c71c22;--quarto-scss-export-form-invalid-border-color: #c71c22;--quarto-scss-export-nav-link-font-size: ;--quarto-scss-export-nav-link-font-weight: ;--quarto-scss-export-nav-link-color: #2fa4e7;--quarto-scss-export-nav-link-hover-color: rgb(37.6, 131.2, 184.8);--quarto-scss-export-nav-link-disabled-color: rgba(73, 80, 87, 0.75);--quarto-scss-export-nav-tabs-border-color: #dee2e6;--quarto-scss-export-nav-tabs-link-hover-border-color: #e9ecef #e9ecef #dee2e6;--quarto-scss-export-nav-tabs-link-active-color: #000;--quarto-scss-export-nav-tabs-link-active-bg: #fff;--quarto-scss-export-nav-pills-link-active-bg: #2fa4e7;--quarto-scss-export-nav-pills-link-active-color: #fff;--quarto-scss-export-nav-underline-link-active-color: #000;--quarto-scss-export-navbar-padding-x: ;--quarto-scss-export-navbar-light-contrast: #fff;--quarto-scss-export-navbar-dark-contrast: #fff;--quarto-scss-export-navbar-light-icon-color: rgba(255, 255, 255, 0.75);--quarto-scss-export-navbar-dark-icon-color: rgba(255, 255, 255, 0.75);--quarto-scss-export-dropdown-color: #495057;--quarto-scss-export-dropdown-bg: #fff;--quarto-scss-export-dropdown-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-dropdown-divider-bg: rgba(0, 0, 0, 0.175);--quarto-scss-export-dropdown-link-active-bg: #2fa4e7;--quarto-scss-export-dropdown-link-active-color: #fff;--quarto-scss-export-dropdown-link-disabled-color: rgba(73, 80, 87, 0.5);--quarto-scss-export-dropdown-header-color: #6c757d;--quarto-scss-export-dropdown-dark-color: #dee2e6;--quarto-scss-export-dropdown-dark-bg: #343a40;--quarto-scss-export-dropdown-dark-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-dropdown-dark-divider-bg: rgba(0, 0, 0, 0.175);--quarto-scss-export-dropdown-dark-box-shadow: ;--quarto-scss-export-dropdown-dark-link-color: #dee2e6;--quarto-scss-export-dropdown-dark-link-hover-color: #fff;--quarto-scss-export-dropdown-dark-link-hover-bg: rgba(255, 255, 255, 0.15);--quarto-scss-export-dropdown-dark-link-active-color: #fff;--quarto-scss-export-dropdown-dark-link-active-bg: #2fa4e7;--quarto-scss-export-dropdown-dark-link-disabled-color: #adb5bd;--quarto-scss-export-dropdown-dark-header-color: #adb5bd;--quarto-scss-export-pagination-color: #2fa4e7;--quarto-scss-export-pagination-bg: #fff;--quarto-scss-export-pagination-border-color: #dee2e6;--quarto-scss-export-pagination-focus-color: rgb(37.6, 131.2, 184.8);--quarto-scss-export-pagination-focus-bg: #e9ecef;--quarto-scss-export-pagination-hover-color: rgb(37.6, 131.2, 184.8);--quarto-scss-export-pagination-hover-bg: #f8f9fa;--quarto-scss-export-pagination-hover-border-color: #dee2e6;--quarto-scss-export-pagination-active-color: #fff;--quarto-scss-export-pagination-active-bg: #2fa4e7;--quarto-scss-export-pagination-active-border-color: #2fa4e7;--quarto-scss-export-pagination-disabled-color: rgba(73, 80, 87, 0.75);--quarto-scss-export-pagination-disabled-bg: #e9ecef;--quarto-scss-export-pagination-disabled-border-color: #dee2e6;--quarto-scss-export-card-title-color: ;--quarto-scss-export-card-subtitle-color: ;--quarto-scss-export-card-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-card-box-shadow: ;--quarto-scss-export-card-cap-color: ;--quarto-scss-export-card-height: ;--quarto-scss-export-card-color: ;--quarto-scss-export-card-bg: #fff;--quarto-scss-export-accordion-color: #495057;--quarto-scss-export-accordion-bg: #fff;--quarto-scss-export-accordion-border-color: #dee2e6;--quarto-scss-export-accordion-button-color: #495057;--quarto-scss-export-accordion-button-bg: #fff;--quarto-scss-export-accordion-button-active-bg: rgb(213.4, 236.8, 250.2);--quarto-scss-export-accordion-button-active-color: rgb(18.8, 65.6, 92.4);--quarto-scss-export-accordion-button-focus-border-color: rgb(151, 209.5, 243);--quarto-scss-export-accordion-icon-color: #495057;--quarto-scss-export-accordion-icon-active-color: rgb(18.8, 65.6, 92.4);--quarto-scss-export-tooltip-color: #fff;--quarto-scss-export-tooltip-bg: #000;--quarto-scss-export-tooltip-margin: ;--quarto-scss-export-tooltip-arrow-color: ;--quarto-scss-export-form-feedback-tooltip-line-height: ;--quarto-scss-export-popover-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-popover-header-bg: #e9ecef;--quarto-scss-export-popover-header-color: #2fa4e7;--quarto-scss-export-popover-body-color: #495057;--quarto-scss-export-popover-arrow-color: #fff;--quarto-scss-export-popover-arrow-outer-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-toast-color: ;--quarto-scss-export-toast-background-color: rgba(255, 255, 255, 0.85);--quarto-scss-export-toast-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-toast-header-color: rgba(73, 80, 87, 0.75);--quarto-scss-export-toast-header-background-color: rgba(255, 255, 255, 0.85);--quarto-scss-export-toast-header-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-badge-color: #fff;--quarto-scss-export-modal-content-color: ;--quarto-scss-export-modal-content-bg: #fff;--quarto-scss-export-modal-content-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-modal-backdrop-bg: #000;--quarto-scss-export-modal-header-border-color: #dee2e6;--quarto-scss-export-modal-footer-bg: ;--quarto-scss-export-modal-footer-border-color: #dee2e6;--quarto-scss-export-progress-bg: #e9ecef;--quarto-scss-export-progress-bar-color: #fff;--quarto-scss-export-progress-bar-bg: #2fa4e7;--quarto-scss-export-list-group-color: #495057;--quarto-scss-export-list-group-bg: #fff;--quarto-scss-export-list-group-border-color: #dee2e6;--quarto-scss-export-list-group-hover-bg: #f8f9fa;--quarto-scss-export-list-group-active-bg: #2fa4e7;--quarto-scss-export-list-group-active-color: #fff;--quarto-scss-export-list-group-active-border-color: #2fa4e7;--quarto-scss-export-list-group-disabled-color: rgba(73, 80, 87, 0.75);--quarto-scss-export-list-group-disabled-bg: #fff;--quarto-scss-export-list-group-action-color: rgba(73, 80, 87, 0.75);--quarto-scss-export-list-group-action-hover-color: #000;--quarto-scss-export-list-group-action-active-color: #495057;--quarto-scss-export-list-group-action-active-bg: #e9ecef;--quarto-scss-export-thumbnail-bg: #fff;--quarto-scss-export-thumbnail-border-color: #dee2e6;--quarto-scss-export-figure-caption-color: rgba(73, 80, 87, 0.75);--quarto-scss-export-breadcrumb-font-size: ;--quarto-scss-export-breadcrumb-bg: ;--quarto-scss-export-breadcrumb-divider-color: rgba(73, 80, 87, 0.75);--quarto-scss-export-breadcrumb-active-color: rgba(73, 80, 87, 0.75);--quarto-scss-export-breadcrumb-border-radius: ;--quarto-scss-export-carousel-control-color: #fff;--quarto-scss-export-carousel-indicator-active-bg: #fff;--quarto-scss-export-carousel-caption-color: #fff;--quarto-scss-export-carousel-dark-indicator-active-bg: #000;--quarto-scss-export-carousel-dark-caption-color: #000;--quarto-scss-export-btn-close-color: #000;--quarto-scss-export-offcanvas-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-offcanvas-bg-color: #fff;--quarto-scss-export-offcanvas-color: #495057;--quarto-scss-export-offcanvas-backdrop-bg: #000;--quarto-scss-export-code-color-dark: white;--quarto-scss-export-kbd-color: #fff;--quarto-scss-export-kbd-bg: 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diff --git a/docs/sitemap.xml b/docs/sitemap.xml
index 8e8a2ff..c599996 100644
--- a/docs/sitemap.xml
+++ b/docs/sitemap.xml
@@ -6,42 +6,42 @@
   </url>
   <url>
     <loc>https://ds100.org/debugging-guide/jupyter101/jupyter101.html</loc>
-    <lastmod>2025-12-16T01:39:20.397Z</lastmod>
+    <lastmod>2025-12-16T02:19:04.567Z</lastmod>
   </url>
   <url>
     <loc>https://ds100.org/debugging-guide/jupyter_datahub/jupyter_datahub.html</loc>
-    <lastmod>2025-12-16T01:45:31.505Z</lastmod>
+    <lastmod>2025-12-16T02:19:26.577Z</lastmod>
   </url>
   <url>
     <loc>https://ds100.org/debugging-guide/autograder_gradescope/autograder_gradescope.html</loc>
-    <lastmod>2025-12-16T01:53:11.283Z</lastmod>
+    <lastmod>2025-12-16T02:19:25.158Z</lastmod>
   </url>
   <url>
     <loc>https://ds100.org/debugging-guide/pandas/pandas.html</loc>
-    <lastmod>2025-12-16T01:55:21.182Z</lastmod>
+    <lastmod>2025-12-16T02:18:54.937Z</lastmod>
   </url>
   <url>
     <loc>https://ds100.org/debugging-guide/regex/regex.html</loc>
-    <lastmod>2025-12-16T02:01:26.366Z</lastmod>
+    <lastmod>2025-12-16T02:18:11.043Z</lastmod>
   </url>
   <url>
     <loc>https://ds100.org/debugging-guide/visualizations/visualizations.html</loc>
-    <lastmod>2025-12-16T02:05:04.464Z</lastmod>
+    <lastmod>2025-12-16T02:17:25.163Z</lastmod>
   </url>
   <url>
     <loc>https://ds100.org/debugging-guide/projA1/projA1.html</loc>
-    <lastmod>2025-11-26T08:06:31.402Z</lastmod>
+    <lastmod>2025-12-16T02:18:41.865Z</lastmod>
   </url>
   <url>
     <loc>https://ds100.org/debugging-guide/projA2/projA2.html</loc>
-    <lastmod>2025-12-16T02:10:52.928Z</lastmod>
+    <lastmod>2025-12-16T02:18:42.722Z</lastmod>
   </url>
   <url>
     <loc>https://ds100.org/debugging-guide/sql/sql.html</loc>
-    <lastmod>2025-12-16T02:13:36.119Z</lastmod>
+    <lastmod>2025-12-16T02:18:00.060Z</lastmod>
   </url>
   <url>
     <loc>https://ds100.org/debugging-guide/Data-100-Debugging-Guide.pdf</loc>
-    <lastmod>2025-12-16T02:14:02.722Z</lastmod>
+    <lastmod>2025-12-16T02:20:05.715Z</lastmod>
   </url>
 </urlset>
diff --git a/docs/sql/sql.html b/docs/sql/sql.html
index 1ad2ad6..c05c700 100644
--- a/docs/sql/sql.html
+++ b/docs/sql/sql.html
@@ -42,7 +42,7 @@
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 <script src="../site_libs/bootstrap/bootstrap.min.js"></script>
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-<link href="../site_libs/bootstrap/bootstrap-48faffd076f6e246ab7435acea77d2f2.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
+<link href="../site_libs/bootstrap/bootstrap-99913b7803b80b0c1d2b970a25816663.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
 <script id="quarto-search-options" type="application/json">{
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diff --git a/docs/visualizations/visualizations.html b/docs/visualizations/visualizations.html
index 15d7f93..d2f0037 100644
--- a/docs/visualizations/visualizations.html
+++ b/docs/visualizations/visualizations.html
@@ -43,7 +43,7 @@
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 <script src="../site_libs/bootstrap/bootstrap.min.js"></script>
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-<link href="../site_libs/bootstrap/bootstrap-48faffd076f6e246ab7435acea77d2f2.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
+<link href="../site_libs/bootstrap/bootstrap-99913b7803b80b0c1d2b970a25816663.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
 <script id="quarto-search-options" type="application/json">{
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diff --git a/jupyter101/jupyter101.md b/jupyter101/jupyter101.md
index 6cca05a..8c8fb57 100644
--- a/jupyter101/jupyter101.md
+++ b/jupyter101/jupyter101.md
@@ -2,14 +2,8 @@
 title: Jupyter 101
 format:
   html:
-    toc: true
-    toc-depth: 5
     toc-location: right
     code-fold: false
-    theme:
-      - cosmo
-      - cerulean
-    callout-icon: false
 jupyter:
   jupytext:
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diff --git a/jupyter_datahub/jupyter_datahub.md b/jupyter_datahub/jupyter_datahub.md
index 97b2012..9a25704 100644
--- a/jupyter_datahub/jupyter_datahub.md
+++ b/jupyter_datahub/jupyter_datahub.md
@@ -2,14 +2,8 @@
 title: Jupyter / Datahub
 format:
   html:
-    toc: true
-    toc-depth: 5
     toc-location: right
     code-fold: false
-    theme:
-      - cosmo
-      - cerulean
-    callout-icon: false
 jupyter:
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diff --git a/pandas/pandas.md b/pandas/pandas.md
index 60dffc0..526b356 100644
--- a/pandas/pandas.md
+++ b/pandas/pandas.md
@@ -2,14 +2,8 @@
 title: Pandas
 format:
   html:
-    toc: true
-    toc-depth: 5
     toc-location: right
     code-fold: false
-    theme:
-      - cosmo
-      - cerulean
-    callout-icon: false
 jupyter: python3
 ---
 
diff --git a/projA1/projA1.md b/projA1/projA1.md
index ae275d2..5d11d2d 100644
--- a/projA1/projA1.md
+++ b/projA1/projA1.md
@@ -2,14 +2,8 @@
 title: Project A1 Common Questions
 format:
   html:
-    toc: true
-    toc-depth: 5
     toc-location: right
     code-fold: false
-    theme:
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-      - cerulean
-    callout-icon: false
 jupyter: python3
 ---
 
diff --git a/projA2/projA2.md b/projA2/projA2.md
index 63ab7c3..26656ab 100644
--- a/projA2/projA2.md
+++ b/projA2/projA2.md
@@ -2,14 +2,7 @@
 title: Project A2 Common Questions
 format:
   html:
-    toc: true
-    toc-depth: 5
-    toc-location: right
     code-fold: false
-    theme:
-      - cosmo
-      - cerulean
-    callout-icon: false
 jupyter: python3
 ---
 
diff --git a/regex/regex.md b/regex/regex.md
index a7d243c..920c3ba 100644
--- a/regex/regex.md
+++ b/regex/regex.md
@@ -2,14 +2,8 @@
 title: RegEx
 format:
   html:
-    toc: true
-    toc-depth: 5
     toc-location: right
     code-fold: false
-    theme:
-      - cosmo
-      - cerulean
-    callout-icon: false
 jupyter: python3
 ---
 
diff --git a/sql/sql.md b/sql/sql.md
index 4e64f1b..7794967 100644
--- a/sql/sql.md
+++ b/sql/sql.md
@@ -2,14 +2,8 @@
 title: SQL Common Errors
 format:
   html:
-    toc: true
-    toc-depth: 5
     toc-location: right
     code-fold: false
-    theme:
-      - cosmo
-      - cerulean
-    callout-icon: false
 jupyter:
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diff --git a/visualizations/visualizations.md b/visualizations/visualizations.md
index 3fa5738..5bcadb7 100644
--- a/visualizations/visualizations.md
+++ b/visualizations/visualizations.md
@@ -2,14 +2,8 @@
 title: Visualizations
 format:
   html:
-    toc: true
-    toc-depth: 5
     toc-location: right
     code-fold: false
-    theme:
-      - cosmo
-      - cerulean
-    callout-icon: false
 jupyter: python3
 ---
 

From 44d7028d8fed3451f90e2b849810857efcde8805 Mon Sep 17 00:00:00 2001
From: Silas Santini <70163606+pancakereport@users.noreply.github.com>
Date: Mon, 15 Dec 2025 18:22:29 -0800
Subject: [PATCH 05/11] type is website

---
 _quarto.yml                                   |   2 +-
 docs/Data-100-Debugging-Guide.pdf             | Bin 158697 -> 0 bytes
 .../autograder_gradescope.html                | 119 +----
 docs/data100_logo.png                         | Bin 207832 -> 0 bytes
 docs/index.html                               | 146 +-----
 docs/index.pdf                                | Bin 0 -> 12949 bytes
 docs/jupyter101/jupyter101.html               | 119 +----
 docs/jupyter_datahub/jupyter_datahub.html     | 119 +----
 docs/pandas/pandas.html                       | 119 +----
 docs/projA1/projA1.html                       | 119 +----
 docs/projA2/projA2.html                       | 119 +----
 docs/regex/regex.html                         | 119 +----
 docs/robots.txt                               |   1 -
 docs/search.json                              | 477 +++++++-----------
 ...-ff63373b1067ca6f91cf1456aa1f00a2.min.css} |   2 +-
 docs/site_libs/quarto-nav/headroom.min.js     |   7 -
 docs/sitemap.xml                              |  47 --
 docs/sql/sql.html                             | 115 +----
 docs/visualizations/visualizations.html       | 119 +----
 19 files changed, 246 insertions(+), 1503 deletions(-)
 delete mode 100644 docs/Data-100-Debugging-Guide.pdf
 delete mode 100644 docs/data100_logo.png
 create mode 100644 docs/index.pdf
 delete mode 100644 docs/robots.txt
 rename docs/site_libs/bootstrap/{bootstrap-99913b7803b80b0c1d2b970a25816663.min.css => bootstrap-ff63373b1067ca6f91cf1456aa1f00a2.min.css} (83%)
 delete mode 100644 docs/site_libs/quarto-nav/headroom.min.js
 delete mode 100644 docs/sitemap.xml

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index 9e6b454..a531702 100644
--- a/_quarto.yml
+++ b/_quarto.yml
@@ -1,5 +1,5 @@
 project:
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+  type: website
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 book:
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-    <div class="quarto-title-meta-contents">
-             <p>Yash Dave </p>
-             <p>Lillian Weng </p>
-             <p>Wesley Zheng </p>
-             <p>Emrie Loh </p>
-          </div>
-  </div>
-    
-  
-    
-  </div>
-  
+<main class="content" id="quarto-document-content"><header id="title-block-header" class="quarto-title-block"></header>
 
 
-</header>
 
 
 <section id="about" class="level1 unnumbered">
@@ -346,7 +225,7 @@ <h1 class="unnumbered">About</h1>
     }
       var localhostRegex = new RegExp(/^(?:http|https):\/\/localhost\:?[0-9]*\//);
       var mailtoRegex = new RegExp(/^mailto:/);
-        var filterRegex = new RegExp("https:\/\/ds100\.org\/debugging-guide\/");
+        var filterRegex = new RegExp('/' + window.location.host + '/');
       var isInternal = (href) => {
           return filterRegex.test(href) || localhostRegex.test(href) || mailtoRegex.test(href);
       }
@@ -673,15 +552,6 @@ <h1 class="unnumbered">About</h1>
     }
   });
   </script>
-<nav class="page-navigation">
-  <div class="nav-page nav-page-previous">
-  </div>
-  <div class="nav-page nav-page-next">
-      <a href="./jupyter101/jupyter101.html" class="pagination-link" aria-label="Jupyter 101">
-        <span class="nav-page-text"><span class="chapter-title">Jupyter 101</span></span> <i class="bi bi-arrow-right-short"></i>
-      </a>
-  </div>
-</nav>
 </div> <!-- /content -->
 
 
diff --git a/docs/index.pdf b/docs/index.pdf
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-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../projA2/projA2.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">Project A2 Common Questions</span></a>
-  </div>
-</li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../sql/sql.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">SQL Common Errors</span></a>
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-<div id="quarto-sidebar-glass" class="quarto-sidebar-collapse-item" data-bs-toggle="collapse" data-bs-target=".quarto-sidebar-collapse-item"></div>
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     <div id="quarto-margin-sidebar" class="sidebar margin-sidebar">
         <nav id="TOC" role="doc-toc" class="toc-active" data-toc-expanded="3">
-    <h2 id="toc-title">Table of contents</h2>
+    <h2 id="toc-title">On this page</h2>
    
   <ul>
   <li><a href="#shortcuts-for-cells" id="toc-shortcuts-for-cells" class="nav-link active" data-scroll-target="#shortcuts-for-cells">Shortcuts for Cells</a></li>
@@ -189,7 +96,7 @@ <h2 id="toc-title">Table of contents</h2>
 
 <header id="title-block-header" class="quarto-title-block default">
 <div class="quarto-title">
-<h1 class="title"><span class="chapter-title">Jupyter 101</span></h1>
+<h1 class="title">Jupyter 101</h1>
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@@ -402,7 +309,7 @@ <h2 class="anchored" data-anchor-id="automatically-closing-brackets">Automatical
     }
       var localhostRegex = new RegExp(/^(?:http|https):\/\/localhost\:?[0-9]*\//);
       var mailtoRegex = new RegExp(/^mailto:/);
-        var filterRegex = new RegExp("https:\/\/ds100\.org\/debugging-guide\/");
+        var filterRegex = new RegExp('/' + window.location.host + '/');
       var isInternal = (href) => {
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@@ -729,18 +636,6 @@ <h2 class="anchored" data-anchor-id="automatically-closing-brackets">Automatical
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-  <div class="nav-page nav-page-previous">
-      <a href="../index.html" class="pagination-link" aria-label="About">
-        <i class="bi bi-arrow-left-short"></i> <span class="nav-page-text">About</span>
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-  <div class="nav-page nav-page-next">
-      <a href="../jupyter_datahub/jupyter_datahub.html" class="pagination-link" aria-label="Jupyter / Datahub">
-        <span class="nav-page-text"><span class="chapter-title">Jupyter / Datahub</span></span> <i class="bi bi-arrow-right-short"></i>
-      </a>
-  </div>
-</nav>
 </div> <!-- /content -->
 
 
diff --git a/docs/jupyter_datahub/jupyter_datahub.html b/docs/jupyter_datahub/jupyter_datahub.html
index cc66067..8839222 100644
--- a/docs/jupyter_datahub/jupyter_datahub.html
+++ b/docs/jupyter_datahub/jupyter_datahub.html
@@ -7,7 +7,7 @@
 <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
 
 
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+<title>Jupyter / Datahub</title>
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@@ -24,15 +24,11 @@
 
 
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-<link href="../jupyter101/jupyter101.html" rel="prev">
-<link href="../data100_logo.png" rel="icon" type="image/png">
 <script src="../site_libs/quarto-html/quarto.js" type="module"></script>
 <script src="../site_libs/quarto-html/tabsets/tabsets.js" type="module"></script>
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@@ -43,7 +39,7 @@
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-<link href="../site_libs/bootstrap/bootstrap-99913b7803b80b0c1d2b970a25816663.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
+<link href="../site_libs/bootstrap/bootstrap-ff63373b1067ca6f91cf1456aa1f00a2.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
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@@ -56,6 +52,7 @@
     "/",
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   ],
+  "show-item-context": false,
   "language": {
     "search-no-results-text": "No results",
     "search-matching-documents-text": "matching documents",
@@ -74,106 +71,16 @@
 
 </head>
 
-<body class="nav-sidebar floating quarto-light">
+<body class="quarto-light">
 
 <div id="quarto-search-results"></div>
-  <header id="quarto-header" class="headroom fixed-top">
-  <nav class="quarto-secondary-nav">
-    <div class="container-fluid d-flex">
-      <button type="button" class="quarto-btn-toggle btn" data-bs-toggle="collapse" role="button" data-bs-target=".quarto-sidebar-collapse-item" aria-controls="quarto-sidebar" aria-expanded="false" aria-label="Toggle sidebar navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">
-        <i class="bi bi-layout-text-sidebar-reverse"></i>
-      </button>
-        <nav class="quarto-page-breadcrumbs" aria-label="breadcrumb"><ol class="breadcrumb"><li class="breadcrumb-item"><a href="../jupyter_datahub/jupyter_datahub.html"><span class="chapter-title">Jupyter / Datahub</span></a></li></ol></nav>
-        <a class="flex-grow-1" role="navigation" data-bs-toggle="collapse" data-bs-target=".quarto-sidebar-collapse-item" aria-controls="quarto-sidebar" aria-expanded="false" aria-label="Toggle sidebar navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">      
-        </a>
-      <button type="button" class="btn quarto-search-button" aria-label="Search" onclick="window.quartoOpenSearch();">
-        <i class="bi bi-search"></i>
-      </button>
-    </div>
-  </nav>
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 <!-- content -->
 <div id="quarto-content" class="quarto-container page-columns page-rows-contents page-layout-article">
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-      <img src="../data100_logo.png" alt="" class="sidebar-logo light-content py-0 d-lg-inline d-none">
-      <img src="../data100_logo.png" alt="" class="sidebar-logo dark-content py-0 d-lg-inline d-none">
-      </a>
-    <div class="sidebar-title mb-0 py-0">
-      <a href="../">Data 100 Debugging Guide</a> 
-        <div class="sidebar-tools-main">
-    <a href="https://github.com/DS-100/debugging-guide" title="Source Code" class="quarto-navigation-tool px-1" aria-label="Source Code"><i class="bi bi-github"></i></a>
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-        <div class="sidebar-search">
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-  <div class="sidebar-item-container"> 
-  <a href="../index.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text">About</span></a>
-  </div>
-</li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../jupyter101/jupyter101.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">Jupyter 101</span></a>
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-  <div class="sidebar-item-container"> 
-  <a href="../jupyter_datahub/jupyter_datahub.html" class="sidebar-item-text sidebar-link active"><span class="chapter-title">Jupyter / Datahub</span></a>
-  </div>
-</li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../autograder_gradescope/autograder_gradescope.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">Autograder and Gradescope / Pensieve</span></a>
-  </div>
-</li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../pandas/pandas.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">Pandas</span></a>
-  </div>
-</li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../regex/regex.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">RegEx</span></a>
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-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../visualizations/visualizations.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">Visualizations</span></a>
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-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../projA1/projA1.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">Project A1 Common Questions</span></a>
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-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../projA2/projA2.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">Project A2 Common Questions</span></a>
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-</li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../sql/sql.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">SQL Common Errors</span></a>
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-</nav>
-<div id="quarto-sidebar-glass" class="quarto-sidebar-collapse-item" data-bs-toggle="collapse" data-bs-target=".quarto-sidebar-collapse-item"></div>
 <!-- margin-sidebar -->
     <div id="quarto-margin-sidebar" class="sidebar margin-sidebar">
         <nav id="TOC" role="doc-toc" class="toc-active" data-toc-expanded="3">
-    <h2 id="toc-title">Table of contents</h2>
+    <h2 id="toc-title">On this page</h2>
    
   <ul>
   <li><a href="#my-kernel-died-restarted-or-is-very-slow" id="toc-my-kernel-died-restarted-or-is-very-slow" class="nav-link active" data-scroll-target="#my-kernel-died-restarted-or-is-very-slow">My kernel died, restarted, or is very slow</a></li>
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 <header id="title-block-header" class="quarto-title-block default">
 <div class="quarto-title">
-<h1 class="title"><span class="chapter-title">Jupyter / Datahub</span></h1>
+<h1 class="title">Jupyter / Datahub</h1>
 </div>
 
 
@@ -432,7 +339,7 @@ <h2 class="anchored" data-anchor-id="datahub-is-not-loading">Datahub is not load
     }
       var localhostRegex = new RegExp(/^(?:http|https):\/\/localhost\:?[0-9]*\//);
       var mailtoRegex = new RegExp(/^mailto:/);
-        var filterRegex = new RegExp("https:\/\/ds100\.org\/debugging-guide\/");
+        var filterRegex = new RegExp('/' + window.location.host + '/');
       var isInternal = (href) => {
           return filterRegex.test(href) || localhostRegex.test(href) || mailtoRegex.test(href);
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@@ -759,18 +666,6 @@ <h2 class="anchored" data-anchor-id="datahub-is-not-loading">Datahub is not load
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-  <div class="nav-page nav-page-previous">
-      <a href="../jupyter101/jupyter101.html" class="pagination-link" aria-label="Jupyter 101">
-        <i class="bi bi-arrow-left-short"></i> <span class="nav-page-text"><span class="chapter-title">Jupyter 101</span></span>
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-  </div>
-  <div class="nav-page nav-page-next">
-      <a href="../autograder_gradescope/autograder_gradescope.html" class="pagination-link" aria-label="Autograder and Gradescope / Pensieve">
-        <span class="nav-page-text"><span class="chapter-title">Autograder and Gradescope / Pensieve</span></span> <i class="bi bi-arrow-right-short"></i>
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diff --git a/docs/pandas/pandas.html b/docs/pandas/pandas.html
index 4f5ac8b..545a251 100644
--- a/docs/pandas/pandas.html
+++ b/docs/pandas/pandas.html
@@ -7,7 +7,7 @@
 <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
 
 
-<title>Pandas – Data 100 Debugging Guide</title>
+<title>Pandas</title>
 <style>
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 span.smallcaps{font-variant: small-caps;}
@@ -24,15 +24,11 @@
 
 
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 <script src="../site_libs/quarto-search/quarto-search.js"></script>
 <meta name="quarto:offset" content="../">
-<link href="../regex/regex.html" rel="next">
-<link href="../autograder_gradescope/autograder_gradescope.html" rel="prev">
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-<link href="../site_libs/bootstrap/bootstrap-99913b7803b80b0c1d2b970a25816663.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
+<link href="../site_libs/bootstrap/bootstrap-ff63373b1067ca6f91cf1456aa1f00a2.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
 <script id="quarto-search-options" type="application/json">{
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@@ -56,6 +52,7 @@
     "/",
     "s"
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+  "show-item-context": false,
   "language": {
     "search-no-results-text": "No results",
     "search-matching-documents-text": "matching documents",
@@ -74,106 +71,16 @@
 
 </head>
 
-<body class="nav-sidebar floating quarto-light">
+<body class="quarto-light">
 
 <div id="quarto-search-results"></div>
-  <header id="quarto-header" class="headroom fixed-top">
-  <nav class="quarto-secondary-nav">
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-        <i class="bi bi-layout-text-sidebar-reverse"></i>
-      </button>
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-        <a class="flex-grow-1" role="navigation" data-bs-toggle="collapse" data-bs-target=".quarto-sidebar-collapse-item" aria-controls="quarto-sidebar" aria-expanded="false" aria-label="Toggle sidebar navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">      
-        </a>
-      <button type="button" class="btn quarto-search-button" aria-label="Search" onclick="window.quartoOpenSearch();">
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-      <img src="../data100_logo.png" alt="" class="sidebar-logo dark-content py-0 d-lg-inline d-none">
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-    <div class="sidebar-title mb-0 py-0">
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-        <div class="sidebar-tools-main">
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-  <div class="sidebar-item-container"> 
-  <a href="../index.html" class="sidebar-item-text sidebar-link">
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-  <a href="../jupyter101/jupyter101.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">Jupyter 101</span></a>
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-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../jupyter_datahub/jupyter_datahub.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">Jupyter / Datahub</span></a>
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-  <div class="sidebar-item-container"> 
-  <a href="../autograder_gradescope/autograder_gradescope.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">Autograder and Gradescope / Pensieve</span></a>
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-</li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../pandas/pandas.html" class="sidebar-item-text sidebar-link active"><span class="chapter-title">Pandas</span></a>
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-</li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../regex/regex.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">RegEx</span></a>
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-</li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../visualizations/visualizations.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">Visualizations</span></a>
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-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../projA1/projA1.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">Project A1 Common Questions</span></a>
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         <nav id="TOC" role="doc-toc" class="toc-active" data-toc-expanded="3">
-    <h2 id="toc-title">Table of contents</h2>
+    <h2 id="toc-title">On this page</h2>
    
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       var mailtoRegex = new RegExp(/^mailto:/);
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+        var filterRegex = new RegExp('/' + window.location.host + '/');
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-  <div class="nav-page nav-page-next">
-      <a href="../regex/regex.html" class="pagination-link" aria-label="RegEx">
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diff --git a/docs/projA1/projA1.html b/docs/projA1/projA1.html
index 32c0432..e35e43e 100644
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-<link href="../site_libs/bootstrap/bootstrap-99913b7803b80b0c1d2b970a25816663.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
+<link href="../site_libs/bootstrap/bootstrap-ff63373b1067ca6f91cf1456aa1f00a2.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
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+  "show-item-context": false,
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 </head>
 
-<body class="nav-sidebar floating quarto-light">
+<body class="quarto-light">
 
 <div id="quarto-search-results"></div>
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-    <div class="container-fluid d-flex">
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-        <nav class="quarto-page-breadcrumbs" aria-label="breadcrumb"><ol class="breadcrumb"><li class="breadcrumb-item"><a href="../projA1/projA1.html"><span class="chapter-title">Project A1 Common Questions</span></a></li></ol></nav>
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-        </a>
-      <button type="button" class="btn quarto-search-button" aria-label="Search" onclick="window.quartoOpenSearch();">
-        <i class="bi bi-search"></i>
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-      <img src="../data100_logo.png" alt="" class="sidebar-logo light-content py-0 d-lg-inline d-none">
-      <img src="../data100_logo.png" alt="" class="sidebar-logo dark-content py-0 d-lg-inline d-none">
-      </a>
-    <div class="sidebar-title mb-0 py-0">
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-  <div class="sidebar-item-container"> 
-  <a href="../index.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text">About</span></a>
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-</li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../jupyter101/jupyter101.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">Jupyter 101</span></a>
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-  <div class="sidebar-item-container"> 
-  <a href="../jupyter_datahub/jupyter_datahub.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">Jupyter / Datahub</span></a>
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-  <div class="sidebar-item-container"> 
-  <a href="../autograder_gradescope/autograder_gradescope.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">Autograder and Gradescope / Pensieve</span></a>
-  </div>
-</li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../pandas/pandas.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">Pandas</span></a>
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-</li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../regex/regex.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">RegEx</span></a>
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-  <div class="sidebar-item-container"> 
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         <nav id="TOC" role="doc-toc" class="toc-active" data-toc-expanded="3">
-    <h2 id="toc-title">Table of contents</h2>
+    <h2 id="toc-title">On this page</h2>
    
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       var mailtoRegex = new RegExp(/^mailto:/);
-        var filterRegex = new RegExp("https:\/\/ds100\.org\/debugging-guide\/");
+        var filterRegex = new RegExp('/' + window.location.host + '/');
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diff --git a/docs/projA2/projA2.html b/docs/projA2/projA2.html
index 2f2ab66..f84cddc 100644
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+<title>Project A2 Common Questions</title>
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-<link href="../site_libs/bootstrap/bootstrap-99913b7803b80b0c1d2b970a25816663.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
+<link href="../site_libs/bootstrap/bootstrap-ff63373b1067ca6f91cf1456aa1f00a2.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
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@@ -74,106 +71,16 @@
 
 </head>
 
-<body class="nav-sidebar floating quarto-light">
+<body class="quarto-light">
 
 <div id="quarto-search-results"></div>
-  <header id="quarto-header" class="headroom fixed-top">
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-    <div class="container-fluid d-flex">
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-    <div class="pt-lg-2 mt-2 text-left sidebar-header sidebar-header-stacked">
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-      <img src="../data100_logo.png" alt="" class="sidebar-logo dark-content py-0 d-lg-inline d-none">
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-    <div class="sidebar-title mb-0 py-0">
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-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../index.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text">About</span></a>
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-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../jupyter101/jupyter101.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">Jupyter 101</span></a>
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-  <div class="sidebar-item-container"> 
-  <a href="../jupyter_datahub/jupyter_datahub.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">Jupyter / Datahub</span></a>
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-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../autograder_gradescope/autograder_gradescope.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">Autograder and Gradescope / Pensieve</span></a>
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-</li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../pandas/pandas.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">Pandas</span></a>
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-</li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../regex/regex.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">RegEx</span></a>
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-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
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         <nav id="TOC" role="doc-toc" class="toc-active" data-toc-expanded="3">
-    <h2 id="toc-title">Table of contents</h2>
+    <h2 id="toc-title">On this page</h2>
    
   <ul>
   <li><a href="#questions-5d-and-5f" id="toc-questions-5d-and-5f" class="nav-link active" data-scroll-target="#questions-5d-and-5f">Questions 5d and 5f</a>
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 <header id="title-block-header" class="quarto-title-block default">
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+<h1 class="title">Project A2 Common Questions</h1>
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       var mailtoRegex = new RegExp(/^mailto:/);
-        var filterRegex = new RegExp("https:\/\/ds100\.org\/debugging-guide\/");
+        var filterRegex = new RegExp('/' + window.location.host + '/');
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diff --git a/docs/regex/regex.html b/docs/regex/regex.html
index 7afa376..f155812 100644
--- a/docs/regex/regex.html
+++ b/docs/regex/regex.html
@@ -7,7 +7,7 @@
 <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
 
 
-<title>RegEx – Data 100 Debugging Guide</title>
+<title>RegEx</title>
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-<link href="../site_libs/bootstrap/bootstrap-99913b7803b80b0c1d2b970a25816663.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
+<link href="../site_libs/bootstrap/bootstrap-ff63373b1067ca6f91cf1456aa1f00a2.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
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@@ -56,6 +52,7 @@
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+  "show-item-context": false,
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     "search-matching-documents-text": "matching documents",
@@ -103,106 +100,16 @@
 
 </head>
 
-<body class="nav-sidebar floating quarto-light">
+<body class="quarto-light">
 
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-    <div class="container-fluid d-flex">
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-        <i class="bi bi-layout-text-sidebar-reverse"></i>
-      </button>
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-        <a class="flex-grow-1" role="navigation" data-bs-toggle="collapse" data-bs-target=".quarto-sidebar-collapse-item" aria-controls="quarto-sidebar" aria-expanded="false" aria-label="Toggle sidebar navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">      
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-      <a href="../">Data 100 Debugging Guide</a> 
-        <div class="sidebar-tools-main">
-    <a href="https://github.com/DS-100/debugging-guide" title="Source Code" class="quarto-navigation-tool px-1" aria-label="Source Code"><i class="bi bi-github"></i></a>
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-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../index.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text">About</span></a>
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-  <div class="sidebar-item-container"> 
-  <a href="../jupyter101/jupyter101.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">Jupyter 101</span></a>
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-  <div class="sidebar-item-container"> 
-  <a href="../jupyter_datahub/jupyter_datahub.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">Jupyter / Datahub</span></a>
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-  <div class="sidebar-item-container"> 
-  <a href="../autograder_gradescope/autograder_gradescope.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">Autograder and Gradescope / Pensieve</span></a>
-  </div>
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-  <div class="sidebar-item-container"> 
-  <a href="../pandas/pandas.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">Pandas</span></a>
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-  <div class="sidebar-item-container"> 
-  <a href="../regex/regex.html" class="sidebar-item-text sidebar-link active"><span class="chapter-title">RegEx</span></a>
-  </div>
-</li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../visualizations/visualizations.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">Visualizations</span></a>
-  </div>
-</li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../projA1/projA1.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">Project A1 Common Questions</span></a>
-  </div>
-</li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../projA2/projA2.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">Project A2 Common Questions</span></a>
-  </div>
-</li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../sql/sql.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">SQL Common Errors</span></a>
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     <div id="quarto-margin-sidebar" class="sidebar margin-sidebar">
         <nav id="TOC" role="doc-toc" class="toc-active" data-toc-expanded="3">
-    <h2 id="toc-title">Table of contents</h2>
+    <h2 id="toc-title">On this page</h2>
    
   <ul>
   <li><a href="#how-to-interpret-regex101" id="toc-how-to-interpret-regex101" class="nav-link active" data-scroll-target="#how-to-interpret-regex101">How to Interpret regex101</a>
@@ -232,7 +139,7 @@ <h2 id="toc-title">Table of contents</h2>
 
 <header id="title-block-header" class="quarto-title-block default">
 <div class="quarto-title">
-<h1 class="title"><span class="chapter-title">RegEx</span></h1>
+<h1 class="title">RegEx</h1>
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@@ -501,7 +408,7 @@ <h3 class="anchored" data-anchor-id="whats-the-difference-between-re-functions-a
     }
       var localhostRegex = new RegExp(/^(?:http|https):\/\/localhost\:?[0-9]*\//);
       var mailtoRegex = new RegExp(/^mailto:/);
-        var filterRegex = new RegExp("https:\/\/ds100\.org\/debugging-guide\/");
+        var filterRegex = new RegExp('/' + window.location.host + '/');
       var isInternal = (href) => {
           return filterRegex.test(href) || localhostRegex.test(href) || mailtoRegex.test(href);
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@@ -828,18 +735,6 @@ <h3 class="anchored" data-anchor-id="whats-the-difference-between-re-functions-a
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-        <i class="bi bi-arrow-left-short"></i> <span class="nav-page-text"><span class="chapter-title">Pandas</span></span>
-      </a>          
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-      <a href="../visualizations/visualizations.html" class="pagination-link" aria-label="Visualizations">
-        <span class="nav-page-text"><span class="chapter-title">Visualizations</span></span> <i class="bi bi-arrow-right-short"></i>
-      </a>
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-</nav>
 </div> <!-- /content -->
 
 
diff --git a/docs/robots.txt b/docs/robots.txt
deleted file mode 100644
index 1ad8eda..0000000
--- a/docs/robots.txt
+++ /dev/null
@@ -1 +0,0 @@
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diff --git a/docs/search.json b/docs/search.json
index 3f75fc6..05f8bdf 100644
--- a/docs/search.json
+++ b/docs/search.json
@@ -1,462 +1,331 @@
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   {
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-    "text": "About\nThis text offers pointers for keyboard shortcuts or common mistakes that accompany the coursework in the Summer 2025 Edition of the UC Berkeley course Data 100: Principles and Techniques of Data Science.\nInspiration for this guide was taken from the UC San Diego course DSC 10: Principles of Data Science and their debugging guide.\nIf you spot any typos or would like to suggest any changes, please email us at data100.instructors@berkeley.edu.",
-    "crumbs": [
-      "About"
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+    "text": "Because Jupyter notebooks run Python natively, we need to import extra modules like sql, sqlalchemy, and duckdb in order to run SQL queries within our notebook. This results in slightly more complex error messages than normal Python. Refer to the image below if you need help identifying the most important parts (the red and blue text).\n\n\n\nSometimes, SQL errors may show up as a long string without any red highlight, for example:\n(duckdb.duckdb.BinderException) Binder Error: Referenced column \"some_column\" not found in FROM clause! LINE 1: SELECT some_column                ^ ...\nNote that this is the same error as the one above – it’s just not formatted nicely. Try your best to parse it; you can even copy the error into a new cell and manually indent sentences if it helps with readability!\n\n\n\nUnlike Python, which uses #... or triple quotes \"\"\"...\"\"\" to indicate a comment, SQL comments take the following forms:\n-- This is a single-line or in-line comment\n\n/* \n  This is a \n  multi-line \n  comment \n*/\nBecause you are still coding within a Python notebook, the colors that Jupyter chooses for your SQL queries may not match up to what you expect; using #... will be green text like Python comments, but running the code will give you:\nParser Error: syntax error at or near...\nUsing -- or /* ... */ may not color-code the text correctly, but SQL will still read it as a comment!\n\n\n\n\nWhen you are using more than one condition in filtering clauses like WHERE or HAVING, it’s important consider that the ordering of ORs and ANDs will affect your SQL output.\nIn SQL, the operator precedence typically evaluates AND operations before OR operations, and so incorrectly ordered conditions can lead to unexpected results. To ensure your conditions are evaluated in the intended order, use parentheses to group them explicitly.\nFor example, consider the following query condition:\nWHERE A &gt; 500 AND B &gt; 200 OR C &lt; 50\nBy default, is will be evaluated as\nWHERE (A &gt; 500 AND B &gt; 200) OR C &lt; 50\nbecause AND has a higher precedence than OR. To evaluate it differently, add parentheses to specify the order of operations:\nWHERE A &gt; 500 AND (B &gt; 200 OR C &lt; 50)\n\n\n\nOur Jupyter Notebooks are set to only display the first 10 rows of a table. Otherwise, your notebook would likely crash with the weight of displaying &gt;1000 rows. You’ll likely see a\nTruncated to displaylimit of 10\nprinted right below your SQL query if your table contains more than 10 rows."
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-    "text": "Shortcuts for Cells\nFor the following commands, make sure you’re in command mode. You can enter this mode by pressing esc.",
-    "crumbs": [
-      "<span class='chapter-number'>1</span>  <span class='chapter-title'>Jupyter 101</span>"
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+    "text": "Because Jupyter notebooks run Python natively, we need to import extra modules like sql, sqlalchemy, and duckdb in order to run SQL queries within our notebook. This results in slightly more complex error messages than normal Python. Refer to the image below if you need help identifying the most important parts (the red and blue text).\n\n\n\nSometimes, SQL errors may show up as a long string without any red highlight, for example:\n(duckdb.duckdb.BinderException) Binder Error: Referenced column \"some_column\" not found in FROM clause! LINE 1: SELECT some_column                ^ ...\nNote that this is the same error as the one above – it’s just not formatted nicely. Try your best to parse it; you can even copy the error into a new cell and manually indent sentences if it helps with readability!\n\n\n\nUnlike Python, which uses #... or triple quotes \"\"\"...\"\"\" to indicate a comment, SQL comments take the following forms:\n-- This is a single-line or in-line comment\n\n/* \n  This is a \n  multi-line \n  comment \n*/\nBecause you are still coding within a Python notebook, the colors that Jupyter chooses for your SQL queries may not match up to what you expect; using #... will be green text like Python comments, but running the code will give you:\nParser Error: syntax error at or near...\nUsing -- or /* ... */ may not color-code the text correctly, but SQL will still read it as a comment!\n\n\n\n\nWhen you are using more than one condition in filtering clauses like WHERE or HAVING, it’s important consider that the ordering of ORs and ANDs will affect your SQL output.\nIn SQL, the operator precedence typically evaluates AND operations before OR operations, and so incorrectly ordered conditions can lead to unexpected results. To ensure your conditions are evaluated in the intended order, use parentheses to group them explicitly.\nFor example, consider the following query condition:\nWHERE A &gt; 500 AND B &gt; 200 OR C &lt; 50\nBy default, is will be evaluated as\nWHERE (A &gt; 500 AND B &gt; 200) OR C &lt; 50\nbecause AND has a higher precedence than OR. To evaluate it differently, add parentheses to specify the order of operations:\nWHERE A &gt; 500 AND (B &gt; 200 OR C &lt; 50)\n\n\n\nOur Jupyter Notebooks are set to only display the first 10 rows of a table. Otherwise, your notebook would likely crash with the weight of displaying &gt;1000 rows. You’ll likely see a\nTruncated to displaylimit of 10\nprinted right below your SQL query if your table contains more than 10 rows."
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+    "text": "Common Errors\n\nNameError: name ‘[res_q#]’ is not defined\nThis occurs when you have an error in your SQL code, causing the cell after to fail. Because we’re working with Jupyter Notebooks, some SQL errors are not highlighted in red like Python errors usually are. Check the output under your %%sql cell to see if it ran smoothly. Any text below\nRunning query in 'duckdb:///data/{database_name}.db\nis an error message that you can read to debug your code. Note that this error could be formatted as one long string without any indents or newlines, so it may be harder than typical Python errors to parse.\n\n\n\nReferenced column \"{some_string}\" not found\nThere are 2 potential causes for this error:\n\nThe column you’re looking for does not exist in the table. Make sure that the column names are spelled and capatalized exactly as shown in the assignment. If you are trying to reference a column that is not in the current table, consider using JOIN to be able to access these columns. You can reference the SQL II course notes for a refresher on how to use the JOIN clause.\nYou used double quotes \"\" around some_string instead of single quotes ''. Unlike Python, SQL differentiates double and single quotes: double quotes indicate something that exists within the database, like tables and column names; single quotes indicate strings.\n\n\n\n\nCannot compare values of type __ and type __\nThis error often occurs when a string-type column (ie. CHAR or VARCHAR) is compared with a numeric-type column (ie. INT, BIGINT, FLOAT, REAL). If you’re interested in learning more about SQL datatypes, check out this link!\nTo debug, start by checking the type of the column(s) you’re working with; you can either scroll up to the cell (or make a new cell) with the code:\n%%sql\nSELECT * FROM sqlite_master WHERE type='table';\nwhich outputs the schema for each table. If we’re working with the IMDB database, we get the following output:\n\n\n\nWe can see that the table Title contains the columns\n\ntconst of type BIGINT\ntitleType of type VARCHAR\nprimaryTitle of type VARCHAR\nand so on…\n\nIt’s a good idea to double check the types of the columns involved by looking at the schema before performing numerical comparisons and when deciding whether to CAST a particular column.\n\n\nMy query runs but I’m not passing the tests\nFor a lot of questions in the homework, we limit our focus to movie titles. Double check that you are filtering your results appropriately. More generally, if you find your queries aren’t erroring, but are failing the tests due to some logical error, a good starting point is always reading the question again and making a checklist of all the conditions you need to implement."
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-    "text": "a: create a cell above\nb: create a cell below\ndd: delete current cell\nm: convert a cell to markdown (text cell)\ny: convert a cell to code",
-    "crumbs": [
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+    "text": "Type errors like these usually stem from applying a numeric aggregation function to a non-numeric column as described in the pandas section of the debugging guide.\nAggregation functions like np.median and np.mean are only well-defined for columns with numeric types like int and float. Your code is likely trying to aggregate across all columns in training_data, including those of type str. Instead of aggregating across the entire DataFrame, try just selecting the relevant columns.\n\n\n\nThis error can occur if you try and use Python’s in to check whether values in a Series are contained in a list. If you’re trying to perform boolean filtering in this manner, you should look into the .isin (documentation) function as introduced in HW 2."
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-    "section": "Running Cells",
-    "text": "Running Cells\nFor individual cells,\n\nctrl + return: run the current cell\nshift + return: run the current cell and move to the next cell\n\nTo run all cells in a notebook:\n\nIn the menu bar on the left, click Run. From here, you have several options. The ones we use most commonly are:\n\nRun All Above Selected Cell: this runs every cell above the selected cell\nRun Selected Cell and All Below: this runs the selected cell and all cells below\nRun All: this runs every cell in the notebook from top-to-bottom",
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+    "text": "Type errors like these usually stem from applying a numeric aggregation function to a non-numeric column as described in the pandas section of the debugging guide.\nAggregation functions like np.median and np.mean are only well-defined for columns with numeric types like int and float. Your code is likely trying to aggregate across all columns in training_data, including those of type str. Instead of aggregating across the entire DataFrame, try just selecting the relevant columns.\n\n\n\nThis error can occur if you try and use Python’s in to check whether values in a Series are contained in a list. If you’re trying to perform boolean filtering in this manner, you should look into the .isin (documentation) function as introduced in HW 2."
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-    "section": "Saving your notebook",
-    "text": "Saving your notebook\nJupyter autosaves your work, but there can be a delay. As such, it’s a good idea to save your work as often as you remember and especially before submitting assignments. To do so, press ctrl + s.",
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+    "section": "Question 7",
+    "text": "Question 7\n\nI’m not sure how to use sklearn to do One Hot Encoding\nA good starting point is to revisit the One Hot Encoding question in Lab 7. It’s recommended you look through this portion of the walkthrough, so you have a good understanding of how to use the OneHotEncoder object. Pay attention to what each variable represents and the expected outputs of the functions used. Can you map the logic from the lab to this project? A nice way to start is to make a new cell and experiment with examples from the documentation.\n\n\nMy OHE columns contain a lot of NaN values\nThis may happen if you try and merge the OHE columns with the training_data table without making sure both DataFrame have the same index values. Look into the pd.merge documentation for ways to resolve this."
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-    "section": "Restarting Kernel",
-    "text": "Restarting Kernel\nIn the menu bar on the left, click Kernel. From here, you have several options. The ones we use most commonly are:\n\nRestart Kernel...\nRestart Kernel and Run up to Selected Cell\nRestart Kernel and Run All Cells",
-    "crumbs": [
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+    "text": "Citation\n\nMany of these common questions were taken and modified from the UC San Diego course DSC 10: Principles of Data Science and their debugging guide."
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-    "section": "Automatically Closing Brackets",
-    "text": "Automatically Closing Brackets\nMany IDEs like VSCode have a functionality that automatically closes brackets. For example, pressing (, {, or [ would automatically add the second bracket at the other end ), }, and ], respectively. Datahub does not have this functionality turned on by default, but you can do so by going into Settings -&gt; Auto Close Brackets. If you see a check mark to the left of Auto Close Brackets, then it’s enabled.",
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+    "title": "Autograder and Gradescope / Pensieve",
+    "section": "Autograder",
+    "text": "Autograder\n\nUnderstanding autograder error messages\nWhen you pass a test, you’ll see a nice message and a cute emoji!\n\n\n\nWhen you don’t, however, the message can be a little confusing.\n\n\n\n\nThe best course of action is to find the test case that failed and use that as a starting point to debug your code.\n\n\n\nIn the example above, we see that the test case in green, max_swing in set(bus['name']), is not passing. The actual output (in blue) is often hard to parse, so the best course of action is to:\n\nMake a new (temporary) cell after the grader.check(...) cell. Please do not make a new cell in between the given code cell and the grader.check(...) cell, as it could mess with the results.\nCopy and paste the failing test case into your temporary cell and run it.\n\nIf it’s giving you an error like in the example above, look at the last line of the error and use the Debugging Guide’s search functionality in the top left menu to find the corresponding guide.\nIf it’s not giving you an error, it’ll likely give you an output like False. This means that your code does not cause an error (yay!), but it returns an incorrect output. In these casses, inspect each individual element of the test case. The example above checks if max_swing is in set(bus['name']), so it might be a good idea to display both variables and do a visual check.\nIf you’re still having issues, post on Ed!\n\nAfter your grader.check(...) passes, feel free to delete the temporary cell.\n\n\n\nWhy do I get an error saying “grader is not defined”?\nIf it has been a while since you’ve worked on an assignment, the kernel will shut itself down to preserve memory. When this happens, all of your variables are forgotten, including the grader. That’s OK. The easiest way to fix this is by restarting your kernel and rerunning all the cells. To do this, in the top left menu, click Kernel -&gt; Restart and Run All Cells.\n\n\nI’m positive I have the right answer, but the test fails. Is there a mistake in the test?\nWhile you might see the correct answer displayed as the result of the cell, chances are your solution isn’t being stored in the answer variable. Make sure you are assigning the result to the answer variable and that there are no typos in the variable name. Finally, restart your kernel and run all the cells in order: Kernel -&gt; Restart and Run All Cells.\n\n\nWhy does the last grader.export cell fail if all previous tests passed?\nThis can happen if you “overwrite” a variable that is used in a question. For instance, say Question 1 asks you to store your answer in a variable named stat and, later on in the notebook, you change the value of stat; the test right after Question 1 will pass, but the test at the end of the notebook will fail. It is good programming practice to give your variables informative names and to avoid repeating the same variable name for more than one purpose.\n\n\nWhy does a notebook test fail now when it passed before, and I didn’t change my code?\nYou probably ran your notebook out of order. Re-run all previous cells in order, which is how your code will be graded."
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+    "title": "Autograder and Gradescope / Pensieve",
+    "section": "Gradescope/Pensieve",
+    "text": "Gradescope/Pensieve\nWhen submitting to Gradescope or Pensieve, there are often unexpected errors that make students lose more points than expected. Thus, it is imperative that you stay on the submission page until the autograder finishes running, and the results are displayed.\n\nWhy did a Gradescope/Pensieve test fail when all the Jupyter notebook’s tests passed?\nThis can happen if you’re running your notebook’s cells out of order. The autograder runs your notebook from top-to-bottom. If you’re defining a variable at the bottom of your notebook and using it at the top, the Gradescope/Pensieve autograder will fail because it doesn’t recognize the variable when it encounters it.\nAnother scenario where this can happen is if you defined a variable in an earlier cell but later changed its name or deleted it. While your current session’s kernel will “remember” the variable, the Gradescope/Pensieve autograder will not, because it runs the notebook from top to bottom with no variables pre-stored. As a result, it will not recognize the variable if it has been deleted or renamed, and will throw an error.\nThe third scenario where this can happen is if you do not save your notebook before running the final export cell, which generates a zip file containing your notebook and the necessary files. If you run the export cell without saving, the autograder will not have access to the most recent version of your notebook, which can lead to unexpected errors. It will rely on the state of the notebook at the time of the last save, so any changes made afterward will not be reflected in the autograder’s execution.\nThis is why we recommend first saving and then going into the top left menu and clicking Kernel -&gt; Restart -&gt; Run All. The autograder “forgets” all of the variables and runs the notebook from top-to-bottom like the Gradescope/Pensieve autograder does. This will highlight any issues.\nFind the first cell that raises an error. Make sure that all of the variables used in that cell have been defined above that cell, and not below.\n\n\nWhy do I get a NameError: name ___ is not defined when I run a grader check?\nThis happens when you try to access a variable that has not been defined yet. Since the autograder runs all the cells in-order, if you happened to define a variable in a cell further down and accessed it before that cell, the autograder will likely throw this error. Another reason this could occur is because the notebook was not saved before the autograder tests are run. When in doubt, it is good practice to restart your kernel, run all the cells again, and save the notebook before running the cell that causes this error.\n\n\nWhy do I see multiple NameError: name ___ is not defined errors for all questions after a certain point on Gradescope/Pensieve?\nThis can happen if you import external packages when you are not instructed to do so. The base image on Gradescope/Pensieve includes only a specific list of pre-installed packages, defined by the course staff in the autograder. If you import a package that is not on this list, it will not be available to the autograder, even if you download the package correctly on your local Jupyter notebook environment. As a result, it will first encounter a ModuleNotFoundError when trying to import the package (though this error may not be shown to you), and then a NameError for every question afterward. Although this behavior is unintuitive, it’s a limitation of the autograder—only course staff can view certain output messages from your notebook to prevent cheating. If you encounter this issue, review your notebook’s imports and ensure you are not using any packages not included in the autograder environment.\n\n\nMy autograder keeps running/timed out\nIf your Gradescope submission page has been stuck running on this page for a while:\n\n\n\nor if it times out:\n\n\n\nit means that the Gradescope autograder failed to execute in the expected amount of time. TThis could be due to an inefficiency in your code or an issue on Gradescope’s end, so we recommend resubmitting and allowing the autograder to rerun. If the issue persists after a few attempts, you may need to investigate your code for inefficiencies.\nFor example, if you rerun all cells in your Jupyter notebook and notice that some cells take significantly longer to run than others, you might need to optimize those cells. Keep in mind that the time it takes to run all tests in your Jupyter notebook is not equivalent to the time it takes on Gradescope/Pensieve. However, it is proportional—if your notebook runs slowly on Datahub, it will likely run even more slowly on Gradescope/Pensieve, as the difference in runtime is amplified.\nIt is your responsibility to ensure that the autograder runs properly, and if it still fails, you should follow up by making a private Ed post."
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+    "text": "RegEx syntax can be incredibly confusing, so we highly encourage using sources like the Data 100 Exam reference sheet (you can find this under the “Exam Resources” section on our Resources page) or websites like regex101.com to help build your understanding."
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+    "text": "How to Interpret regex101\nRegex101 is a great tool that helps you visually interact with RegEx patterns. Let’s take a look at its components with a simple example.\n\nExample 1: Basic\n\n\n\n\n\nFlavor: Regular expressions work slightly differently depending on the programming language you use. In Data 100, we only use the Python flavor. By default, regex101 opens on the PCRE2 flavor, so make sure to change to Python before experimenting.\nRegular Expression: This is where the RegEx expression goes. For this example, our pattern is Data 100. In Python, we denote it as a string r\"Data 100\" with the prefix r to indicate that this is a RegEx expression, not a normal Python string. In regex101, because we changed to the Python flavor, we don’t need to type out the r\" at the start or the \" at the end, as that’s already set up for us.\nExplanation: This portion of the website explains each component of the pattern above. Since it does not contain any special characters, Data 100 will match any portion of a string containing Data 100.\nTest String: This is where you can try out different inputs and see if they match the RegEx pattern. Of the 4 example sentences, we see that only the first sentence contains characters that match the pattern, highlighted in blue. (Note that while sentence 3 does contain data 100, RegEx is sensitive to capitalization. d and D are different characters)\nMatch Information: Each match between the RegEx expression and test strings is shown here.\n\n\n\nExample 2: Greedy\nFor this example, let’s replace the 100 in our original expression with \\d+ so that our pattern is Data \\d+\n\n\n\n\n\\d and + are both special operators, and the explanation on the top right (boxed in red) tells us what they do:\n\n\\d matches digits, or any number between 0 and 9. It’s equivalent to [0-9].\n+ matches the previous token \\(\\geq 1\\) times. It is a greedy operation, meaning it will match as many characters as possible.\n\nAltogether, the expression \\d+ will match any digit one or more times. Look at each match under “Match Information”. Can you see why they align with Data \\d+?\n\n\nExample 3: Capturing Groups\nLet’s say we’re given a body of text with dates formatted as DD/Month/YYYY (ie. 04/Jan/2014), and we’re interested in extracting the dates. An expression like r\"\\d+\\/\\w+\\/\\d+\" would match any string with the DD/Month/YYYY format:\n\nthe first \\d+ matches DD patterns (ie. 04)\n\\/ matches the / separator. Since / is a special operator in RegEx, we need to escape it with \\ to get the literal character.\n\\w+ in the middle matches Month patterns we’re interested in (ie. Jan, January)\nlastly, \\d+ matches YYYY patterns (ie. 2014)\n\nThat’s great! This pattern will match the entirety of DD/Month/YYYY, but what if we want to access DD individually? What about YYYY? This is where capturing groups comes in handy. Capturing groups are RegEx expressions surrounded by parenthesis () that are used to remember the text they match so that it can be referenced later. Putting capturing groups around \\d+ and \\w+ to get r\"(\\d+)\\/(\\w+)\\/(\\d+)\"gives us the following:\n\n\n\n\n\nThe “Explanation” section now shows an explanation for each of the 3 capturing groups.\nIn our test strings, the portion matching the RegEx expression is highlighted in blue per usual. Additionally, each capturing group is highlighted with a particular color: green, orange, and purple.\nThese colored highlights correspond to their match/group under “Match Information”. “Match #” (light blue) shows the entire portion that matches the expression while “Group #” shows the match per group.\n\n\nHow do I access captured groups?\nTo access each group, we use the following syntax:\ntarget_string = \"Today's date is 01/March/2024.\"\nresult = re.search(r\"(\\d+)\\/(\\w+)\\/(\\d+)\", target_string)\n\nresult # re.Match object\nresult.groups() # all captured groups: ('01', 'March', '2024')\nresult.group(0) # '01/March/2024', the full match\nresult.group(1) # '01', the first captured group\nresult.group(2) # 'March', the second captured group\nresult.group(3) # '2024', the third captured group"
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+    "title": "RegEx",
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+    "text": "RegEx Misconceptions & General Errors\n\nI’m certain my RegEx pattern in .str.replace is correct, but I’m not passing the grader check.\nHere’s the skeleton from the exam reference sheet:\ns.str.replace(pat, repl, regex=False)\nNotice how the regex= argument has a default value of False, causing pandas to treat pat like a normal Python string. Make sure to set regex=True if you’re using RegEx!\n\n\nMy RegEx pattern matches the test cases on regex101, but is not working in pandas with .str.findall / .str.extractall / .str.extract.\nThe most likely reason for this is forgetting to include the r before the string with your regular expression. Without including the r in .str.findall(r\".*\"), pandas will not interpret your pattern as a regex expression and will only match it literally.\n\n\nValue Error: pattern contains no capture groups\nThese errors usually occur when using s.str.extract or s.str.extractall. Read more about it in the RegEx course notes. This error means that your RegEx pattern does not match anything in the given Series of strings. To debug this, try putting your pattern into regex101.com and use example strings from the Series as test cases.\n\n\nWhen do I need to escape characters?\nThe special characters in RegEx are: . ^ $ * + ? ] [ \\ | ( ) { } }\nIf you want to match exactly those characters in a RegEx expression, you need to “escape” them by preceding them with a backslash \\. However, the rules around this can change in the context of character classes.\nFor example, the pattern r\"[.]\" matches '.', the literal period. In this context, it is not treated as a special character. The hyphen, while not included in the list of special characters, also changes its behavior depending on its position in a character class. It can be used to specify a range of characters (e.g. r\"[0-9]\") based on their Unicode values, or match a literal '-' if it does not have two adjacent characters (e.g. r\"[-09]\" matches -, 0, 9). To be on the safer side, you could escape - like in r\"[0\\-9]\" to achieve the same result.\nFinally, it’s generally good practice to escape both single and double quotes for greater readability. Technically, patterns like r\"'(.\\*)'\" and r'\"(.\\*)\"' do work as you’d expect, but you can already see how confusing it is to decipher what’s going on. Escaping the quotes inside the pattern does not affect what matches you get, but makes it easier to figure out what the intended match was.\n\n\nThe three uses of ^\nThe ^ character can be tricky to wrap your head around given how its function changes depending on the context:\n\nIf used at the start of a pattern, like in r\"^\\w\", it means that a lowercase letter must begin the string in order for a match to occur.\nIf included at the start of a character class, like in r\"[^abc]\", it negates all the characters in that class and will match with any other character – in the above example, any character that is not a, b, c.\nFinally, if escaped as in r\"\\^\" it is treated as a literal and will match any instance of ^.\n\n\n\nWhat’s the difference between all the re functions?\nThe exam reference sheets give a few re functions, but how can you determine which one to use?\n\n\n\n\nre.match and re.search only return one instance of a match between string and pattern (or None if there’s no match) - re.match only considers characters at the beginning of a string - re.search considers characters anywhere in the string - For example: ``` pattern = r”Data 100” example1 = “Data 100 is the best!” example2 = “I love Data 100!”\nre.match(pattern, example1).group(0) # matches “Data 100” re.match(pattern, example2) # does not match “Data 100” because it’s not at the beginning of a string; returns None\nre.search(pattern, example1).group(0) # matches “Data 100” re.search(pattern, example2).group(0) # matches “Data 100” ```\nIf, instead, you’re interested in finding all matches between the given string and pattern, re.findall will find them all, returning the matches in a list.\nre.findall(r'\\d+', 'Data 100, Data 8, Data 101') \n# returns a list of strings: ['100', '8', '101']\n\nre.findall(r'\\d+', 'Data science is great')  \n# no matches found, returns empty list: []\nre.sub will find them all and replace it with a string of your choice.\nre.sub(r'\\d+', 'panda', 'Data 100, Data 8, Data 101') \n# returns 'Data panda, Data panda, Data panda'\n\nre.sub(r'\\d+', 'panda', 'Data science is great')  \n# no matches found, returns the original string \"Data science is great\" \n\n\nWhat’s the difference between re functions and pd.Series.str functions?\nGenerally, all the pd.Series.str functions are used when you want to apply a Python or RegEx string function to a Series of strings. In contrast, re functions are applied to string objects. The reference sheet gives a great overview of the different use cases of each of the pd.Series.str functions."
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-    "text": "My kernel died, restarted, or is very slow\nJupyterhub connects you to an external container to run your code. That connection could be slow/severed because:\nWhen you see a message like this:\nNote that you may lose some recent work if your kernel restarted when you were in the middle of editing a cell. As such, we recommend saving your work as often as possible.\nIf this does not fix the issue, it could be a problem with your code, usually the last cell that executed before your kernel crashed. Double check your logic, and feel free to make a private post on Ed if you’re stuck!",
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-      "<span class='chapter-number'>2</span>  <span class='chapter-title'>Jupyter / Datahub</span>"
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+    "text": "Jupyterhub connects you to an external container to run your code. That connection could be slow/severed because:\n\nyou haven’t made any changes to the notebook for a while\na cell took too much time to run\na cell took up too many resources to compute\n\nWhen you see a message like this:\n\n\n\n\nEither press the “Ok” button or reload the page\nRestart your kernel\nRerun your cells\n\nNote that you may lose some recent work if your kernel restarted when you were in the middle of editing a cell. As such, we recommend saving your work as often as possible.\nIf this does not fix the issue, it could be a problem with your code, usually the last cell that executed before your kernel crashed. Double check your logic, and feel free to make a private post on Ed if you’re stuck!"
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-    "text": "you haven’t made any changes to the notebook for a while\na cell took too much time to run\na cell took up too many resources to compute\n\n\n\n\n\n\nEither press the “Ok” button or reload the page\nRestart your kernel\nRerun your cells",
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-      "<span class='chapter-number'>2</span>  <span class='chapter-title'>Jupyter / Datahub</span>"
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+    "text": "Jupyterhub connects you to an external container to run your code. That connection could be slow/severed because:\n\nyou haven’t made any changes to the notebook for a while\na cell took too much time to run\na cell took up too many resources to compute\n\nWhen you see a message like this:\n\n\n\n\nEither press the “Ok” button or reload the page\nRestart your kernel\nRerun your cells\n\nNote that you may lose some recent work if your kernel restarted when you were in the middle of editing a cell. As such, we recommend saving your work as often as possible.\nIf this does not fix the issue, it could be a problem with your code, usually the last cell that executed before your kernel crashed. Double check your logic, and feel free to make a private post on Ed if you’re stuck!"
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     "section": "I can’t edit a cell",
-    "text": "I can’t edit a cell\nWe set some cells to read-only mode prevent accidental modification. That said, do not modify the given cells unless instructed to do so. If instructed, to make the cell writeable,\n\nClick the cell\nClick setting on the top right corner\nUnder “Common Tools”, you can toggle between “Editable” (can edit the cell) and “Read-Only” (cannot edit the cell)",
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-      "<span class='chapter-number'>2</span>  <span class='chapter-title'>Jupyter / Datahub</span>"
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+    "text": "I can’t edit a cell\nWe set some cells to read-only mode prevent accidental modification. That said, do not modify the given cells unless instructed to do so. If instructed, to make the cell writeable,\n\nClick the cell\nClick setting on the top right corner\nUnder “Common Tools”, you can toggle between “Editable” (can edit the cell) and “Read-Only” (cannot edit the cell)"
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     "section": "My text cell looks like code",
-    "text": "My text cell looks like code\nIf you double-click on a text (markdown) cell, it’ll appear in its raw format. To fix this, simply run the cell. If this doesn’t fix the problem, check out the commonly asked question below.",
-    "crumbs": [
-      "<span class='chapter-number'>2</span>  <span class='chapter-title'>Jupyter / Datahub</span>"
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+    "text": "My text cell looks like code\nIf you double-click on a text (markdown) cell, it’ll appear in its raw format. To fix this, simply run the cell. If this doesn’t fix the problem, check out the commonly asked question below."
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     "title": "Jupyter / Datahub",
     "section": "My text cell changed to a code cell / My code cell changed to a text cell",
-    "text": "My text cell changed to a code cell / My code cell changed to a text cell\nSometimes, a text (markdown) cell was changed to a code cell, or a code cell can’t be run because it’s been changed to a text (markdown) or raw cell. To fix this, toggle the desired cell type in the top bar.",
-    "crumbs": [
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+    "text": "My text cell changed to a code cell / My code cell changed to a text cell\nSometimes, a text (markdown) cell was changed to a code cell, or a code cell can’t be run because it’s been changed to a text (markdown) or raw cell. To fix this, toggle the desired cell type in the top bar."
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     "title": "Jupyter / Datahub",
     "section": "Why does running a particular cell cause my kernel to die?",
-    "text": "Why does running a particular cell cause my kernel to die?\nIf one particular cell seems to cause your kernel to die, this is likely because the computer is trying to use more memory than it has available. For instance: your code is trying to create a gigantic array. To prevent the entire server from crashing, the kernel will “die”. This is an indication that there is a mistake in your code that you need to fix.",
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+    "text": "Why does running a particular cell cause my kernel to die?\nIf one particular cell seems to cause your kernel to die, this is likely because the computer is trying to use more memory than it has available. For instance: your code is trying to create a gigantic array. To prevent the entire server from crashing, the kernel will “die”. This is an indication that there is a mistake in your code that you need to fix."
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     "section": "I accidentally deleted something in a cell that was provided to me – how do I get it back?",
-    "text": "I accidentally deleted something in a cell that was provided to me – how do I get it back?\nSuppose you’re working on Lab 5. One solution is to go directly to DataHub and rename your lab05 folder to something else, like lab05-old. Then, click the Lab 5 link on the course website again, and it’ll bring you to a brand-new version of Lab 5. You can then copy your work from your old Lab 5 to this new one, which should have the original version of the assignment.\nAlternatively, you can access this public repo and navigate to a blank copy of the assignment you were working on. In the case of Lab 5 for example, the notebook would be located at lab/lab05/lab05.ipynb. You can then check and copy over the contents of the deleted cell into a new cell in your existing notebook.",
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+    "text": "I accidentally deleted something in a cell that was provided to me – how do I get it back?\nSuppose you’re working on Lab 5. One solution is to go directly to DataHub and rename your lab05 folder to something else, like lab05-old. Then, click the Lab 5 link on the course website again, and it’ll bring you to a brand-new version of Lab 5. You can then copy your work from your old Lab 5 to this new one, which should have the original version of the assignment.\nAlternatively, you can access this public repo and navigate to a blank copy of the assignment you were working on. In the case of Lab 5 for example, the notebook would be located at lab/lab05/lab05.ipynb. You can then check and copy over the contents of the deleted cell into a new cell in your existing notebook."
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     "section": "“Click here to download zip file” is not working",
-    "text": "“Click here to download zip file” is not working\nWhen this happens, you can download the zip file through the menu on the left.\n\n\n\nRight click on the generated zip file and click “Download”.",
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+    "text": "“Click here to download zip file” is not working\nWhen this happens, you can download the zip file through the menu on the left.\n\n\n\nRight click on the generated zip file and click “Download”."
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     "section": "Autograder could not locate my PDF",
-    "text": "Autograder could not locate my PDF\nSometimes when running the grader.export(run_tests=True) cell at the end of the notebook, you run into an error where the autograder could not locate the PDF:\n\n\n\nTo fix this, make sure you have not accidentally converted any cells to raw type. All cells should either be markdown or code cells. You can easily convert cells by following these instructions earlier in the debugging guide.",
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+    "text": "Autograder could not locate my PDF\nSometimes when running the grader.export(run_tests=True) cell at the end of the notebook, you run into an error where the autograder could not locate the PDF:\n\n\n\nTo fix this, make sure you have not accidentally converted any cells to raw type. All cells should either be markdown or code cells. You can easily convert cells by following these instructions earlier in the debugging guide."
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     "section": "I can’t export my assignment as a PDF due to a LatexFailed error",
-    "text": "I can’t export my assignment as a PDF due to a LatexFailed error\nOccasionally when running the grader.export(run_tests=True) cell at the end of the notebook, you run into an error where the PDF failed to generate:\n\n\n\nConverting a Jupyter notebook to a PDF involves formatting some of the markdown text in LaTeX. However, this process will fail if your free response answers have (unresolved) LaTeX characters like \\n, $, or $$. There are several ways to resolve this:\n\nExport the notebook as a PDF: In the upper left hand menu, go to File -&gt; Save and Export Notebook As -&gt; PDF. Upload this file to Gradescope under the “Submit PDF” option.\nPrint the notebook from HTML: In the upper left hand menu, go to File -&gt; Save and Export Notebook As -&gt; HTML. In the new tab that will open up, print the website by typing ctrl + p (Windows) or cmd + p (Mac).\nTake screenshots: If you’re short on time, your best bet is to take screenshots of your free response answers. When submitting to Gradescope, choose the “Submit Images” options instead of the “Submit PDF” option.\nRemoving special LaTeX characters: If you have more time and would like the Datahub-generated PDF, please remove any special LaTeX characters from your free response answers.\n\nIf you use an alternate form of submission listed above, you don’t need to worry if you can’t select pages or if the selection doesn’t align. We’ll manually look through your submission when grading, and will account for that.",
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+    "text": "I can’t export my assignment as a PDF due to a LatexFailed error\nOccasionally when running the grader.export(run_tests=True) cell at the end of the notebook, you run into an error where the PDF failed to generate:\n\n\n\nConverting a Jupyter notebook to a PDF involves formatting some of the markdown text in LaTeX. However, this process will fail if your free response answers have (unresolved) LaTeX characters like \\n, $, or $$. There are several ways to resolve this:\n\nExport the notebook as a PDF: In the upper left hand menu, go to File -&gt; Save and Export Notebook As -&gt; PDF. Upload this file to Gradescope under the “Submit PDF” option.\nPrint the notebook from HTML: In the upper left hand menu, go to File -&gt; Save and Export Notebook As -&gt; HTML. In the new tab that will open up, print the website by typing ctrl + p (Windows) or cmd + p (Mac).\nTake screenshots: If you’re short on time, your best bet is to take screenshots of your free response answers. When submitting to Gradescope, choose the “Submit Images” options instead of the “Submit PDF” option.\nRemoving special LaTeX characters: If you have more time and would like the Datahub-generated PDF, please remove any special LaTeX characters from your free response answers.\n\nIf you use an alternate form of submission listed above, you don’t need to worry if you can’t select pages or if the selection doesn’t align. We’ll manually look through your submission when grading, and will account for that."
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-    "text": "Understanding autograder error messages\nWhen you pass a test, you’ll see a nice message and a cute emoji!\n\n\n\nWhen you don’t, however, the message can be a little confusing.\n\n\n\n\nThe best course of action is to find the test case that failed and use that as a starting point to debug your code.\n\n\n\nIn the example above, we see that the test case in green, max_swing in set(bus['name']), is not passing. The actual output (in blue) is often hard to parse, so the best course of action is to:\n\nMake a new (temporary) cell after the grader.check(...) cell. Please do not make a new cell in between the given code cell and the grader.check(...) cell, as it could mess with the results.\nCopy and paste the failing test case into your temporary cell and run it.\n\nIf it’s giving you an error like in the example above, look at the last line of the error and use the Debugging Guide’s search functionality in the top left menu to find the corresponding guide.\nIf it’s not giving you an error, it’ll likely give you an output like False. This means that your code does not cause an error (yay!), but it returns an incorrect output. In these casses, inspect each individual element of the test case. The example above checks if max_swing is in set(bus['name']), so it might be a good idea to display both variables and do a visual check.\nIf you’re still having issues, post on Ed!\n\nAfter your grader.check(...) passes, feel free to delete the temporary cell.\n\n\n\nWhy do I get an error saying “grader is not defined”?\nIf it has been a while since you’ve worked on an assignment, the kernel will shut itself down to preserve memory. When this happens, all of your variables are forgotten, including the grader. That’s OK. The easiest way to fix this is by restarting your kernel and rerunning all the cells. To do this, in the top left menu, click Kernel -&gt; Restart and Run All Cells.\n\n\nI’m positive I have the right answer, but the test fails. Is there a mistake in the test?\nWhile you might see the correct answer displayed as the result of the cell, chances are your solution isn’t being stored in the answer variable. Make sure you are assigning the result to the answer variable and that there are no typos in the variable name. Finally, restart your kernel and run all the cells in order: Kernel -&gt; Restart and Run All Cells.\n\n\nWhy does the last grader.export cell fail if all previous tests passed?\nThis can happen if you “overwrite” a variable that is used in a question. For instance, say Question 1 asks you to store your answer in a variable named stat and, later on in the notebook, you change the value of stat; the test right after Question 1 will pass, but the test at the end of the notebook will fail. It is good programming practice to give your variables informative names and to avoid repeating the same variable name for more than one purpose.\n\n\nWhy does a notebook test fail now when it passed before, and I didn’t change my code?\nYou probably ran your notebook out of order. Re-run all previous cells in order, which is how your code will be graded.",
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-    "text": "Gradescope/Pensieve\nWhen submitting to Gradescope or Pensieve, there are often unexpected errors that make students lose more points than expected. Thus, it is imperative that you stay on the submission page until the autograder finishes running, and the results are displayed.\n\nWhy did a Gradescope/Pensieve test fail when all the Jupyter notebook’s tests passed?\nThis can happen if you’re running your notebook’s cells out of order. The autograder runs your notebook from top-to-bottom. If you’re defining a variable at the bottom of your notebook and using it at the top, the Gradescope/Pensieve autograder will fail because it doesn’t recognize the variable when it encounters it.\nAnother scenario where this can happen is if you defined a variable in an earlier cell but later changed its name or deleted it. While your current session’s kernel will “remember” the variable, the Gradescope/Pensieve autograder will not, because it runs the notebook from top to bottom with no variables pre-stored. As a result, it will not recognize the variable if it has been deleted or renamed, and will throw an error.\nThe third scenario where this can happen is if you do not save your notebook before running the final export cell, which generates a zip file containing your notebook and the necessary files. If you run the export cell without saving, the autograder will not have access to the most recent version of your notebook, which can lead to unexpected errors. It will rely on the state of the notebook at the time of the last save, so any changes made afterward will not be reflected in the autograder’s execution.\nThis is why we recommend first saving and then going into the top left menu and clicking Kernel -&gt; Restart -&gt; Run All. The autograder “forgets” all of the variables and runs the notebook from top-to-bottom like the Gradescope/Pensieve autograder does. This will highlight any issues.\nFind the first cell that raises an error. Make sure that all of the variables used in that cell have been defined above that cell, and not below.\n\n\nWhy do I get a NameError: name ___ is not defined when I run a grader check?\nThis happens when you try to access a variable that has not been defined yet. Since the autograder runs all the cells in-order, if you happened to define a variable in a cell further down and accessed it before that cell, the autograder will likely throw this error. Another reason this could occur is because the notebook was not saved before the autograder tests are run. When in doubt, it is good practice to restart your kernel, run all the cells again, and save the notebook before running the cell that causes this error.\n\n\nWhy do I see multiple NameError: name ___ is not defined errors for all questions after a certain point on Gradescope/Pensieve?\nThis can happen if you import external packages when you are not instructed to do so. The base image on Gradescope/Pensieve includes only a specific list of pre-installed packages, defined by the course staff in the autograder. If you import a package that is not on this list, it will not be available to the autograder, even if you download the package correctly on your local Jupyter notebook environment. As a result, it will first encounter a ModuleNotFoundError when trying to import the package (though this error may not be shown to you), and then a NameError for every question afterward. Although this behavior is unintuitive, it’s a limitation of the autograder—only course staff can view certain output messages from your notebook to prevent cheating. If you encounter this issue, review your notebook’s imports and ensure you are not using any packages not included in the autograder environment.\n\n\nMy autograder keeps running/timed out\nIf your Gradescope submission page has been stuck running on this page for a while:\n\n\n\nor if it times out:\n\n\n\nit means that the Gradescope autograder failed to execute in the expected amount of time. TThis could be due to an inefficiency in your code or an issue on Gradescope’s end, so we recommend resubmitting and allowing the autograder to rerun. If the issue persists after a few attempts, you may need to investigate your code for inefficiencies.\nFor example, if you rerun all cells in your Jupyter notebook and notice that some cells take significantly longer to run than others, you might need to optimize those cells. Keep in mind that the time it takes to run all tests in your Jupyter notebook is not equivalent to the time it takes on Gradescope/Pensieve. However, it is proportional—if your notebook runs slowly on Datahub, it will likely run even more slowly on Gradescope/Pensieve, as the difference in runtime is amplified.\nIt is your responsibility to ensure that the autograder runs properly, and if it still fails, you should follow up by making a private Ed post.",
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-    "text": "My code is taking a really long time to run\nIt is normal for a cell to take a few seconds – sometimes a few minutes – to run. If it’s is taking too long, however, you have several options:\n\nTry restarting the kernel. Sometimes, Datahub glitches or lags, causing the code to run slower than expected. Restarting the kernel should fix this problem, but if the cell is still taking a while to run, it is likely a problem with your code.\nScrutinize your code. Am I using too many for loops? Is there a repeated operation that I can substitute with a pandas function?",
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+    "text": "Shortcuts for Cells\nFor the following commands, make sure you’re in command mode. You can enter this mode by pressing esc.\n\na: create a cell above\nb: create a cell below\ndd: delete current cell\nm: convert a cell to markdown (text cell)\ny: convert a cell to code"
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-    "text": "Why is it generally better avoid using loops or list comprehensions when possible?\nIn one word: performance. NumPy and pandas functions are optimized to handle large amounts of data in an efficient manner. Even for simple operations, like the elementwise addition of two arrays, NumPy arrays are much faster and scale better (feel free to experiment with this yourself using %%time). This is why we encourage you to vectorize your code (ie. using NumPy arrays, Series, or DataFrames instead of Python lists) and use in-built NumPy/pandas functions wherever possible.",
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+    "text": "Running Cells\nFor individual cells,\n\nctrl + return: run the current cell\nshift + return: run the current cell and move to the next cell\n\nTo run all cells in a notebook:\n\nIn the menu bar on the left, click Run. From here, you have several options. The ones we use most commonly are:\n\nRun All Above Selected Cell: this runs every cell above the selected cell\nRun Selected Cell and All Below: this runs the selected cell and all cells below\nRun All: this runs every cell in the notebook from top-to-bottom"
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+    "text": "Saving your notebook\nJupyter autosaves your work, but there can be a delay. As such, it’s a good idea to save your work as often as you remember and especially before submitting assignments. To do so, press ctrl + s."
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-    "text": "TypeErrors\n\nTypeError: '___' object is not callable\nThis often happens when you use a default keyword (like str, list, range, bool, sum, or max) as a variable name, for instance:\nsum = 1 + 2 + 3\nThese errors can be tricky because they don’t error on their own but cause problems when we try to use the name sum (for example) later on in the notebook.\nTo fix the issue, identify any such lines of code (Ctrl+F on “sum =” for example), change your variable names to be something more informative, and restart your notebook.\nPython keywords like str and list appear in green text, so be on the lookout if any of your variable names appear in green!\n\n\nTypeError: could not convert string to a float\nThis error often occurs when we try to do math operations (ie. sum, average, min, max) on a DataFrame column or Series that contains strings instead of numbers (note that we can do math operations with booleans; Python treats True as 1 and False as 0).\nDouble check that the column you’re interested in is a numerical type (int, float, or double). If it looks like a number, but you’re still getting this error, you can use .astype(...) (documentation) to change the datatype of a DataFrame or Series.\n\n\nTypeError: Could not convert &lt;string&gt; to numeric\nRelated to the above (but distinct), you may run into this error when performing a numeric aggregation function (like mean or sum functions that take integer arguments) after doing a groupby operation on a DataFrame with non-numeric columns.\nWorking with the elections dataset for example,\nelections.groupby('Year').agg('mean')\nwould error because pandas cannot compute the mean of the names of presidents. There are three ways to get around this:\n\nSelect only the numeric columns you are interested in before applying the aggregation function. In the above case, both elections.groupby('Year')['Popular Vote'] or elections['Popular vote'].groupby('Year') would work.\nSetting the numeric_only argument to True in the .agg call, thereby applying the aggregation function only to numeric columns. For example, elections.groupby('Year').agg('mean', numeric_only=True).\nPassing in a dictionary to .agg where you specify the column you are applying a particular aggregation function to. Continuing the same example, this looks like elections.groupby('Year').agg({'Popular vote' : 'mean').\n\n\n\nTypeError: 'NoneType' object is not subscriptable / AttributeError: 'NoneType' object has no attribute 'shape'\nThis usually occurs as you assign a None value to a variable, then try to either index into or access some attribute of that variable. For Python functions like append and extend, you do not need to do any variable assignment because they mutate the variable directly and return None. Assigning None tends to happen as a result of code like:\nsome_list = some_list.append(element)\nIn contrast, an operation like np.append does not mutate the variable in place and, instead, returns a copy. In these cases, (re)assignment is necessary:\nsome_array = np.append(some_array, element)\n\n\nTypeError: 'int'/'float' object is not subscriptable\nThis occurs when you try and index into an integer or other numeric Python data type. It can be confusing to debug amidst a muddle of code, but you can use the error message to identify which variable is causing this error. Using type(var_name) to check the data type of the variable in question can be a good starting point.",
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+    "text": "Restarting Kernel\nIn the menu bar on the left, click Kernel. From here, you have several options. The ones we use most commonly are:\n\nRestart Kernel...\nRestart Kernel and Run up to Selected Cell\nRestart Kernel and Run All Cells"
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+    "text": "Question 5 is a challenging question that mirrors a lot of data science work in the real world: cleaning, exploring, and transforming data; fitting a model, working with a pre-defined pipeline and evaluating your model’s performance. Here are some general debugging tips to make the process easier:\n\nSeparate small tasks into helper functions, especially if you will execute them multiple times. For example, a helper function that one-hot encodes a categorical variable may be helpful as you could perform it on multiple such columns. If you’re parsing a column with RegEx, it also might be a good idea to separate it to a helper function. This allows you to verify that you’re not making errors in these small tasks and prevents unknown bugs from appearing.\nFeel free to make new cells to play with the data! As long as you delete them afterward, it will not affect the autograder.\nThe feature_engine_final function looks daunting at first, but start small. First, try and implement a model with a single feature to get familiar with how the pipeline works, then slowly experiment with adding one feature at a time and see how that affects your training RMSE.\n\n\n\n\nYour model is likely overfitting to the training data and does not generalize to the test set. Recall the bias-variance tradeoff discussed in lecture. As you add more features and make your model more complex, it is expected that your training error will decrease. Your validation and test error may also decrease initially, but if your model is too complex, you end up with high validation and test RMSE.\n\n\n\nTo decrease model complexity, consider visualizing the relationship between the features you’ve chosen with the (Log) Sale Price and removing features that are not highly correlated. Removing outliers can also help your model generalize better and prevent it from fitting to noise in the data. Methods like cross-validation allow you to get a better sense of where you lie along the validation error curve. Feel free to take a look at the code used in Lecture 16 if you’re confused on how to implement cross-validation.\n\n\n\nIf you’re passing the tests for question 5d but getting this error in question 5f, then your Y variable is likely a DataFrame, not a Series. sklearn models like LinearRegression expect X to be a 2D datatype (ie. DataFrame, 2D NumPy array) and Y to be a 1D datatype (ie. Series, 1D NumPy array).\n\n\n\nKeyErrors are raised when a column name does not exist in your DataFrame. You could be getting this error because:\n\nThe test set does not contain a \"(Log) Sale Price\" as that’s what we’re trying to predict. Make sure you only reference the \"(Log) Sale Price\" column when working with training data (is_test_set=False).\nYou dropped the \"Sale Price\" column twice in your preprocessing code.\n\n\n\n\nThis error occurs if your final design matric contains non-numeric columns. For example, if you simply run X = data.drop(columns = [\"Log Sale Price\", \"Sale Price\"]), all the non-numeric columns of data are still included in X and you will see this error message. The fit function of a lm.LinearRegression object can take a pandas DataFrame as the X argument, but requires that the DataFrame is only composed of numeric values.\n\n\n\nThe reason why your X data contains infinity is likely because you are taking the logarithm of 0 somewhere in your code. To prevent this, try:\n\nAdding a small number to the features that you want to perform the log transformation on so that all values are positive and greater than 0. 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Note that this is only possible on the training data as you cannot drop rows from the test set.\n\n\n\n\nThis error is followed by one or both of the following:\nFeature names unseen at fit time:\n- FEATURE NAME 1\n- FEATURE NAME 2\n  ...\n\nFeature names seen at fit time, yet now missing\n- FEATURE NAME 1\n- FEATURE NAME 2\n  ...\nThis error occurs if the columns/features you’re passing in for the test dataset aren’t the same as the features you used to train the model. sklearn’s models expect the testing data’s column names to match the training data’s. The features listed under Feature names unseen at fit time are columns that were present in the training data but not the testing data, and features listed under Feature names seen at fit time, yet now missing were present in the testing data but not the training data.\nPotential causes for this error:\n\nYour preprocessing for X is different for training and testing. Double-check your code in feature_engine_final! 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Use the error traceback to identify which line is erroring, and print out the shape of the arrays on the line before using .shape.\n\n\n\nThis error occurs when a NoneType variable is being accessed like a class, for example None.some_function(). It may be difficult to identify where the NoneType is coming from, but here are some possible causes:\n\nCheck that your helper functions always end with a return statement and that the result is expected!\npandas’ inplace= argument allows us to simplify code; instead of reassigning df = df.an_operation(inplace=False), you can choose to shorten the operation as df.an_operation(inplace=True). Note that any inplace=True argument modifies the DataFrame and returns nothing (read more about it in this stack overflow post). Both df = df.an_operation(inplace=True) and df.an_operation(inplace=True).another_operation() will result in this TypeError.\n\nCheck the return type of all functions you end up using. 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-    "text": "How to Interpret regex101\nRegEx syntax can be incredibly confusing, so we highly encourage using sources like the Data 100 Exam reference sheet (you can find this under the “Exam Resources” section on our Resources page) or websites like regex101.com to help build your understanding.\nRegex101 is a great tool that helps you visually interact with RegEx patterns. Let’s take a look at its components with a simple example.",
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+    "text": "Question 5 is a challenging question that mirrors a lot of data science work in the real world: cleaning, exploring, and transforming data; fitting a model, working with a pre-defined pipeline and evaluating your model’s performance. Here are some general debugging tips to make the process easier:\n\nSeparate small tasks into helper functions, especially if you will execute them multiple times. For example, a helper function that one-hot encodes a categorical variable may be helpful as you could perform it on multiple such columns. If you’re parsing a column with RegEx, it also might be a good idea to separate it to a helper function. This allows you to verify that you’re not making errors in these small tasks and prevents unknown bugs from appearing.\nFeel free to make new cells to play with the data! As long as you delete them afterward, it will not affect the autograder.\nThe feature_engine_final function looks daunting at first, but start small. First, try and implement a model with a single feature to get familiar with how the pipeline works, then slowly experiment with adding one feature at a time and see how that affects your training RMSE.\n\n\n\n\nYour model is likely overfitting to the training data and does not generalize to the test set. Recall the bias-variance tradeoff discussed in lecture. As you add more features and make your model more complex, it is expected that your training error will decrease. Your validation and test error may also decrease initially, but if your model is too complex, you end up with high validation and test RMSE.\n\n\n\nTo decrease model complexity, consider visualizing the relationship between the features you’ve chosen with the (Log) Sale Price and removing features that are not highly correlated. Removing outliers can also help your model generalize better and prevent it from fitting to noise in the data. 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Make sure you only reference the \"(Log) Sale Price\" column when working with training data (is_test_set=False).\nYou dropped the \"Sale Price\" column twice in your preprocessing code.\n\n\n\n\nThis error occurs if your final design matric contains non-numeric columns. For example, if you simply run X = data.drop(columns = [\"Log Sale Price\", \"Sale Price\"]), all the non-numeric columns of data are still included in X and you will see this error message. The fit function of a lm.LinearRegression object can take a pandas DataFrame as the X argument, but requires that the DataFrame is only composed of numeric values.\n\n\n\nThe reason why your X data contains infinity is likely because you are taking the logarithm of 0 somewhere in your code. To prevent this, try:\n\nAdding a small number to the features that you want to perform the log transformation on so that all values are positive and greater than 0. Note that whatever value you add to your train data should also be added to your test data.\nRemoving zeroes before taking the logarithm. Note that this is only possible on the training data as you cannot drop rows from the test set.\n\n\n\n\nThe reason why your design matrix X contains NaN values is likely because you take the log of a negative number somewhere in your code. To prevent this, try:\n\nShifting the range of values for features that you want to perform the logging operation on to positive values greater than 0. Note that whatever value you add to your train data should also be added to your test data.\nRemoving negative values before taking the log. Note that this is only possible on the training data as you cannot drop rows from the test set.\n\n\n\n\nThis error is followed by one or both of the following:\nFeature names unseen at fit time:\n- FEATURE NAME 1\n- FEATURE NAME 2\n  ...\n\nFeature names seen at fit time, yet now missing\n- FEATURE NAME 1\n- FEATURE NAME 2\n  ...\nThis error occurs if the columns/features you’re passing in for the test dataset aren’t the same as the features you used to train the model. sklearn’s models expect the testing data’s column names to match the training data’s. The features listed under Feature names unseen at fit time are columns that were present in the training data but not the testing data, and features listed under Feature names seen at fit time, yet now missing were present in the testing data but not the training data.\nPotential causes for this error:\n\nYour preprocessing for X is different for training and testing. Double-check your code in feature_engine_final! Besides removing any references to 'Sale Price' and code that would remove rows from the test set, your preprocessing should be the same.\nSome one-hot-encoded categories are present in training but not in testing (or vice versa). For example, let’s say that the feature \"Data100\" has categories “A”, “B”, “C”, and “D”. If “A”, “B”, and “C” are present in the training data, but “B”, “C”, and “D” are present in the testing data, you will get this error:\nThe feature names should match those that were passed during fit. Feature names unseen at fit time:\n- Data100_D\n  ...\n\nFeature names seen at fit time, yet now missing\n- Data100_A\n\n\n\n\nThis error occurs when you attempt to perform an operation on two NumPy arrays with mismatched dimensions. For example, np.ones(100000) - np.ones(1000000) is not defined since you cannot perform elementwise addition on arrays with different lengths. Use the error traceback to identify which line is erroring, and print out the shape of the arrays on the line before using .shape.\n\n\n\nThis error occurs when a NoneType variable is being accessed like a class, for example None.some_function(). It may be difficult to identify where the NoneType is coming from, but here are some possible causes:\n\nCheck that your helper functions always end with a return statement and that the result is expected!\npandas’ inplace= argument allows us to simplify code; instead of reassigning df = df.an_operation(inplace=False), you can choose to shorten the operation as df.an_operation(inplace=True). Note that any inplace=True argument modifies the DataFrame and returns nothing (read more about it in this stack overflow post). Both df = df.an_operation(inplace=True) and df.an_operation(inplace=True).another_operation() will result in this TypeError.\n\nCheck the return type of all functions you end up using. For example, np.append(arr_1, arr_2) returns a NumPy array. In contrast, Python’s .append function mutates the iterable and returns None. If you are unsure of what data type is being returned, looking up the documentation of the function , adding print statements, using type(some_function(input) are all useful ways to debug your code."
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-    "text": "Example 1: Basic\n\n\n\n\n\nFlavor: Regular expressions work slightly differently depending on the programming language you use. In Data 100, we only use the Python flavor. By default, regex101 opens on the PCRE2 flavor, so make sure to change to Python before experimenting.\nRegular Expression: This is where the RegEx expression goes. For this example, our pattern is Data 100. In Python, we denote it as a string r\"Data 100\" with the prefix r to indicate that this is a RegEx expression, not a normal Python string. In regex101, because we changed to the Python flavor, we don’t need to type out the r\" at the start or the \" at the end, as that’s already set up for us.\nExplanation: This portion of the website explains each component of the pattern above. Since it does not contain any special characters, Data 100 will match any portion of a string containing Data 100.\nTest String: This is where you can try out different inputs and see if they match the RegEx pattern. Of the 4 example sentences, we see that only the first sentence contains characters that match the pattern, highlighted in blue. (Note that while sentence 3 does contain data 100, RegEx is sensitive to capitalization. d and D are different characters)\nMatch Information: Each match between the RegEx expression and test strings is shown here.\n\n\n\nExample 2: Greedy\nFor this example, let’s replace the 100 in our original expression with \\d+ so that our pattern is Data \\d+\n\n\n\n\n\\d and + are both special operators, and the explanation on the top right (boxed in red) tells us what they do:\n\n\\d matches digits, or any number between 0 and 9. It’s equivalent to [0-9].\n+ matches the previous token \\(\\geq 1\\) times. It is a greedy operation, meaning it will match as many characters as possible.\n\nAltogether, the expression \\d+ will match any digit one or more times. Look at each match under “Match Information”. Can you see why they align with Data \\d+?\n\n\nExample 3: Capturing Groups\nLet’s say we’re given a body of text with dates formatted as DD/Month/YYYY (ie. 04/Jan/2014), and we’re interested in extracting the dates. An expression like r\"\\d+\\/\\w+\\/\\d+\" would match any string with the DD/Month/YYYY format:\n\nthe first \\d+ matches DD patterns (ie. 04)\n\\/ matches the / separator. Since / is a special operator in RegEx, we need to escape it with \\ to get the literal character.\n\\w+ in the middle matches Month patterns we’re interested in (ie. Jan, January)\nlastly, \\d+ matches YYYY patterns (ie. 2014)\n\nThat’s great! This pattern will match the entirety of DD/Month/YYYY, but what if we want to access DD individually? What about YYYY? This is where capturing groups comes in handy. Capturing groups are RegEx expressions surrounded by parenthesis () that are used to remember the text they match so that it can be referenced later. Putting capturing groups around \\d+ and \\w+ to get r\"(\\d+)\\/(\\w+)\\/(\\d+)\"gives us the following:\n\n\n\n\n\nThe “Explanation” section now shows an explanation for each of the 3 capturing groups.\nIn our test strings, the portion matching the RegEx expression is highlighted in blue per usual. Additionally, each capturing group is highlighted with a particular color: green, orange, and purple.\nThese colored highlights correspond to their match/group under “Match Information”. “Match #” (light blue) shows the entire portion that matches the expression while “Group #” shows the match per group.\n\n\nHow do I access captured groups?\nTo access each group, we use the following syntax:\ntarget_string = \"Today's date is 01/March/2024.\"\nresult = re.search(r\"(\\d+)\\/(\\w+)\\/(\\d+)\", target_string)\n\nresult # re.Match object\nresult.groups() # all captured groups: ('01', 'March', '2024')\nresult.group(0) # '01/March/2024', the full match\nresult.group(1) # '01', the first captured group\nresult.group(2) # 'March', the second captured group\nresult.group(3) # '2024', the third captured group",
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+    "text": "Question 6\n\nI’m getting negative values for the prop_overest plot\nNote that in the function body, the skeleton code includes:\n# DO NOT MODIFY THESE TWO LINES\n    if subset_df.shape[0] == 0:\n        return -1\nThe above two lines of code are included to avoid dividing by 0 when computing prop_overest in the case that subset_df does not have any rows. When interpreting the plots, you can disregard the negative portions as you know they are invalid values corresponding to this edge case. You can verify this by observing that your RMSE plot does not display the corresponding intervals."
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-    "text": "RegEx Misconceptions & General Errors\n\nI’m certain my RegEx pattern in .str.replace is correct, but I’m not passing the grader check.\nHere’s the skeleton from the exam reference sheet:\ns.str.replace(pat, repl, regex=False)\nNotice how the regex= argument has a default value of False, causing pandas to treat pat like a normal Python string. Make sure to set regex=True if you’re using RegEx!\n\n\nMy RegEx pattern matches the test cases on regex101, but is not working in pandas with .str.findall / .str.extractall / .str.extract.\nThe most likely reason for this is forgetting to include the r before the string with your regular expression. Without including the r in .str.findall(r\".*\"), pandas will not interpret your pattern as a regex expression and will only match it literally.\n\n\nValue Error: pattern contains no capture groups\nThese errors usually occur when using s.str.extract or s.str.extractall. Read more about it in the RegEx course notes. This error means that your RegEx pattern does not match anything in the given Series of strings. To debug this, try putting your pattern into regex101.com and use example strings from the Series as test cases.\n\n\nWhen do I need to escape characters?\nThe special characters in RegEx are: . ^ $ * + ? ] [ \\ | ( ) { } }\nIf you want to match exactly those characters in a RegEx expression, you need to “escape” them by preceding them with a backslash \\. However, the rules around this can change in the context of character classes.\nFor example, the pattern r\"[.]\" matches '.', the literal period. In this context, it is not treated as a special character. The hyphen, while not included in the list of special characters, also changes its behavior depending on its position in a character class. It can be used to specify a range of characters (e.g. r\"[0-9]\") based on their Unicode values, or match a literal '-' if it does not have two adjacent characters (e.g. r\"[-09]\" matches -, 0, 9). To be on the safer side, you could escape - like in r\"[0\\-9]\" to achieve the same result.\nFinally, it’s generally good practice to escape both single and double quotes for greater readability. Technically, patterns like r\"'(.\\*)'\" and r'\"(.\\*)\"' do work as you’d expect, but you can already see how confusing it is to decipher what’s going on. Escaping the quotes inside the pattern does not affect what matches you get, but makes it easier to figure out what the intended match was.\n\n\nThe three uses of ^\nThe ^ character can be tricky to wrap your head around given how its function changes depending on the context:\n\nIf used at the start of a pattern, like in r\"^\\w\", it means that a lowercase letter must begin the string in order for a match to occur.\nIf included at the start of a character class, like in r\"[^abc]\", it negates all the characters in that class and will match with any other character – in the above example, any character that is not a, b, c.\nFinally, if escaped as in r\"\\^\" it is treated as a literal and will match any instance of ^.\n\n\n\nWhat’s the difference between all the re functions?\nThe exam reference sheets give a few re functions, but how can you determine which one to use?\n\n\n\n\nre.match and re.search only return one instance of a match between string and pattern (or None if there’s no match) - re.match only considers characters at the beginning of a string - re.search considers characters anywhere in the string - For example: ``` pattern = r”Data 100” example1 = “Data 100 is the best!” example2 = “I love Data 100!”\nre.match(pattern, example1).group(0) # matches “Data 100” re.match(pattern, example2) # does not match “Data 100” because it’s not at the beginning of a string; returns None\nre.search(pattern, example1).group(0) # matches “Data 100” re.search(pattern, example2).group(0) # matches “Data 100” ```\nIf, instead, you’re interested in finding all matches between the given string and pattern, re.findall will find them all, returning the matches in a list.\nre.findall(r'\\d+', 'Data 100, Data 8, Data 101') \n# returns a list of strings: ['100', '8', '101']\n\nre.findall(r'\\d+', 'Data science is great')  \n# no matches found, returns empty list: []\nre.sub will find them all and replace it with a string of your choice.\nre.sub(r'\\d+', 'panda', 'Data 100, Data 8, Data 101') \n# returns 'Data panda, Data panda, Data panda'\n\nre.sub(r'\\d+', 'panda', 'Data science is great')  \n# no matches found, returns the original string \"Data science is great\" \n\n\nWhat’s the difference between re functions and pd.Series.str functions?\nGenerally, all the pd.Series.str functions are used when you want to apply a Python or RegEx string function to a Series of strings. In contrast, re functions are applied to string objects. The reference sheet gives a great overview of the different use cases of each of the pd.Series.str functions.",
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+    "text": "Gradescope/Pensieve\n\nI don’t have many Gradescope/Pensieve submissions left\nIf you’re almost out of Gradescope submissions, try using k-fold cross-validation to check the accuracy of your model. Results from cross-validation will be closer to the test set accuracy than results from the training data. Feel free to take a look at the code used in Lecture 16 if you’re confused on how to implement cross-validation.\n\n\n“Wrong number of lines ( ** instead of ** )”\nThis occurs when you remove outliers when preprocessing the testing data. Please do not remove any outliers from your test set. You may only remove outliers in training data.\n\n\nMy code runs locally, but it fails for every question after a certain point\nSee Why do I see multiple NameError: name ___ is not defined errors for all questions after a certain point on Gradescope/Pensieve?"
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-    "text": "My legend’s labels don’t match up / my legend isn’t displaying properly\nVisualizations are how data scientists use to communicate their insights to the world. In the process of making a good visualization, be it while adding a legend or setting the x-axis label, we may run into some errors. Let’s take a look at how to resolve them below!\nIf you simply add plt.legend() after your plotting line of code, you should see a legend; seaborn will sometimes automatically populate the legend. However, if you’re plotting multiple lines or sets of points on a single plot, the labels in the legend may not correctly line up with what’s shown.\nMake sure to pass in the label argument into the sns plotting function with the label you want associated with that individual plot. For example,",
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+    "text": "Visualizations are how data scientists use to communicate their insights to the world. In the process of making a good visualization, be it while adding a legend or setting the x-axis label, we may run into some errors. Let’s take a look at how to resolve them below!"
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-    "text": "The y-axis of my histplot shows the count, not the density\nLook into the sns.histplot documentation and see what arguments the stat parameter takes in. By default, stat=count, and the number of elements in each histogram bin is the y axis. But if you wanted to normalize the distribution such that the total area is 1, consider passing stat=density into the plot function.",
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+    "text": "The y-axis of my histplot shows the count, not the density\nLook into the sns.histplot documentation and see what arguments the stat parameter takes in. By default, stat=count, and the number of elements in each histogram bin is the y axis. But if you wanted to normalize the distribution such that the total area is 1, consider passing stat=density into the plot function."
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-    "text": "I’m having trouble labeling the axes/title of my graph\nTo label the axes and title of a graph, we use the following syntax:\nplt.xlabel(“x axis name”) \nplt.ylabel(“y axis name”) \nplt.title(“graph title”) \nWhere plt.xlabel, plt.ylabel, and plt.title are matplotlib functions that we call.\nHowever, we often see students use the following incorrect syntax to try and label their plot:\nplt.xlabel = \"x name\"\nplt.ylabel = \"y name\"\nplt.title = \"graph title\"\nNow, instead of plt.xlabel, plt.ylabel, and plt.title being functions, they are strings. Trying to call one of the labelling function using the correct syntax in the next few cells (ie.plt.xlabel(“x name”)) will result in a TypeError: str object is not callable. If this happens to you, comb through your notebook and look for places when you used the incorrect syntax. After fixing it, restart your kernel and rerun your cells.",
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+    "text": "I’m having trouble labeling the axes/title of my graph\nTo label the axes and title of a graph, we use the following syntax:\nplt.xlabel(“x axis name”) \nplt.ylabel(“y axis name”) \nplt.title(“graph title”) \nWhere plt.xlabel, plt.ylabel, and plt.title are matplotlib functions that we call.\nHowever, we often see students use the following incorrect syntax to try and label their plot:\nplt.xlabel = \"x name\"\nplt.ylabel = \"y name\"\nplt.title = \"graph title\"\nNow, instead of plt.xlabel, plt.ylabel, and plt.title being functions, they are strings. Trying to call one of the labelling function using the correct syntax in the next few cells (ie.plt.xlabel(“x name”)) will result in a TypeError: str object is not callable. If this happens to you, comb through your notebook and look for places when you used the incorrect syntax. After fixing it, restart your kernel and rerun your cells."
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-    "text": "My sns.lineplot has an unwanted shaded region around the solid lines.\n\nNote: the following examples are taken from sns.lineplot’s documentation.\n\nsns.lineplot gives us a clean line when each x value has one y value. For example, the table\n\n\n\nYear\nMay\n\n\n\n\n1948\n120\n\n\n1949\n122\n\n\n1950\n123\n\n\n\\(\\vdots\\)\n\\(\\vdots\\)\n\n\n\nwill give us a clean plot because each year corresponds to a single “Number of Flights in May” value.\n\n\n\n\nWhen each x value has multiple y values, sns.lineplot will automatically plot a shaded region around the solid line, where the solid line is the mean of the y values for that x value (think of a groupby on x aggregated by .mean() on y) and the shaded region is the 95% confidence interval (read more about confidence intervals in the Data 8 textbook). For example, the table\n\n\n\nYear\nMay\n\n\n\n\n1948\n115\n\n\n1948\n120\n\n\n1948\n125\n\n\n1949\n118\n\n\n1949\n122\n\n\n1949\n126\n\n\n\\(\\vdots\\)\n\\(\\vdots\\)\n\n\n\nwill plot a lineplot with a shaded region.\n\n\n\n\nIf you do not want the shaded region, aggregate the data such that there is only one y-value for a given x-value; then, make the plot.",
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+    "text": "My sns.lineplot has an unwanted shaded region around the solid lines.\n\nNote: the following examples are taken from sns.lineplot’s documentation.\n\nsns.lineplot gives us a clean line when each x value has one y value. For example, the table\n\n\n\nYear\nMay\n\n\n\n\n1948\n120\n\n\n1949\n122\n\n\n1950\n123\n\n\n\\(\\vdots\\)\n\\(\\vdots\\)\n\n\n\nwill give us a clean plot because each year corresponds to a single “Number of Flights in May” value.\n\n\n\n\nWhen each x value has multiple y values, sns.lineplot will automatically plot a shaded region around the solid line, where the solid line is the mean of the y values for that x value (think of a groupby on x aggregated by .mean() on y) and the shaded region is the 95% confidence interval (read more about confidence intervals in the Data 8 textbook). For example, the table\n\n\n\nYear\nMay\n\n\n\n\n1948\n115\n\n\n1948\n120\n\n\n1948\n125\n\n\n1949\n118\n\n\n1949\n122\n\n\n1949\n126\n\n\n\\(\\vdots\\)\n\\(\\vdots\\)\n\n\n\nwill plot a lineplot with a shaded region.\n\n\n\n\nIf you do not want the shaded region, aggregate the data such that there is only one y-value for a given x-value; then, make the plot."
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+    "text": "About\nThis text offers pointers for keyboard shortcuts or common mistakes that accompany the coursework in the Summer 2025 Edition of the UC Berkeley course Data 100: Principles and Techniques of Data Science.\nInspiration for this guide was taken from the UC San Diego course DSC 10: Principles of Data Science and their debugging guide.\nIf you spot any typos or would like to suggest any changes, please email us at data100.instructors@berkeley.edu."
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-    "text": "TypeError: could not convert string to float: 'SF'\nType errors like these usually stem from applying a numeric aggregation function to a non-numeric column as described in the pandas section of the debugging guide.\nAggregation functions like np.median and np.mean are only well-defined for columns with numeric types like int and float. Your code is likely trying to aggregate across all columns in training_data, including those of type str. Instead of aggregating across the entire DataFrame, try just selecting the relevant columns.\n\n\nTypeError: unhashable type: 'Series'\nThis error can occur if you try and use Python’s in to check whether values in a Series are contained in a list. If you’re trying to perform boolean filtering in this manner, you should look into the .isin (documentation) function as introduced in HW 2.",
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-    "text": "Question 7\n\nI’m not sure how to use sklearn to do One Hot Encoding\nA good starting point is to revisit the One Hot Encoding question in Lab 7. It’s recommended you look through this portion of the walkthrough, so you have a good understanding of how to use the OneHotEncoder object. Pay attention to what each variable represents and the expected outputs of the functions used. Can you map the logic from the lab to this project? A nice way to start is to make a new cell and experiment with examples from the documentation.\n\n\nMy OHE columns contain a lot of NaN values\nThis may happen if you try and merge the OHE columns with the training_data table without making sure both DataFrame have the same index values. Look into the pd.merge documentation for ways to resolve this.",
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+    "text": "pandas errors can look red, scary, and very long. Fortunately, we don’t need to understand the entire thing! The most important parts of an error message are at the top, which tells you which line of code is causing the issue, and at the bottom, which tells you exactly what the error message is.\n\n\n\n\nThis note is (mostly) structured around the error messages that show up at the bottom."
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-    "text": "General Debugging Tips\nQuestion 5 is a challenging question that mirrors a lot of data science work in the real world: cleaning, exploring, and transforming data; fitting a model, working with a pre-defined pipeline and evaluating your model’s performance. Here are some general debugging tips to make the process easier:\n\nSeparate small tasks into helper functions, especially if you will execute them multiple times. For example, a helper function that one-hot encodes a categorical variable may be helpful as you could perform it on multiple such columns. If you’re parsing a column with RegEx, it also might be a good idea to separate it to a helper function. This allows you to verify that you’re not making errors in these small tasks and prevents unknown bugs from appearing.\nFeel free to make new cells to play with the data! As long as you delete them afterward, it will not affect the autograder.\nThe feature_engine_final function looks daunting at first, but start small. First, try and implement a model with a single feature to get familiar with how the pipeline works, then slowly experiment with adding one feature at a time and see how that affects your training RMSE.\n\n\n\nMy training RMSE is low, but my validation/test RMSE is high\nYour model is likely overfitting to the training data and does not generalize to the test set. Recall the bias-variance tradeoff discussed in lecture. As you add more features and make your model more complex, it is expected that your training error will decrease. Your validation and test error may also decrease initially, but if your model is too complex, you end up with high validation and test RMSE.\n\n\n\nTo decrease model complexity, consider visualizing the relationship between the features you’ve chosen with the (Log) Sale Price and removing features that are not highly correlated. Removing outliers can also help your model generalize better and prevent it from fitting to noise in the data. Methods like cross-validation allow you to get a better sense of where you lie along the validation error curve. Feel free to take a look at the code used in Lecture 16 if you’re confused on how to implement cross-validation.\n\n\nValueError: Per-column arrays must each be 1-dimensional\nIf you’re passing the tests for question 5d but getting this error in question 5f, then your Y variable is likely a DataFrame, not a Series. sklearn models like LinearRegression expect X to be a 2D datatype (ie. DataFrame, 2D NumPy array) and Y to be a 1D datatype (ie. Series, 1D NumPy array).\n\n\nKeyError: 'Sale Price'/KeyError: 'Log Sale Price'\nKeyErrors are raised when a column name does not exist in your DataFrame. You could be getting this error because:\n\nThe test set does not contain a \"(Log) Sale Price\" as that’s what we’re trying to predict. Make sure you only reference the \"(Log) Sale Price\" column when working with training data (is_test_set=False).\nYou dropped the \"Sale Price\" column twice in your preprocessing code.\n\n\n\nValue Error: could not convert string to float\nThis error occurs if your final design matric contains non-numeric columns. For example, if you simply run X = data.drop(columns = [\"Log Sale Price\", \"Sale Price\"]), all the non-numeric columns of data are still included in X and you will see this error message. The fit function of a lm.LinearRegression object can take a pandas DataFrame as the X argument, but requires that the DataFrame is only composed of numeric values.\n\n\nValueError: Input X contains infinity or a value too large for dtype('float64')\nThe reason why your X data contains infinity is likely because you are taking the logarithm of 0 somewhere in your code. To prevent this, try:\n\nAdding a small number to the features that you want to perform the log transformation on so that all values are positive and greater than 0. Note that whatever value you add to your train data should also be added to your test data.\nRemoving zeroes before taking the logarithm. Note that this is only possible on the training data as you cannot drop rows from the test set.\n\n\n\nValueError: Input X contains NaN\nThe reason why your design matrix X contains NaN values is likely because you take the log of a negative number somewhere in your code. To prevent this, try:\n\nShifting the range of values for features that you want to perform the logging operation on to positive values greater than 0. Note that whatever value you add to your train data should also be added to your test data.\nRemoving negative values before taking the log. Note that this is only possible on the training data as you cannot drop rows from the test set.\n\n\n\nValueError: The feature names should match those that were passed during fit\nThis error is followed by one or both of the following:\nFeature names unseen at fit time:\n- FEATURE NAME 1\n- FEATURE NAME 2\n  ...\n\nFeature names seen at fit time, yet now missing\n- FEATURE NAME 1\n- FEATURE NAME 2\n  ...\nThis error occurs if the columns/features you’re passing in for the test dataset aren’t the same as the features you used to train the model. sklearn’s models expect the testing data’s column names to match the training data’s. The features listed under Feature names unseen at fit time are columns that were present in the training data but not the testing data, and features listed under Feature names seen at fit time, yet now missing were present in the testing data but not the training data.\nPotential causes for this error:\n\nYour preprocessing for X is different for training and testing. Double-check your code in feature_engine_final! Besides removing any references to 'Sale Price' and code that would remove rows from the test set, your preprocessing should be the same.\nSome one-hot-encoded categories are present in training but not in testing (or vice versa). For example, let’s say that the feature \"Data100\" has categories “A”, “B”, “C”, and “D”. If “A”, “B”, and “C” are present in the training data, but “B”, “C”, and “D” are present in the testing data, you will get this error:\nThe feature names should match those that were passed during fit. Feature names unseen at fit time:\n- Data100_D\n  ...\n\nFeature names seen at fit time, yet now missing\n- Data100_A\n\n\n\nValueError: operands could not be broadcast together with shapes ...\nThis error occurs when you attempt to perform an operation on two NumPy arrays with mismatched dimensions. For example, np.ones(100000) - np.ones(1000000) is not defined since you cannot perform elementwise addition on arrays with different lengths. Use the error traceback to identify which line is erroring, and print out the shape of the arrays on the line before using .shape.\n\n\nTypeError: NoneType is not subscriptable\nThis error occurs when a NoneType variable is being accessed like a class, for example None.some_function(). It may be difficult to identify where the NoneType is coming from, but here are some possible causes:\n\nCheck that your helper functions always end with a return statement and that the result is expected!\npandas’ inplace= argument allows us to simplify code; instead of reassigning df = df.an_operation(inplace=False), you can choose to shorten the operation as df.an_operation(inplace=True). Note that any inplace=True argument modifies the DataFrame and returns nothing (read more about it in this stack overflow post). Both df = df.an_operation(inplace=True) and df.an_operation(inplace=True).another_operation() will result in this TypeError.\n\nCheck the return type of all functions you end up using. For example, np.append(arr_1, arr_2) returns a NumPy array. In contrast, Python’s .append function mutates the iterable and returns None. If you are unsure of what data type is being returned, looking up the documentation of the function , adding print statements, using type(some_function(input) are all useful ways to debug your code.",
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+    "text": "My code is taking a really long time to run\nIt is normal for a cell to take a few seconds – sometimes a few minutes – to run. If it’s is taking too long, however, you have several options:\n\nTry restarting the kernel. Sometimes, Datahub glitches or lags, causing the code to run slower than expected. Restarting the kernel should fix this problem, but if the cell is still taking a while to run, it is likely a problem with your code.\nScrutinize your code. Am I using too many for loops? Is there a repeated operation that I can substitute with a pandas function?"
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-    "text": "Question 6\n\nI’m getting negative values for the prop_overest plot\nNote that in the function body, the skeleton code includes:\n# DO NOT MODIFY THESE TWO LINES\n    if subset_df.shape[0] == 0:\n        return -1\nThe above two lines of code are included to avoid dividing by 0 when computing prop_overest in the case that subset_df does not have any rows. When interpreting the plots, you can disregard the negative portions as you know they are invalid values corresponding to this edge case. You can verify this by observing that your RMSE plot does not display the corresponding intervals.",
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+    "text": "Why is it generally better avoid using loops or list comprehensions when possible?\nIn one word: performance. NumPy and pandas functions are optimized to handle large amounts of data in an efficient manner. Even for simple operations, like the elementwise addition of two arrays, NumPy arrays are much faster and scale better (feel free to experiment with this yourself using %%time). This is why we encourage you to vectorize your code (ie. using NumPy arrays, Series, or DataFrames instead of Python lists) and use in-built NumPy/pandas functions wherever possible."
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-    "text": "Gradescope/Pensieve\n\nI don’t have many Gradescope/Pensieve submissions left\nIf you’re almost out of Gradescope submissions, try using k-fold cross-validation to check the accuracy of your model. Results from cross-validation will be closer to the test set accuracy than results from the training data. Feel free to take a look at the code used in Lecture 16 if you’re confused on how to implement cross-validation.\n\n\n“Wrong number of lines ( ** instead of ** )”\nThis occurs when you remove outliers when preprocessing the testing data. Please do not remove any outliers from your test set. You may only remove outliers in training data.\n\n\nMy code runs locally, but it fails for every question after a certain point\nSee Why do I see multiple NameError: name ___ is not defined errors for all questions after a certain point on Gradescope/Pensieve?",
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+    "text": "KeyErrors\n\nKeyError: 'column_name'\nThis error usually happens when we have a DataFame called df, and we’re trying to do an operation on a column 'column_name' that does not exist. If you encounter this error, double check that you’re operating on the right column. It might be a good idea to display df and see what it looks like. You could also call df.columns to list all the columns in df."
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+    "text": "TypeErrors\n\nTypeError: '___' object is not callable\nThis often happens when you use a default keyword (like str, list, range, bool, sum, or max) as a variable name, for instance:\nsum = 1 + 2 + 3\nThese errors can be tricky because they don’t error on their own but cause problems when we try to use the name sum (for example) later on in the notebook.\nTo fix the issue, identify any such lines of code (Ctrl+F on “sum =” for example), change your variable names to be something more informative, and restart your notebook.\nPython keywords like str and list appear in green text, so be on the lookout if any of your variable names appear in green!\n\n\nTypeError: could not convert string to a float\nThis error often occurs when we try to do math operations (ie. sum, average, min, max) on a DataFrame column or Series that contains strings instead of numbers (note that we can do math operations with booleans; Python treats True as 1 and False as 0).\nDouble check that the column you’re interested in is a numerical type (int, float, or double). If it looks like a number, but you’re still getting this error, you can use .astype(...) (documentation) to change the datatype of a DataFrame or Series.\n\n\nTypeError: Could not convert &lt;string&gt; to numeric\nRelated to the above (but distinct), you may run into this error when performing a numeric aggregation function (like mean or sum functions that take integer arguments) after doing a groupby operation on a DataFrame with non-numeric columns.\nWorking with the elections dataset for example,\nelections.groupby('Year').agg('mean')\nwould error because pandas cannot compute the mean of the names of presidents. There are three ways to get around this:\n\nSelect only the numeric columns you are interested in before applying the aggregation function. In the above case, both elections.groupby('Year')['Popular Vote'] or elections['Popular vote'].groupby('Year') would work.\nSetting the numeric_only argument to True in the .agg call, thereby applying the aggregation function only to numeric columns. For example, elections.groupby('Year').agg('mean', numeric_only=True).\nPassing in a dictionary to .agg where you specify the column you are applying a particular aggregation function to. Continuing the same example, this looks like elections.groupby('Year').agg({'Popular vote' : 'mean').\n\n\n\nTypeError: 'NoneType' object is not subscriptable / AttributeError: 'NoneType' object has no attribute 'shape'\nThis usually occurs as you assign a None value to a variable, then try to either index into or access some attribute of that variable. For Python functions like append and extend, you do not need to do any variable assignment because they mutate the variable directly and return None. Assigning None tends to happen as a result of code like:\nsome_list = some_list.append(element)\nIn contrast, an operation like np.append does not mutate the variable in place and, instead, returns a copy. In these cases, (re)assignment is necessary:\nsome_array = np.append(some_array, element)\n\n\nTypeError: 'int'/'float' object is not subscriptable\nThis occurs when you try and index into an integer or other numeric Python data type. It can be confusing to debug amidst a muddle of code, but you can use the error message to identify which variable is causing this error. Using type(var_name) to check the data type of the variable in question can be a good starting point."
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-    "text": "How to read SQL Errors\nBecause Jupyter notebooks run Python natively, we need to import extra modules like sql, sqlalchemy, and duckdb in order to run SQL queries within our notebook. This results in slightly more complex error messages than normal Python. Refer to the image below if you need help identifying the most important parts (the red and blue text).\n\n\n\nSometimes, SQL errors may show up as a long string without any red highlight, for example:\n(duckdb.duckdb.BinderException) Binder Error: Referenced column \"some_column\" not found in FROM clause! LINE 1: SELECT some_column                ^ ...\nNote that this is the same error as the one above – it’s just not formatted nicely. Try your best to parse it; you can even copy the error into a new cell and manually indent sentences if it helps with readability!\n\n\nComments in SQL\nUnlike Python, which uses #... or triple quotes \"\"\"...\"\"\" to indicate a comment, SQL comments take the following forms:\n-- This is a single-line or in-line comment\n\n/* \n  This is a \n  multi-line \n  comment \n*/\nBecause you are still coding within a Python notebook, the colors that Jupyter chooses for your SQL queries may not match up to what you expect; using #... will be green text like Python comments, but running the code will give you:\nParser Error: syntax error at or near...\nUsing -- or /* ... */ may not color-code the text correctly, but SQL will still read it as a comment!\n\n\n\nFiltering with multiple conditions\nWhen you are using more than one condition in filtering clauses like WHERE or HAVING, it’s important consider that the ordering of ORs and ANDs will affect your SQL output.\nIn SQL, the operator precedence typically evaluates AND operations before OR operations, and so incorrectly ordered conditions can lead to unexpected results. To ensure your conditions are evaluated in the intended order, use parentheses to group them explicitly.\nFor example, consider the following query condition:\nWHERE A &gt; 500 AND B &gt; 200 OR C &lt; 50\nBy default, is will be evaluated as\nWHERE (A &gt; 500 AND B &gt; 200) OR C &lt; 50\nbecause AND has a higher precedence than OR. To evaluate it differently, add parentheses to specify the order of operations:\nWHERE A &gt; 500 AND (B &gt; 200 OR C &lt; 50)\n\n\nTruncated Display Limit\nOur Jupyter Notebooks are set to only display the first 10 rows of a table. Otherwise, your notebook would likely crash with the weight of displaying &gt;1000 rows. You’ll likely see a\nTruncated to displaylimit of 10\nprinted right below your SQL query if your table contains more than 10 rows.",
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+    "text": "IndexErrors\n\nIndexError: invalid index to scalar variable.\nThis error is similar to the last TypeError in the previous section. However, it is slightly different in that scalar variables come up in the context of NumPy data types which have slightly different attributes.\nFor a concrete example, if you defined\nnumpy_arr = np.array([1])\nand indexed into it twice (numpy_arr[0][0]), you would get the above error. Unlike a Python integer whose type is int, type(numpy_arr[0]) returns the NumPy version of an integer, numpy.int64. Additionally, you can check the data type by accessing the .dtype attribute of NumPy array (numpy_arr.dtype) or scalar variable (numpy_arr[0].dtype).\n\n\nIndexError: index _ is out of bounds for axis _ with size _\nThis error usually happens when you try to index a value that’s greater than the size of the array/list/DataFrame/Series. For example,\nsome_list = [2, 4, 6, 8]\nsome_list has a length of 4. Trying some_list[6] will error because index 6 is greater than the length of the array. Note that some_list[4] will also cause an IndexError because Python and pandas uses zero indexing, which means that the first element has index 0, the second element has index 1, etc.; some_list[4] would grab the fifth element, which is impossible when the list only has 4 elements."
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-    "text": "Common Errors\n\nNameError: name ‘[res_q#]’ is not defined\nThis occurs when you have an error in your SQL code, causing the cell after to fail. Because we’re working with Jupyter Notebooks, some SQL errors are not highlighted in red like Python errors usually are. Check the output under your %%sql cell to see if it ran smoothly. Any text below\nRunning query in 'duckdb:///data/{database_name}.db\nis an error message that you can read to debug your code. Note that this error could be formatted as one long string without any indents or newlines, so it may be harder than typical Python errors to parse.\n\n\n\nReferenced column \"{some_string}\" not found\nThere are 2 potential causes for this error:\n\nThe column you’re looking for does not exist in the table. Make sure that the column names are spelled and capatalized exactly as shown in the assignment. If you are trying to reference a column that is not in the current table, consider using JOIN to be able to access these columns. You can reference the SQL II course notes for a refresher on how to use the JOIN clause.\nYou used double quotes \"\" around some_string instead of single quotes ''. Unlike Python, SQL differentiates double and single quotes: double quotes indicate something that exists within the database, like tables and column names; single quotes indicate strings.\n\n\n\n\nCannot compare values of type __ and type __\nThis error often occurs when a string-type column (ie. CHAR or VARCHAR) is compared with a numeric-type column (ie. INT, BIGINT, FLOAT, REAL). If you’re interested in learning more about SQL datatypes, check out this link!\nTo debug, start by checking the type of the column(s) you’re working with; you can either scroll up to the cell (or make a new cell) with the code:\n%%sql\nSELECT * FROM sqlite_master WHERE type='table';\nwhich outputs the schema for each table. If we’re working with the IMDB database, we get the following output:\n\n\n\nWe can see that the table Title contains the columns\n\ntconst of type BIGINT\ntitleType of type VARCHAR\nprimaryTitle of type VARCHAR\nand so on…\n\nIt’s a good idea to double check the types of the columns involved by looking at the schema before performing numerical comparisons and when deciding whether to CAST a particular column.\n\n\nMy query runs but I’m not passing the tests\nFor a lot of questions in the homework, we limit our focus to movie titles. Double check that you are filtering your results appropriately. More generally, if you find your queries aren’t erroring, but are failing the tests due to some logical error, a good starting point is always reading the question again and making a checklist of all the conditions you need to implement.",
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-      "<span class='chapter-number'>9</span>  <span class='chapter-title'>SQL Common Errors</span>"
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+    "objectID": "pandas/pandas.html#valueerrors",
+    "href": "pandas/pandas.html#valueerrors",
+    "title": "Pandas",
+    "section": "ValueErrors",
+    "text": "ValueErrors\n\nValueError: Truth value of a Series is ambiguous\nThis error could occur when you apply Python logical operators (or, and, not), which only operate on a single boolean values, to NumPy arrays or Series objects, which can contain multiple values. The fix is to use bitwise operators |, &, ~ , respectively, to allow for element-wise comparisons between values in arrays or Series.\nAlternatively, these errors could emerge due to overwriting Python keywords like bool and sum that may be used in the autograder tests, similar to what’s described here. You should follow a similar procedure of identifying the line of code erroring, checking if you’ve overwritten any Python keywords using Ctrl+F, and renaming those variables to something more informative before restarting your kernel and running the erroring tests again.\n\n\nValueError: Can only compare identically-labeled Series objects\nAs the message would suggest, this error occurs when comparing two Series objects that have different lengths. You can double check the lengths of the Series using len(series_name) or series_name.size.\n\n\nValueError: -1 is not in range / KeyError: -1\nThis error occurs when you try and index into a Series or DataFrame as you would a Python list. Unlike a list where passing an index of -1 gives the last element, pandas interprets df[-1] as an attempt to find the row corresponding to index -1 (that is, df.loc[-1]). If your intention is to pick out the last row in df, consider using integer-position based indexing by doing df.iloc[-1]. In general, to avoid ambiguity in these cases, it is also good practice to write out both the row and column indices you want with df.iloc[-1, :]."
   }
 ]
\ No newline at end of file
diff --git a/docs/site_libs/bootstrap/bootstrap-99913b7803b80b0c1d2b970a25816663.min.css b/docs/site_libs/bootstrap/bootstrap-ff63373b1067ca6f91cf1456aa1f00a2.min.css
similarity index 83%
rename from docs/site_libs/bootstrap/bootstrap-99913b7803b80b0c1d2b970a25816663.min.css
rename to docs/site_libs/bootstrap/bootstrap-ff63373b1067ca6f91cf1456aa1f00a2.min.css
index dd52e51..0738923 100644
--- a/docs/site_libs/bootstrap/bootstrap-99913b7803b80b0c1d2b970a25816663.min.css
+++ b/docs/site_libs/bootstrap/bootstrap-ff63373b1067ca6f91cf1456aa1f00a2.min.css
@@ -2,7 +2,7 @@
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  * Copyright 2011-2023 The Bootstrap Authors
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0);--bs-navbar-toggler-icon-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'%3e%3cpath stroke='rgb%28253.26, 253.63, 253.98%29' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/%3e%3c/svg%3e")}[data-bs-theme=dark] .navbar-toggler-icon{--bs-navbar-toggler-icon-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'%3e%3cpath stroke='rgb%28253.26, 253.63, 253.98%29' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/%3e%3c/svg%3e")}.card{--bs-card-spacer-y: 1rem;--bs-card-spacer-x: 1rem;--bs-card-title-spacer-y: 0.5rem;--bs-card-title-color: ;--bs-card-subtitle-color: ;--bs-card-border-width: 1px;--bs-card-border-color: rgba(0, 0, 0, 0.175);--bs-card-border-radius: 0.25rem;--bs-card-box-shadow: ;--bs-card-inner-border-radius: calc(0.25rem - 1px);--bs-card-cap-padding-y: 0.5rem;--bs-card-cap-padding-x: 1rem;--bs-card-cap-bg: rgba(52, 58, 64, 0.25);--bs-card-cap-color: ;--bs-card-height: ;--bs-card-color: ;--bs-card-bg: #ffffff;--bs-card-img-overlay-padding: 1rem;--bs-card-group-margin: 0.75rem;position:relative;display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;min-width:0;height:var(--bs-card-height);color:var(--bs-body-color);word-wrap:break-word;background-color:var(--bs-card-bg);background-clip:border-box;border:var(--bs-card-border-width) solid var(--bs-card-border-color);border-radius:var(--bs-card-border-radius)}.card>hr{margin-right:0;margin-left:0}.card>.list-group{border-top:inherit;border-bottom:inherit}.card>.list-group:first-child{border-top-width:0;border-top-left-radius:var(--bs-card-inner-border-radius);border-top-right-radius:var(--bs-card-inner-border-radius)}.card>.list-group:last-child{border-bottom-width:0;border-bottom-right-radius:var(--bs-card-inner-border-radius);border-bottom-left-radius:var(--bs-card-inner-border-radius)}.card>.card-header+.list-group,.card>.list-group+.card-footer{border-top:0}.card-body{flex:1 1 auto;-webkit-flex:1 1 auto;padding:var(--bs-card-spacer-y) var(--bs-card-spacer-x);color:var(--bs-card-color)}.card-title{margin-bottom:var(--bs-card-title-spacer-y);color:var(--bs-card-title-color)}.card-subtitle{margin-top:calc(-0.5*var(--bs-card-title-spacer-y));margin-bottom:0;color:var(--bs-card-subtitle-color)}.card-text:last-child{margin-bottom:0}.card-link+.card-link{margin-left:var(--bs-card-spacer-x)}.card-header{padding:var(--bs-card-cap-padding-y) var(--bs-card-cap-padding-x);margin-bottom:0;color:var(--bs-card-cap-color);background-color:var(--bs-card-cap-bg);border-bottom:var(--bs-card-border-width) solid var(--bs-card-border-color)}.card-header:first-child{border-radius:var(--bs-card-inner-border-radius) var(--bs-card-inner-border-radius) 0 0}.card-footer{padding:var(--bs-card-cap-padding-y) var(--bs-card-cap-padding-x);color:var(--bs-card-cap-color);background-color:var(--bs-card-cap-bg);border-top:var(--bs-card-border-width) solid var(--bs-card-border-color)}.card-footer:last-child{border-radius:0 0 var(--bs-card-inner-border-radius) var(--bs-card-inner-border-radius)}.card-header-tabs{margin-right:calc(-0.5*var(--bs-card-cap-padding-x));margin-bottom:calc(-1*var(--bs-card-cap-padding-y));margin-left:calc(-0.5*var(--bs-card-cap-padding-x));border-bottom:0}.card-header-tabs .nav-link.active{background-color:var(--bs-card-bg);border-bottom-color:var(--bs-card-bg)}.card-header-pills{margin-right:calc(-0.5*var(--bs-card-cap-padding-x));margin-left:calc(-0.5*var(--bs-card-cap-padding-x))}.card-img-overlay{position:absolute;top:0;right:0;bottom:0;left:0;padding:var(--bs-card-img-overlay-padding);border-radius:var(--bs-card-inner-border-radius)}.card-img,.card-img-top,.card-img-bottom{width:100%}.card-img,.card-img-top{border-top-left-radius:var(--bs-card-inner-border-radius);border-top-right-radius:var(--bs-card-inner-border-radius)}.card-img,.card-img-bottom{border-bottom-right-radius:var(--bs-card-inner-border-radius);border-bottom-left-radius:var(--bs-card-inner-border-radius)}.card-group>.card{margin-bottom:var(--bs-card-group-margin)}@media(min-width: 576px){.card-group{display:flex;display:-webkit-flex;flex-flow:row wrap;-webkit-flex-flow:row wrap}.card-group>.card{flex:1 0 0%;-webkit-flex:1 0 0%;margin-bottom:0}.card-group>.card+.card{margin-left:0;border-left:0}.card-group>.card:not(:last-child){border-top-right-radius:0;border-bottom-right-radius:0}.card-group>.card:not(:last-child) .card-img-top,.card-group>.card:not(:last-child) .card-header{border-top-right-radius:0}.card-group>.card:not(:last-child) .card-img-bottom,.card-group>.card:not(:last-child) .card-footer{border-bottom-right-radius:0}.card-group>.card:not(:first-child){border-top-left-radius:0;border-bottom-left-radius:0}.card-group>.card:not(:first-child) .card-img-top,.card-group>.card:not(:first-child) .card-header{border-top-left-radius:0}.card-group>.card:not(:first-child) .card-img-bottom,.card-group>.card:not(:first-child) .card-footer{border-bottom-left-radius:0}}.accordion{--bs-accordion-color: #212529;--bs-accordion-bg: #ffffff;--bs-accordion-transition: color 0.15s ease-in-out, background-color 0.15s ease-in-out, border-color 0.15s ease-in-out, box-shadow 0.15s ease-in-out, border-radius 0.15s ease;--bs-accordion-border-color: #dee2e6;--bs-accordion-border-width: 1px;--bs-accordion-border-radius: 0.25rem;--bs-accordion-inner-border-radius: calc(0.25rem - 1px);--bs-accordion-btn-padding-x: 1.25rem;--bs-accordion-btn-padding-y: 1rem;--bs-accordion-btn-color: #212529;--bs-accordion-btn-bg: #ffffff;--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='rgb%285.2, 44, 101.2%29'%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: rgb(134, 182.5, 254);--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: rgb(5.2, 44, 101.2);--bs-accordion-active-bg: rgb(206.6, 226, 254.6)}.accordion-button{position:relative;display:flex;display:-webkit-flex;align-items:center;-webkit-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;-webkit-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='rgb%28109.8, 168, 253.8%29'%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='rgb%28109.8, 168, 253.8%29'%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: rgba(33, 37, 41, 0.75);--bs-breadcrumb-item-padding-x: 0.5rem;--bs-breadcrumb-item-active-color: rgba(33, 37, 41, 0.75);display:flex;display:-webkit-flex;flex-wrap:wrap;-webkit-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: #0d6efd;--bs-pagination-bg: #ffffff;--bs-pagination-border-width: 1px;--bs-pagination-border-color: #dee2e6;--bs-pagination-border-radius: 0.25rem;--bs-pagination-hover-color: rgb(10.4, 88, 202.4);--bs-pagination-hover-bg: #f8f9fa;--bs-pagination-hover-border-color: #dee2e6;--bs-pagination-focus-color: rgb(10.4, 88, 202.4);--bs-pagination-focus-bg: #e9ecef;--bs-pagination-focus-box-shadow: 0 0 0 0.25rem rgba(13, 110, 253, 0.25);--bs-pagination-active-color: #ffffff;--bs-pagination-active-bg: #0d6efd;--bs-pagination-active-border-color: #0d6efd;--bs-pagination-disabled-color: rgba(33, 37, 41, 0.75);--bs-pagination-disabled-bg: #e9ecef;--bs-pagination-disabled-border-color: #dee2e6;display:flex;display:-webkit-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;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-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(1px*-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: 0.5rem}.pagination-sm{--bs-pagination-padding-x: 0.5rem;--bs-pagination-padding-y: 0.25rem;--bs-pagination-font-size:0.875rem;--bs-pagination-border-radius: 0.2em}.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: #ffffff;--bs-badge-border-radius: 0.25rem;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: 1px solid var(--bs-alert-border-color);--bs-alert-border-radius: 0.25rem;--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-default{--bs-alert-color: var(--bs-default-text-emphasis);--bs-alert-bg: var(--bs-default-bg-subtle);--bs-alert-border-color: var(--bs-default-border-subtle);--bs-alert-link-color: var(--bs-default-text-emphasis)}.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: #e9ecef;--bs-progress-border-radius: 0.25rem;--bs-progress-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.075);--bs-progress-bar-color: #ffffff;--bs-progress-bar-bg: #0d6efd;--bs-progress-bar-transition: width 0.6s ease;display:flex;display:-webkit-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;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;justify-content:center;-webkit-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: #212529;--bs-list-group-bg: #ffffff;--bs-list-group-border-color: #dee2e6;--bs-list-group-border-width: 1px;--bs-list-group-border-radius: 0.25rem;--bs-list-group-item-padding-x: 1rem;--bs-list-group-item-padding-y: 0.5rem;--bs-list-group-action-color: rgba(33, 37, 41, 0.75);--bs-list-group-action-hover-color: #000;--bs-list-group-action-hover-bg: #f8f9fa;--bs-list-group-action-active-color: #212529;--bs-list-group-action-active-bg: #e9ecef;--bs-list-group-disabled-color: rgba(33, 37, 41, 0.75);--bs-list-group-disabled-bg: #ffffff;--bs-list-group-active-color: #ffffff;--bs-list-group-active-bg: #0d6efd;--bs-list-group-active-border-color: #0d6efd;display:flex;display:-webkit-flex;flex-direction:column;-webkit-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;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-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;-webkit-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;-webkit-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;-webkit-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;-webkit-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;-webkit-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;-webkit-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-default{--bs-list-group-color: var(--bs-default-text-emphasis);--bs-list-group-bg: var(--bs-default-bg-subtle);--bs-list-group-border-color: var(--bs-default-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-default-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-default-border-subtle);--bs-list-group-active-color: var(--bs-default-bg-subtle);--bs-list-group-active-bg: var(--bs-default-text-emphasis);--bs-list-group-active-border-color: var(--bs-default-text-emphasis)}.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' 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0.25rem;--bs-toast-box-shadow: 0 0.5rem 1rem rgba(0, 0, 0, 0.15);--bs-toast-header-color: rgba(33, 37, 41, 0.75);--bs-toast-header-bg: rgba(255, 255, 255, 0.85);--bs-toast-header-border-color: rgba(0, 0, 0, 0.175);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: 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#000;--bslib-color-bg: rgb(120.4, 171, 98.6);background:linear-gradient(var(--bg-gradient-deg, 140deg), #20c997 var(--bg-gradient-start, 36%), #fd7e14 var(--bg-gradient-end, 180%)) rgb(120.4,171,98.6);color:#000}.bg-gradient-teal-yellow{--bslib-color-fg: #000;--bslib-color-bg: rgb(121.2, 197.8, 93.4);background:linear-gradient(var(--bg-gradient-deg, 140deg), #20c997 var(--bg-gradient-start, 36%), #ffc107 var(--bg-gradient-end, 180%)) rgb(121.2,197.8,93.4);color:#000}.bg-gradient-teal-green{--bslib-color-fg: #000;--bslib-color-bg: rgb(29.2, 174.6, 124.2);background:linear-gradient(var(--bg-gradient-deg, 140deg), #20c997 var(--bg-gradient-start, 36%), #198754 var(--bg-gradient-end, 180%)) rgb(29.2,174.6,124.2);color:#000}.bg-gradient-teal-cyan{--bslib-color-fg: #000;--bslib-color-bg: rgb(24.4, 201.4, 186.6);background:linear-gradient(var(--bg-gradient-deg, 140deg), #20c997 var(--bg-gradient-start, 36%), #0dcaf0 var(--bg-gradient-end, 180%)) rgb(24.4,201.4,186.6);color:#000}.bg-gradient-cyan-blue{--bslib-color-fg: #000;--bslib-color-bg: rgb(13, 165.2, 245.2);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #0d6efd var(--bg-gradient-end, 180%)) rgb(13,165.2,245.2);color:#000}.bg-gradient-cyan-indigo{--bslib-color-fg: #000;--bslib-color-bg: rgb(48.6, 127.6, 240.8);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #6610f2 var(--bg-gradient-end, 180%)) rgb(48.6,127.6,240.8);color:#000}.bg-gradient-cyan-purple{--bslib-color-fg: #000;--bslib-color-bg: rgb(52.2, 147.6, 221.2);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #6f42c1 var(--bg-gradient-end, 180%)) rgb(52.2,147.6,221.2);color:#000}.bg-gradient-cyan-pink{--bslib-color-fg: #000;--bslib-color-bg: rgb(93.4, 141.6, 196.8);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #d63384 var(--bg-gradient-end, 180%)) rgb(93.4,141.6,196.8);color:#000}.bg-gradient-cyan-red{--bslib-color-fg: #000;--bslib-color-bg: rgb(95.8, 142.4, 171.6);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #dc3545 var(--bg-gradient-end, 180%)) rgb(95.8,142.4,171.6);color:#000}.bg-gradient-cyan-orange{--bslib-color-fg: #000;--bslib-color-bg: rgb(109, 171.6, 152);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #fd7e14 var(--bg-gradient-end, 180%)) rgb(109,171.6,152);color:#000}.bg-gradient-cyan-yellow{--bslib-color-fg: #000;--bslib-color-bg: rgb(109.8, 198.4, 146.8);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #ffc107 var(--bg-gradient-end, 180%)) rgb(109.8,198.4,146.8);color:#000}.bg-gradient-cyan-green{--bslib-color-fg: #000;--bslib-color-bg: rgb(17.8, 175.2, 177.6);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #198754 var(--bg-gradient-end, 180%)) rgb(17.8,175.2,177.6);color:#000}.bg-gradient-cyan-teal{--bslib-color-fg: #000;--bslib-color-bg: rgb(20.6, 201.6, 204.4);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #20c997 var(--bg-gradient-end, 180%)) rgb(20.6,201.6,204.4);color:#000}:root{--bslib-value-box-shadow: none;--bslib-value-box-border-width-auto-yes: var(--bslib-value-box-border-width-baseline);--bslib-value-box-border-width-auto-no: 0;--bslib-value-box-border-width-baseline: 1px}.bslib-value-box{border-width:var(--bslib-value-box-border-width-auto-no, var(--bslib-value-box-border-width-baseline));container-name:bslib-value-box;container-type:inline-size}.bslib-value-box.card{box-shadow:var(--bslib-value-box-shadow)}.bslib-value-box.border-auto{border-width:var(--bslib-value-box-border-width-auto-yes, var(--bslib-value-box-border-width-baseline))}.bslib-value-box.default{--bslib-value-box-bg-default: var(--bs-card-bg, #ffffff);--bslib-value-box-border-color-default: var(--bs-card-border-color, rgba(0, 0, 0, 0.175));color:var(--bslib-value-box-color);background-color:var(--bslib-value-box-bg, var(--bslib-value-box-bg-default));border-color:var(--bslib-value-box-border-color, var(--bslib-value-box-border-color-default))}.bslib-value-box .value-box-grid{display:grid;grid-template-areas:"left right";align-items:center;overflow:hidden}.bslib-value-box .value-box-showcase{height:100%;max-height:var(---bslib-value-box-showcase-max-h, 100%)}.bslib-value-box .value-box-showcase,.bslib-value-box .value-box-showcase>.html-fill-item{width:100%}.bslib-value-box[data-full-screen=true] .value-box-showcase{max-height:var(---bslib-value-box-showcase-max-h-fs, 100%)}@media screen and (min-width: 575.98px){@container bslib-value-box (max-width: 300px){.bslib-value-box:not(.showcase-bottom) .value-box-grid{grid-template-columns:1fr !important;grid-template-rows:auto auto;grid-template-areas:"top" "bottom"}.bslib-value-box:not(.showcase-bottom) .value-box-grid .value-box-showcase{grid-area:top !important}.bslib-value-box:not(.showcase-bottom) .value-box-grid .value-box-area{grid-area:bottom !important;justify-content:end}}}.bslib-value-box .value-box-area{justify-content:center;padding:1.5rem 1rem;font-size:.9rem;font-weight:500}.bslib-value-box .value-box-area *{margin-bottom:0;margin-top:0}.bslib-value-box .value-box-title{font-size:1rem;margin-top:0;margin-bottom:.5rem;font-weight:500;line-height:1.2}.bslib-value-box .value-box-title:empty::after{content:" "}.bslib-value-box .value-box-value{font-size:calc(1.29rem + 0.48vw);margin-top:0;margin-bottom:.5rem;font-weight:500;line-height:1.2}@media(min-width: 1200px){.bslib-value-box .value-box-value{font-size:1.65rem}}.bslib-value-box .value-box-value:empty::after{content:" "}.bslib-value-box .value-box-showcase{align-items:center;justify-content:center;margin-top:auto;margin-bottom:auto;padding:1rem}.bslib-value-box .value-box-showcase .bi,.bslib-value-box .value-box-showcase .fa,.bslib-value-box .value-box-showcase .fab,.bslib-value-box .value-box-showcase .fas,.bslib-value-box .value-box-showcase .far{opacity:.85;min-width:50px;max-width:125%}.bslib-value-box .value-box-showcase .bi,.bslib-value-box .value-box-showcase .fa,.bslib-value-box .value-box-showcase .fab,.bslib-value-box .value-box-showcase .fas,.bslib-value-box .value-box-showcase .far{font-size:4rem}.bslib-value-box.showcase-top-right .value-box-grid{grid-template-columns:1fr var(---bslib-value-box-showcase-w, 50%)}.bslib-value-box.showcase-top-right .value-box-grid .value-box-showcase{grid-area:right;margin-left:auto;align-self:start;align-items:end;padding-left:0;padding-bottom:0}.bslib-value-box.showcase-top-right .value-box-grid .value-box-area{grid-area:left;align-self:end}.bslib-value-box.showcase-top-right[data-full-screen=true] .value-box-grid{grid-template-columns:auto var(---bslib-value-box-showcase-w-fs, 1fr)}.bslib-value-box.showcase-top-right[data-full-screen=true] .value-box-grid>div{align-self:center}.bslib-value-box.showcase-top-right:not([data-full-screen=true]) .value-box-showcase{margin-top:0}@container bslib-value-box (max-width: 300px){.bslib-value-box.showcase-top-right:not([data-full-screen=true]) .value-box-grid .value-box-showcase{padding-left:1rem}}.bslib-value-box.showcase-left-center .value-box-grid{grid-template-columns:var(---bslib-value-box-showcase-w, 30%) auto}.bslib-value-box.showcase-left-center[data-full-screen=true] .value-box-grid{grid-template-columns:var(---bslib-value-box-showcase-w-fs, 1fr) auto}.bslib-value-box.showcase-left-center:not([data-fill-screen=true]) .value-box-grid .value-box-showcase{grid-area:left}.bslib-value-box.showcase-left-center:not([data-fill-screen=true]) .value-box-grid .value-box-area{grid-area:right}.bslib-value-box.showcase-bottom .value-box-grid{grid-template-columns:1fr;grid-template-rows:1fr var(---bslib-value-box-showcase-h, auto);grid-template-areas:"top" "bottom";overflow:hidden}.bslib-value-box.showcase-bottom .value-box-grid .value-box-showcase{grid-area:bottom;padding:0;margin:0}.bslib-value-box.showcase-bottom .value-box-grid .value-box-area{grid-area:top}.bslib-value-box.showcase-bottom[data-full-screen=true] .value-box-grid{grid-template-rows:1fr var(---bslib-value-box-showcase-h-fs, 2fr)}.bslib-value-box.showcase-bottom[data-full-screen=true] .value-box-grid .value-box-showcase{padding:1rem}[data-bs-theme=dark] .bslib-value-box{--bslib-value-box-shadow: 0 0.5rem 1rem rgb(0 0 0 / 50%)}@media(min-width: 576px){.nav:not(.nav-hidden){display:flex !important;display:-webkit-flex !important}.nav:not(.nav-hidden):not(.nav-stacked):not(.flex-column){float:none !important}.nav:not(.nav-hidden):not(.nav-stacked):not(.flex-column)>.bslib-nav-spacer{margin-left:auto !important}.nav:not(.nav-hidden):not(.nav-stacked):not(.flex-column)>.form-inline{margin-top:auto;margin-bottom:auto}.nav:not(.nav-hidden).nav-stacked{flex-direction:column;-webkit-flex-direction:column;height:100%}.nav:not(.nav-hidden).nav-stacked>.bslib-nav-spacer{margin-top:auto !important}}.bslib-card{overflow:auto}.bslib-card .card-body+.card-body{padding-top:0}.bslib-card .card-body{overflow:auto}.bslib-card .card-body p{margin-top:0}.bslib-card .card-body p:last-child{margin-bottom:0}.bslib-card .card-body{max-height:var(--bslib-card-body-max-height, none)}.bslib-card[data-full-screen=true]>.card-body{max-height:var(--bslib-card-body-max-height-full-screen, none)}.bslib-card .card-header .form-group{margin-bottom:0}.bslib-card .card-header .selectize-control{margin-bottom:0}.bslib-card .card-header .selectize-control .item{margin-right:1.15rem}.bslib-card .card-footer{margin-top:auto}.bslib-card .bslib-navs-card-title{display:flex;flex-wrap:wrap;justify-content:space-between;align-items:center}.bslib-card .bslib-navs-card-title .nav{margin-left:auto}.bslib-card .bslib-sidebar-layout:not([data-bslib-sidebar-border=true]){border:none}.bslib-card .bslib-sidebar-layout:not([data-bslib-sidebar-border-radius=true]){border-top-left-radius:0;border-top-right-radius:0}[data-full-screen=true]{position:fixed;inset:3.5rem 1rem 1rem;height:auto !important;max-height:none !important;width:auto !important;z-index:1070}.bslib-full-screen-enter{display:none;position:absolute;bottom:var(--bslib-full-screen-enter-bottom, 0.2rem);right:var(--bslib-full-screen-enter-right, 0);top:var(--bslib-full-screen-enter-top);left:var(--bslib-full-screen-enter-left);color:var(--bslib-color-fg, var(--bs-card-color));background-color:var(--bslib-color-bg, var(--bs-card-bg, var(--bs-body-bg)));border:var(--bs-card-border-width) solid var(--bslib-color-fg, var(--bs-card-border-color));box-shadow:0 2px 4px 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0);--bs-navbar-toggler-icon-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'%3e%3cpath stroke='rgb%28253.26, 253.63, 253.98%29' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/%3e%3c/svg%3e")}[data-bs-theme=dark] .navbar-toggler-icon{--bs-navbar-toggler-icon-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'%3e%3cpath stroke='rgb%28253.26, 253.63, 253.98%29' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/%3e%3c/svg%3e")}.card{--bs-card-spacer-y: 1rem;--bs-card-spacer-x: 1rem;--bs-card-title-spacer-y: 0.5rem;--bs-card-title-color: ;--bs-card-subtitle-color: ;--bs-card-border-width: 1px;--bs-card-border-color: rgba(0, 0, 0, 0.175);--bs-card-border-radius: 0.25rem;--bs-card-box-shadow: ;--bs-card-inner-border-radius: calc(0.25rem - 1px);--bs-card-cap-padding-y: 0.5rem;--bs-card-cap-padding-x: 1rem;--bs-card-cap-bg: rgba(52, 58, 64, 0.25);--bs-card-cap-color: ;--bs-card-height: ;--bs-card-color: ;--bs-card-bg: #ffffff;--bs-card-img-overlay-padding: 1rem;--bs-card-group-margin: 0.75rem;position:relative;display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;min-width:0;height:var(--bs-card-height);color:var(--bs-body-color);word-wrap:break-word;background-color:var(--bs-card-bg);background-clip:border-box;border:var(--bs-card-border-width) solid var(--bs-card-border-color);border-radius:var(--bs-card-border-radius)}.card>hr{margin-right:0;margin-left:0}.card>.list-group{border-top:inherit;border-bottom:inherit}.card>.list-group:first-child{border-top-width:0;border-top-left-radius:var(--bs-card-inner-border-radius);border-top-right-radius:var(--bs-card-inner-border-radius)}.card>.list-group:last-child{border-bottom-width:0;border-bottom-right-radius:var(--bs-card-inner-border-radius);border-bottom-left-radius:var(--bs-card-inner-border-radius)}.card>.card-header+.list-group,.card>.list-group+.card-footer{border-top:0}.card-body{flex:1 1 auto;-webkit-flex:1 1 auto;padding:var(--bs-card-spacer-y) var(--bs-card-spacer-x);color:var(--bs-card-color)}.card-title{margin-bottom:var(--bs-card-title-spacer-y);color:var(--bs-card-title-color)}.card-subtitle{margin-top:calc(-0.5*var(--bs-card-title-spacer-y));margin-bottom:0;color:var(--bs-card-subtitle-color)}.card-text:last-child{margin-bottom:0}.card-link+.card-link{margin-left:var(--bs-card-spacer-x)}.card-header{padding:var(--bs-card-cap-padding-y) var(--bs-card-cap-padding-x);margin-bottom:0;color:var(--bs-card-cap-color);background-color:var(--bs-card-cap-bg);border-bottom:var(--bs-card-border-width) solid var(--bs-card-border-color)}.card-header:first-child{border-radius:var(--bs-card-inner-border-radius) var(--bs-card-inner-border-radius) 0 0}.card-footer{padding:var(--bs-card-cap-padding-y) var(--bs-card-cap-padding-x);color:var(--bs-card-cap-color);background-color:var(--bs-card-cap-bg);border-top:var(--bs-card-border-width) solid var(--bs-card-border-color)}.card-footer:last-child{border-radius:0 0 var(--bs-card-inner-border-radius) var(--bs-card-inner-border-radius)}.card-header-tabs{margin-right:calc(-0.5*var(--bs-card-cap-padding-x));margin-bottom:calc(-1*var(--bs-card-cap-padding-y));margin-left:calc(-0.5*var(--bs-card-cap-padding-x));border-bottom:0}.card-header-tabs .nav-link.active{background-color:var(--bs-card-bg);border-bottom-color:var(--bs-card-bg)}.card-header-pills{margin-right:calc(-0.5*var(--bs-card-cap-padding-x));margin-left:calc(-0.5*var(--bs-card-cap-padding-x))}.card-img-overlay{position:absolute;top:0;right:0;bottom:0;left:0;padding:var(--bs-card-img-overlay-padding);border-radius:var(--bs-card-inner-border-radius)}.card-img,.card-img-top,.card-img-bottom{width:100%}.card-img,.card-img-top{border-top-left-radius:var(--bs-card-inner-border-radius);border-top-right-radius:var(--bs-card-inner-border-radius)}.card-img,.card-img-bottom{border-bottom-right-radius:var(--bs-card-inner-border-radius);border-bottom-left-radius:var(--bs-card-inner-border-radius)}.card-group>.card{margin-bottom:var(--bs-card-group-margin)}@media(min-width: 576px){.card-group{display:flex;display:-webkit-flex;flex-flow:row wrap;-webkit-flex-flow:row wrap}.card-group>.card{flex:1 0 0%;-webkit-flex:1 0 0%;margin-bottom:0}.card-group>.card+.card{margin-left:0;border-left:0}.card-group>.card:not(:last-child){border-top-right-radius:0;border-bottom-right-radius:0}.card-group>.card:not(:last-child) .card-img-top,.card-group>.card:not(:last-child) .card-header{border-top-right-radius:0}.card-group>.card:not(:last-child) .card-img-bottom,.card-group>.card:not(:last-child) .card-footer{border-bottom-right-radius:0}.card-group>.card:not(:first-child){border-top-left-radius:0;border-bottom-left-radius:0}.card-group>.card:not(:first-child) .card-img-top,.card-group>.card:not(:first-child) .card-header{border-top-left-radius:0}.card-group>.card:not(:first-child) .card-img-bottom,.card-group>.card:not(:first-child) .card-footer{border-bottom-left-radius:0}}.accordion{--bs-accordion-color: #212529;--bs-accordion-bg: #ffffff;--bs-accordion-transition: color 0.15s ease-in-out, background-color 0.15s ease-in-out, border-color 0.15s ease-in-out, box-shadow 0.15s ease-in-out, border-radius 0.15s ease;--bs-accordion-border-color: #dee2e6;--bs-accordion-border-width: 1px;--bs-accordion-border-radius: 0.25rem;--bs-accordion-inner-border-radius: calc(0.25rem - 1px);--bs-accordion-btn-padding-x: 1.25rem;--bs-accordion-btn-padding-y: 1rem;--bs-accordion-btn-color: #212529;--bs-accordion-btn-bg: #ffffff;--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='rgb%285.2, 44, 101.2%29'%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: rgb(134, 182.5, 254);--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: rgb(5.2, 44, 101.2);--bs-accordion-active-bg: rgb(206.6, 226, 254.6)}.accordion-button{position:relative;display:flex;display:-webkit-flex;align-items:center;-webkit-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;-webkit-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='rgb%28109.8, 168, 253.8%29'%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='rgb%28109.8, 168, 253.8%29'%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: rgba(33, 37, 41, 0.75);--bs-breadcrumb-item-padding-x: 0.5rem;--bs-breadcrumb-item-active-color: rgba(33, 37, 41, 0.75);display:flex;display:-webkit-flex;flex-wrap:wrap;-webkit-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: #0d6efd;--bs-pagination-bg: #ffffff;--bs-pagination-border-width: 1px;--bs-pagination-border-color: #dee2e6;--bs-pagination-border-radius: 0.25rem;--bs-pagination-hover-color: rgb(10.4, 88, 202.4);--bs-pagination-hover-bg: #f8f9fa;--bs-pagination-hover-border-color: #dee2e6;--bs-pagination-focus-color: rgb(10.4, 88, 202.4);--bs-pagination-focus-bg: #e9ecef;--bs-pagination-focus-box-shadow: 0 0 0 0.25rem rgba(13, 110, 253, 0.25);--bs-pagination-active-color: #ffffff;--bs-pagination-active-bg: #0d6efd;--bs-pagination-active-border-color: #0d6efd;--bs-pagination-disabled-color: rgba(33, 37, 41, 0.75);--bs-pagination-disabled-bg: #e9ecef;--bs-pagination-disabled-border-color: #dee2e6;display:flex;display:-webkit-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;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-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(1px*-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: 0.5rem}.pagination-sm{--bs-pagination-padding-x: 0.5rem;--bs-pagination-padding-y: 0.25rem;--bs-pagination-font-size:0.875rem;--bs-pagination-border-radius: 0.2em}.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: #ffffff;--bs-badge-border-radius: 0.25rem;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: 1px solid var(--bs-alert-border-color);--bs-alert-border-radius: 0.25rem;--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-default{--bs-alert-color: var(--bs-default-text-emphasis);--bs-alert-bg: var(--bs-default-bg-subtle);--bs-alert-border-color: var(--bs-default-border-subtle);--bs-alert-link-color: var(--bs-default-text-emphasis)}.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: #e9ecef;--bs-progress-border-radius: 0.25rem;--bs-progress-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.075);--bs-progress-bar-color: #ffffff;--bs-progress-bar-bg: #0d6efd;--bs-progress-bar-transition: width 0.6s ease;display:flex;display:-webkit-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;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;justify-content:center;-webkit-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: #212529;--bs-list-group-bg: #ffffff;--bs-list-group-border-color: #dee2e6;--bs-list-group-border-width: 1px;--bs-list-group-border-radius: 0.25rem;--bs-list-group-item-padding-x: 1rem;--bs-list-group-item-padding-y: 0.5rem;--bs-list-group-action-color: rgba(33, 37, 41, 0.75);--bs-list-group-action-hover-color: #000;--bs-list-group-action-hover-bg: #f8f9fa;--bs-list-group-action-active-color: #212529;--bs-list-group-action-active-bg: #e9ecef;--bs-list-group-disabled-color: rgba(33, 37, 41, 0.75);--bs-list-group-disabled-bg: #ffffff;--bs-list-group-active-color: #ffffff;--bs-list-group-active-bg: #0d6efd;--bs-list-group-active-border-color: #0d6efd;display:flex;display:-webkit-flex;flex-direction:column;-webkit-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;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-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;-webkit-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;-webkit-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;-webkit-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;-webkit-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;-webkit-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;-webkit-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-default{--bs-list-group-color: var(--bs-default-text-emphasis);--bs-list-group-bg: var(--bs-default-bg-subtle);--bs-list-group-border-color: var(--bs-default-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-default-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-default-border-subtle);--bs-list-group-active-color: var(--bs-default-bg-subtle);--bs-list-group-active-bg: var(--bs-default-text-emphasis);--bs-list-group-active-border-color: var(--bs-default-text-emphasis)}.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' 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0.25rem;--bs-toast-box-shadow: 0 0.5rem 1rem rgba(0, 0, 0, 0.15);--bs-toast-header-color: rgba(33, 37, 41, 0.75);--bs-toast-header-bg: rgba(255, 255, 255, 0.85);--bs-toast-header-border-color: rgba(0, 0, 0, 0.175);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: 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#000;--bslib-color-bg: rgb(120.4, 171, 98.6);background:linear-gradient(var(--bg-gradient-deg, 140deg), #20c997 var(--bg-gradient-start, 36%), #fd7e14 var(--bg-gradient-end, 180%)) rgb(120.4,171,98.6);color:#000}.bg-gradient-teal-yellow{--bslib-color-fg: #000;--bslib-color-bg: rgb(121.2, 197.8, 93.4);background:linear-gradient(var(--bg-gradient-deg, 140deg), #20c997 var(--bg-gradient-start, 36%), #ffc107 var(--bg-gradient-end, 180%)) rgb(121.2,197.8,93.4);color:#000}.bg-gradient-teal-green{--bslib-color-fg: #000;--bslib-color-bg: rgb(29.2, 174.6, 124.2);background:linear-gradient(var(--bg-gradient-deg, 140deg), #20c997 var(--bg-gradient-start, 36%), #198754 var(--bg-gradient-end, 180%)) rgb(29.2,174.6,124.2);color:#000}.bg-gradient-teal-cyan{--bslib-color-fg: #000;--bslib-color-bg: rgb(24.4, 201.4, 186.6);background:linear-gradient(var(--bg-gradient-deg, 140deg), #20c997 var(--bg-gradient-start, 36%), #0dcaf0 var(--bg-gradient-end, 180%)) rgb(24.4,201.4,186.6);color:#000}.bg-gradient-cyan-blue{--bslib-color-fg: #000;--bslib-color-bg: rgb(13, 165.2, 245.2);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #0d6efd var(--bg-gradient-end, 180%)) rgb(13,165.2,245.2);color:#000}.bg-gradient-cyan-indigo{--bslib-color-fg: #000;--bslib-color-bg: rgb(48.6, 127.6, 240.8);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #6610f2 var(--bg-gradient-end, 180%)) rgb(48.6,127.6,240.8);color:#000}.bg-gradient-cyan-purple{--bslib-color-fg: #000;--bslib-color-bg: rgb(52.2, 147.6, 221.2);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #6f42c1 var(--bg-gradient-end, 180%)) rgb(52.2,147.6,221.2);color:#000}.bg-gradient-cyan-pink{--bslib-color-fg: #000;--bslib-color-bg: rgb(93.4, 141.6, 196.8);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #d63384 var(--bg-gradient-end, 180%)) rgb(93.4,141.6,196.8);color:#000}.bg-gradient-cyan-red{--bslib-color-fg: #000;--bslib-color-bg: rgb(95.8, 142.4, 171.6);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #dc3545 var(--bg-gradient-end, 180%)) rgb(95.8,142.4,171.6);color:#000}.bg-gradient-cyan-orange{--bslib-color-fg: #000;--bslib-color-bg: rgb(109, 171.6, 152);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #fd7e14 var(--bg-gradient-end, 180%)) rgb(109,171.6,152);color:#000}.bg-gradient-cyan-yellow{--bslib-color-fg: #000;--bslib-color-bg: rgb(109.8, 198.4, 146.8);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #ffc107 var(--bg-gradient-end, 180%)) rgb(109.8,198.4,146.8);color:#000}.bg-gradient-cyan-green{--bslib-color-fg: #000;--bslib-color-bg: rgb(17.8, 175.2, 177.6);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #198754 var(--bg-gradient-end, 180%)) rgb(17.8,175.2,177.6);color:#000}.bg-gradient-cyan-teal{--bslib-color-fg: #000;--bslib-color-bg: rgb(20.6, 201.6, 204.4);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #20c997 var(--bg-gradient-end, 180%)) rgb(20.6,201.6,204.4);color:#000}:root{--bslib-value-box-shadow: none;--bslib-value-box-border-width-auto-yes: var(--bslib-value-box-border-width-baseline);--bslib-value-box-border-width-auto-no: 0;--bslib-value-box-border-width-baseline: 1px}.bslib-value-box{border-width:var(--bslib-value-box-border-width-auto-no, var(--bslib-value-box-border-width-baseline));container-name:bslib-value-box;container-type:inline-size}.bslib-value-box.card{box-shadow:var(--bslib-value-box-shadow)}.bslib-value-box.border-auto{border-width:var(--bslib-value-box-border-width-auto-yes, var(--bslib-value-box-border-width-baseline))}.bslib-value-box.default{--bslib-value-box-bg-default: var(--bs-card-bg, #ffffff);--bslib-value-box-border-color-default: var(--bs-card-border-color, rgba(0, 0, 0, 0.175));color:var(--bslib-value-box-color);background-color:var(--bslib-value-box-bg, var(--bslib-value-box-bg-default));border-color:var(--bslib-value-box-border-color, var(--bslib-value-box-border-color-default))}.bslib-value-box .value-box-grid{display:grid;grid-template-areas:"left right";align-items:center;overflow:hidden}.bslib-value-box .value-box-showcase{height:100%;max-height:var(---bslib-value-box-showcase-max-h, 100%)}.bslib-value-box .value-box-showcase,.bslib-value-box .value-box-showcase>.html-fill-item{width:100%}.bslib-value-box[data-full-screen=true] .value-box-showcase{max-height:var(---bslib-value-box-showcase-max-h-fs, 100%)}@media screen and (min-width: 575.98px){@container bslib-value-box (max-width: 300px){.bslib-value-box:not(.showcase-bottom) .value-box-grid{grid-template-columns:1fr !important;grid-template-rows:auto auto;grid-template-areas:"top" "bottom"}.bslib-value-box:not(.showcase-bottom) .value-box-grid .value-box-showcase{grid-area:top !important}.bslib-value-box:not(.showcase-bottom) .value-box-grid .value-box-area{grid-area:bottom !important;justify-content:end}}}.bslib-value-box .value-box-area{justify-content:center;padding:1.5rem 1rem;font-size:.9rem;font-weight:500}.bslib-value-box .value-box-area *{margin-bottom:0;margin-top:0}.bslib-value-box .value-box-title{font-size:1rem;margin-top:0;margin-bottom:.5rem;font-weight:500;line-height:1.2}.bslib-value-box .value-box-title:empty::after{content:" "}.bslib-value-box .value-box-value{font-size:calc(1.29rem + 0.48vw);margin-top:0;margin-bottom:.5rem;font-weight:500;line-height:1.2}@media(min-width: 1200px){.bslib-value-box .value-box-value{font-size:1.65rem}}.bslib-value-box .value-box-value:empty::after{content:" "}.bslib-value-box .value-box-showcase{align-items:center;justify-content:center;margin-top:auto;margin-bottom:auto;padding:1rem}.bslib-value-box .value-box-showcase .bi,.bslib-value-box .value-box-showcase .fa,.bslib-value-box .value-box-showcase .fab,.bslib-value-box .value-box-showcase .fas,.bslib-value-box .value-box-showcase .far{opacity:.85;min-width:50px;max-width:125%}.bslib-value-box .value-box-showcase .bi,.bslib-value-box .value-box-showcase .fa,.bslib-value-box .value-box-showcase .fab,.bslib-value-box .value-box-showcase .fas,.bslib-value-box .value-box-showcase .far{font-size:4rem}.bslib-value-box.showcase-top-right .value-box-grid{grid-template-columns:1fr var(---bslib-value-box-showcase-w, 50%)}.bslib-value-box.showcase-top-right .value-box-grid .value-box-showcase{grid-area:right;margin-left:auto;align-self:start;align-items:end;padding-left:0;padding-bottom:0}.bslib-value-box.showcase-top-right .value-box-grid .value-box-area{grid-area:left;align-self:end}.bslib-value-box.showcase-top-right[data-full-screen=true] .value-box-grid{grid-template-columns:auto var(---bslib-value-box-showcase-w-fs, 1fr)}.bslib-value-box.showcase-top-right[data-full-screen=true] .value-box-grid>div{align-self:center}.bslib-value-box.showcase-top-right:not([data-full-screen=true]) .value-box-showcase{margin-top:0}@container bslib-value-box (max-width: 300px){.bslib-value-box.showcase-top-right:not([data-full-screen=true]) .value-box-grid .value-box-showcase{padding-left:1rem}}.bslib-value-box.showcase-left-center .value-box-grid{grid-template-columns:var(---bslib-value-box-showcase-w, 30%) auto}.bslib-value-box.showcase-left-center[data-full-screen=true] .value-box-grid{grid-template-columns:var(---bslib-value-box-showcase-w-fs, 1fr) auto}.bslib-value-box.showcase-left-center:not([data-fill-screen=true]) .value-box-grid .value-box-showcase{grid-area:left}.bslib-value-box.showcase-left-center:not([data-fill-screen=true]) .value-box-grid .value-box-area{grid-area:right}.bslib-value-box.showcase-bottom .value-box-grid{grid-template-columns:1fr;grid-template-rows:1fr var(---bslib-value-box-showcase-h, auto);grid-template-areas:"top" "bottom";overflow:hidden}.bslib-value-box.showcase-bottom .value-box-grid .value-box-showcase{grid-area:bottom;padding:0;margin:0}.bslib-value-box.showcase-bottom .value-box-grid .value-box-area{grid-area:top}.bslib-value-box.showcase-bottom[data-full-screen=true] .value-box-grid{grid-template-rows:1fr var(---bslib-value-box-showcase-h-fs, 2fr)}.bslib-value-box.showcase-bottom[data-full-screen=true] .value-box-grid .value-box-showcase{padding:1rem}[data-bs-theme=dark] .bslib-value-box{--bslib-value-box-shadow: 0 0.5rem 1rem rgb(0 0 0 / 50%)}@media(min-width: 576px){.nav:not(.nav-hidden){display:flex !important;display:-webkit-flex !important}.nav:not(.nav-hidden):not(.nav-stacked):not(.flex-column){float:none !important}.nav:not(.nav-hidden):not(.nav-stacked):not(.flex-column)>.bslib-nav-spacer{margin-left:auto !important}.nav:not(.nav-hidden):not(.nav-stacked):not(.flex-column)>.form-inline{margin-top:auto;margin-bottom:auto}.nav:not(.nav-hidden).nav-stacked{flex-direction:column;-webkit-flex-direction:column;height:100%}.nav:not(.nav-hidden).nav-stacked>.bslib-nav-spacer{margin-top:auto !important}}.bslib-card{overflow:auto}.bslib-card .card-body+.card-body{padding-top:0}.bslib-card .card-body{overflow:auto}.bslib-card .card-body p{margin-top:0}.bslib-card .card-body p:last-child{margin-bottom:0}.bslib-card .card-body{max-height:var(--bslib-card-body-max-height, none)}.bslib-card[data-full-screen=true]>.card-body{max-height:var(--bslib-card-body-max-height-full-screen, none)}.bslib-card .card-header .form-group{margin-bottom:0}.bslib-card .card-header .selectize-control{margin-bottom:0}.bslib-card .card-header .selectize-control .item{margin-right:1.15rem}.bslib-card .card-footer{margin-top:auto}.bslib-card .bslib-navs-card-title{display:flex;flex-wrap:wrap;justify-content:space-between;align-items:center}.bslib-card .bslib-navs-card-title .nav{margin-left:auto}.bslib-card .bslib-sidebar-layout:not([data-bslib-sidebar-border=true]){border:none}.bslib-card .bslib-sidebar-layout:not([data-bslib-sidebar-border-radius=true]){border-top-left-radius:0;border-top-right-radius:0}[data-full-screen=true]{position:fixed;inset:3.5rem 1rem 1rem;height:auto !important;max-height:none !important;width:auto !important;z-index:1070}.bslib-full-screen-enter{display:none;position:absolute;bottom:var(--bslib-full-screen-enter-bottom, 0.2rem);right:var(--bslib-full-screen-enter-right, 0);top:var(--bslib-full-screen-enter-top);left:var(--bslib-full-screen-enter-left);color:var(--bslib-color-fg, var(--bs-card-color));background-color:var(--bslib-color-bg, var(--bs-card-bg, var(--bs-body-bg)));border:var(--bs-card-border-width) solid var(--bslib-color-fg, var(--bs-card-border-color));box-shadow:0 2px 4px 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-<link href="../projA1/projA1.html" rel="next">
-<link href="../regex/regex.html" rel="prev">
-<link href="../data100_logo.png" rel="icon" type="image/png">
 <script src="../site_libs/quarto-html/quarto.js" type="module"></script>
 <script src="../site_libs/quarto-html/tabsets/tabsets.js" type="module"></script>
 <script src="../site_libs/quarto-html/axe/axe-check.js" type="module"></script>
@@ -43,7 +39,7 @@
 <link href="../site_libs/quarto-html/quarto-syntax-highlighting-587c61ba64f3a5504c4d52d930310e48.css" rel="stylesheet" id="quarto-text-highlighting-styles">
 <script src="../site_libs/bootstrap/bootstrap.min.js"></script>
 <link href="../site_libs/bootstrap/bootstrap-icons.css" rel="stylesheet">
-<link href="../site_libs/bootstrap/bootstrap-99913b7803b80b0c1d2b970a25816663.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
+<link href="../site_libs/bootstrap/bootstrap-ff63373b1067ca6f91cf1456aa1f00a2.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
 <script id="quarto-search-options" type="application/json">{
   "location": "sidebar",
   "copy-button": false,
@@ -56,6 +52,7 @@
     "/",
     "s"
   ],
+  "show-item-context": false,
   "language": {
     "search-no-results-text": "No results",
     "search-matching-documents-text": "matching documents",
@@ -103,106 +100,16 @@
 
 </head>
 
-<body class="nav-sidebar floating quarto-light">
+<body class="quarto-light">
 
 <div id="quarto-search-results"></div>
-  <header id="quarto-header" class="headroom fixed-top">
-  <nav class="quarto-secondary-nav">
-    <div class="container-fluid d-flex">
-      <button type="button" class="quarto-btn-toggle btn" data-bs-toggle="collapse" role="button" data-bs-target=".quarto-sidebar-collapse-item" aria-controls="quarto-sidebar" aria-expanded="false" aria-label="Toggle sidebar navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">
-        <i class="bi bi-layout-text-sidebar-reverse"></i>
-      </button>
-        <nav class="quarto-page-breadcrumbs" aria-label="breadcrumb"><ol class="breadcrumb"><li class="breadcrumb-item"><a href="../visualizations/visualizations.html"><span class="chapter-title">Visualizations</span></a></li></ol></nav>
-        <a class="flex-grow-1" role="navigation" data-bs-toggle="collapse" data-bs-target=".quarto-sidebar-collapse-item" aria-controls="quarto-sidebar" aria-expanded="false" aria-label="Toggle sidebar navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">      
-        </a>
-      <button type="button" class="btn quarto-search-button" aria-label="Search" onclick="window.quartoOpenSearch();">
-        <i class="bi bi-search"></i>
-      </button>
-    </div>
-  </nav>
-</header>
 <!-- content -->
 <div id="quarto-content" class="quarto-container page-columns page-rows-contents page-layout-article">
 <!-- sidebar -->
-  <nav id="quarto-sidebar" class="sidebar collapse collapse-horizontal quarto-sidebar-collapse-item sidebar-navigation floating overflow-auto">
-    <div class="pt-lg-2 mt-2 text-left sidebar-header sidebar-header-stacked">
-      <a href="../index.html" class="sidebar-logo-link">
-      <img src="../data100_logo.png" alt="" class="sidebar-logo light-content py-0 d-lg-inline d-none">
-      <img src="../data100_logo.png" alt="" class="sidebar-logo dark-content py-0 d-lg-inline d-none">
-      </a>
-    <div class="sidebar-title mb-0 py-0">
-      <a href="../">Data 100 Debugging Guide</a> 
-        <div class="sidebar-tools-main">
-    <a href="https://github.com/DS-100/debugging-guide" title="Source Code" class="quarto-navigation-tool px-1" aria-label="Source Code"><i class="bi bi-github"></i></a>
-</div>
-    </div>
-      </div>
-        <div class="mt-2 flex-shrink-0 align-items-center">
-        <div class="sidebar-search">
-        <div id="quarto-search" class="" title="Search"></div>
-        </div>
-        </div>
-    <div class="sidebar-menu-container"> 
-    <ul class="list-unstyled mt-1">
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../index.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text">About</span></a>
-  </div>
-</li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../jupyter101/jupyter101.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">Jupyter 101</span></a>
-  </div>
-</li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../jupyter_datahub/jupyter_datahub.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">Jupyter / Datahub</span></a>
-  </div>
-</li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../autograder_gradescope/autograder_gradescope.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">Autograder and Gradescope / Pensieve</span></a>
-  </div>
-</li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../pandas/pandas.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">Pandas</span></a>
-  </div>
-</li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../regex/regex.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">RegEx</span></a>
-  </div>
-</li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../visualizations/visualizations.html" class="sidebar-item-text sidebar-link active"><span class="chapter-title">Visualizations</span></a>
-  </div>
-</li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../projA1/projA1.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">Project A1 Common Questions</span></a>
-  </div>
-</li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../projA2/projA2.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">Project A2 Common Questions</span></a>
-  </div>
-</li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../sql/sql.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">SQL Common Errors</span></a>
-  </div>
-</li>
-    </ul>
-    </div>
-</nav>
-<div id="quarto-sidebar-glass" class="quarto-sidebar-collapse-item" data-bs-toggle="collapse" data-bs-target=".quarto-sidebar-collapse-item"></div>
 <!-- margin-sidebar -->
     <div id="quarto-margin-sidebar" class="sidebar margin-sidebar">
         <nav id="TOC" role="doc-toc" class="toc-active" data-toc-expanded="3">
-    <h2 id="toc-title">Table of contents</h2>
+    <h2 id="toc-title">On this page</h2>
    
   <ul>
   <li><a href="#my-legends-labels-dont-match-up-my-legend-isnt-displaying-properly" id="toc-my-legends-labels-dont-match-up-my-legend-isnt-displaying-properly" class="nav-link active" data-scroll-target="#my-legends-labels-dont-match-up-my-legend-isnt-displaying-properly">My legend’s labels don’t match up / my legend isn’t displaying properly</a></li>
@@ -217,7 +124,7 @@ <h2 id="toc-title">Table of contents</h2>
 
 <header id="title-block-header" class="quarto-title-block default">
 <div class="quarto-title">
-<h1 class="title"><span class="chapter-title">Visualizations</span></h1>
+<h1 class="title">Visualizations</h1>
 </div>
 
 
@@ -474,7 +381,7 @@ <h2 class="anchored" data-anchor-id="my-sns.lineplot-has-an-unwanted-shaded-regi
     }
       var localhostRegex = new RegExp(/^(?:http|https):\/\/localhost\:?[0-9]*\//);
       var mailtoRegex = new RegExp(/^mailto:/);
-        var filterRegex = new RegExp("https:\/\/ds100\.org\/debugging-guide\/");
+        var filterRegex = new RegExp('/' + window.location.host + '/');
       var isInternal = (href) => {
           return filterRegex.test(href) || localhostRegex.test(href) || mailtoRegex.test(href);
       }
@@ -801,18 +708,6 @@ <h2 class="anchored" data-anchor-id="my-sns.lineplot-has-an-unwanted-shaded-regi
     }
   });
   </script>
-<nav class="page-navigation">
-  <div class="nav-page nav-page-previous">
-      <a href="../regex/regex.html" class="pagination-link" aria-label="RegEx">
-        <i class="bi bi-arrow-left-short"></i> <span class="nav-page-text"><span class="chapter-title">RegEx</span></span>
-      </a>          
-  </div>
-  <div class="nav-page nav-page-next">
-      <a href="../projA1/projA1.html" class="pagination-link" aria-label="Project A1 Common Questions">
-        <span class="nav-page-text"><span class="chapter-title">Project A1 Common Questions</span></span> <i class="bi bi-arrow-right-short"></i>
-      </a>
-  </div>
-</nav>
 </div> <!-- /content -->
 
 

From 72cffb8518514429dff57ea930eda4bdb7381664 Mon Sep 17 00:00:00 2001
From: Silas Santini <70163606+pancakereport@users.noreply.github.com>
Date: Mon, 15 Dec 2025 18:24:25 -0800
Subject: [PATCH 06/11] streamline workflow by using already rendered files

---
 .github/workflows/a11y.yml | 30 +++++++++++++++---------------
 1 file changed, 15 insertions(+), 15 deletions(-)

diff --git a/.github/workflows/a11y.yml b/.github/workflows/a11y.yml
index dd2233f..563eb01 100644
--- a/.github/workflows/a11y.yml
+++ b/.github/workflows/a11y.yml
@@ -20,12 +20,12 @@ jobs:
         uses: actions/checkout@v4
 
       # 2. Setup Quarto with TinyTex
-      - name: Set up Quarto
-        uses: quarto-dev/quarto-actions/setup@v2
-        env:
-          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-        with:
-          tinytex: true
+      # - name: Set up Quarto
+      #   uses: quarto-dev/quarto-actions/setup@v2
+      #   env:
+      #     GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+      #   with:
+      #     tinytex: true
 
       # 3. Setup Node.js (for Axe and http-server)
       - name: Set up Node.js
@@ -34,19 +34,19 @@ jobs:
           node-version: '20'
 
       # 4. Setup Python
-      - name: Set up Python
-        uses: actions/setup-python@v4
-        with:
-          python-version: '3.11.9' 
-          cache: 'pip' 
+      # - name: Set up Python
+      #   uses: actions/setup-python@v4
+      #   with:
+      #     python-version: '3.11.9' 
+      #     cache: 'pip' 
 
       # 5. Install Python dependencies
-      - name: Install Python dependencies
-        run: pip install -r requirements.txt
+      # - name: Install Python dependencies
+      #   run: pip install -r requirements.txt
       
       # 6. Render the Site
-      - name: Render Quarto Site
-        run: quarto render
+      # - name: Render Quarto Site
+      #   run: quarto render
 
       # 7. Install Tools
       - name: Install Axe and Server

From f442135e6354eef2cdb0c1929e91f789c35218d7 Mon Sep 17 00:00:00 2001
From: Silas Santini <70163606+pancakereport@users.noreply.github.com>
Date: Mon, 15 Dec 2025 18:37:45 -0800
Subject: [PATCH 07/11] ensure that sitemap is generated

---
 _quarto.yml                                   |   9 ++++
 .../autograder_gradescope.html                |  26 ++++++++++-
 docs/index.html                               |  26 ++++++++++-
 docs/index.pdf                                | Bin 12949 -> 12949 bytes
 docs/jupyter101/jupyter101.html               |  26 ++++++++++-
 docs/jupyter_datahub/jupyter_datahub.html     |  26 ++++++++++-
 docs/pandas/pandas.html                       |  26 ++++++++++-
 docs/projA1/projA1.html                       |  26 ++++++++++-
 docs/projA2/projA2.html                       |  26 ++++++++++-
 docs/regex/regex.html                         |  26 ++++++++++-
 docs/robots.txt                               |   1 +
 docs/sitemap.xml                              |  43 ++++++++++++++++++
 docs/sql/sql.html                             |  26 ++++++++++-
 docs/visualizations/visualizations.html       |  26 ++++++++++-
 14 files changed, 303 insertions(+), 10 deletions(-)
 create mode 100644 docs/robots.txt
 create mode 100644 docs/sitemap.xml

diff --git a/_quarto.yml b/_quarto.yml
index a531702..a31bc2c 100644
--- a/_quarto.yml
+++ b/_quarto.yml
@@ -2,6 +2,15 @@ project:
   type: website
   output-dir: docs
 
+website:
+  site-url: "https://ds100.org/debugging-guide/"
+  page-footer: 
+    center:
+      - text: Accessibility
+        href: "https://dap.berkeley.edu/get-help/report-web-accessibility-issue"
+      - text: Nondiscrimination
+        href: "https://ophd.berkeley.edu/policies-and-procedures/nondiscrimination-policy-statement"
+
 book:
   site-url: "https://ds100.org/debugging-guide/"
   favicon: data100_logo.png
diff --git a/docs/autograder_gradescope/autograder_gradescope.html b/docs/autograder_gradescope/autograder_gradescope.html
index fa46a97..b79c048 100644
--- a/docs/autograder_gradescope/autograder_gradescope.html
+++ b/docs/autograder_gradescope/autograder_gradescope.html
@@ -335,7 +335,7 @@ <h3 class="anchored" data-anchor-id="my-autograder-keeps-runningtimed-out">My au
     }
       var localhostRegex = new RegExp(/^(?:http|https):\/\/localhost\:?[0-9]*\//);
       var mailtoRegex = new RegExp(/^mailto:/);
-        var filterRegex = new RegExp('/' + window.location.host + '/');
+        var filterRegex = new RegExp("https:\/\/ds100\.org\/debugging-guide\/");
       var isInternal = (href) => {
           return filterRegex.test(href) || localhostRegex.test(href) || mailtoRegex.test(href);
       }
@@ -663,6 +663,30 @@ <h3 class="anchored" data-anchor-id="my-autograder-keeps-runningtimed-out">My au
   });
   </script>
 </div> <!-- /content -->
+<footer class="footer">
+  <div class="nav-footer">
+    <div class="nav-footer-left">
+      &nbsp;
+    </div>   
+    <div class="nav-footer-center">
+      <ul class="footer-items list-unstyled">
+    <li class="nav-item">
+    <a class="nav-link" href="https://dap.berkeley.edu/get-help/report-web-accessibility-issue">
+<p>Accessibility</p>
+</a>
+  </li>  
+    <li class="nav-item">
+    <a class="nav-link" href="https://ophd.berkeley.edu/policies-and-procedures/nondiscrimination-policy-statement">
+<p>Nondiscrimination</p>
+</a>
+  </li>  
+</ul>
+    </div>
+    <div class="nav-footer-right">
+      &nbsp;
+    </div>
+  </div>
+</footer>
 
 
 
diff --git a/docs/index.html b/docs/index.html
index ae277f6..d797ce9 100644
--- a/docs/index.html
+++ b/docs/index.html
@@ -225,7 +225,7 @@ <h1 class="unnumbered">About</h1>
     }
       var localhostRegex = new RegExp(/^(?:http|https):\/\/localhost\:?[0-9]*\//);
       var mailtoRegex = new RegExp(/^mailto:/);
-        var filterRegex = new RegExp('/' + window.location.host + '/');
+        var filterRegex = new RegExp("https:\/\/ds100\.org\/debugging-guide\/");
       var isInternal = (href) => {
           return filterRegex.test(href) || localhostRegex.test(href) || mailtoRegex.test(href);
       }
@@ -553,6 +553,30 @@ <h1 class="unnumbered">About</h1>
   });
   </script>
 </div> <!-- /content -->
+<footer class="footer">
+  <div class="nav-footer">
+    <div class="nav-footer-left">
+      &nbsp;
+    </div>   
+    <div class="nav-footer-center">
+      <ul class="footer-items list-unstyled">
+    <li class="nav-item">
+    <a class="nav-link" href="https://dap.berkeley.edu/get-help/report-web-accessibility-issue">
+<p>Accessibility</p>
+</a>
+  </li>  
+    <li class="nav-item">
+    <a class="nav-link" href="https://ophd.berkeley.edu/policies-and-procedures/nondiscrimination-policy-statement">
+<p>Nondiscrimination</p>
+</a>
+  </li>  
+</ul>
+    </div>
+    <div class="nav-footer-right">
+      &nbsp;
+    </div>
+  </div>
+</footer>
 
 
 
diff --git a/docs/index.pdf b/docs/index.pdf
index 993c5a365a69cd8f7d902242d660943f5455504a..0babe0a3189a51835b04b3497d45fc5ad2b492d6 100644
GIT binary patch
delta 131
zcmbQ5IyH5JfwsD_xuJ!wfrYw(fx4!GzHfetOJYf?f`*Hgk%5t^p^>4fp#@0E=5TEd
zHa9mX3rkmH14j!-6GImhHw!ao17izALuV6HGZQmIHy1kv8^TIrCmZt1O@3^+2>@lM
BAe8_B

delta 131
zcmbQ5IyH5JfwsDlp^>GofrYw(fx4!GzHfetOJYf?f`*Hgk%5t^p^>4fp#@0E=5TEd
zHa811LlZ+MR~I)&14jcF7biCpM`v?46E_oMLqjuHM@Ksa8^TIrCmZt1O@3^+2>^EI
BAsqk!

diff --git a/docs/jupyter101/jupyter101.html b/docs/jupyter101/jupyter101.html
index 2dc3c65..2ff3bdc 100644
--- a/docs/jupyter101/jupyter101.html
+++ b/docs/jupyter101/jupyter101.html
@@ -309,7 +309,7 @@ <h2 class="anchored" data-anchor-id="automatically-closing-brackets">Automatical
     }
       var localhostRegex = new RegExp(/^(?:http|https):\/\/localhost\:?[0-9]*\//);
       var mailtoRegex = new RegExp(/^mailto:/);
-        var filterRegex = new RegExp('/' + window.location.host + '/');
+        var filterRegex = new RegExp("https:\/\/ds100\.org\/debugging-guide\/");
       var isInternal = (href) => {
           return filterRegex.test(href) || localhostRegex.test(href) || mailtoRegex.test(href);
       }
@@ -637,6 +637,30 @@ <h2 class="anchored" data-anchor-id="automatically-closing-brackets">Automatical
   });
   </script>
 </div> <!-- /content -->
+<footer class="footer">
+  <div class="nav-footer">
+    <div class="nav-footer-left">
+      &nbsp;
+    </div>   
+    <div class="nav-footer-center">
+      <ul class="footer-items list-unstyled">
+    <li class="nav-item">
+    <a class="nav-link" href="https://dap.berkeley.edu/get-help/report-web-accessibility-issue">
+<p>Accessibility</p>
+</a>
+  </li>  
+    <li class="nav-item">
+    <a class="nav-link" href="https://ophd.berkeley.edu/policies-and-procedures/nondiscrimination-policy-statement">
+<p>Nondiscrimination</p>
+</a>
+  </li>  
+</ul>
+    </div>
+    <div class="nav-footer-right">
+      &nbsp;
+    </div>
+  </div>
+</footer>
 
 
 
diff --git a/docs/jupyter_datahub/jupyter_datahub.html b/docs/jupyter_datahub/jupyter_datahub.html
index 8839222..dd68c35 100644
--- a/docs/jupyter_datahub/jupyter_datahub.html
+++ b/docs/jupyter_datahub/jupyter_datahub.html
@@ -339,7 +339,7 @@ <h2 class="anchored" data-anchor-id="datahub-is-not-loading">Datahub is not load
     }
       var localhostRegex = new RegExp(/^(?:http|https):\/\/localhost\:?[0-9]*\//);
       var mailtoRegex = new RegExp(/^mailto:/);
-        var filterRegex = new RegExp('/' + window.location.host + '/');
+        var filterRegex = new RegExp("https:\/\/ds100\.org\/debugging-guide\/");
       var isInternal = (href) => {
           return filterRegex.test(href) || localhostRegex.test(href) || mailtoRegex.test(href);
       }
@@ -667,6 +667,30 @@ <h2 class="anchored" data-anchor-id="datahub-is-not-loading">Datahub is not load
   });
   </script>
 </div> <!-- /content -->
+<footer class="footer">
+  <div class="nav-footer">
+    <div class="nav-footer-left">
+      &nbsp;
+    </div>   
+    <div class="nav-footer-center">
+      <ul class="footer-items list-unstyled">
+    <li class="nav-item">
+    <a class="nav-link" href="https://dap.berkeley.edu/get-help/report-web-accessibility-issue">
+<p>Accessibility</p>
+</a>
+  </li>  
+    <li class="nav-item">
+    <a class="nav-link" href="https://ophd.berkeley.edu/policies-and-procedures/nondiscrimination-policy-statement">
+<p>Nondiscrimination</p>
+</a>
+  </li>  
+</ul>
+    </div>
+    <div class="nav-footer-right">
+      &nbsp;
+    </div>
+  </div>
+</footer>
 
 
 
diff --git a/docs/pandas/pandas.html b/docs/pandas/pandas.html
index 545a251..62a4583 100644
--- a/docs/pandas/pandas.html
+++ b/docs/pandas/pandas.html
@@ -359,7 +359,7 @@ <h3 class="anchored" data-anchor-id="valueerror--1-is-not-in-range-keyerror--1">
     }
       var localhostRegex = new RegExp(/^(?:http|https):\/\/localhost\:?[0-9]*\//);
       var mailtoRegex = new RegExp(/^mailto:/);
-        var filterRegex = new RegExp('/' + window.location.host + '/');
+        var filterRegex = new RegExp("https:\/\/ds100\.org\/debugging-guide\/");
       var isInternal = (href) => {
           return filterRegex.test(href) || localhostRegex.test(href) || mailtoRegex.test(href);
       }
@@ -687,6 +687,30 @@ <h3 class="anchored" data-anchor-id="valueerror--1-is-not-in-range-keyerror--1">
   });
   </script>
 </div> <!-- /content -->
+<footer class="footer">
+  <div class="nav-footer">
+    <div class="nav-footer-left">
+      &nbsp;
+    </div>   
+    <div class="nav-footer-center">
+      <ul class="footer-items list-unstyled">
+    <li class="nav-item">
+    <a class="nav-link" href="https://dap.berkeley.edu/get-help/report-web-accessibility-issue">
+<p>Accessibility</p>
+</a>
+  </li>  
+    <li class="nav-item">
+    <a class="nav-link" href="https://ophd.berkeley.edu/policies-and-procedures/nondiscrimination-policy-statement">
+<p>Nondiscrimination</p>
+</a>
+  </li>  
+</ul>
+    </div>
+    <div class="nav-footer-right">
+      &nbsp;
+    </div>
+  </div>
+</footer>
 
 
 
diff --git a/docs/projA1/projA1.html b/docs/projA1/projA1.html
index e35e43e..5fc0d76 100644
--- a/docs/projA1/projA1.html
+++ b/docs/projA1/projA1.html
@@ -267,7 +267,7 @@ <h3 class="anchored" data-anchor-id="my-ohe-columns-contain-a-lot-of-nan-values"
     }
       var localhostRegex = new RegExp(/^(?:http|https):\/\/localhost\:?[0-9]*\//);
       var mailtoRegex = new RegExp(/^mailto:/);
-        var filterRegex = new RegExp('/' + window.location.host + '/');
+        var filterRegex = new RegExp("https:\/\/ds100\.org\/debugging-guide\/");
       var isInternal = (href) => {
           return filterRegex.test(href) || localhostRegex.test(href) || mailtoRegex.test(href);
       }
@@ -595,6 +595,30 @@ <h3 class="anchored" data-anchor-id="my-ohe-columns-contain-a-lot-of-nan-values"
   });
   </script>
 </div> <!-- /content -->
+<footer class="footer">
+  <div class="nav-footer">
+    <div class="nav-footer-left">
+      &nbsp;
+    </div>   
+    <div class="nav-footer-center">
+      <ul class="footer-items list-unstyled">
+    <li class="nav-item">
+    <a class="nav-link" href="https://dap.berkeley.edu/get-help/report-web-accessibility-issue">
+<p>Accessibility</p>
+</a>
+  </li>  
+    <li class="nav-item">
+    <a class="nav-link" href="https://ophd.berkeley.edu/policies-and-procedures/nondiscrimination-policy-statement">
+<p>Nondiscrimination</p>
+</a>
+  </li>  
+</ul>
+    </div>
+    <div class="nav-footer-right">
+      &nbsp;
+    </div>
+  </div>
+</footer>
 
 
 
diff --git a/docs/projA2/projA2.html b/docs/projA2/projA2.html
index f84cddc..b4b049f 100644
--- a/docs/projA2/projA2.html
+++ b/docs/projA2/projA2.html
@@ -378,7 +378,7 @@ <h3 class="anchored" data-anchor-id="my-code-runs-locally-but-it-fails-for-every
     }
       var localhostRegex = new RegExp(/^(?:http|https):\/\/localhost\:?[0-9]*\//);
       var mailtoRegex = new RegExp(/^mailto:/);
-        var filterRegex = new RegExp('/' + window.location.host + '/');
+        var filterRegex = new RegExp("https:\/\/ds100\.org\/debugging-guide\/");
       var isInternal = (href) => {
           return filterRegex.test(href) || localhostRegex.test(href) || mailtoRegex.test(href);
       }
@@ -706,6 +706,30 @@ <h3 class="anchored" data-anchor-id="my-code-runs-locally-but-it-fails-for-every
   });
   </script>
 </div> <!-- /content -->
+<footer class="footer">
+  <div class="nav-footer">
+    <div class="nav-footer-left">
+      &nbsp;
+    </div>   
+    <div class="nav-footer-center">
+      <ul class="footer-items list-unstyled">
+    <li class="nav-item">
+    <a class="nav-link" href="https://dap.berkeley.edu/get-help/report-web-accessibility-issue">
+<p>Accessibility</p>
+</a>
+  </li>  
+    <li class="nav-item">
+    <a class="nav-link" href="https://ophd.berkeley.edu/policies-and-procedures/nondiscrimination-policy-statement">
+<p>Nondiscrimination</p>
+</a>
+  </li>  
+</ul>
+    </div>
+    <div class="nav-footer-right">
+      &nbsp;
+    </div>
+  </div>
+</footer>
 
 
 
diff --git a/docs/regex/regex.html b/docs/regex/regex.html
index f155812..7e495a6 100644
--- a/docs/regex/regex.html
+++ b/docs/regex/regex.html
@@ -408,7 +408,7 @@ <h3 class="anchored" data-anchor-id="whats-the-difference-between-re-functions-a
     }
       var localhostRegex = new RegExp(/^(?:http|https):\/\/localhost\:?[0-9]*\//);
       var mailtoRegex = new RegExp(/^mailto:/);
-        var filterRegex = new RegExp('/' + window.location.host + '/');
+        var filterRegex = new RegExp("https:\/\/ds100\.org\/debugging-guide\/");
       var isInternal = (href) => {
           return filterRegex.test(href) || localhostRegex.test(href) || mailtoRegex.test(href);
       }
@@ -736,6 +736,30 @@ <h3 class="anchored" data-anchor-id="whats-the-difference-between-re-functions-a
   });
   </script>
 </div> <!-- /content -->
+<footer class="footer">
+  <div class="nav-footer">
+    <div class="nav-footer-left">
+      &nbsp;
+    </div>   
+    <div class="nav-footer-center">
+      <ul class="footer-items list-unstyled">
+    <li class="nav-item">
+    <a class="nav-link" href="https://dap.berkeley.edu/get-help/report-web-accessibility-issue">
+<p>Accessibility</p>
+</a>
+  </li>  
+    <li class="nav-item">
+    <a class="nav-link" href="https://ophd.berkeley.edu/policies-and-procedures/nondiscrimination-policy-statement">
+<p>Nondiscrimination</p>
+</a>
+  </li>  
+</ul>
+    </div>
+    <div class="nav-footer-right">
+      &nbsp;
+    </div>
+  </div>
+</footer>
 
 
 
diff --git a/docs/robots.txt b/docs/robots.txt
new file mode 100644
index 0000000..1ad8eda
--- /dev/null
+++ b/docs/robots.txt
@@ -0,0 +1 @@
+Sitemap: https://ds100.org/debugging-guide/sitemap.xml
diff --git a/docs/sitemap.xml b/docs/sitemap.xml
new file mode 100644
index 0000000..0b2cc17
--- /dev/null
+++ b/docs/sitemap.xml
@@ -0,0 +1,43 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
+  <url>
+    <loc>https://ds100.org/debugging-guide/sql/sql.html</loc>
+    <lastmod>2025-12-16T02:18:00.060Z</lastmod>
+  </url>
+  <url>
+    <loc>https://ds100.org/debugging-guide/projA1/projA1.html</loc>
+    <lastmod>2025-12-16T02:18:41.865Z</lastmod>
+  </url>
+  <url>
+    <loc>https://ds100.org/debugging-guide/autograder_gradescope/autograder_gradescope.html</loc>
+    <lastmod>2025-12-16T02:19:25.158Z</lastmod>
+  </url>
+  <url>
+    <loc>https://ds100.org/debugging-guide/regex/regex.html</loc>
+    <lastmod>2025-12-16T02:18:11.043Z</lastmod>
+  </url>
+  <url>
+    <loc>https://ds100.org/debugging-guide/jupyter_datahub/jupyter_datahub.html</loc>
+    <lastmod>2025-12-16T02:19:26.577Z</lastmod>
+  </url>
+  <url>
+    <loc>https://ds100.org/debugging-guide/jupyter101/jupyter101.html</loc>
+    <lastmod>2025-12-16T02:19:04.567Z</lastmod>
+  </url>
+  <url>
+    <loc>https://ds100.org/debugging-guide/projA2/projA2.html</loc>
+    <lastmod>2025-12-16T02:18:42.722Z</lastmod>
+  </url>
+  <url>
+    <loc>https://ds100.org/debugging-guide/visualizations/visualizations.html</loc>
+    <lastmod>2025-12-16T02:17:25.163Z</lastmod>
+  </url>
+  <url>
+    <loc>https://ds100.org/debugging-guide/index.html</loc>
+    <lastmod>2025-11-26T08:06:31.391Z</lastmod>
+  </url>
+  <url>
+    <loc>https://ds100.org/debugging-guide/pandas/pandas.html</loc>
+    <lastmod>2025-12-16T02:18:54.937Z</lastmod>
+  </url>
+</urlset>
diff --git a/docs/sql/sql.html b/docs/sql/sql.html
index 1deff6f..7af1f1c 100644
--- a/docs/sql/sql.html
+++ b/docs/sql/sql.html
@@ -397,7 +397,7 @@ <h3 class="anchored" data-anchor-id="my-query-runs-but-im-not-passing-the-tests"
     }
       var localhostRegex = new RegExp(/^(?:http|https):\/\/localhost\:?[0-9]*\//);
       var mailtoRegex = new RegExp(/^mailto:/);
-        var filterRegex = new RegExp('/' + window.location.host + '/');
+        var filterRegex = new RegExp("https:\/\/ds100\.org\/debugging-guide\/");
       var isInternal = (href) => {
           return filterRegex.test(href) || localhostRegex.test(href) || mailtoRegex.test(href);
       }
@@ -725,6 +725,30 @@ <h3 class="anchored" data-anchor-id="my-query-runs-but-im-not-passing-the-tests"
   });
   </script>
 </div> <!-- /content -->
+<footer class="footer">
+  <div class="nav-footer">
+    <div class="nav-footer-left">
+      &nbsp;
+    </div>   
+    <div class="nav-footer-center">
+      <ul class="footer-items list-unstyled">
+    <li class="nav-item">
+    <a class="nav-link" href="https://dap.berkeley.edu/get-help/report-web-accessibility-issue">
+<p>Accessibility</p>
+</a>
+  </li>  
+    <li class="nav-item">
+    <a class="nav-link" href="https://ophd.berkeley.edu/policies-and-procedures/nondiscrimination-policy-statement">
+<p>Nondiscrimination</p>
+</a>
+  </li>  
+</ul>
+    </div>
+    <div class="nav-footer-right">
+      &nbsp;
+    </div>
+  </div>
+</footer>
 
 
 
diff --git a/docs/visualizations/visualizations.html b/docs/visualizations/visualizations.html
index e1ba318..f8f14f4 100644
--- a/docs/visualizations/visualizations.html
+++ b/docs/visualizations/visualizations.html
@@ -381,7 +381,7 @@ <h2 class="anchored" data-anchor-id="my-sns.lineplot-has-an-unwanted-shaded-regi
     }
       var localhostRegex = new RegExp(/^(?:http|https):\/\/localhost\:?[0-9]*\//);
       var mailtoRegex = new RegExp(/^mailto:/);
-        var filterRegex = new RegExp('/' + window.location.host + '/');
+        var filterRegex = new RegExp("https:\/\/ds100\.org\/debugging-guide\/");
       var isInternal = (href) => {
           return filterRegex.test(href) || localhostRegex.test(href) || mailtoRegex.test(href);
       }
@@ -709,6 +709,30 @@ <h2 class="anchored" data-anchor-id="my-sns.lineplot-has-an-unwanted-shaded-regi
   });
   </script>
 </div> <!-- /content -->
+<footer class="footer">
+  <div class="nav-footer">
+    <div class="nav-footer-left">
+      &nbsp;
+    </div>   
+    <div class="nav-footer-center">
+      <ul class="footer-items list-unstyled">
+    <li class="nav-item">
+    <a class="nav-link" href="https://dap.berkeley.edu/get-help/report-web-accessibility-issue">
+<p>Accessibility</p>
+</a>
+  </li>  
+    <li class="nav-item">
+    <a class="nav-link" href="https://ophd.berkeley.edu/policies-and-procedures/nondiscrimination-policy-statement">
+<p>Nondiscrimination</p>
+</a>
+  </li>  
+</ul>
+    </div>
+    <div class="nav-footer-right">
+      &nbsp;
+    </div>
+  </div>
+</footer>
 
 
 

From e085b2a069b57f50b6afeb99b390b0ba9e0f2f8e Mon Sep 17 00:00:00 2001
From: Silas Santini <70163606+pancakereport@users.noreply.github.com>
Date: Mon, 15 Dec 2025 18:42:09 -0800
Subject: [PATCH 08/11] clean up

---
 .github/workflows/a11y.yml | 36 ++++--------------------------------
 1 file changed, 4 insertions(+), 32 deletions(-)

diff --git a/.github/workflows/a11y.yml b/.github/workflows/a11y.yml
index 563eb01..6490b2b 100644
--- a/.github/workflows/a11y.yml
+++ b/.github/workflows/a11y.yml
@@ -6,8 +6,6 @@ on:
 
 env:
   PRODUCTION_URL: "https://ds100.org/debugging-guide/"
-  # must match the end of PRODUCTION_URL
-  # leave blank if at root
   SITE_SUBDIR: "debugging-guide"
 
 jobs:
@@ -15,44 +13,18 @@ jobs:
     runs-on: ubuntu-latest
     
     steps:
-      # 1. Checkout Code
       - name: Checkout repository
         uses: actions/checkout@v4
 
-      # 2. Setup Quarto with TinyTex
-      # - name: Set up Quarto
-      #   uses: quarto-dev/quarto-actions/setup@v2
-      #   env:
-      #     GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-      #   with:
-      #     tinytex: true
-
-      # 3. Setup Node.js (for Axe and http-server)
+      # Setup Node.js and install Axe and http-server
       - name: Set up Node.js
         uses: actions/setup-node@v4
         with:
           node-version: '20'
-
-      # 4. Setup Python
-      # - name: Set up Python
-      #   uses: actions/setup-python@v4
-      #   with:
-      #     python-version: '3.11.9' 
-      #     cache: 'pip' 
-
-      # 5. Install Python dependencies
-      # - name: Install Python dependencies
-      #   run: pip install -r requirements.txt
-      
-      # 6. Render the Site
-      # - name: Render Quarto Site
-      #   run: quarto render
-
-      # 7. Install Tools
       - name: Install Axe and Server
         run: npm install -g @axe-core/cli http-server
 
-      # 8. Start Local Server (Background Process)
+      # Start Local Server 
       - name: Start Local Server
         run: |
           # Mimic the production path structure exactly with
@@ -65,7 +37,7 @@ jobs:
           
           sleep 5
 
-      # 9. Run Axe Scan
+      # Run Axe Scan
       - name: Run Accessibility Scan
         id: axe-scan
         run: |
@@ -86,7 +58,7 @@ jobs:
             --save axe-report.json \
             --exit
 
-      # 10. Upload Report (Runs even if previous step fails)
+      # Upload Report even if previous step fails
       - name: Upload Accessibility Report
         if: always() 
         uses: actions/upload-artifact@v4

From ed1454dd9a86d9da4c8f339fba7af1cbd5dd7816 Mon Sep 17 00:00:00 2001
From: Silas Santini <70163606+pancakereport@users.noreply.github.com>
Date: Mon, 15 Dec 2025 19:01:43 -0800
Subject: [PATCH 09/11] website not book edits

---
 _quarto.yml                                   |  34 +--
 .../autograder_gradescope.html                | 108 +++++++-
 docs/data100_logo.png                         | Bin 0 -> 207832 bytes
 docs/index.html                               | 123 ++++++++-
 docs/index.pdf                                | Bin 12949 -> 0 bytes
 docs/jupyter101/jupyter101.html               | 108 +++++++-
 docs/jupyter_datahub/jupyter_datahub.html     | 108 +++++++-
 docs/pandas/pandas.html                       | 108 +++++++-
 docs/projA1/projA1.html                       | 112 +++++++-
 docs/projA2/projA2.html                       | 108 +++++++-
 docs/regex/regex.html                         | 108 +++++++-
 docs/search.json                              | 245 ++++++++++++++----
 ...-d279e387f5997211c97d65d1670dc95e.min.css} |   4 +-
 docs/site_libs/quarto-nav/headroom.min.js     |   7 +
 docs/sitemap.xml                              |   4 +-
 docs/sql/sql.html                             | 108 +++++++-
 docs/visualizations/visualizations.html       | 108 +++++++-
 index.md                                      |   9 +-
 projA1/projA1.md                              |   4 +-
 19 files changed, 1285 insertions(+), 121 deletions(-)
 create mode 100644 docs/data100_logo.png
 delete mode 100644 docs/index.pdf
 rename docs/site_libs/bootstrap/{bootstrap-ff63373b1067ca6f91cf1456aa1f00a2.min.css => bootstrap-d279e387f5997211c97d65d1670dc95e.min.css} (84%)
 create mode 100644 docs/site_libs/quarto-nav/headroom.min.js

diff --git a/_quarto.yml b/_quarto.yml
index a31bc2c..fc919a5 100644
--- a/_quarto.yml
+++ b/_quarto.yml
@@ -10,31 +10,32 @@ website:
         href: "https://dap.berkeley.edu/get-help/report-web-accessibility-issue"
       - text: Nondiscrimination
         href: "https://ophd.berkeley.edu/policies-and-procedures/nondiscrimination-policy-statement"
-
-book:
-  site-url: "https://ds100.org/debugging-guide/"
   favicon: data100_logo.png
   title: "Data 100 Debugging Guide"
   image: data100_logo.png
-  author: ["Yash Dave", "Lillian Weng", "Wesley Zheng", "Emrie Loh"]
   repo-url: https://github.com/DS-100/debugging-guide
   search:
     location: sidebar
     type: textbox
-  chapters:
-    - index.md
-    - jupyter101/jupyter101.md
-    - jupyter_datahub/jupyter_datahub.md
-    - autograder_gradescope/autograder_gradescope.md
-    - pandas/pandas.md
-    - regex/regex.md
-    - visualizations/visualizations.md
-    - projA1/projA1.md
-    - projA2/projA2.md
-    - sql/sql.md
-
   sidebar:
     logo: "data100_logo.png"
+    style: "docked"
+    title: "Data 100 Debugging Guide"
+    logo-alt: "Data 100 logo"
+    tools:
+      - icon: github
+        href: https://github.com/DS-100/debugging-guide
+    contents:
+      - index.md
+      - jupyter101/jupyter101.md
+      - jupyter_datahub/jupyter_datahub.md
+      - autograder_gradescope/autograder_gradescope.md
+      - pandas/pandas.md
+      - regex/regex.md
+      - visualizations/visualizations.md
+      - projA1/projA1.md
+      - projA2/projA2.md
+      - sql/sql.md
 format:
   html:
     theme: cosmos
@@ -45,4 +46,3 @@ format:
     number-sections: false
     include-after-body: 
       - a11y-fixes.html
-  pdf: default
diff --git a/docs/autograder_gradescope/autograder_gradescope.html b/docs/autograder_gradescope/autograder_gradescope.html
index b79c048..adf1635 100644
--- a/docs/autograder_gradescope/autograder_gradescope.html
+++ b/docs/autograder_gradescope/autograder_gradescope.html
@@ -7,7 +7,7 @@
 <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
 
 
-<title>Autograder and Gradescope / Pensieve</title>
+<title>Autograder and Gradescope / Pensieve – Data 100 Debugging Guide</title>
 <style>
 code{white-space: pre-wrap;}
 span.smallcaps{font-variant: small-caps;}
@@ -24,11 +24,13 @@
 
 
 <script src="../site_libs/quarto-nav/quarto-nav.js"></script>
+<script src="../site_libs/quarto-nav/headroom.min.js"></script>
 <script src="../site_libs/clipboard/clipboard.min.js"></script>
 <script src="../site_libs/quarto-search/autocomplete.umd.js"></script>
 <script src="../site_libs/quarto-search/fuse.min.js"></script>
 <script src="../site_libs/quarto-search/quarto-search.js"></script>
 <meta name="quarto:offset" content="../">
+<link href="../data100_logo.png" rel="icon" type="image/png">
 <script src="../site_libs/quarto-html/quarto.js" type="module"></script>
 <script src="../site_libs/quarto-html/tabsets/tabsets.js" type="module"></script>
 <script src="../site_libs/quarto-html/axe/axe-check.js" type="module"></script>
@@ -39,7 +41,7 @@
 <link href="../site_libs/quarto-html/quarto-syntax-highlighting-587c61ba64f3a5504c4d52d930310e48.css" rel="stylesheet" id="quarto-text-highlighting-styles">
 <script src="../site_libs/bootstrap/bootstrap.min.js"></script>
 <link href="../site_libs/bootstrap/bootstrap-icons.css" rel="stylesheet">
-<link href="../site_libs/bootstrap/bootstrap-ff63373b1067ca6f91cf1456aa1f00a2.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
+<link href="../site_libs/bootstrap/bootstrap-d279e387f5997211c97d65d1670dc95e.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
 <script id="quarto-search-options" type="application/json">{
   "location": "sidebar",
   "copy-button": false,
@@ -52,7 +54,6 @@
     "/",
     "s"
   ],
-  "show-item-context": false,
   "language": {
     "search-no-results-text": "No results",
     "search-matching-documents-text": "matching documents",
@@ -71,12 +72,111 @@
 
 </head>
 
-<body class="quarto-light">
+<body class="nav-sidebar docked quarto-light">
 
 <div id="quarto-search-results"></div>
+  <header id="quarto-header" class="headroom fixed-top">
+  <nav class="quarto-secondary-nav">
+    <div class="container-fluid d-flex">
+      <button type="button" class="quarto-btn-toggle btn" data-bs-toggle="collapse" role="button" data-bs-target=".quarto-sidebar-collapse-item" aria-controls="quarto-sidebar" aria-expanded="false" aria-label="Toggle sidebar navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">
+        <i class="bi bi-layout-text-sidebar-reverse"></i>
+      </button>
+        <nav class="quarto-page-breadcrumbs" aria-label="breadcrumb"><ol class="breadcrumb"><li class="breadcrumb-item"><a href="../autograder_gradescope/autograder_gradescope.html">Autograder and Gradescope / Pensieve</a></li></ol></nav>
+        <a class="flex-grow-1" role="navigation" data-bs-toggle="collapse" data-bs-target=".quarto-sidebar-collapse-item" aria-controls="quarto-sidebar" aria-expanded="false" aria-label="Toggle sidebar navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">      
+        </a>
+      <button type="button" class="btn quarto-search-button" aria-label="Search" onclick="window.quartoOpenSearch();">
+        <i class="bi bi-search"></i>
+      </button>
+    </div>
+  </nav>
+</header>
 <!-- content -->
 <div id="quarto-content" class="quarto-container page-columns page-rows-contents page-layout-article">
 <!-- sidebar -->
+  <nav id="quarto-sidebar" class="sidebar collapse collapse-horizontal quarto-sidebar-collapse-item sidebar-navigation docked overflow-auto">
+    <div class="pt-lg-2 mt-2 text-left sidebar-header sidebar-header-stacked">
+      <a href="../index.html" class="sidebar-logo-link">
+      <img src="../data100_logo.png" alt="Data 100 logo" class="sidebar-logo light-content py-0 d-lg-inline d-none">
+      <img src="../data100_logo.png" alt="Data 100 logo" class="sidebar-logo dark-content py-0 d-lg-inline d-none">
+      </a>
+    <div class="sidebar-title mb-0 py-0">
+      <a href="../">Data 100 Debugging Guide</a> 
+        <div class="sidebar-tools-main">
+    <a href="https://github.com/DS-100/debugging-guide" title="" class="quarto-navigation-tool px-1" aria-label=""><i class="bi bi-github"></i></a>
+</div>
+    </div>
+      </div>
+        <div class="mt-2 flex-shrink-0 align-items-center">
+        <div class="sidebar-search">
+        <div id="quarto-search" class="" title="Search"></div>
+        </div>
+        </div>
+    <div class="sidebar-menu-container"> 
+    <ul class="list-unstyled mt-1">
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../index.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">About</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../jupyter101/jupyter101.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Jupyter 101</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../jupyter_datahub/jupyter_datahub.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Jupyter / Datahub</span></a>
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+  <a href="../autograder_gradescope/autograder_gradescope.html" class="sidebar-item-text sidebar-link active">
+ <span class="menu-text">Autograder and Gradescope / Pensieve</span></a>
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+  <a href="../sql/sql.html" class="sidebar-item-text sidebar-link">
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-<title>index</title>
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+<body class="nav-sidebar docked quarto-light">
 
 <div id="quarto-search-results"></div>
+  <header id="quarto-header" class="headroom fixed-top">
+  <nav class="quarto-secondary-nav">
+    <div class="container-fluid d-flex">
+      <button type="button" class="quarto-btn-toggle btn" data-bs-toggle="collapse" role="button" data-bs-target=".quarto-sidebar-collapse-item" aria-controls="quarto-sidebar" aria-expanded="false" aria-label="Toggle sidebar navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">
+        <i class="bi bi-layout-text-sidebar-reverse"></i>
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+        <nav class="quarto-page-breadcrumbs" aria-label="breadcrumb"><ol class="breadcrumb"><li class="breadcrumb-item"><a href="./index.html">About</a></li></ol></nav>
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+ <span class="menu-text">Autograder and Gradescope / Pensieve</span></a>
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     <h2 id="toc-title">On this page</h2>
    
   <ul>
-  <li><a href="#about" id="toc-about" class="nav-link active" data-scroll-target="#about">About</a></li>
+  <li><a href="#about" id="toc-about" class="nav-link active" data-scroll-target="#about">About</a>
+  <ul>
+  <li><a href="#authors" id="toc-authors" class="nav-link" data-scroll-target="#authors">Authors</a></li>
+  </ul></li>
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@@ -93,13 +196,17 @@ <h2 id="toc-title">On this page</h2>
 
 
 
-<section id="about" class="level1 unnumbered">
-<h1 class="unnumbered">About</h1>
+<section id="about" class="level1">
+<h1>About</h1>
 <p>This text offers pointers for keyboard shortcuts or common mistakes that accompany the coursework in the Summer 2025 Edition of the UC Berkeley course Data 100: Principles and Techniques of Data Science.</p>
 <p>Inspiration for this guide was taken from the UC San Diego course DSC 10: Principles of Data Science and their <a href="https://dsc10.com/debugging/">debugging guide</a>.</p>
 <p>If you spot any typos or would like to suggest any changes, please email us at <strong>data100.instructors@berkeley.edu</strong>.</p>
+<section id="authors" class="level2">
+<h2 class="anchored" data-anchor-id="authors">Authors</h2>
+<p>In alphabetical order, Yash Dave, Emrie Loh, Lillian Weng, and Wesley Zheng.</p>
 
 
+</section>
 </section>
 
 </main> <!-- /main -->
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 <script src="../site_libs/quarto-search/autocomplete.umd.js"></script>
 <script src="../site_libs/quarto-search/fuse.min.js"></script>
 <script src="../site_libs/quarto-search/quarto-search.js"></script>
 <meta name="quarto:offset" content="../">
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 <script src="../site_libs/quarto-html/tabsets/tabsets.js" type="module"></script>
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+  <header id="quarto-header" class="headroom fixed-top">
+  <nav class="quarto-secondary-nav">
+    <div class="container-fluid d-flex">
+      <button type="button" class="quarto-btn-toggle btn" data-bs-toggle="collapse" role="button" data-bs-target=".quarto-sidebar-collapse-item" aria-controls="quarto-sidebar" aria-expanded="false" aria-label="Toggle sidebar navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">
+        <i class="bi bi-layout-text-sidebar-reverse"></i>
+      </button>
+        <nav class="quarto-page-breadcrumbs" aria-label="breadcrumb"><ol class="breadcrumb"><li class="breadcrumb-item"><a href="../jupyter101/jupyter101.html">Jupyter 101</a></li></ol></nav>
+        <a class="flex-grow-1" role="navigation" data-bs-toggle="collapse" data-bs-target=".quarto-sidebar-collapse-item" aria-controls="quarto-sidebar" aria-expanded="false" aria-label="Toggle sidebar navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">      
+        </a>
+      <button type="button" class="btn quarto-search-button" aria-label="Search" onclick="window.quartoOpenSearch();">
+        <i class="bi bi-search"></i>
+      </button>
+    </div>
+  </nav>
+</header>
 <!-- content -->
 <div id="quarto-content" class="quarto-container page-columns page-rows-contents page-layout-article">
 <!-- sidebar -->
+  <nav id="quarto-sidebar" class="sidebar collapse collapse-horizontal quarto-sidebar-collapse-item sidebar-navigation docked overflow-auto">
+    <div class="pt-lg-2 mt-2 text-left sidebar-header sidebar-header-stacked">
+      <a href="../index.html" class="sidebar-logo-link">
+      <img src="../data100_logo.png" alt="Data 100 logo" class="sidebar-logo light-content py-0 d-lg-inline d-none">
+      <img src="../data100_logo.png" alt="Data 100 logo" class="sidebar-logo dark-content py-0 d-lg-inline d-none">
+      </a>
+    <div class="sidebar-title mb-0 py-0">
+      <a href="../">Data 100 Debugging Guide</a> 
+        <div class="sidebar-tools-main">
+    <a href="https://github.com/DS-100/debugging-guide" title="" class="quarto-navigation-tool px-1" aria-label=""><i class="bi bi-github"></i></a>
+</div>
+    </div>
+      </div>
+        <div class="mt-2 flex-shrink-0 align-items-center">
+        <div class="sidebar-search">
+        <div id="quarto-search" class="" title="Search"></div>
+        </div>
+        </div>
+    <div class="sidebar-menu-container"> 
+    <ul class="list-unstyled mt-1">
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../index.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">About</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../jupyter101/jupyter101.html" class="sidebar-item-text sidebar-link active">
+ <span class="menu-text">Jupyter 101</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../jupyter_datahub/jupyter_datahub.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Jupyter / Datahub</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../autograder_gradescope/autograder_gradescope.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Autograder and Gradescope / Pensieve</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../pandas/pandas.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Pandas</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../regex/regex.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">RegEx</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../visualizations/visualizations.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Visualizations</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../projA1/projA1.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Project A1 Common Questions</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../projA2/projA2.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Project A2 Common Questions</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../sql/sql.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">SQL Common Errors</span></a>
+  </div>
+</li>
+    </ul>
+    </div>
+</nav>
+<div id="quarto-sidebar-glass" class="quarto-sidebar-collapse-item" data-bs-toggle="collapse" data-bs-target=".quarto-sidebar-collapse-item"></div>
 <!-- margin-sidebar -->
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 <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
 
 
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 <style>
 code{white-space: pre-wrap;}
 span.smallcaps{font-variant: small-caps;}
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 <script src="../site_libs/quarto-nav/quarto-nav.js"></script>
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 <script src="../site_libs/quarto-search/autocomplete.umd.js"></script>
 <script src="../site_libs/quarto-search/fuse.min.js"></script>
 <script src="../site_libs/quarto-search/quarto-search.js"></script>
 <meta name="quarto:offset" content="../">
+<link href="../data100_logo.png" rel="icon" type="image/png">
 <script src="../site_libs/quarto-html/quarto.js" type="module"></script>
 <script src="../site_libs/quarto-html/tabsets/tabsets.js" type="module"></script>
 <script src="../site_libs/quarto-html/axe/axe-check.js" type="module"></script>
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+<link href="../site_libs/bootstrap/bootstrap-d279e387f5997211c97d65d1670dc95e.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
 <script id="quarto-search-options" type="application/json">{
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@@ -71,12 +72,111 @@
 
 </head>
 
-<body class="quarto-light">
+<body class="nav-sidebar docked quarto-light">
 
 <div id="quarto-search-results"></div>
+  <header id="quarto-header" class="headroom fixed-top">
+  <nav class="quarto-secondary-nav">
+    <div class="container-fluid d-flex">
+      <button type="button" class="quarto-btn-toggle btn" data-bs-toggle="collapse" role="button" data-bs-target=".quarto-sidebar-collapse-item" aria-controls="quarto-sidebar" aria-expanded="false" aria-label="Toggle sidebar navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">
+        <i class="bi bi-layout-text-sidebar-reverse"></i>
+      </button>
+        <nav class="quarto-page-breadcrumbs" aria-label="breadcrumb"><ol class="breadcrumb"><li class="breadcrumb-item"><a href="../jupyter_datahub/jupyter_datahub.html">Jupyter / Datahub</a></li></ol></nav>
+        <a class="flex-grow-1" role="navigation" data-bs-toggle="collapse" data-bs-target=".quarto-sidebar-collapse-item" aria-controls="quarto-sidebar" aria-expanded="false" aria-label="Toggle sidebar navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">      
+        </a>
+      <button type="button" class="btn quarto-search-button" aria-label="Search" onclick="window.quartoOpenSearch();">
+        <i class="bi bi-search"></i>
+      </button>
+    </div>
+  </nav>
+</header>
 <!-- content -->
 <div id="quarto-content" class="quarto-container page-columns page-rows-contents page-layout-article">
 <!-- sidebar -->
+  <nav id="quarto-sidebar" class="sidebar collapse collapse-horizontal quarto-sidebar-collapse-item sidebar-navigation docked overflow-auto">
+    <div class="pt-lg-2 mt-2 text-left sidebar-header sidebar-header-stacked">
+      <a href="../index.html" class="sidebar-logo-link">
+      <img src="../data100_logo.png" alt="Data 100 logo" class="sidebar-logo light-content py-0 d-lg-inline d-none">
+      <img src="../data100_logo.png" alt="Data 100 logo" class="sidebar-logo dark-content py-0 d-lg-inline d-none">
+      </a>
+    <div class="sidebar-title mb-0 py-0">
+      <a href="../">Data 100 Debugging Guide</a> 
+        <div class="sidebar-tools-main">
+    <a href="https://github.com/DS-100/debugging-guide" title="" class="quarto-navigation-tool px-1" aria-label=""><i class="bi bi-github"></i></a>
+</div>
+    </div>
+      </div>
+        <div class="mt-2 flex-shrink-0 align-items-center">
+        <div class="sidebar-search">
+        <div id="quarto-search" class="" title="Search"></div>
+        </div>
+        </div>
+    <div class="sidebar-menu-container"> 
+    <ul class="list-unstyled mt-1">
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../index.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">About</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../jupyter101/jupyter101.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Jupyter 101</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../jupyter_datahub/jupyter_datahub.html" class="sidebar-item-text sidebar-link active">
+ <span class="menu-text">Jupyter / Datahub</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../autograder_gradescope/autograder_gradescope.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Autograder and Gradescope / Pensieve</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../pandas/pandas.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Pandas</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../regex/regex.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">RegEx</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../visualizations/visualizations.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Visualizations</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../projA1/projA1.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Project A1 Common Questions</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../projA2/projA2.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Project A2 Common Questions</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../sql/sql.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">SQL Common Errors</span></a>
+  </div>
+</li>
+    </ul>
+    </div>
+</nav>
+<div id="quarto-sidebar-glass" class="quarto-sidebar-collapse-item" data-bs-toggle="collapse" data-bs-target=".quarto-sidebar-collapse-item"></div>
 <!-- margin-sidebar -->
     <div id="quarto-margin-sidebar" class="sidebar margin-sidebar">
         <nav id="TOC" role="doc-toc" class="toc-active" data-toc-expanded="3">
diff --git a/docs/pandas/pandas.html b/docs/pandas/pandas.html
index 62a4583..e6e10a5 100644
--- a/docs/pandas/pandas.html
+++ b/docs/pandas/pandas.html
@@ -7,7 +7,7 @@
 <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
 
 
-<title>Pandas</title>
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 <style>
 code{white-space: pre-wrap;}
 span.smallcaps{font-variant: small-caps;}
@@ -24,11 +24,13 @@
 
 
 <script src="../site_libs/quarto-nav/quarto-nav.js"></script>
+<script src="../site_libs/quarto-nav/headroom.min.js"></script>
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 <script src="../site_libs/quarto-search/autocomplete.umd.js"></script>
 <script src="../site_libs/quarto-search/fuse.min.js"></script>
 <script src="../site_libs/quarto-search/quarto-search.js"></script>
 <meta name="quarto:offset" content="../">
+<link href="../data100_logo.png" rel="icon" type="image/png">
 <script src="../site_libs/quarto-html/quarto.js" type="module"></script>
 <script src="../site_libs/quarto-html/tabsets/tabsets.js" type="module"></script>
 <script src="../site_libs/quarto-html/axe/axe-check.js" type="module"></script>
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+<link href="../site_libs/bootstrap/bootstrap-d279e387f5997211c97d65d1670dc95e.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
 <script id="quarto-search-options" type="application/json">{
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     "search-no-results-text": "No results",
     "search-matching-documents-text": "matching documents",
@@ -71,12 +72,111 @@
 
 </head>
 
-<body class="quarto-light">
+<body class="nav-sidebar docked quarto-light">
 
 <div id="quarto-search-results"></div>
+  <header id="quarto-header" class="headroom fixed-top">
+  <nav class="quarto-secondary-nav">
+    <div class="container-fluid d-flex">
+      <button type="button" class="quarto-btn-toggle btn" data-bs-toggle="collapse" role="button" data-bs-target=".quarto-sidebar-collapse-item" aria-controls="quarto-sidebar" aria-expanded="false" aria-label="Toggle sidebar navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">
+        <i class="bi bi-layout-text-sidebar-reverse"></i>
+      </button>
+        <nav class="quarto-page-breadcrumbs" aria-label="breadcrumb"><ol class="breadcrumb"><li class="breadcrumb-item"><a href="../pandas/pandas.html">Pandas</a></li></ol></nav>
+        <a class="flex-grow-1" role="navigation" data-bs-toggle="collapse" data-bs-target=".quarto-sidebar-collapse-item" aria-controls="quarto-sidebar" aria-expanded="false" aria-label="Toggle sidebar navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">      
+        </a>
+      <button type="button" class="btn quarto-search-button" aria-label="Search" onclick="window.quartoOpenSearch();">
+        <i class="bi bi-search"></i>
+      </button>
+    </div>
+  </nav>
+</header>
 <!-- content -->
 <div id="quarto-content" class="quarto-container page-columns page-rows-contents page-layout-article">
 <!-- sidebar -->
+  <nav id="quarto-sidebar" class="sidebar collapse collapse-horizontal quarto-sidebar-collapse-item sidebar-navigation docked overflow-auto">
+    <div class="pt-lg-2 mt-2 text-left sidebar-header sidebar-header-stacked">
+      <a href="../index.html" class="sidebar-logo-link">
+      <img src="../data100_logo.png" alt="Data 100 logo" class="sidebar-logo light-content py-0 d-lg-inline d-none">
+      <img src="../data100_logo.png" alt="Data 100 logo" class="sidebar-logo dark-content py-0 d-lg-inline d-none">
+      </a>
+    <div class="sidebar-title mb-0 py-0">
+      <a href="../">Data 100 Debugging Guide</a> 
+        <div class="sidebar-tools-main">
+    <a href="https://github.com/DS-100/debugging-guide" title="" class="quarto-navigation-tool px-1" aria-label=""><i class="bi bi-github"></i></a>
+</div>
+    </div>
+      </div>
+        <div class="mt-2 flex-shrink-0 align-items-center">
+        <div class="sidebar-search">
+        <div id="quarto-search" class="" title="Search"></div>
+        </div>
+        </div>
+    <div class="sidebar-menu-container"> 
+    <ul class="list-unstyled mt-1">
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../index.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">About</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../jupyter101/jupyter101.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Jupyter 101</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../jupyter_datahub/jupyter_datahub.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Jupyter / Datahub</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../autograder_gradescope/autograder_gradescope.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Autograder and Gradescope / Pensieve</span></a>
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+        <li class="sidebar-item">
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+  <a href="../pandas/pandas.html" class="sidebar-item-text sidebar-link active">
+ <span class="menu-text">Pandas</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../regex/regex.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">RegEx</span></a>
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+ <span class="menu-text">Visualizations</span></a>
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+ <span class="menu-text">Project A1 Common Questions</span></a>
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+ <span class="menu-text">Project A2 Common Questions</span></a>
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+  <div class="sidebar-item-container"> 
+  <a href="../sql/sql.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">SQL Common Errors</span></a>
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diff --git a/docs/projA1/projA1.html b/docs/projA1/projA1.html
index 5fc0d76..2a92fa5 100644
--- a/docs/projA1/projA1.html
+++ b/docs/projA1/projA1.html
@@ -7,7 +7,7 @@
 <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
 
 
-<title>Project A1 Common Questions</title>
+<title>Project A1 Common Questions – Data 100 Debugging Guide</title>
 <style>
 code{white-space: pre-wrap;}
 span.smallcaps{font-variant: small-caps;}
@@ -24,11 +24,13 @@
 
 
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+<script src="../site_libs/quarto-nav/headroom.min.js"></script>
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@@ -39,7 +41,7 @@
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-<link href="../site_libs/bootstrap/bootstrap-ff63373b1067ca6f91cf1456aa1f00a2.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
+<link href="../site_libs/bootstrap/bootstrap-d279e387f5997211c97d65d1670dc95e.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
 <script id="quarto-search-options" type="application/json">{
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@@ -52,7 +54,6 @@
     "/",
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   ],
-  "show-item-context": false,
   "language": {
     "search-no-results-text": "No results",
     "search-matching-documents-text": "matching documents",
@@ -71,12 +72,111 @@
 
 </head>
 
-<body class="quarto-light">
+<body class="nav-sidebar docked quarto-light">
 
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+  <header id="quarto-header" class="headroom fixed-top">
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+      <button type="button" class="quarto-btn-toggle btn" data-bs-toggle="collapse" role="button" data-bs-target=".quarto-sidebar-collapse-item" aria-controls="quarto-sidebar" aria-expanded="false" aria-label="Toggle sidebar navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">
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+        <a class="flex-grow-1" role="navigation" data-bs-toggle="collapse" data-bs-target=".quarto-sidebar-collapse-item" aria-controls="quarto-sidebar" aria-expanded="false" aria-label="Toggle sidebar navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">      
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+      <img src="../data100_logo.png" alt="Data 100 logo" class="sidebar-logo light-content py-0 d-lg-inline d-none">
+      <img src="../data100_logo.png" alt="Data 100 logo" class="sidebar-logo dark-content py-0 d-lg-inline d-none">
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+    <div class="sidebar-title mb-0 py-0">
+      <a href="../">Data 100 Debugging Guide</a> 
+        <div class="sidebar-tools-main">
+    <a href="https://github.com/DS-100/debugging-guide" title="" class="quarto-navigation-tool px-1" aria-label=""><i class="bi bi-github"></i></a>
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+        <div id="quarto-search" class="" title="Search"></div>
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+ <span class="menu-text">About</span></a>
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+ <span class="menu-text">Jupyter 101</span></a>
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+ <span class="menu-text">Jupyter / Datahub</span></a>
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+  <a href="../autograder_gradescope/autograder_gradescope.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Autograder and Gradescope / Pensieve</span></a>
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+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../pandas/pandas.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Pandas</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../regex/regex.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">RegEx</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../visualizations/visualizations.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Visualizations</span></a>
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+ <span class="menu-text">Project A1 Common Questions</span></a>
+  </div>
+</li>
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+  <a href="../projA2/projA2.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Project A2 Common Questions</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../sql/sql.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">SQL Common Errors</span></a>
+  </div>
+</li>
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@@ -122,7 +222,7 @@ <h1 class="title">Project A1 Common Questions</h1>
 <h2 class="anchored" data-anchor-id="question-6">Question 6</h2>
 <section id="typeerror-could-not-convert-string-to-float-sf" class="level3">
 <h3 class="anchored" data-anchor-id="typeerror-could-not-convert-string-to-float-sf"><code>TypeError: could not convert string to float: 'SF'</code></h3>
-<p>Type errors like these usually stem from applying a numeric aggregation function to a non-numeric column as described in the <a href="https://ds100.org/debugging-guide/pandas/pandas.html#typeerror-could-not-convert-string-to-numeric"><code>pandas</code> section</a> of the debugging guide.</p>
+<p>Type errors like these usually stem from applying a numeric aggregation function to a non-numeric column as described in the <code>pandas</code> <a href="https://ds100.org/debugging-guide/pandas/pandas.html#typeerror-could-not-convert-string-to-numeric">çsection</a> of the debugging guide.</p>
 <p>Aggregation functions like <code>np.median</code> and <code>np.mean</code> are only well-defined for columns with numeric types like <code>int</code> and <code>float</code>. Your code is likely trying to aggregate across all columns in <code>training_data</code>, including those of type <code>str</code>. Instead of aggregating across the entire <code>DataFrame</code>, try just selecting the relevant columns.</p>
 </section>
 <section id="typeerror-unhashable-type-series" class="level3">
@@ -138,7 +238,7 @@ <h3 class="anchored" data-anchor-id="im-not-sure-how-to-use-sklearn-to-do-one-ho
 </section>
 <section id="my-ohe-columns-contain-a-lot-of-nan-values" class="level3">
 <h3 class="anchored" data-anchor-id="my-ohe-columns-contain-a-lot-of-nan-values">My OHE columns contain a lot of <code>NaN</code> values</h3>
-<p>This may happen if you try and merge the OHE columns with the <code>training_data</code> table without making sure both <code>DataFrame</code> have the <em>same index values</em>. Look into the <a href="https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.merge.html"><code>pd.merge</code> documentation</a> for ways to resolve this.</p>
+<p>This may happen if you try and merge the OHE columns with the <code>training_data</code> table without making sure both <code>DataFrame</code> have the <em>same index values</em>. Look into the <code>pd.merge</code> <a href="https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.merge.html">documentation</a> for ways to resolve this.</p>
 
 
 </section>
diff --git a/docs/projA2/projA2.html b/docs/projA2/projA2.html
index b4b049f..de12a47 100644
--- a/docs/projA2/projA2.html
+++ b/docs/projA2/projA2.html
@@ -7,7 +7,7 @@
 <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
 
 
-<title>Project A2 Common Questions</title>
+<title>Project A2 Common Questions – Data 100 Debugging Guide</title>
 <style>
 code{white-space: pre-wrap;}
 span.smallcaps{font-variant: small-caps;}
@@ -24,11 +24,13 @@
 
 
 <script src="../site_libs/quarto-nav/quarto-nav.js"></script>
+<script src="../site_libs/quarto-nav/headroom.min.js"></script>
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 <script src="../site_libs/quarto-search/autocomplete.umd.js"></script>
 <script src="../site_libs/quarto-search/fuse.min.js"></script>
 <script src="../site_libs/quarto-search/quarto-search.js"></script>
 <meta name="quarto:offset" content="../">
+<link href="../data100_logo.png" rel="icon" type="image/png">
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 <script src="../site_libs/quarto-html/tabsets/tabsets.js" type="module"></script>
 <script src="../site_libs/quarto-html/axe/axe-check.js" type="module"></script>
@@ -39,7 +41,7 @@
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 <script src="../site_libs/bootstrap/bootstrap.min.js"></script>
 <link href="../site_libs/bootstrap/bootstrap-icons.css" rel="stylesheet">
-<link href="../site_libs/bootstrap/bootstrap-ff63373b1067ca6f91cf1456aa1f00a2.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
+<link href="../site_libs/bootstrap/bootstrap-d279e387f5997211c97d65d1670dc95e.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
 <script id="quarto-search-options" type="application/json">{
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@@ -52,7 +54,6 @@
     "/",
     "s"
   ],
-  "show-item-context": false,
   "language": {
     "search-no-results-text": "No results",
     "search-matching-documents-text": "matching documents",
@@ -71,12 +72,111 @@
 
 </head>
 
-<body class="quarto-light">
+<body class="nav-sidebar docked quarto-light">
 
 <div id="quarto-search-results"></div>
+  <header id="quarto-header" class="headroom fixed-top">
+  <nav class="quarto-secondary-nav">
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+      <button type="button" class="quarto-btn-toggle btn" data-bs-toggle="collapse" role="button" data-bs-target=".quarto-sidebar-collapse-item" aria-controls="quarto-sidebar" aria-expanded="false" aria-label="Toggle sidebar navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">
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+        <a class="flex-grow-1" role="navigation" data-bs-toggle="collapse" data-bs-target=".quarto-sidebar-collapse-item" aria-controls="quarto-sidebar" aria-expanded="false" aria-label="Toggle sidebar navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">      
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+      <img src="../data100_logo.png" alt="Data 100 logo" class="sidebar-logo light-content py-0 d-lg-inline d-none">
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+      </a>
+    <div class="sidebar-title mb-0 py-0">
+      <a href="../">Data 100 Debugging Guide</a> 
+        <div class="sidebar-tools-main">
+    <a href="https://github.com/DS-100/debugging-guide" title="" class="quarto-navigation-tool px-1" aria-label=""><i class="bi bi-github"></i></a>
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+ <span class="menu-text">RegEx</span></a>
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+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../sql/sql.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">SQL Common Errors</span></a>
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diff --git a/docs/regex/regex.html b/docs/regex/regex.html
index 7e495a6..469319d 100644
--- a/docs/regex/regex.html
+++ b/docs/regex/regex.html
@@ -7,7 +7,7 @@
 <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
 
 
-<title>RegEx</title>
+<title>RegEx – Data 100 Debugging Guide</title>
 <style>
 code{white-space: pre-wrap;}
 span.smallcaps{font-variant: small-caps;}
@@ -24,11 +24,13 @@
 
 
 <script src="../site_libs/quarto-nav/quarto-nav.js"></script>
+<script src="../site_libs/quarto-nav/headroom.min.js"></script>
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 <script src="../site_libs/quarto-search/autocomplete.umd.js"></script>
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@@ -39,7 +41,7 @@
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-<link href="../site_libs/bootstrap/bootstrap-ff63373b1067ca6f91cf1456aa1f00a2.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
+<link href="../site_libs/bootstrap/bootstrap-d279e387f5997211c97d65d1670dc95e.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
 <script id="quarto-search-options" type="application/json">{
   "location": "sidebar",
   "copy-button": false,
@@ -52,7 +54,6 @@
     "/",
     "s"
   ],
-  "show-item-context": false,
   "language": {
     "search-no-results-text": "No results",
     "search-matching-documents-text": "matching documents",
@@ -100,12 +101,111 @@
 
 </head>
 
-<body class="quarto-light">
+<body class="nav-sidebar docked quarto-light">
 
 <div id="quarto-search-results"></div>
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+      <button type="button" class="quarto-btn-toggle btn" data-bs-toggle="collapse" role="button" data-bs-target=".quarto-sidebar-collapse-item" aria-controls="quarto-sidebar" aria-expanded="false" aria-label="Toggle sidebar navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">
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+      <a href="../">Data 100 Debugging Guide</a> 
+        <div class="sidebar-tools-main">
+    <a href="https://github.com/DS-100/debugging-guide" title="" class="quarto-navigation-tool px-1" aria-label=""><i class="bi bi-github"></i></a>
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+ <span class="menu-text">About</span></a>
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+  <div class="sidebar-item-container"> 
+  <a href="../jupyter101/jupyter101.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Jupyter 101</span></a>
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+  <a href="../jupyter_datahub/jupyter_datahub.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Jupyter / Datahub</span></a>
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+  <a href="../autograder_gradescope/autograder_gradescope.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Autograder and Gradescope / Pensieve</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../pandas/pandas.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Pandas</span></a>
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+  <a href="../regex/regex.html" class="sidebar-item-text sidebar-link active">
+ <span class="menu-text">RegEx</span></a>
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+  <a href="../visualizations/visualizations.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Visualizations</span></a>
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+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../projA1/projA1.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Project A1 Common Questions</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../projA2/projA2.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Project A2 Common Questions</span></a>
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+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../sql/sql.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">SQL Common Errors</span></a>
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+    </ul>
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diff --git a/docs/search.json b/docs/search.json
index 05f8bdf..f091acf 100644
--- a/docs/search.json
+++ b/docs/search.json
@@ -4,328 +4,479 @@
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-    "text": "Because Jupyter notebooks run Python natively, we need to import extra modules like sql, sqlalchemy, and duckdb in order to run SQL queries within our notebook. This results in slightly more complex error messages than normal Python. Refer to the image below if you need help identifying the most important parts (the red and blue text).\n\n\n\nSometimes, SQL errors may show up as a long string without any red highlight, for example:\n(duckdb.duckdb.BinderException) Binder Error: Referenced column \"some_column\" not found in FROM clause! LINE 1: SELECT some_column                ^ ...\nNote that this is the same error as the one above – it’s just not formatted nicely. Try your best to parse it; you can even copy the error into a new cell and manually indent sentences if it helps with readability!\n\n\n\nUnlike Python, which uses #... or triple quotes \"\"\"...\"\"\" to indicate a comment, SQL comments take the following forms:\n-- This is a single-line or in-line comment\n\n/* \n  This is a \n  multi-line \n  comment \n*/\nBecause you are still coding within a Python notebook, the colors that Jupyter chooses for your SQL queries may not match up to what you expect; using #... will be green text like Python comments, but running the code will give you:\nParser Error: syntax error at or near...\nUsing -- or /* ... */ may not color-code the text correctly, but SQL will still read it as a comment!\n\n\n\n\nWhen you are using more than one condition in filtering clauses like WHERE or HAVING, it’s important consider that the ordering of ORs and ANDs will affect your SQL output.\nIn SQL, the operator precedence typically evaluates AND operations before OR operations, and so incorrectly ordered conditions can lead to unexpected results. To ensure your conditions are evaluated in the intended order, use parentheses to group them explicitly.\nFor example, consider the following query condition:\nWHERE A &gt; 500 AND B &gt; 200 OR C &lt; 50\nBy default, is will be evaluated as\nWHERE (A &gt; 500 AND B &gt; 200) OR C &lt; 50\nbecause AND has a higher precedence than OR. To evaluate it differently, add parentheses to specify the order of operations:\nWHERE A &gt; 500 AND (B &gt; 200 OR C &lt; 50)\n\n\n\nOur Jupyter Notebooks are set to only display the first 10 rows of a table. Otherwise, your notebook would likely crash with the weight of displaying &gt;1000 rows. You’ll likely see a\nTruncated to displaylimit of 10\nprinted right below your SQL query if your table contains more than 10 rows."
+    "text": "Because Jupyter notebooks run Python natively, we need to import extra modules like sql, sqlalchemy, and duckdb in order to run SQL queries within our notebook. This results in slightly more complex error messages than normal Python. Refer to the image below if you need help identifying the most important parts (the red and blue text).\n\n\n\nSometimes, SQL errors may show up as a long string without any red highlight, for example:\n(duckdb.duckdb.BinderException) Binder Error: Referenced column \"some_column\" not found in FROM clause! LINE 1: SELECT some_column                ^ ...\nNote that this is the same error as the one above – it’s just not formatted nicely. Try your best to parse it; you can even copy the error into a new cell and manually indent sentences if it helps with readability!\n\n\n\nUnlike Python, which uses #... or triple quotes \"\"\"...\"\"\" to indicate a comment, SQL comments take the following forms:\n-- This is a single-line or in-line comment\n\n/* \n  This is a \n  multi-line \n  comment \n*/\nBecause you are still coding within a Python notebook, the colors that Jupyter chooses for your SQL queries may not match up to what you expect; using #... will be green text like Python comments, but running the code will give you:\nParser Error: syntax error at or near...\nUsing -- or /* ... */ may not color-code the text correctly, but SQL will still read it as a comment!\n\n\n\n\nWhen you are using more than one condition in filtering clauses like WHERE or HAVING, it’s important consider that the ordering of ORs and ANDs will affect your SQL output.\nIn SQL, the operator precedence typically evaluates AND operations before OR operations, and so incorrectly ordered conditions can lead to unexpected results. To ensure your conditions are evaluated in the intended order, use parentheses to group them explicitly.\nFor example, consider the following query condition:\nWHERE A &gt; 500 AND B &gt; 200 OR C &lt; 50\nBy default, is will be evaluated as\nWHERE (A &gt; 500 AND B &gt; 200) OR C &lt; 50\nbecause AND has a higher precedence than OR. To evaluate it differently, add parentheses to specify the order of operations:\nWHERE A &gt; 500 AND (B &gt; 200 OR C &lt; 50)\n\n\n\nOur Jupyter Notebooks are set to only display the first 10 rows of a table. Otherwise, your notebook would likely crash with the weight of displaying &gt;1000 rows. You’ll likely see a\nTruncated to displaylimit of 10\nprinted right below your SQL query if your table contains more than 10 rows.",
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-    "text": "Because Jupyter notebooks run Python natively, we need to import extra modules like sql, sqlalchemy, and duckdb in order to run SQL queries within our notebook. This results in slightly more complex error messages than normal Python. Refer to the image below if you need help identifying the most important parts (the red and blue text).\n\n\n\nSometimes, SQL errors may show up as a long string without any red highlight, for example:\n(duckdb.duckdb.BinderException) Binder Error: Referenced column \"some_column\" not found in FROM clause! LINE 1: SELECT some_column                ^ ...\nNote that this is the same error as the one above – it’s just not formatted nicely. Try your best to parse it; you can even copy the error into a new cell and manually indent sentences if it helps with readability!\n\n\n\nUnlike Python, which uses #... or triple quotes \"\"\"...\"\"\" to indicate a comment, SQL comments take the following forms:\n-- This is a single-line or in-line comment\n\n/* \n  This is a \n  multi-line \n  comment \n*/\nBecause you are still coding within a Python notebook, the colors that Jupyter chooses for your SQL queries may not match up to what you expect; using #... will be green text like Python comments, but running the code will give you:\nParser Error: syntax error at or near...\nUsing -- or /* ... */ may not color-code the text correctly, but SQL will still read it as a comment!\n\n\n\n\nWhen you are using more than one condition in filtering clauses like WHERE or HAVING, it’s important consider that the ordering of ORs and ANDs will affect your SQL output.\nIn SQL, the operator precedence typically evaluates AND operations before OR operations, and so incorrectly ordered conditions can lead to unexpected results. To ensure your conditions are evaluated in the intended order, use parentheses to group them explicitly.\nFor example, consider the following query condition:\nWHERE A &gt; 500 AND B &gt; 200 OR C &lt; 50\nBy default, is will be evaluated as\nWHERE (A &gt; 500 AND B &gt; 200) OR C &lt; 50\nbecause AND has a higher precedence than OR. To evaluate it differently, add parentheses to specify the order of operations:\nWHERE A &gt; 500 AND (B &gt; 200 OR C &lt; 50)\n\n\n\nOur Jupyter Notebooks are set to only display the first 10 rows of a table. Otherwise, your notebook would likely crash with the weight of displaying &gt;1000 rows. You’ll likely see a\nTruncated to displaylimit of 10\nprinted right below your SQL query if your table contains more than 10 rows."
+    "text": "Because Jupyter notebooks run Python natively, we need to import extra modules like sql, sqlalchemy, and duckdb in order to run SQL queries within our notebook. This results in slightly more complex error messages than normal Python. Refer to the image below if you need help identifying the most important parts (the red and blue text).\n\n\n\nSometimes, SQL errors may show up as a long string without any red highlight, for example:\n(duckdb.duckdb.BinderException) Binder Error: Referenced column \"some_column\" not found in FROM clause! LINE 1: SELECT some_column                ^ ...\nNote that this is the same error as the one above – it’s just not formatted nicely. Try your best to parse it; you can even copy the error into a new cell and manually indent sentences if it helps with readability!\n\n\n\nUnlike Python, which uses #... or triple quotes \"\"\"...\"\"\" to indicate a comment, SQL comments take the following forms:\n-- This is a single-line or in-line comment\n\n/* \n  This is a \n  multi-line \n  comment \n*/\nBecause you are still coding within a Python notebook, the colors that Jupyter chooses for your SQL queries may not match up to what you expect; using #... will be green text like Python comments, but running the code will give you:\nParser Error: syntax error at or near...\nUsing -- or /* ... */ may not color-code the text correctly, but SQL will still read it as a comment!\n\n\n\n\nWhen you are using more than one condition in filtering clauses like WHERE or HAVING, it’s important consider that the ordering of ORs and ANDs will affect your SQL output.\nIn SQL, the operator precedence typically evaluates AND operations before OR operations, and so incorrectly ordered conditions can lead to unexpected results. To ensure your conditions are evaluated in the intended order, use parentheses to group them explicitly.\nFor example, consider the following query condition:\nWHERE A &gt; 500 AND B &gt; 200 OR C &lt; 50\nBy default, is will be evaluated as\nWHERE (A &gt; 500 AND B &gt; 200) OR C &lt; 50\nbecause AND has a higher precedence than OR. To evaluate it differently, add parentheses to specify the order of operations:\nWHERE A &gt; 500 AND (B &gt; 200 OR C &lt; 50)\n\n\n\nOur Jupyter Notebooks are set to only display the first 10 rows of a table. Otherwise, your notebook would likely crash with the weight of displaying &gt;1000 rows. You’ll likely see a\nTruncated to displaylimit of 10\nprinted right below your SQL query if your table contains more than 10 rows.",
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-    "text": "Common Errors\n\nNameError: name ‘[res_q#]’ is not defined\nThis occurs when you have an error in your SQL code, causing the cell after to fail. Because we’re working with Jupyter Notebooks, some SQL errors are not highlighted in red like Python errors usually are. Check the output under your %%sql cell to see if it ran smoothly. Any text below\nRunning query in 'duckdb:///data/{database_name}.db\nis an error message that you can read to debug your code. Note that this error could be formatted as one long string without any indents or newlines, so it may be harder than typical Python errors to parse.\n\n\n\nReferenced column \"{some_string}\" not found\nThere are 2 potential causes for this error:\n\nThe column you’re looking for does not exist in the table. Make sure that the column names are spelled and capatalized exactly as shown in the assignment. If you are trying to reference a column that is not in the current table, consider using JOIN to be able to access these columns. You can reference the SQL II course notes for a refresher on how to use the JOIN clause.\nYou used double quotes \"\" around some_string instead of single quotes ''. Unlike Python, SQL differentiates double and single quotes: double quotes indicate something that exists within the database, like tables and column names; single quotes indicate strings.\n\n\n\n\nCannot compare values of type __ and type __\nThis error often occurs when a string-type column (ie. CHAR or VARCHAR) is compared with a numeric-type column (ie. INT, BIGINT, FLOAT, REAL). If you’re interested in learning more about SQL datatypes, check out this link!\nTo debug, start by checking the type of the column(s) you’re working with; you can either scroll up to the cell (or make a new cell) with the code:\n%%sql\nSELECT * FROM sqlite_master WHERE type='table';\nwhich outputs the schema for each table. If we’re working with the IMDB database, we get the following output:\n\n\n\nWe can see that the table Title contains the columns\n\ntconst of type BIGINT\ntitleType of type VARCHAR\nprimaryTitle of type VARCHAR\nand so on…\n\nIt’s a good idea to double check the types of the columns involved by looking at the schema before performing numerical comparisons and when deciding whether to CAST a particular column.\n\n\nMy query runs but I’m not passing the tests\nFor a lot of questions in the homework, we limit our focus to movie titles. Double check that you are filtering your results appropriately. More generally, if you find your queries aren’t erroring, but are failing the tests due to some logical error, a good starting point is always reading the question again and making a checklist of all the conditions you need to implement."
+    "text": "Common Errors\n\nNameError: name ‘[res_q#]’ is not defined\nThis occurs when you have an error in your SQL code, causing the cell after to fail. Because we’re working with Jupyter Notebooks, some SQL errors are not highlighted in red like Python errors usually are. Check the output under your %%sql cell to see if it ran smoothly. Any text below\nRunning query in 'duckdb:///data/{database_name}.db\nis an error message that you can read to debug your code. Note that this error could be formatted as one long string without any indents or newlines, so it may be harder than typical Python errors to parse.\n\n\n\nReferenced column \"{some_string}\" not found\nThere are 2 potential causes for this error:\n\nThe column you’re looking for does not exist in the table. Make sure that the column names are spelled and capatalized exactly as shown in the assignment. If you are trying to reference a column that is not in the current table, consider using JOIN to be able to access these columns. You can reference the SQL II course notes for a refresher on how to use the JOIN clause.\nYou used double quotes \"\" around some_string instead of single quotes ''. Unlike Python, SQL differentiates double and single quotes: double quotes indicate something that exists within the database, like tables and column names; single quotes indicate strings.\n\n\n\n\nCannot compare values of type __ and type __\nThis error often occurs when a string-type column (ie. CHAR or VARCHAR) is compared with a numeric-type column (ie. INT, BIGINT, FLOAT, REAL). If you’re interested in learning more about SQL datatypes, check out this link!\nTo debug, start by checking the type of the column(s) you’re working with; you can either scroll up to the cell (or make a new cell) with the code:\n%%sql\nSELECT * FROM sqlite_master WHERE type='table';\nwhich outputs the schema for each table. If we’re working with the IMDB database, we get the following output:\n\n\n\nWe can see that the table Title contains the columns\n\ntconst of type BIGINT\ntitleType of type VARCHAR\nprimaryTitle of type VARCHAR\nand so on…\n\nIt’s a good idea to double check the types of the columns involved by looking at the schema before performing numerical comparisons and when deciding whether to CAST a particular column.\n\n\nMy query runs but I’m not passing the tests\nFor a lot of questions in the homework, we limit our focus to movie titles. Double check that you are filtering your results appropriately. More generally, if you find your queries aren’t erroring, but are failing the tests due to some logical error, a good starting point is always reading the question again and making a checklist of all the conditions you need to implement.",
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-    "text": "Type errors like these usually stem from applying a numeric aggregation function to a non-numeric column as described in the pandas section of the debugging guide.\nAggregation functions like np.median and np.mean are only well-defined for columns with numeric types like int and float. Your code is likely trying to aggregate across all columns in training_data, including those of type str. Instead of aggregating across the entire DataFrame, try just selecting the relevant columns.\n\n\n\nThis error can occur if you try and use Python’s in to check whether values in a Series are contained in a list. If you’re trying to perform boolean filtering in this manner, you should look into the .isin (documentation) function as introduced in HW 2."
+    "text": "Type errors like these usually stem from applying a numeric aggregation function to a non-numeric column as described in the pandas çsection of the debugging guide.\nAggregation functions like np.median and np.mean are only well-defined for columns with numeric types like int and float. Your code is likely trying to aggregate across all columns in training_data, including those of type str. Instead of aggregating across the entire DataFrame, try just selecting the relevant columns.\n\n\n\nThis error can occur if you try and use Python’s in to check whether values in a Series are contained in a list. If you’re trying to perform boolean filtering in this manner, you should look into the .isin (documentation) function as introduced in HW 2.",
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-    "text": "Type errors like these usually stem from applying a numeric aggregation function to a non-numeric column as described in the pandas section of the debugging guide.\nAggregation functions like np.median and np.mean are only well-defined for columns with numeric types like int and float. Your code is likely trying to aggregate across all columns in training_data, including those of type str. Instead of aggregating across the entire DataFrame, try just selecting the relevant columns.\n\n\n\nThis error can occur if you try and use Python’s in to check whether values in a Series are contained in a list. If you’re trying to perform boolean filtering in this manner, you should look into the .isin (documentation) function as introduced in HW 2."
+    "text": "Type errors like these usually stem from applying a numeric aggregation function to a non-numeric column as described in the pandas çsection of the debugging guide.\nAggregation functions like np.median and np.mean are only well-defined for columns with numeric types like int and float. Your code is likely trying to aggregate across all columns in training_data, including those of type str. Instead of aggregating across the entire DataFrame, try just selecting the relevant columns.\n\n\n\nThis error can occur if you try and use Python’s in to check whether values in a Series are contained in a list. If you’re trying to perform boolean filtering in this manner, you should look into the .isin (documentation) function as introduced in HW 2.",
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-    "text": "Question 7\n\nI’m not sure how to use sklearn to do One Hot Encoding\nA good starting point is to revisit the One Hot Encoding question in Lab 7. It’s recommended you look through this portion of the walkthrough, so you have a good understanding of how to use the OneHotEncoder object. Pay attention to what each variable represents and the expected outputs of the functions used. Can you map the logic from the lab to this project? A nice way to start is to make a new cell and experiment with examples from the documentation.\n\n\nMy OHE columns contain a lot of NaN values\nThis may happen if you try and merge the OHE columns with the training_data table without making sure both DataFrame have the same index values. Look into the pd.merge documentation for ways to resolve this."
+    "text": "Question 7\n\nI’m not sure how to use sklearn to do One Hot Encoding\nA good starting point is to revisit the One Hot Encoding question in Lab 7. It’s recommended you look through this portion of the walkthrough, so you have a good understanding of how to use the OneHotEncoder object. Pay attention to what each variable represents and the expected outputs of the functions used. Can you map the logic from the lab to this project? A nice way to start is to make a new cell and experiment with examples from the documentation.\n\n\nMy OHE columns contain a lot of NaN values\nThis may happen if you try and merge the OHE columns with the training_data table without making sure both DataFrame have the same index values. Look into the pd.merge documentation for ways to resolve this.",
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-    "text": "Citation\n\nMany of these common questions were taken and modified from the UC San Diego course DSC 10: Principles of Data Science and their debugging guide."
+    "text": "Citation\n\nMany of these common questions were taken and modified from the UC San Diego course DSC 10: Principles of Data Science and their debugging guide.",
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-    "text": "Autograder\n\nUnderstanding autograder error messages\nWhen you pass a test, you’ll see a nice message and a cute emoji!\n\n\n\nWhen you don’t, however, the message can be a little confusing.\n\n\n\n\nThe best course of action is to find the test case that failed and use that as a starting point to debug your code.\n\n\n\nIn the example above, we see that the test case in green, max_swing in set(bus['name']), is not passing. The actual output (in blue) is often hard to parse, so the best course of action is to:\n\nMake a new (temporary) cell after the grader.check(...) cell. Please do not make a new cell in between the given code cell and the grader.check(...) cell, as it could mess with the results.\nCopy and paste the failing test case into your temporary cell and run it.\n\nIf it’s giving you an error like in the example above, look at the last line of the error and use the Debugging Guide’s search functionality in the top left menu to find the corresponding guide.\nIf it’s not giving you an error, it’ll likely give you an output like False. This means that your code does not cause an error (yay!), but it returns an incorrect output. In these casses, inspect each individual element of the test case. The example above checks if max_swing is in set(bus['name']), so it might be a good idea to display both variables and do a visual check.\nIf you’re still having issues, post on Ed!\n\nAfter your grader.check(...) passes, feel free to delete the temporary cell.\n\n\n\nWhy do I get an error saying “grader is not defined”?\nIf it has been a while since you’ve worked on an assignment, the kernel will shut itself down to preserve memory. When this happens, all of your variables are forgotten, including the grader. That’s OK. The easiest way to fix this is by restarting your kernel and rerunning all the cells. To do this, in the top left menu, click Kernel -&gt; Restart and Run All Cells.\n\n\nI’m positive I have the right answer, but the test fails. Is there a mistake in the test?\nWhile you might see the correct answer displayed as the result of the cell, chances are your solution isn’t being stored in the answer variable. Make sure you are assigning the result to the answer variable and that there are no typos in the variable name. Finally, restart your kernel and run all the cells in order: Kernel -&gt; Restart and Run All Cells.\n\n\nWhy does the last grader.export cell fail if all previous tests passed?\nThis can happen if you “overwrite” a variable that is used in a question. For instance, say Question 1 asks you to store your answer in a variable named stat and, later on in the notebook, you change the value of stat; the test right after Question 1 will pass, but the test at the end of the notebook will fail. It is good programming practice to give your variables informative names and to avoid repeating the same variable name for more than one purpose.\n\n\nWhy does a notebook test fail now when it passed before, and I didn’t change my code?\nYou probably ran your notebook out of order. Re-run all previous cells in order, which is how your code will be graded."
+    "text": "Autograder\n\nUnderstanding autograder error messages\nWhen you pass a test, you’ll see a nice message and a cute emoji!\n\n\n\nWhen you don’t, however, the message can be a little confusing.\n\n\n\n\nThe best course of action is to find the test case that failed and use that as a starting point to debug your code.\n\n\n\nIn the example above, we see that the test case in green, max_swing in set(bus['name']), is not passing. The actual output (in blue) is often hard to parse, so the best course of action is to:\n\nMake a new (temporary) cell after the grader.check(...) cell. Please do not make a new cell in between the given code cell and the grader.check(...) cell, as it could mess with the results.\nCopy and paste the failing test case into your temporary cell and run it.\n\nIf it’s giving you an error like in the example above, look at the last line of the error and use the Debugging Guide’s search functionality in the top left menu to find the corresponding guide.\nIf it’s not giving you an error, it’ll likely give you an output like False. This means that your code does not cause an error (yay!), but it returns an incorrect output. In these casses, inspect each individual element of the test case. The example above checks if max_swing is in set(bus['name']), so it might be a good idea to display both variables and do a visual check.\nIf you’re still having issues, post on Ed!\n\nAfter your grader.check(...) passes, feel free to delete the temporary cell.\n\n\n\nWhy do I get an error saying “grader is not defined”?\nIf it has been a while since you’ve worked on an assignment, the kernel will shut itself down to preserve memory. When this happens, all of your variables are forgotten, including the grader. That’s OK. The easiest way to fix this is by restarting your kernel and rerunning all the cells. To do this, in the top left menu, click Kernel -&gt; Restart and Run All Cells.\n\n\nI’m positive I have the right answer, but the test fails. Is there a mistake in the test?\nWhile you might see the correct answer displayed as the result of the cell, chances are your solution isn’t being stored in the answer variable. Make sure you are assigning the result to the answer variable and that there are no typos in the variable name. Finally, restart your kernel and run all the cells in order: Kernel -&gt; Restart and Run All Cells.\n\n\nWhy does the last grader.export cell fail if all previous tests passed?\nThis can happen if you “overwrite” a variable that is used in a question. For instance, say Question 1 asks you to store your answer in a variable named stat and, later on in the notebook, you change the value of stat; the test right after Question 1 will pass, but the test at the end of the notebook will fail. It is good programming practice to give your variables informative names and to avoid repeating the same variable name for more than one purpose.\n\n\nWhy does a notebook test fail now when it passed before, and I didn’t change my code?\nYou probably ran your notebook out of order. Re-run all previous cells in order, which is how your code will be graded.",
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-    "text": "Gradescope/Pensieve\nWhen submitting to Gradescope or Pensieve, there are often unexpected errors that make students lose more points than expected. Thus, it is imperative that you stay on the submission page until the autograder finishes running, and the results are displayed.\n\nWhy did a Gradescope/Pensieve test fail when all the Jupyter notebook’s tests passed?\nThis can happen if you’re running your notebook’s cells out of order. The autograder runs your notebook from top-to-bottom. If you’re defining a variable at the bottom of your notebook and using it at the top, the Gradescope/Pensieve autograder will fail because it doesn’t recognize the variable when it encounters it.\nAnother scenario where this can happen is if you defined a variable in an earlier cell but later changed its name or deleted it. While your current session’s kernel will “remember” the variable, the Gradescope/Pensieve autograder will not, because it runs the notebook from top to bottom with no variables pre-stored. As a result, it will not recognize the variable if it has been deleted or renamed, and will throw an error.\nThe third scenario where this can happen is if you do not save your notebook before running the final export cell, which generates a zip file containing your notebook and the necessary files. If you run the export cell without saving, the autograder will not have access to the most recent version of your notebook, which can lead to unexpected errors. It will rely on the state of the notebook at the time of the last save, so any changes made afterward will not be reflected in the autograder’s execution.\nThis is why we recommend first saving and then going into the top left menu and clicking Kernel -&gt; Restart -&gt; Run All. The autograder “forgets” all of the variables and runs the notebook from top-to-bottom like the Gradescope/Pensieve autograder does. This will highlight any issues.\nFind the first cell that raises an error. Make sure that all of the variables used in that cell have been defined above that cell, and not below.\n\n\nWhy do I get a NameError: name ___ is not defined when I run a grader check?\nThis happens when you try to access a variable that has not been defined yet. Since the autograder runs all the cells in-order, if you happened to define a variable in a cell further down and accessed it before that cell, the autograder will likely throw this error. Another reason this could occur is because the notebook was not saved before the autograder tests are run. When in doubt, it is good practice to restart your kernel, run all the cells again, and save the notebook before running the cell that causes this error.\n\n\nWhy do I see multiple NameError: name ___ is not defined errors for all questions after a certain point on Gradescope/Pensieve?\nThis can happen if you import external packages when you are not instructed to do so. The base image on Gradescope/Pensieve includes only a specific list of pre-installed packages, defined by the course staff in the autograder. If you import a package that is not on this list, it will not be available to the autograder, even if you download the package correctly on your local Jupyter notebook environment. As a result, it will first encounter a ModuleNotFoundError when trying to import the package (though this error may not be shown to you), and then a NameError for every question afterward. Although this behavior is unintuitive, it’s a limitation of the autograder—only course staff can view certain output messages from your notebook to prevent cheating. If you encounter this issue, review your notebook’s imports and ensure you are not using any packages not included in the autograder environment.\n\n\nMy autograder keeps running/timed out\nIf your Gradescope submission page has been stuck running on this page for a while:\n\n\n\nor if it times out:\n\n\n\nit means that the Gradescope autograder failed to execute in the expected amount of time. TThis could be due to an inefficiency in your code or an issue on Gradescope’s end, so we recommend resubmitting and allowing the autograder to rerun. If the issue persists after a few attempts, you may need to investigate your code for inefficiencies.\nFor example, if you rerun all cells in your Jupyter notebook and notice that some cells take significantly longer to run than others, you might need to optimize those cells. Keep in mind that the time it takes to run all tests in your Jupyter notebook is not equivalent to the time it takes on Gradescope/Pensieve. However, it is proportional—if your notebook runs slowly on Datahub, it will likely run even more slowly on Gradescope/Pensieve, as the difference in runtime is amplified.\nIt is your responsibility to ensure that the autograder runs properly, and if it still fails, you should follow up by making a private Ed post."
+    "text": "Gradescope/Pensieve\nWhen submitting to Gradescope or Pensieve, there are often unexpected errors that make students lose more points than expected. Thus, it is imperative that you stay on the submission page until the autograder finishes running, and the results are displayed.\n\nWhy did a Gradescope/Pensieve test fail when all the Jupyter notebook’s tests passed?\nThis can happen if you’re running your notebook’s cells out of order. The autograder runs your notebook from top-to-bottom. If you’re defining a variable at the bottom of your notebook and using it at the top, the Gradescope/Pensieve autograder will fail because it doesn’t recognize the variable when it encounters it.\nAnother scenario where this can happen is if you defined a variable in an earlier cell but later changed its name or deleted it. While your current session’s kernel will “remember” the variable, the Gradescope/Pensieve autograder will not, because it runs the notebook from top to bottom with no variables pre-stored. As a result, it will not recognize the variable if it has been deleted or renamed, and will throw an error.\nThe third scenario where this can happen is if you do not save your notebook before running the final export cell, which generates a zip file containing your notebook and the necessary files. If you run the export cell without saving, the autograder will not have access to the most recent version of your notebook, which can lead to unexpected errors. It will rely on the state of the notebook at the time of the last save, so any changes made afterward will not be reflected in the autograder’s execution.\nThis is why we recommend first saving and then going into the top left menu and clicking Kernel -&gt; Restart -&gt; Run All. The autograder “forgets” all of the variables and runs the notebook from top-to-bottom like the Gradescope/Pensieve autograder does. This will highlight any issues.\nFind the first cell that raises an error. Make sure that all of the variables used in that cell have been defined above that cell, and not below.\n\n\nWhy do I get a NameError: name ___ is not defined when I run a grader check?\nThis happens when you try to access a variable that has not been defined yet. Since the autograder runs all the cells in-order, if you happened to define a variable in a cell further down and accessed it before that cell, the autograder will likely throw this error. Another reason this could occur is because the notebook was not saved before the autograder tests are run. When in doubt, it is good practice to restart your kernel, run all the cells again, and save the notebook before running the cell that causes this error.\n\n\nWhy do I see multiple NameError: name ___ is not defined errors for all questions after a certain point on Gradescope/Pensieve?\nThis can happen if you import external packages when you are not instructed to do so. The base image on Gradescope/Pensieve includes only a specific list of pre-installed packages, defined by the course staff in the autograder. If you import a package that is not on this list, it will not be available to the autograder, even if you download the package correctly on your local Jupyter notebook environment. As a result, it will first encounter a ModuleNotFoundError when trying to import the package (though this error may not be shown to you), and then a NameError for every question afterward. Although this behavior is unintuitive, it’s a limitation of the autograder—only course staff can view certain output messages from your notebook to prevent cheating. If you encounter this issue, review your notebook’s imports and ensure you are not using any packages not included in the autograder environment.\n\n\nMy autograder keeps running/timed out\nIf your Gradescope submission page has been stuck running on this page for a while:\n\n\n\nor if it times out:\n\n\n\nit means that the Gradescope autograder failed to execute in the expected amount of time. TThis could be due to an inefficiency in your code or an issue on Gradescope’s end, so we recommend resubmitting and allowing the autograder to rerun. If the issue persists after a few attempts, you may need to investigate your code for inefficiencies.\nFor example, if you rerun all cells in your Jupyter notebook and notice that some cells take significantly longer to run than others, you might need to optimize those cells. Keep in mind that the time it takes to run all tests in your Jupyter notebook is not equivalent to the time it takes on Gradescope/Pensieve. However, it is proportional—if your notebook runs slowly on Datahub, it will likely run even more slowly on Gradescope/Pensieve, as the difference in runtime is amplified.\nIt is your responsibility to ensure that the autograder runs properly, and if it still fails, you should follow up by making a private Ed post.",
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-    "text": "RegEx syntax can be incredibly confusing, so we highly encourage using sources like the Data 100 Exam reference sheet (you can find this under the “Exam Resources” section on our Resources page) or websites like regex101.com to help build your understanding."
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-    "text": "How to Interpret regex101\nRegex101 is a great tool that helps you visually interact with RegEx patterns. Let’s take a look at its components with a simple example.\n\nExample 1: Basic\n\n\n\n\n\nFlavor: Regular expressions work slightly differently depending on the programming language you use. In Data 100, we only use the Python flavor. By default, regex101 opens on the PCRE2 flavor, so make sure to change to Python before experimenting.\nRegular Expression: This is where the RegEx expression goes. For this example, our pattern is Data 100. In Python, we denote it as a string r\"Data 100\" with the prefix r to indicate that this is a RegEx expression, not a normal Python string. In regex101, because we changed to the Python flavor, we don’t need to type out the r\" at the start or the \" at the end, as that’s already set up for us.\nExplanation: This portion of the website explains each component of the pattern above. Since it does not contain any special characters, Data 100 will match any portion of a string containing Data 100.\nTest String: This is where you can try out different inputs and see if they match the RegEx pattern. Of the 4 example sentences, we see that only the first sentence contains characters that match the pattern, highlighted in blue. (Note that while sentence 3 does contain data 100, RegEx is sensitive to capitalization. d and D are different characters)\nMatch Information: Each match between the RegEx expression and test strings is shown here.\n\n\n\nExample 2: Greedy\nFor this example, let’s replace the 100 in our original expression with \\d+ so that our pattern is Data \\d+\n\n\n\n\n\\d and + are both special operators, and the explanation on the top right (boxed in red) tells us what they do:\n\n\\d matches digits, or any number between 0 and 9. It’s equivalent to [0-9].\n+ matches the previous token \\(\\geq 1\\) times. It is a greedy operation, meaning it will match as many characters as possible.\n\nAltogether, the expression \\d+ will match any digit one or more times. Look at each match under “Match Information”. Can you see why they align with Data \\d+?\n\n\nExample 3: Capturing Groups\nLet’s say we’re given a body of text with dates formatted as DD/Month/YYYY (ie. 04/Jan/2014), and we’re interested in extracting the dates. An expression like r\"\\d+\\/\\w+\\/\\d+\" would match any string with the DD/Month/YYYY format:\n\nthe first \\d+ matches DD patterns (ie. 04)\n\\/ matches the / separator. Since / is a special operator in RegEx, we need to escape it with \\ to get the literal character.\n\\w+ in the middle matches Month patterns we’re interested in (ie. Jan, January)\nlastly, \\d+ matches YYYY patterns (ie. 2014)\n\nThat’s great! This pattern will match the entirety of DD/Month/YYYY, but what if we want to access DD individually? What about YYYY? This is where capturing groups comes in handy. Capturing groups are RegEx expressions surrounded by parenthesis () that are used to remember the text they match so that it can be referenced later. Putting capturing groups around \\d+ and \\w+ to get r\"(\\d+)\\/(\\w+)\\/(\\d+)\"gives us the following:\n\n\n\n\n\nThe “Explanation” section now shows an explanation for each of the 3 capturing groups.\nIn our test strings, the portion matching the RegEx expression is highlighted in blue per usual. Additionally, each capturing group is highlighted with a particular color: green, orange, and purple.\nThese colored highlights correspond to their match/group under “Match Information”. “Match #” (light blue) shows the entire portion that matches the expression while “Group #” shows the match per group.\n\n\nHow do I access captured groups?\nTo access each group, we use the following syntax:\ntarget_string = \"Today's date is 01/March/2024.\"\nresult = re.search(r\"(\\d+)\\/(\\w+)\\/(\\d+)\", target_string)\n\nresult # re.Match object\nresult.groups() # all captured groups: ('01', 'March', '2024')\nresult.group(0) # '01/March/2024', the full match\nresult.group(1) # '01', the first captured group\nresult.group(2) # 'March', the second captured group\nresult.group(3) # '2024', the third captured group"
+    "text": "How to Interpret regex101\nRegex101 is a great tool that helps you visually interact with RegEx patterns. Let’s take a look at its components with a simple example.\n\nExample 1: Basic\n\n\n\n\n\nFlavor: Regular expressions work slightly differently depending on the programming language you use. In Data 100, we only use the Python flavor. By default, regex101 opens on the PCRE2 flavor, so make sure to change to Python before experimenting.\nRegular Expression: This is where the RegEx expression goes. For this example, our pattern is Data 100. In Python, we denote it as a string r\"Data 100\" with the prefix r to indicate that this is a RegEx expression, not a normal Python string. In regex101, because we changed to the Python flavor, we don’t need to type out the r\" at the start or the \" at the end, as that’s already set up for us.\nExplanation: This portion of the website explains each component of the pattern above. Since it does not contain any special characters, Data 100 will match any portion of a string containing Data 100.\nTest String: This is where you can try out different inputs and see if they match the RegEx pattern. Of the 4 example sentences, we see that only the first sentence contains characters that match the pattern, highlighted in blue. (Note that while sentence 3 does contain data 100, RegEx is sensitive to capitalization. d and D are different characters)\nMatch Information: Each match between the RegEx expression and test strings is shown here.\n\n\n\nExample 2: Greedy\nFor this example, let’s replace the 100 in our original expression with \\d+ so that our pattern is Data \\d+\n\n\n\n\n\\d and + are both special operators, and the explanation on the top right (boxed in red) tells us what they do:\n\n\\d matches digits, or any number between 0 and 9. It’s equivalent to [0-9].\n+ matches the previous token \\(\\geq 1\\) times. It is a greedy operation, meaning it will match as many characters as possible.\n\nAltogether, the expression \\d+ will match any digit one or more times. Look at each match under “Match Information”. Can you see why they align with Data \\d+?\n\n\nExample 3: Capturing Groups\nLet’s say we’re given a body of text with dates formatted as DD/Month/YYYY (ie. 04/Jan/2014), and we’re interested in extracting the dates. An expression like r\"\\d+\\/\\w+\\/\\d+\" would match any string with the DD/Month/YYYY format:\n\nthe first \\d+ matches DD patterns (ie. 04)\n\\/ matches the / separator. Since / is a special operator in RegEx, we need to escape it with \\ to get the literal character.\n\\w+ in the middle matches Month patterns we’re interested in (ie. Jan, January)\nlastly, \\d+ matches YYYY patterns (ie. 2014)\n\nThat’s great! This pattern will match the entirety of DD/Month/YYYY, but what if we want to access DD individually? What about YYYY? This is where capturing groups comes in handy. Capturing groups are RegEx expressions surrounded by parenthesis () that are used to remember the text they match so that it can be referenced later. Putting capturing groups around \\d+ and \\w+ to get r\"(\\d+)\\/(\\w+)\\/(\\d+)\"gives us the following:\n\n\n\n\n\nThe “Explanation” section now shows an explanation for each of the 3 capturing groups.\nIn our test strings, the portion matching the RegEx expression is highlighted in blue per usual. Additionally, each capturing group is highlighted with a particular color: green, orange, and purple.\nThese colored highlights correspond to their match/group under “Match Information”. “Match #” (light blue) shows the entire portion that matches the expression while “Group #” shows the match per group.\n\n\nHow do I access captured groups?\nTo access each group, we use the following syntax:\ntarget_string = \"Today's date is 01/March/2024.\"\nresult = re.search(r\"(\\d+)\\/(\\w+)\\/(\\d+)\", target_string)\n\nresult # re.Match object\nresult.groups() # all captured groups: ('01', 'March', '2024')\nresult.group(0) # '01/March/2024', the full match\nresult.group(1) # '01', the first captured group\nresult.group(2) # 'March', the second captured group\nresult.group(3) # '2024', the third captured group",
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-    "text": "RegEx Misconceptions & General Errors\n\nI’m certain my RegEx pattern in .str.replace is correct, but I’m not passing the grader check.\nHere’s the skeleton from the exam reference sheet:\ns.str.replace(pat, repl, regex=False)\nNotice how the regex= argument has a default value of False, causing pandas to treat pat like a normal Python string. Make sure to set regex=True if you’re using RegEx!\n\n\nMy RegEx pattern matches the test cases on regex101, but is not working in pandas with .str.findall / .str.extractall / .str.extract.\nThe most likely reason for this is forgetting to include the r before the string with your regular expression. Without including the r in .str.findall(r\".*\"), pandas will not interpret your pattern as a regex expression and will only match it literally.\n\n\nValue Error: pattern contains no capture groups\nThese errors usually occur when using s.str.extract or s.str.extractall. Read more about it in the RegEx course notes. This error means that your RegEx pattern does not match anything in the given Series of strings. To debug this, try putting your pattern into regex101.com and use example strings from the Series as test cases.\n\n\nWhen do I need to escape characters?\nThe special characters in RegEx are: . ^ $ * + ? ] [ \\ | ( ) { } }\nIf you want to match exactly those characters in a RegEx expression, you need to “escape” them by preceding them with a backslash \\. However, the rules around this can change in the context of character classes.\nFor example, the pattern r\"[.]\" matches '.', the literal period. In this context, it is not treated as a special character. The hyphen, while not included in the list of special characters, also changes its behavior depending on its position in a character class. It can be used to specify a range of characters (e.g. r\"[0-9]\") based on their Unicode values, or match a literal '-' if it does not have two adjacent characters (e.g. r\"[-09]\" matches -, 0, 9). To be on the safer side, you could escape - like in r\"[0\\-9]\" to achieve the same result.\nFinally, it’s generally good practice to escape both single and double quotes for greater readability. Technically, patterns like r\"'(.\\*)'\" and r'\"(.\\*)\"' do work as you’d expect, but you can already see how confusing it is to decipher what’s going on. Escaping the quotes inside the pattern does not affect what matches you get, but makes it easier to figure out what the intended match was.\n\n\nThe three uses of ^\nThe ^ character can be tricky to wrap your head around given how its function changes depending on the context:\n\nIf used at the start of a pattern, like in r\"^\\w\", it means that a lowercase letter must begin the string in order for a match to occur.\nIf included at the start of a character class, like in r\"[^abc]\", it negates all the characters in that class and will match with any other character – in the above example, any character that is not a, b, c.\nFinally, if escaped as in r\"\\^\" it is treated as a literal and will match any instance of ^.\n\n\n\nWhat’s the difference between all the re functions?\nThe exam reference sheets give a few re functions, but how can you determine which one to use?\n\n\n\n\nre.match and re.search only return one instance of a match between string and pattern (or None if there’s no match) - re.match only considers characters at the beginning of a string - re.search considers characters anywhere in the string - For example: ``` pattern = r”Data 100” example1 = “Data 100 is the best!” example2 = “I love Data 100!”\nre.match(pattern, example1).group(0) # matches “Data 100” re.match(pattern, example2) # does not match “Data 100” because it’s not at the beginning of a string; returns None\nre.search(pattern, example1).group(0) # matches “Data 100” re.search(pattern, example2).group(0) # matches “Data 100” ```\nIf, instead, you’re interested in finding all matches between the given string and pattern, re.findall will find them all, returning the matches in a list.\nre.findall(r'\\d+', 'Data 100, Data 8, Data 101') \n# returns a list of strings: ['100', '8', '101']\n\nre.findall(r'\\d+', 'Data science is great')  \n# no matches found, returns empty list: []\nre.sub will find them all and replace it with a string of your choice.\nre.sub(r'\\d+', 'panda', 'Data 100, Data 8, Data 101') \n# returns 'Data panda, Data panda, Data panda'\n\nre.sub(r'\\d+', 'panda', 'Data science is great')  \n# no matches found, returns the original string \"Data science is great\" \n\n\nWhat’s the difference between re functions and pd.Series.str functions?\nGenerally, all the pd.Series.str functions are used when you want to apply a Python or RegEx string function to a Series of strings. In contrast, re functions are applied to string objects. The reference sheet gives a great overview of the different use cases of each of the pd.Series.str functions."
+    "text": "RegEx Misconceptions & General Errors\n\nI’m certain my RegEx pattern in .str.replace is correct, but I’m not passing the grader check.\nHere’s the skeleton from the exam reference sheet:\ns.str.replace(pat, repl, regex=False)\nNotice how the regex= argument has a default value of False, causing pandas to treat pat like a normal Python string. Make sure to set regex=True if you’re using RegEx!\n\n\nMy RegEx pattern matches the test cases on regex101, but is not working in pandas with .str.findall / .str.extractall / .str.extract.\nThe most likely reason for this is forgetting to include the r before the string with your regular expression. Without including the r in .str.findall(r\".*\"), pandas will not interpret your pattern as a regex expression and will only match it literally.\n\n\nValue Error: pattern contains no capture groups\nThese errors usually occur when using s.str.extract or s.str.extractall. Read more about it in the RegEx course notes. This error means that your RegEx pattern does not match anything in the given Series of strings. To debug this, try putting your pattern into regex101.com and use example strings from the Series as test cases.\n\n\nWhen do I need to escape characters?\nThe special characters in RegEx are: . ^ $ * + ? ] [ \\ | ( ) { } }\nIf you want to match exactly those characters in a RegEx expression, you need to “escape” them by preceding them with a backslash \\. However, the rules around this can change in the context of character classes.\nFor example, the pattern r\"[.]\" matches '.', the literal period. In this context, it is not treated as a special character. The hyphen, while not included in the list of special characters, also changes its behavior depending on its position in a character class. It can be used to specify a range of characters (e.g. r\"[0-9]\") based on their Unicode values, or match a literal '-' if it does not have two adjacent characters (e.g. r\"[-09]\" matches -, 0, 9). To be on the safer side, you could escape - like in r\"[0\\-9]\" to achieve the same result.\nFinally, it’s generally good practice to escape both single and double quotes for greater readability. Technically, patterns like r\"'(.\\*)'\" and r'\"(.\\*)\"' do work as you’d expect, but you can already see how confusing it is to decipher what’s going on. Escaping the quotes inside the pattern does not affect what matches you get, but makes it easier to figure out what the intended match was.\n\n\nThe three uses of ^\nThe ^ character can be tricky to wrap your head around given how its function changes depending on the context:\n\nIf used at the start of a pattern, like in r\"^\\w\", it means that a lowercase letter must begin the string in order for a match to occur.\nIf included at the start of a character class, like in r\"[^abc]\", it negates all the characters in that class and will match with any other character – in the above example, any character that is not a, b, c.\nFinally, if escaped as in r\"\\^\" it is treated as a literal and will match any instance of ^.\n\n\n\nWhat’s the difference between all the re functions?\nThe exam reference sheets give a few re functions, but how can you determine which one to use?\n\n\n\n\nre.match and re.search only return one instance of a match between string and pattern (or None if there’s no match) - re.match only considers characters at the beginning of a string - re.search considers characters anywhere in the string - For example: ``` pattern = r”Data 100” example1 = “Data 100 is the best!” example2 = “I love Data 100!”\nre.match(pattern, example1).group(0) # matches “Data 100” re.match(pattern, example2) # does not match “Data 100” because it’s not at the beginning of a string; returns None\nre.search(pattern, example1).group(0) # matches “Data 100” re.search(pattern, example2).group(0) # matches “Data 100” ```\nIf, instead, you’re interested in finding all matches between the given string and pattern, re.findall will find them all, returning the matches in a list.\nre.findall(r'\\d+', 'Data 100, Data 8, Data 101') \n# returns a list of strings: ['100', '8', '101']\n\nre.findall(r'\\d+', 'Data science is great')  \n# no matches found, returns empty list: []\nre.sub will find them all and replace it with a string of your choice.\nre.sub(r'\\d+', 'panda', 'Data 100, Data 8, Data 101') \n# returns 'Data panda, Data panda, Data panda'\n\nre.sub(r'\\d+', 'panda', 'Data science is great')  \n# no matches found, returns the original string \"Data science is great\" \n\n\nWhat’s the difference between re functions and pd.Series.str functions?\nGenerally, all the pd.Series.str functions are used when you want to apply a Python or RegEx string function to a Series of strings. In contrast, re functions are applied to string objects. The reference sheet gives a great overview of the different use cases of each of the pd.Series.str functions.",
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-    "text": "Jupyterhub connects you to an external container to run your code. That connection could be slow/severed because:\n\nyou haven’t made any changes to the notebook for a while\na cell took too much time to run\na cell took up too many resources to compute\n\nWhen you see a message like this:\n\n\n\n\nEither press the “Ok” button or reload the page\nRestart your kernel\nRerun your cells\n\nNote that you may lose some recent work if your kernel restarted when you were in the middle of editing a cell. As such, we recommend saving your work as often as possible.\nIf this does not fix the issue, it could be a problem with your code, usually the last cell that executed before your kernel crashed. Double check your logic, and feel free to make a private post on Ed if you’re stuck!"
+    "text": "Jupyterhub connects you to an external container to run your code. That connection could be slow/severed because:\n\nyou haven’t made any changes to the notebook for a while\na cell took too much time to run\na cell took up too many resources to compute\n\nWhen you see a message like this:\n\n\n\n\nEither press the “Ok” button or reload the page\nRestart your kernel\nRerun your cells\n\nNote that you may lose some recent work if your kernel restarted when you were in the middle of editing a cell. As such, we recommend saving your work as often as possible.\nIf this does not fix the issue, it could be a problem with your code, usually the last cell that executed before your kernel crashed. Double check your logic, and feel free to make a private post on Ed if you’re stuck!",
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     "title": "Jupyter / Datahub",
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-    "text": "Jupyterhub connects you to an external container to run your code. That connection could be slow/severed because:\n\nyou haven’t made any changes to the notebook for a while\na cell took too much time to run\na cell took up too many resources to compute\n\nWhen you see a message like this:\n\n\n\n\nEither press the “Ok” button or reload the page\nRestart your kernel\nRerun your cells\n\nNote that you may lose some recent work if your kernel restarted when you were in the middle of editing a cell. As such, we recommend saving your work as often as possible.\nIf this does not fix the issue, it could be a problem with your code, usually the last cell that executed before your kernel crashed. Double check your logic, and feel free to make a private post on Ed if you’re stuck!"
+    "text": "Jupyterhub connects you to an external container to run your code. That connection could be slow/severed because:\n\nyou haven’t made any changes to the notebook for a while\na cell took too much time to run\na cell took up too many resources to compute\n\nWhen you see a message like this:\n\n\n\n\nEither press the “Ok” button or reload the page\nRestart your kernel\nRerun your cells\n\nNote that you may lose some recent work if your kernel restarted when you were in the middle of editing a cell. As such, we recommend saving your work as often as possible.\nIf this does not fix the issue, it could be a problem with your code, usually the last cell that executed before your kernel crashed. Double check your logic, and feel free to make a private post on Ed if you’re stuck!",
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     "section": "I can’t edit a cell",
-    "text": "I can’t edit a cell\nWe set some cells to read-only mode prevent accidental modification. That said, do not modify the given cells unless instructed to do so. If instructed, to make the cell writeable,\n\nClick the cell\nClick setting on the top right corner\nUnder “Common Tools”, you can toggle between “Editable” (can edit the cell) and “Read-Only” (cannot edit the cell)"
+    "text": "I can’t edit a cell\nWe set some cells to read-only mode prevent accidental modification. That said, do not modify the given cells unless instructed to do so. If instructed, to make the cell writeable,\n\nClick the cell\nClick setting on the top right corner\nUnder “Common Tools”, you can toggle between “Editable” (can edit the cell) and “Read-Only” (cannot edit the cell)",
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     "title": "Jupyter / Datahub",
     "section": "My text cell looks like code",
-    "text": "My text cell looks like code\nIf you double-click on a text (markdown) cell, it’ll appear in its raw format. To fix this, simply run the cell. If this doesn’t fix the problem, check out the commonly asked question below."
+    "text": "My text cell looks like code\nIf you double-click on a text (markdown) cell, it’ll appear in its raw format. To fix this, simply run the cell. If this doesn’t fix the problem, check out the commonly asked question below.",
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     "title": "Jupyter / Datahub",
     "section": "My text cell changed to a code cell / My code cell changed to a text cell",
-    "text": "My text cell changed to a code cell / My code cell changed to a text cell\nSometimes, a text (markdown) cell was changed to a code cell, or a code cell can’t be run because it’s been changed to a text (markdown) or raw cell. To fix this, toggle the desired cell type in the top bar."
+    "text": "My text cell changed to a code cell / My code cell changed to a text cell\nSometimes, a text (markdown) cell was changed to a code cell, or a code cell can’t be run because it’s been changed to a text (markdown) or raw cell. To fix this, toggle the desired cell type in the top bar.",
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     "title": "Jupyter / Datahub",
     "section": "Why does running a particular cell cause my kernel to die?",
-    "text": "Why does running a particular cell cause my kernel to die?\nIf one particular cell seems to cause your kernel to die, this is likely because the computer is trying to use more memory than it has available. For instance: your code is trying to create a gigantic array. To prevent the entire server from crashing, the kernel will “die”. This is an indication that there is a mistake in your code that you need to fix."
+    "text": "Why does running a particular cell cause my kernel to die?\nIf one particular cell seems to cause your kernel to die, this is likely because the computer is trying to use more memory than it has available. For instance: your code is trying to create a gigantic array. To prevent the entire server from crashing, the kernel will “die”. This is an indication that there is a mistake in your code that you need to fix.",
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     "title": "Jupyter / Datahub",
     "section": "I accidentally deleted something in a cell that was provided to me – how do I get it back?",
-    "text": "I accidentally deleted something in a cell that was provided to me – how do I get it back?\nSuppose you’re working on Lab 5. One solution is to go directly to DataHub and rename your lab05 folder to something else, like lab05-old. Then, click the Lab 5 link on the course website again, and it’ll bring you to a brand-new version of Lab 5. You can then copy your work from your old Lab 5 to this new one, which should have the original version of the assignment.\nAlternatively, you can access this public repo and navigate to a blank copy of the assignment you were working on. In the case of Lab 5 for example, the notebook would be located at lab/lab05/lab05.ipynb. You can then check and copy over the contents of the deleted cell into a new cell in your existing notebook."
+    "text": "I accidentally deleted something in a cell that was provided to me – how do I get it back?\nSuppose you’re working on Lab 5. One solution is to go directly to DataHub and rename your lab05 folder to something else, like lab05-old. Then, click the Lab 5 link on the course website again, and it’ll bring you to a brand-new version of Lab 5. You can then copy your work from your old Lab 5 to this new one, which should have the original version of the assignment.\nAlternatively, you can access this public repo and navigate to a blank copy of the assignment you were working on. In the case of Lab 5 for example, the notebook would be located at lab/lab05/lab05.ipynb. You can then check and copy over the contents of the deleted cell into a new cell in your existing notebook.",
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     "section": "“Click here to download zip file” is not working",
-    "text": "“Click here to download zip file” is not working\nWhen this happens, you can download the zip file through the menu on the left.\n\n\n\nRight click on the generated zip file and click “Download”."
+    "text": "“Click here to download zip file” is not working\nWhen this happens, you can download the zip file through the menu on the left.\n\n\n\nRight click on the generated zip file and click “Download”.",
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     "section": "Autograder could not locate my PDF",
-    "text": "Autograder could not locate my PDF\nSometimes when running the grader.export(run_tests=True) cell at the end of the notebook, you run into an error where the autograder could not locate the PDF:\n\n\n\nTo fix this, make sure you have not accidentally converted any cells to raw type. All cells should either be markdown or code cells. You can easily convert cells by following these instructions earlier in the debugging guide."
+    "text": "Autograder could not locate my PDF\nSometimes when running the grader.export(run_tests=True) cell at the end of the notebook, you run into an error where the autograder could not locate the PDF:\n\n\n\nTo fix this, make sure you have not accidentally converted any cells to raw type. All cells should either be markdown or code cells. You can easily convert cells by following these instructions earlier in the debugging guide.",
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     "section": "I can’t export my assignment as a PDF due to a LatexFailed error",
-    "text": "I can’t export my assignment as a PDF due to a LatexFailed error\nOccasionally when running the grader.export(run_tests=True) cell at the end of the notebook, you run into an error where the PDF failed to generate:\n\n\n\nConverting a Jupyter notebook to a PDF involves formatting some of the markdown text in LaTeX. However, this process will fail if your free response answers have (unresolved) LaTeX characters like \\n, $, or $$. There are several ways to resolve this:\n\nExport the notebook as a PDF: In the upper left hand menu, go to File -&gt; Save and Export Notebook As -&gt; PDF. Upload this file to Gradescope under the “Submit PDF” option.\nPrint the notebook from HTML: In the upper left hand menu, go to File -&gt; Save and Export Notebook As -&gt; HTML. In the new tab that will open up, print the website by typing ctrl + p (Windows) or cmd + p (Mac).\nTake screenshots: If you’re short on time, your best bet is to take screenshots of your free response answers. When submitting to Gradescope, choose the “Submit Images” options instead of the “Submit PDF” option.\nRemoving special LaTeX characters: If you have more time and would like the Datahub-generated PDF, please remove any special LaTeX characters from your free response answers.\n\nIf you use an alternate form of submission listed above, you don’t need to worry if you can’t select pages or if the selection doesn’t align. We’ll manually look through your submission when grading, and will account for that."
+    "text": "I can’t export my assignment as a PDF due to a LatexFailed error\nOccasionally when running the grader.export(run_tests=True) cell at the end of the notebook, you run into an error where the PDF failed to generate:\n\n\n\nConverting a Jupyter notebook to a PDF involves formatting some of the markdown text in LaTeX. However, this process will fail if your free response answers have (unresolved) LaTeX characters like \\n, $, or $$. There are several ways to resolve this:\n\nExport the notebook as a PDF: In the upper left hand menu, go to File -&gt; Save and Export Notebook As -&gt; PDF. Upload this file to Gradescope under the “Submit PDF” option.\nPrint the notebook from HTML: In the upper left hand menu, go to File -&gt; Save and Export Notebook As -&gt; HTML. In the new tab that will open up, print the website by typing ctrl + p (Windows) or cmd + p (Mac).\nTake screenshots: If you’re short on time, your best bet is to take screenshots of your free response answers. When submitting to Gradescope, choose the “Submit Images” options instead of the “Submit PDF” option.\nRemoving special LaTeX characters: If you have more time and would like the Datahub-generated PDF, please remove any special LaTeX characters from your free response answers.\n\nIf you use an alternate form of submission listed above, you don’t need to worry if you can’t select pages or if the selection doesn’t align. We’ll manually look through your submission when grading, and will account for that.",
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     "title": "Jupyter / Datahub",
     "section": "I can’t open Jupyter: HTTP ERROR 431",
-    "text": "I can’t open Jupyter: HTTP ERROR 431\nIf this happens, try clearing your browser cache or opening Datahub in an incognito window."
+    "text": "I can’t open Jupyter: HTTP ERROR 431\nIf this happens, try clearing your browser cache or opening Datahub in an incognito window.",
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     "section": "Datahub is not loading",
-    "text": "Datahub is not loading\nIf your link to Datahub is not loading, go to https://data100.datahub.berkeley.edu/hub/home and restart your server."
+    "text": "Datahub is not loading\nIf your link to Datahub is not loading, go to https://data100.datahub.berkeley.edu/hub/home and restart your server.",
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-    "text": "Note\n\n\n\n\n\nIf you’re using a MacBook, replace ctrl with cmd."
+    "text": "Note\n\n\n\n\n\nIf you’re using a MacBook, replace ctrl with cmd.",
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-    "text": "Shortcuts for Cells\nFor the following commands, make sure you’re in command mode. You can enter this mode by pressing esc.\n\na: create a cell above\nb: create a cell below\ndd: delete current cell\nm: convert a cell to markdown (text cell)\ny: convert a cell to code"
+    "text": "Shortcuts for Cells\nFor the following commands, make sure you’re in command mode. You can enter this mode by pressing esc.\n\na: create a cell above\nb: create a cell below\ndd: delete current cell\nm: convert a cell to markdown (text cell)\ny: convert a cell to code",
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-    "text": "Running Cells\nFor individual cells,\n\nctrl + return: run the current cell\nshift + return: run the current cell and move to the next cell\n\nTo run all cells in a notebook:\n\nIn the menu bar on the left, click Run. From here, you have several options. The ones we use most commonly are:\n\nRun All Above Selected Cell: this runs every cell above the selected cell\nRun Selected Cell and All Below: this runs the selected cell and all cells below\nRun All: this runs every cell in the notebook from top-to-bottom"
+    "text": "Running Cells\nFor individual cells,\n\nctrl + return: run the current cell\nshift + return: run the current cell and move to the next cell\n\nTo run all cells in a notebook:\n\nIn the menu bar on the left, click Run. From here, you have several options. The ones we use most commonly are:\n\nRun All Above Selected Cell: this runs every cell above the selected cell\nRun Selected Cell and All Below: this runs the selected cell and all cells below\nRun All: this runs every cell in the notebook from top-to-bottom",
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-    "text": "Saving your notebook\nJupyter autosaves your work, but there can be a delay. As such, it’s a good idea to save your work as often as you remember and especially before submitting assignments. To do so, press ctrl + s."
+    "text": "Saving your notebook\nJupyter autosaves your work, but there can be a delay. As such, it’s a good idea to save your work as often as you remember and especially before submitting assignments. To do so, press ctrl + s.",
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-    "text": "Restarting Kernel\nIn the menu bar on the left, click Kernel. From here, you have several options. The ones we use most commonly are:\n\nRestart Kernel...\nRestart Kernel and Run up to Selected Cell\nRestart Kernel and Run All Cells"
+    "text": "Restarting Kernel\nIn the menu bar on the left, click Kernel. From here, you have several options. The ones we use most commonly are:\n\nRestart Kernel...\nRestart Kernel and Run up to Selected Cell\nRestart Kernel and Run All Cells",
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-    "text": "Automatically Closing Brackets\nMany IDEs like VSCode have a functionality that automatically closes brackets. For example, pressing (, {, or [ would automatically add the second bracket at the other end ), }, and ], respectively. Datahub does not have this functionality turned on by default, but you can do so by going into Settings -&gt; Auto Close Brackets. If you see a check mark to the left of Auto Close Brackets, then it’s enabled."
+    "text": "Automatically Closing Brackets\nMany IDEs like VSCode have a functionality that automatically closes brackets. For example, pressing (, {, or [ would automatically add the second bracket at the other end ), }, and ], respectively. Datahub does not have this functionality turned on by default, but you can do so by going into Settings -&gt; Auto Close Brackets. If you see a check mark to the left of Auto Close Brackets, then it’s enabled.",
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-    "text": "Question 5 is a challenging question that mirrors a lot of data science work in the real world: cleaning, exploring, and transforming data; fitting a model, working with a pre-defined pipeline and evaluating your model’s performance. Here are some general debugging tips to make the process easier:\n\nSeparate small tasks into helper functions, especially if you will execute them multiple times. For example, a helper function that one-hot encodes a categorical variable may be helpful as you could perform it on multiple such columns. If you’re parsing a column with RegEx, it also might be a good idea to separate it to a helper function. This allows you to verify that you’re not making errors in these small tasks and prevents unknown bugs from appearing.\nFeel free to make new cells to play with the data! As long as you delete them afterward, it will not affect the autograder.\nThe feature_engine_final function looks daunting at first, but start small. First, try and implement a model with a single feature to get familiar with how the pipeline works, then slowly experiment with adding one feature at a time and see how that affects your training RMSE.\n\n\n\n\nYour model is likely overfitting to the training data and does not generalize to the test set. Recall the bias-variance tradeoff discussed in lecture. As you add more features and make your model more complex, it is expected that your training error will decrease. Your validation and test error may also decrease initially, but if your model is too complex, you end up with high validation and test RMSE.\n\n\n\nTo decrease model complexity, consider visualizing the relationship between the features you’ve chosen with the (Log) Sale Price and removing features that are not highly correlated. Removing outliers can also help your model generalize better and prevent it from fitting to noise in the data. Methods like cross-validation allow you to get a better sense of where you lie along the validation error curve. Feel free to take a look at the code used in Lecture 16 if you’re confused on how to implement cross-validation.\n\n\n\nIf you’re passing the tests for question 5d but getting this error in question 5f, then your Y variable is likely a DataFrame, not a Series. sklearn models like LinearRegression expect X to be a 2D datatype (ie. DataFrame, 2D NumPy array) and Y to be a 1D datatype (ie. Series, 1D NumPy array).\n\n\n\nKeyErrors are raised when a column name does not exist in your DataFrame. You could be getting this error because:\n\nThe test set does not contain a \"(Log) Sale Price\" as that’s what we’re trying to predict. Make sure you only reference the \"(Log) Sale Price\" column when working with training data (is_test_set=False).\nYou dropped the \"Sale Price\" column twice in your preprocessing code.\n\n\n\n\nThis error occurs if your final design matric contains non-numeric columns. For example, if you simply run X = data.drop(columns = [\"Log Sale Price\", \"Sale Price\"]), all the non-numeric columns of data are still included in X and you will see this error message. The fit function of a lm.LinearRegression object can take a pandas DataFrame as the X argument, but requires that the DataFrame is only composed of numeric values.\n\n\n\nThe reason why your X data contains infinity is likely because you are taking the logarithm of 0 somewhere in your code. To prevent this, try:\n\nAdding a small number to the features that you want to perform the log transformation on so that all values are positive and greater than 0. Note that whatever value you add to your train data should also be added to your test data.\nRemoving zeroes before taking the logarithm. Note that this is only possible on the training data as you cannot drop rows from the test set.\n\n\n\n\nThe reason why your design matrix X contains NaN values is likely because you take the log of a negative number somewhere in your code. To prevent this, try:\n\nShifting the range of values for features that you want to perform the logging operation on to positive values greater than 0. Note that whatever value you add to your train data should also be added to your test data.\nRemoving negative values before taking the log. Note that this is only possible on the training data as you cannot drop rows from the test set.\n\n\n\n\nThis error is followed by one or both of the following:\nFeature names unseen at fit time:\n- FEATURE NAME 1\n- FEATURE NAME 2\n  ...\n\nFeature names seen at fit time, yet now missing\n- FEATURE NAME 1\n- FEATURE NAME 2\n  ...\nThis error occurs if the columns/features you’re passing in for the test dataset aren’t the same as the features you used to train the model. sklearn’s models expect the testing data’s column names to match the training data’s. The features listed under Feature names unseen at fit time are columns that were present in the training data but not the testing data, and features listed under Feature names seen at fit time, yet now missing were present in the testing data but not the training data.\nPotential causes for this error:\n\nYour preprocessing for X is different for training and testing. Double-check your code in feature_engine_final! Besides removing any references to 'Sale Price' and code that would remove rows from the test set, your preprocessing should be the same.\nSome one-hot-encoded categories are present in training but not in testing (or vice versa). For example, let’s say that the feature \"Data100\" has categories “A”, “B”, “C”, and “D”. If “A”, “B”, and “C” are present in the training data, but “B”, “C”, and “D” are present in the testing data, you will get this error:\nThe feature names should match those that were passed during fit. Feature names unseen at fit time:\n- Data100_D\n  ...\n\nFeature names seen at fit time, yet now missing\n- Data100_A\n\n\n\n\nThis error occurs when you attempt to perform an operation on two NumPy arrays with mismatched dimensions. For example, np.ones(100000) - np.ones(1000000) is not defined since you cannot perform elementwise addition on arrays with different lengths. Use the error traceback to identify which line is erroring, and print out the shape of the arrays on the line before using .shape.\n\n\n\nThis error occurs when a NoneType variable is being accessed like a class, for example None.some_function(). It may be difficult to identify where the NoneType is coming from, but here are some possible causes:\n\nCheck that your helper functions always end with a return statement and that the result is expected!\npandas’ inplace= argument allows us to simplify code; instead of reassigning df = df.an_operation(inplace=False), you can choose to shorten the operation as df.an_operation(inplace=True). Note that any inplace=True argument modifies the DataFrame and returns nothing (read more about it in this stack overflow post). Both df = df.an_operation(inplace=True) and df.an_operation(inplace=True).another_operation() will result in this TypeError.\n\nCheck the return type of all functions you end up using. For example, np.append(arr_1, arr_2) returns a NumPy array. In contrast, Python’s .append function mutates the iterable and returns None. If you are unsure of what data type is being returned, looking up the documentation of the function , adding print statements, using type(some_function(input) are all useful ways to debug your code."
+    "text": "Question 5 is a challenging question that mirrors a lot of data science work in the real world: cleaning, exploring, and transforming data; fitting a model, working with a pre-defined pipeline and evaluating your model’s performance. Here are some general debugging tips to make the process easier:\n\nSeparate small tasks into helper functions, especially if you will execute them multiple times. For example, a helper function that one-hot encodes a categorical variable may be helpful as you could perform it on multiple such columns. If you’re parsing a column with RegEx, it also might be a good idea to separate it to a helper function. This allows you to verify that you’re not making errors in these small tasks and prevents unknown bugs from appearing.\nFeel free to make new cells to play with the data! As long as you delete them afterward, it will not affect the autograder.\nThe feature_engine_final function looks daunting at first, but start small. First, try and implement a model with a single feature to get familiar with how the pipeline works, then slowly experiment with adding one feature at a time and see how that affects your training RMSE.\n\n\n\n\nYour model is likely overfitting to the training data and does not generalize to the test set. Recall the bias-variance tradeoff discussed in lecture. As you add more features and make your model more complex, it is expected that your training error will decrease. Your validation and test error may also decrease initially, but if your model is too complex, you end up with high validation and test RMSE.\n\n\n\nTo decrease model complexity, consider visualizing the relationship between the features you’ve chosen with the (Log) Sale Price and removing features that are not highly correlated. Removing outliers can also help your model generalize better and prevent it from fitting to noise in the data. Methods like cross-validation allow you to get a better sense of where you lie along the validation error curve. Feel free to take a look at the code used in Lecture 16 if you’re confused on how to implement cross-validation.\n\n\n\nIf you’re passing the tests for question 5d but getting this error in question 5f, then your Y variable is likely a DataFrame, not a Series. sklearn models like LinearRegression expect X to be a 2D datatype (ie. DataFrame, 2D NumPy array) and Y to be a 1D datatype (ie. Series, 1D NumPy array).\n\n\n\nKeyErrors are raised when a column name does not exist in your DataFrame. You could be getting this error because:\n\nThe test set does not contain a \"(Log) Sale Price\" as that’s what we’re trying to predict. Make sure you only reference the \"(Log) Sale Price\" column when working with training data (is_test_set=False).\nYou dropped the \"Sale Price\" column twice in your preprocessing code.\n\n\n\n\nThis error occurs if your final design matric contains non-numeric columns. For example, if you simply run X = data.drop(columns = [\"Log Sale Price\", \"Sale Price\"]), all the non-numeric columns of data are still included in X and you will see this error message. The fit function of a lm.LinearRegression object can take a pandas DataFrame as the X argument, but requires that the DataFrame is only composed of numeric values.\n\n\n\nThe reason why your X data contains infinity is likely because you are taking the logarithm of 0 somewhere in your code. To prevent this, try:\n\nAdding a small number to the features that you want to perform the log transformation on so that all values are positive and greater than 0. Note that whatever value you add to your train data should also be added to your test data.\nRemoving zeroes before taking the logarithm. Note that this is only possible on the training data as you cannot drop rows from the test set.\n\n\n\n\nThe reason why your design matrix X contains NaN values is likely because you take the log of a negative number somewhere in your code. To prevent this, try:\n\nShifting the range of values for features that you want to perform the logging operation on to positive values greater than 0. Note that whatever value you add to your train data should also be added to your test data.\nRemoving negative values before taking the log. Note that this is only possible on the training data as you cannot drop rows from the test set.\n\n\n\n\nThis error is followed by one or both of the following:\nFeature names unseen at fit time:\n- FEATURE NAME 1\n- FEATURE NAME 2\n  ...\n\nFeature names seen at fit time, yet now missing\n- FEATURE NAME 1\n- FEATURE NAME 2\n  ...\nThis error occurs if the columns/features you’re passing in for the test dataset aren’t the same as the features you used to train the model. sklearn’s models expect the testing data’s column names to match the training data’s. The features listed under Feature names unseen at fit time are columns that were present in the training data but not the testing data, and features listed under Feature names seen at fit time, yet now missing were present in the testing data but not the training data.\nPotential causes for this error:\n\nYour preprocessing for X is different for training and testing. Double-check your code in feature_engine_final! Besides removing any references to 'Sale Price' and code that would remove rows from the test set, your preprocessing should be the same.\nSome one-hot-encoded categories are present in training but not in testing (or vice versa). For example, let’s say that the feature \"Data100\" has categories “A”, “B”, “C”, and “D”. If “A”, “B”, and “C” are present in the training data, but “B”, “C”, and “D” are present in the testing data, you will get this error:\nThe feature names should match those that were passed during fit. Feature names unseen at fit time:\n- Data100_D\n  ...\n\nFeature names seen at fit time, yet now missing\n- Data100_A\n\n\n\n\nThis error occurs when you attempt to perform an operation on two NumPy arrays with mismatched dimensions. For example, np.ones(100000) - np.ones(1000000) is not defined since you cannot perform elementwise addition on arrays with different lengths. Use the error traceback to identify which line is erroring, and print out the shape of the arrays on the line before using .shape.\n\n\n\nThis error occurs when a NoneType variable is being accessed like a class, for example None.some_function(). It may be difficult to identify where the NoneType is coming from, but here are some possible causes:\n\nCheck that your helper functions always end with a return statement and that the result is expected!\npandas’ inplace= argument allows us to simplify code; instead of reassigning df = df.an_operation(inplace=False), you can choose to shorten the operation as df.an_operation(inplace=True). Note that any inplace=True argument modifies the DataFrame and returns nothing (read more about it in this stack overflow post). Both df = df.an_operation(inplace=True) and df.an_operation(inplace=True).another_operation() will result in this TypeError.\n\nCheck the return type of all functions you end up using. For example, np.append(arr_1, arr_2) returns a NumPy array. In contrast, Python’s .append function mutates the iterable and returns None. If you are unsure of what data type is being returned, looking up the documentation of the function , adding print statements, using type(some_function(input) are all useful ways to debug your code.",
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-    "text": "Question 5 is a challenging question that mirrors a lot of data science work in the real world: cleaning, exploring, and transforming data; fitting a model, working with a pre-defined pipeline and evaluating your model’s performance. Here are some general debugging tips to make the process easier:\n\nSeparate small tasks into helper functions, especially if you will execute them multiple times. For example, a helper function that one-hot encodes a categorical variable may be helpful as you could perform it on multiple such columns. If you’re parsing a column with RegEx, it also might be a good idea to separate it to a helper function. This allows you to verify that you’re not making errors in these small tasks and prevents unknown bugs from appearing.\nFeel free to make new cells to play with the data! As long as you delete them afterward, it will not affect the autograder.\nThe feature_engine_final function looks daunting at first, but start small. First, try and implement a model with a single feature to get familiar with how the pipeline works, then slowly experiment with adding one feature at a time and see how that affects your training RMSE.\n\n\n\n\nYour model is likely overfitting to the training data and does not generalize to the test set. Recall the bias-variance tradeoff discussed in lecture. As you add more features and make your model more complex, it is expected that your training error will decrease. Your validation and test error may also decrease initially, but if your model is too complex, you end up with high validation and test RMSE.\n\n\n\nTo decrease model complexity, consider visualizing the relationship between the features you’ve chosen with the (Log) Sale Price and removing features that are not highly correlated. Removing outliers can also help your model generalize better and prevent it from fitting to noise in the data. Methods like cross-validation allow you to get a better sense of where you lie along the validation error curve. Feel free to take a look at the code used in Lecture 16 if you’re confused on how to implement cross-validation.\n\n\n\nIf you’re passing the tests for question 5d but getting this error in question 5f, then your Y variable is likely a DataFrame, not a Series. sklearn models like LinearRegression expect X to be a 2D datatype (ie. DataFrame, 2D NumPy array) and Y to be a 1D datatype (ie. Series, 1D NumPy array).\n\n\n\nKeyErrors are raised when a column name does not exist in your DataFrame. You could be getting this error because:\n\nThe test set does not contain a \"(Log) Sale Price\" as that’s what we’re trying to predict. Make sure you only reference the \"(Log) Sale Price\" column when working with training data (is_test_set=False).\nYou dropped the \"Sale Price\" column twice in your preprocessing code.\n\n\n\n\nThis error occurs if your final design matric contains non-numeric columns. For example, if you simply run X = data.drop(columns = [\"Log Sale Price\", \"Sale Price\"]), all the non-numeric columns of data are still included in X and you will see this error message. The fit function of a lm.LinearRegression object can take a pandas DataFrame as the X argument, but requires that the DataFrame is only composed of numeric values.\n\n\n\nThe reason why your X data contains infinity is likely because you are taking the logarithm of 0 somewhere in your code. To prevent this, try:\n\nAdding a small number to the features that you want to perform the log transformation on so that all values are positive and greater than 0. Note that whatever value you add to your train data should also be added to your test data.\nRemoving zeroes before taking the logarithm. Note that this is only possible on the training data as you cannot drop rows from the test set.\n\n\n\n\nThe reason why your design matrix X contains NaN values is likely because you take the log of a negative number somewhere in your code. To prevent this, try:\n\nShifting the range of values for features that you want to perform the logging operation on to positive values greater than 0. Note that whatever value you add to your train data should also be added to your test data.\nRemoving negative values before taking the log. Note that this is only possible on the training data as you cannot drop rows from the test set.\n\n\n\n\nThis error is followed by one or both of the following:\nFeature names unseen at fit time:\n- FEATURE NAME 1\n- FEATURE NAME 2\n  ...\n\nFeature names seen at fit time, yet now missing\n- FEATURE NAME 1\n- FEATURE NAME 2\n  ...\nThis error occurs if the columns/features you’re passing in for the test dataset aren’t the same as the features you used to train the model. sklearn’s models expect the testing data’s column names to match the training data’s. The features listed under Feature names unseen at fit time are columns that were present in the training data but not the testing data, and features listed under Feature names seen at fit time, yet now missing were present in the testing data but not the training data.\nPotential causes for this error:\n\nYour preprocessing for X is different for training and testing. Double-check your code in feature_engine_final! Besides removing any references to 'Sale Price' and code that would remove rows from the test set, your preprocessing should be the same.\nSome one-hot-encoded categories are present in training but not in testing (or vice versa). For example, let’s say that the feature \"Data100\" has categories “A”, “B”, “C”, and “D”. If “A”, “B”, and “C” are present in the training data, but “B”, “C”, and “D” are present in the testing data, you will get this error:\nThe feature names should match those that were passed during fit. Feature names unseen at fit time:\n- Data100_D\n  ...\n\nFeature names seen at fit time, yet now missing\n- Data100_A\n\n\n\n\nThis error occurs when you attempt to perform an operation on two NumPy arrays with mismatched dimensions. For example, np.ones(100000) - np.ones(1000000) is not defined since you cannot perform elementwise addition on arrays with different lengths. Use the error traceback to identify which line is erroring, and print out the shape of the arrays on the line before using .shape.\n\n\n\nThis error occurs when a NoneType variable is being accessed like a class, for example None.some_function(). It may be difficult to identify where the NoneType is coming from, but here are some possible causes:\n\nCheck that your helper functions always end with a return statement and that the result is expected!\npandas’ inplace= argument allows us to simplify code; instead of reassigning df = df.an_operation(inplace=False), you can choose to shorten the operation as df.an_operation(inplace=True). Note that any inplace=True argument modifies the DataFrame and returns nothing (read more about it in this stack overflow post). Both df = df.an_operation(inplace=True) and df.an_operation(inplace=True).another_operation() will result in this TypeError.\n\nCheck the return type of all functions you end up using. For example, np.append(arr_1, arr_2) returns a NumPy array. In contrast, Python’s .append function mutates the iterable and returns None. If you are unsure of what data type is being returned, looking up the documentation of the function , adding print statements, using type(some_function(input) are all useful ways to debug your code."
+    "text": "Question 5 is a challenging question that mirrors a lot of data science work in the real world: cleaning, exploring, and transforming data; fitting a model, working with a pre-defined pipeline and evaluating your model’s performance. Here are some general debugging tips to make the process easier:\n\nSeparate small tasks into helper functions, especially if you will execute them multiple times. For example, a helper function that one-hot encodes a categorical variable may be helpful as you could perform it on multiple such columns. If you’re parsing a column with RegEx, it also might be a good idea to separate it to a helper function. This allows you to verify that you’re not making errors in these small tasks and prevents unknown bugs from appearing.\nFeel free to make new cells to play with the data! As long as you delete them afterward, it will not affect the autograder.\nThe feature_engine_final function looks daunting at first, but start small. First, try and implement a model with a single feature to get familiar with how the pipeline works, then slowly experiment with adding one feature at a time and see how that affects your training RMSE.\n\n\n\n\nYour model is likely overfitting to the training data and does not generalize to the test set. Recall the bias-variance tradeoff discussed in lecture. As you add more features and make your model more complex, it is expected that your training error will decrease. Your validation and test error may also decrease initially, but if your model is too complex, you end up with high validation and test RMSE.\n\n\n\nTo decrease model complexity, consider visualizing the relationship between the features you’ve chosen with the (Log) Sale Price and removing features that are not highly correlated. Removing outliers can also help your model generalize better and prevent it from fitting to noise in the data. Methods like cross-validation allow you to get a better sense of where you lie along the validation error curve. Feel free to take a look at the code used in Lecture 16 if you’re confused on how to implement cross-validation.\n\n\n\nIf you’re passing the tests for question 5d but getting this error in question 5f, then your Y variable is likely a DataFrame, not a Series. sklearn models like LinearRegression expect X to be a 2D datatype (ie. DataFrame, 2D NumPy array) and Y to be a 1D datatype (ie. Series, 1D NumPy array).\n\n\n\nKeyErrors are raised when a column name does not exist in your DataFrame. You could be getting this error because:\n\nThe test set does not contain a \"(Log) Sale Price\" as that’s what we’re trying to predict. Make sure you only reference the \"(Log) Sale Price\" column when working with training data (is_test_set=False).\nYou dropped the \"Sale Price\" column twice in your preprocessing code.\n\n\n\n\nThis error occurs if your final design matric contains non-numeric columns. For example, if you simply run X = data.drop(columns = [\"Log Sale Price\", \"Sale Price\"]), all the non-numeric columns of data are still included in X and you will see this error message. The fit function of a lm.LinearRegression object can take a pandas DataFrame as the X argument, but requires that the DataFrame is only composed of numeric values.\n\n\n\nThe reason why your X data contains infinity is likely because you are taking the logarithm of 0 somewhere in your code. To prevent this, try:\n\nAdding a small number to the features that you want to perform the log transformation on so that all values are positive and greater than 0. Note that whatever value you add to your train data should also be added to your test data.\nRemoving zeroes before taking the logarithm. Note that this is only possible on the training data as you cannot drop rows from the test set.\n\n\n\n\nThe reason why your design matrix X contains NaN values is likely because you take the log of a negative number somewhere in your code. To prevent this, try:\n\nShifting the range of values for features that you want to perform the logging operation on to positive values greater than 0. Note that whatever value you add to your train data should also be added to your test data.\nRemoving negative values before taking the log. Note that this is only possible on the training data as you cannot drop rows from the test set.\n\n\n\n\nThis error is followed by one or both of the following:\nFeature names unseen at fit time:\n- FEATURE NAME 1\n- FEATURE NAME 2\n  ...\n\nFeature names seen at fit time, yet now missing\n- FEATURE NAME 1\n- FEATURE NAME 2\n  ...\nThis error occurs if the columns/features you’re passing in for the test dataset aren’t the same as the features you used to train the model. sklearn’s models expect the testing data’s column names to match the training data’s. The features listed under Feature names unseen at fit time are columns that were present in the training data but not the testing data, and features listed under Feature names seen at fit time, yet now missing were present in the testing data but not the training data.\nPotential causes for this error:\n\nYour preprocessing for X is different for training and testing. Double-check your code in feature_engine_final! Besides removing any references to 'Sale Price' and code that would remove rows from the test set, your preprocessing should be the same.\nSome one-hot-encoded categories are present in training but not in testing (or vice versa). For example, let’s say that the feature \"Data100\" has categories “A”, “B”, “C”, and “D”. If “A”, “B”, and “C” are present in the training data, but “B”, “C”, and “D” are present in the testing data, you will get this error:\nThe feature names should match those that were passed during fit. Feature names unseen at fit time:\n- Data100_D\n  ...\n\nFeature names seen at fit time, yet now missing\n- Data100_A\n\n\n\n\nThis error occurs when you attempt to perform an operation on two NumPy arrays with mismatched dimensions. For example, np.ones(100000) - np.ones(1000000) is not defined since you cannot perform elementwise addition on arrays with different lengths. Use the error traceback to identify which line is erroring, and print out the shape of the arrays on the line before using .shape.\n\n\n\nThis error occurs when a NoneType variable is being accessed like a class, for example None.some_function(). It may be difficult to identify where the NoneType is coming from, but here are some possible causes:\n\nCheck that your helper functions always end with a return statement and that the result is expected!\npandas’ inplace= argument allows us to simplify code; instead of reassigning df = df.an_operation(inplace=False), you can choose to shorten the operation as df.an_operation(inplace=True). Note that any inplace=True argument modifies the DataFrame and returns nothing (read more about it in this stack overflow post). Both df = df.an_operation(inplace=True) and df.an_operation(inplace=True).another_operation() will result in this TypeError.\n\nCheck the return type of all functions you end up using. 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-    "text": "Question 6\n\nI’m getting negative values for the prop_overest plot\nNote that in the function body, the skeleton code includes:\n# DO NOT MODIFY THESE TWO LINES\n    if subset_df.shape[0] == 0:\n        return -1\nThe above two lines of code are included to avoid dividing by 0 when computing prop_overest in the case that subset_df does not have any rows. When interpreting the plots, you can disregard the negative portions as you know they are invalid values corresponding to this edge case. You can verify this by observing that your RMSE plot does not display the corresponding intervals."
+    "text": "Question 6\n\nI’m getting negative values for the prop_overest plot\nNote that in the function body, the skeleton code includes:\n# DO NOT MODIFY THESE TWO LINES\n    if subset_df.shape[0] == 0:\n        return -1\nThe above two lines of code are included to avoid dividing by 0 when computing prop_overest in the case that subset_df does not have any rows. When interpreting the plots, you can disregard the negative portions as you know they are invalid values corresponding to this edge case. You can verify this by observing that your RMSE plot does not display the corresponding intervals.",
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-    "text": "Gradescope/Pensieve\n\nI don’t have many Gradescope/Pensieve submissions left\nIf you’re almost out of Gradescope submissions, try using k-fold cross-validation to check the accuracy of your model. Results from cross-validation will be closer to the test set accuracy than results from the training data. Feel free to take a look at the code used in Lecture 16 if you’re confused on how to implement cross-validation.\n\n\n“Wrong number of lines ( ** instead of ** )”\nThis occurs when you remove outliers when preprocessing the testing data. Please do not remove any outliers from your test set. You may only remove outliers in training data.\n\n\nMy code runs locally, but it fails for every question after a certain point\nSee Why do I see multiple NameError: name ___ is not defined errors for all questions after a certain point on Gradescope/Pensieve?"
+    "text": "Gradescope/Pensieve\n\nI don’t have many Gradescope/Pensieve submissions left\nIf you’re almost out of Gradescope submissions, try using k-fold cross-validation to check the accuracy of your model. Results from cross-validation will be closer to the test set accuracy than results from the training data. Feel free to take a look at the code used in Lecture 16 if you’re confused on how to implement cross-validation.\n\n\n“Wrong number of lines ( ** instead of ** )”\nThis occurs when you remove outliers when preprocessing the testing data. Please do not remove any outliers from your test set. You may only remove outliers in training data.\n\n\nMy code runs locally, but it fails for every question after a certain point\nSee Why do I see multiple NameError: name ___ is not defined errors for all questions after a certain point on Gradescope/Pensieve?",
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-    "text": "Visualizations are how data scientists use to communicate their insights to the world. In the process of making a good visualization, be it while adding a legend or setting the x-axis label, we may run into some errors. Let’s take a look at how to resolve them below!"
+    "text": "Visualizations are how data scientists use to communicate their insights to the world. In the process of making a good visualization, be it while adding a legend or setting the x-axis label, we may run into some errors. Let’s take a look at how to resolve them below!",
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     "section": "The y-axis of my histplot shows the count, not the density",
-    "text": "The y-axis of my histplot shows the count, not the density\nLook into the sns.histplot documentation and see what arguments the stat parameter takes in. By default, stat=count, and the number of elements in each histogram bin is the y axis. But if you wanted to normalize the distribution such that the total area is 1, consider passing stat=density into the plot function."
+    "text": "The y-axis of my histplot shows the count, not the density\nLook into the sns.histplot documentation and see what arguments the stat parameter takes in. By default, stat=count, and the number of elements in each histogram bin is the y axis. But if you wanted to normalize the distribution such that the total area is 1, consider passing stat=density into the plot function.",
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     "section": "I’m having trouble labeling the axes/title of my graph",
-    "text": "I’m having trouble labeling the axes/title of my graph\nTo label the axes and title of a graph, we use the following syntax:\nplt.xlabel(“x axis name”) \nplt.ylabel(“y axis name”) \nplt.title(“graph title”) \nWhere plt.xlabel, plt.ylabel, and plt.title are matplotlib functions that we call.\nHowever, we often see students use the following incorrect syntax to try and label their plot:\nplt.xlabel = \"x name\"\nplt.ylabel = \"y name\"\nplt.title = \"graph title\"\nNow, instead of plt.xlabel, plt.ylabel, and plt.title being functions, they are strings. Trying to call one of the labelling function using the correct syntax in the next few cells (ie.plt.xlabel(“x name”)) will result in a TypeError: str object is not callable. If this happens to you, comb through your notebook and look for places when you used the incorrect syntax. After fixing it, restart your kernel and rerun your cells."
+    "text": "I’m having trouble labeling the axes/title of my graph\nTo label the axes and title of a graph, we use the following syntax:\nplt.xlabel(“x axis name”) \nplt.ylabel(“y axis name”) \nplt.title(“graph title”) \nWhere plt.xlabel, plt.ylabel, and plt.title are matplotlib functions that we call.\nHowever, we often see students use the following incorrect syntax to try and label their plot:\nplt.xlabel = \"x name\"\nplt.ylabel = \"y name\"\nplt.title = \"graph title\"\nNow, instead of plt.xlabel, plt.ylabel, and plt.title being functions, they are strings. Trying to call one of the labelling function using the correct syntax in the next few cells (ie.plt.xlabel(“x name”)) will result in a TypeError: str object is not callable. If this happens to you, comb through your notebook and look for places when you used the incorrect syntax. After fixing it, restart your kernel and rerun your cells.",
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     "section": "My sns.lineplot has an unwanted shaded region around the solid lines.",
-    "text": "My sns.lineplot has an unwanted shaded region around the solid lines.\n\nNote: the following examples are taken from sns.lineplot’s documentation.\n\nsns.lineplot gives us a clean line when each x value has one y value. For example, the table\n\n\n\nYear\nMay\n\n\n\n\n1948\n120\n\n\n1949\n122\n\n\n1950\n123\n\n\n\\(\\vdots\\)\n\\(\\vdots\\)\n\n\n\nwill give us a clean plot because each year corresponds to a single “Number of Flights in May” value.\n\n\n\n\nWhen each x value has multiple y values, sns.lineplot will automatically plot a shaded region around the solid line, where the solid line is the mean of the y values for that x value (think of a groupby on x aggregated by .mean() on y) and the shaded region is the 95% confidence interval (read more about confidence intervals in the Data 8 textbook). For example, the table\n\n\n\nYear\nMay\n\n\n\n\n1948\n115\n\n\n1948\n120\n\n\n1948\n125\n\n\n1949\n118\n\n\n1949\n122\n\n\n1949\n126\n\n\n\\(\\vdots\\)\n\\(\\vdots\\)\n\n\n\nwill plot a lineplot with a shaded region.\n\n\n\n\nIf you do not want the shaded region, aggregate the data such that there is only one y-value for a given x-value; then, make the plot."
+    "text": "My sns.lineplot has an unwanted shaded region around the solid lines.\n\nNote: the following examples are taken from sns.lineplot’s documentation.\n\nsns.lineplot gives us a clean line when each x value has one y value. For example, the table\n\n\n\nYear\nMay\n\n\n\n\n1948\n120\n\n\n1949\n122\n\n\n1950\n123\n\n\n\\(\\vdots\\)\n\\(\\vdots\\)\n\n\n\nwill give us a clean plot because each year corresponds to a single “Number of Flights in May” value.\n\n\n\n\nWhen each x value has multiple y values, sns.lineplot will automatically plot a shaded region around the solid line, where the solid line is the mean of the y values for that x value (think of a groupby on x aggregated by .mean() on y) and the shaded region is the 95% confidence interval (read more about confidence intervals in the Data 8 textbook). For example, the table\n\n\n\nYear\nMay\n\n\n\n\n1948\n115\n\n\n1948\n120\n\n\n1948\n125\n\n\n1949\n118\n\n\n1949\n122\n\n\n1949\n126\n\n\n\\(\\vdots\\)\n\\(\\vdots\\)\n\n\n\nwill plot a lineplot with a shaded region.\n\n\n\n\nIf you do not want the shaded region, aggregate the data such that there is only one y-value for a given x-value; then, make the plot.",
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-    "text": "About\nThis text offers pointers for keyboard shortcuts or common mistakes that accompany the coursework in the Summer 2025 Edition of the UC Berkeley course Data 100: Principles and Techniques of Data Science.\nInspiration for this guide was taken from the UC San Diego course DSC 10: Principles of Data Science and their debugging guide.\nIf you spot any typos or would like to suggest any changes, please email us at data100.instructors@berkeley.edu."
+    "text": "This text offers pointers for keyboard shortcuts or common mistakes that accompany the coursework in the Summer 2025 Edition of the UC Berkeley course Data 100: Principles and Techniques of Data Science.\nInspiration for this guide was taken from the UC San Diego course DSC 10: Principles of Data Science and their debugging guide.\nIf you spot any typos or would like to suggest any changes, please email us at data100.instructors@berkeley.edu.\n\n\nIn alphabetical order, Yash Dave, Emrie Loh, Lillian Weng, and Wesley Zheng.",
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-    "text": "pandas errors can look red, scary, and very long. Fortunately, we don’t need to understand the entire thing! The most important parts of an error message are at the top, which tells you which line of code is causing the issue, and at the bottom, which tells you exactly what the error message is.\n\n\n\n\nThis note is (mostly) structured around the error messages that show up at the bottom."
+    "text": "pandas errors can look red, scary, and very long. Fortunately, we don’t need to understand the entire thing! The most important parts of an error message are at the top, which tells you which line of code is causing the issue, and at the bottom, which tells you exactly what the error message is.\n\n\n\n\nThis note is (mostly) structured around the error messages that show up at the bottom.",
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-    "text": "pandas errors can look red, scary, and very long. Fortunately, we don’t need to understand the entire thing! The most important parts of an error message are at the top, which tells you which line of code is causing the issue, and at the bottom, which tells you exactly what the error message is.\n\n\n\n\nThis note is (mostly) structured around the error messages that show up at the bottom."
+    "text": "pandas errors can look red, scary, and very long. Fortunately, we don’t need to understand the entire thing! The most important parts of an error message are at the top, which tells you which line of code is causing the issue, and at the bottom, which tells you exactly what the error message is.\n\n\n\n\nThis note is (mostly) structured around the error messages that show up at the bottom.",
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     "section": "My code is taking a really long time to run",
-    "text": "My code is taking a really long time to run\nIt is normal for a cell to take a few seconds – sometimes a few minutes – to run. If it’s is taking too long, however, you have several options:\n\nTry restarting the kernel. Sometimes, Datahub glitches or lags, causing the code to run slower than expected. Restarting the kernel should fix this problem, but if the cell is still taking a while to run, it is likely a problem with your code.\nScrutinize your code. Am I using too many for loops? Is there a repeated operation that I can substitute with a pandas function?"
+    "text": "My code is taking a really long time to run\nIt is normal for a cell to take a few seconds – sometimes a few minutes – to run. If it’s is taking too long, however, you have several options:\n\nTry restarting the kernel. Sometimes, Datahub glitches or lags, causing the code to run slower than expected. Restarting the kernel should fix this problem, but if the cell is still taking a while to run, it is likely a problem with your code.\nScrutinize your code. Am I using too many for loops? Is there a repeated operation that I can substitute with a pandas function?",
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     "section": "Why is it generally better avoid using loops or list comprehensions when possible?",
-    "text": "Why is it generally better avoid using loops or list comprehensions when possible?\nIn one word: performance. NumPy and pandas functions are optimized to handle large amounts of data in an efficient manner. Even for simple operations, like the elementwise addition of two arrays, NumPy arrays are much faster and scale better (feel free to experiment with this yourself using %%time). This is why we encourage you to vectorize your code (ie. using NumPy arrays, Series, or DataFrames instead of Python lists) and use in-built NumPy/pandas functions wherever possible."
+    "text": "Why is it generally better avoid using loops or list comprehensions when possible?\nIn one word: performance. NumPy and pandas functions are optimized to handle large amounts of data in an efficient manner. Even for simple operations, like the elementwise addition of two arrays, NumPy arrays are much faster and scale better (feel free to experiment with this yourself using %%time). This is why we encourage you to vectorize your code (ie. using NumPy arrays, Series, or DataFrames instead of Python lists) and use in-built NumPy/pandas functions wherever possible.",
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-    "text": "KeyErrors\n\nKeyError: 'column_name'\nThis error usually happens when we have a DataFame called df, and we’re trying to do an operation on a column 'column_name' that does not exist. If you encounter this error, double check that you’re operating on the right column. It might be a good idea to display df and see what it looks like. You could also call df.columns to list all the columns in df."
+    "text": "KeyErrors\n\nKeyError: 'column_name'\nThis error usually happens when we have a DataFame called df, and we’re trying to do an operation on a column 'column_name' that does not exist. If you encounter this error, double check that you’re operating on the right column. It might be a good idea to display df and see what it looks like. You could also call df.columns to list all the columns in df.",
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-    "text": "TypeErrors\n\nTypeError: '___' object is not callable\nThis often happens when you use a default keyword (like str, list, range, bool, sum, or max) as a variable name, for instance:\nsum = 1 + 2 + 3\nThese errors can be tricky because they don’t error on their own but cause problems when we try to use the name sum (for example) later on in the notebook.\nTo fix the issue, identify any such lines of code (Ctrl+F on “sum =” for example), change your variable names to be something more informative, and restart your notebook.\nPython keywords like str and list appear in green text, so be on the lookout if any of your variable names appear in green!\n\n\nTypeError: could not convert string to a float\nThis error often occurs when we try to do math operations (ie. sum, average, min, max) on a DataFrame column or Series that contains strings instead of numbers (note that we can do math operations with booleans; Python treats True as 1 and False as 0).\nDouble check that the column you’re interested in is a numerical type (int, float, or double). If it looks like a number, but you’re still getting this error, you can use .astype(...) (documentation) to change the datatype of a DataFrame or Series.\n\n\nTypeError: Could not convert &lt;string&gt; to numeric\nRelated to the above (but distinct), you may run into this error when performing a numeric aggregation function (like mean or sum functions that take integer arguments) after doing a groupby operation on a DataFrame with non-numeric columns.\nWorking with the elections dataset for example,\nelections.groupby('Year').agg('mean')\nwould error because pandas cannot compute the mean of the names of presidents. There are three ways to get around this:\n\nSelect only the numeric columns you are interested in before applying the aggregation function. In the above case, both elections.groupby('Year')['Popular Vote'] or elections['Popular vote'].groupby('Year') would work.\nSetting the numeric_only argument to True in the .agg call, thereby applying the aggregation function only to numeric columns. For example, elections.groupby('Year').agg('mean', numeric_only=True).\nPassing in a dictionary to .agg where you specify the column you are applying a particular aggregation function to. Continuing the same example, this looks like elections.groupby('Year').agg({'Popular vote' : 'mean').\n\n\n\nTypeError: 'NoneType' object is not subscriptable / AttributeError: 'NoneType' object has no attribute 'shape'\nThis usually occurs as you assign a None value to a variable, then try to either index into or access some attribute of that variable. For Python functions like append and extend, you do not need to do any variable assignment because they mutate the variable directly and return None. Assigning None tends to happen as a result of code like:\nsome_list = some_list.append(element)\nIn contrast, an operation like np.append does not mutate the variable in place and, instead, returns a copy. In these cases, (re)assignment is necessary:\nsome_array = np.append(some_array, element)\n\n\nTypeError: 'int'/'float' object is not subscriptable\nThis occurs when you try and index into an integer or other numeric Python data type. It can be confusing to debug amidst a muddle of code, but you can use the error message to identify which variable is causing this error. Using type(var_name) to check the data type of the variable in question can be a good starting point."
+    "text": "TypeErrors\n\nTypeError: '___' object is not callable\nThis often happens when you use a default keyword (like str, list, range, bool, sum, or max) as a variable name, for instance:\nsum = 1 + 2 + 3\nThese errors can be tricky because they don’t error on their own but cause problems when we try to use the name sum (for example) later on in the notebook.\nTo fix the issue, identify any such lines of code (Ctrl+F on “sum =” for example), change your variable names to be something more informative, and restart your notebook.\nPython keywords like str and list appear in green text, so be on the lookout if any of your variable names appear in green!\n\n\nTypeError: could not convert string to a float\nThis error often occurs when we try to do math operations (ie. sum, average, min, max) on a DataFrame column or Series that contains strings instead of numbers (note that we can do math operations with booleans; Python treats True as 1 and False as 0).\nDouble check that the column you’re interested in is a numerical type (int, float, or double). If it looks like a number, but you’re still getting this error, you can use .astype(...) (documentation) to change the datatype of a DataFrame or Series.\n\n\nTypeError: Could not convert &lt;string&gt; to numeric\nRelated to the above (but distinct), you may run into this error when performing a numeric aggregation function (like mean or sum functions that take integer arguments) after doing a groupby operation on a DataFrame with non-numeric columns.\nWorking with the elections dataset for example,\nelections.groupby('Year').agg('mean')\nwould error because pandas cannot compute the mean of the names of presidents. There are three ways to get around this:\n\nSelect only the numeric columns you are interested in before applying the aggregation function. In the above case, both elections.groupby('Year')['Popular Vote'] or elections['Popular vote'].groupby('Year') would work.\nSetting the numeric_only argument to True in the .agg call, thereby applying the aggregation function only to numeric columns. For example, elections.groupby('Year').agg('mean', numeric_only=True).\nPassing in a dictionary to .agg where you specify the column you are applying a particular aggregation function to. Continuing the same example, this looks like elections.groupby('Year').agg({'Popular vote' : 'mean').\n\n\n\nTypeError: 'NoneType' object is not subscriptable / AttributeError: 'NoneType' object has no attribute 'shape'\nThis usually occurs as you assign a None value to a variable, then try to either index into or access some attribute of that variable. For Python functions like append and extend, you do not need to do any variable assignment because they mutate the variable directly and return None. Assigning None tends to happen as a result of code like:\nsome_list = some_list.append(element)\nIn contrast, an operation like np.append does not mutate the variable in place and, instead, returns a copy. In these cases, (re)assignment is necessary:\nsome_array = np.append(some_array, element)\n\n\nTypeError: 'int'/'float' object is not subscriptable\nThis occurs when you try and index into an integer or other numeric Python data type. It can be confusing to debug amidst a muddle of code, but you can use the error message to identify which variable is causing this error. Using type(var_name) to check the data type of the variable in question can be a good starting point.",
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-    "text": "IndexErrors\n\nIndexError: invalid index to scalar variable.\nThis error is similar to the last TypeError in the previous section. However, it is slightly different in that scalar variables come up in the context of NumPy data types which have slightly different attributes.\nFor a concrete example, if you defined\nnumpy_arr = np.array([1])\nand indexed into it twice (numpy_arr[0][0]), you would get the above error. Unlike a Python integer whose type is int, type(numpy_arr[0]) returns the NumPy version of an integer, numpy.int64. Additionally, you can check the data type by accessing the .dtype attribute of NumPy array (numpy_arr.dtype) or scalar variable (numpy_arr[0].dtype).\n\n\nIndexError: index _ is out of bounds for axis _ with size _\nThis error usually happens when you try to index a value that’s greater than the size of the array/list/DataFrame/Series. For example,\nsome_list = [2, 4, 6, 8]\nsome_list has a length of 4. Trying some_list[6] will error because index 6 is greater than the length of the array. Note that some_list[4] will also cause an IndexError because Python and pandas uses zero indexing, which means that the first element has index 0, the second element has index 1, etc.; some_list[4] would grab the fifth element, which is impossible when the list only has 4 elements."
+    "text": "IndexErrors\n\nIndexError: invalid index to scalar variable.\nThis error is similar to the last TypeError in the previous section. However, it is slightly different in that scalar variables come up in the context of NumPy data types which have slightly different attributes.\nFor a concrete example, if you defined\nnumpy_arr = np.array([1])\nand indexed into it twice (numpy_arr[0][0]), you would get the above error. Unlike a Python integer whose type is int, type(numpy_arr[0]) returns the NumPy version of an integer, numpy.int64. Additionally, you can check the data type by accessing the .dtype attribute of NumPy array (numpy_arr.dtype) or scalar variable (numpy_arr[0].dtype).\n\n\nIndexError: index _ is out of bounds for axis _ with size _\nThis error usually happens when you try to index a value that’s greater than the size of the array/list/DataFrame/Series. For example,\nsome_list = [2, 4, 6, 8]\nsome_list has a length of 4. Trying some_list[6] will error because index 6 is greater than the length of the array. Note that some_list[4] will also cause an IndexError because Python and pandas uses zero indexing, which means that the first element has index 0, the second element has index 1, etc.; some_list[4] would grab the fifth element, which is impossible when the list only has 4 elements.",
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     "title": "Pandas",
     "section": "ValueErrors",
-    "text": "ValueErrors\n\nValueError: Truth value of a Series is ambiguous\nThis error could occur when you apply Python logical operators (or, and, not), which only operate on a single boolean values, to NumPy arrays or Series objects, which can contain multiple values. The fix is to use bitwise operators |, &, ~ , respectively, to allow for element-wise comparisons between values in arrays or Series.\nAlternatively, these errors could emerge due to overwriting Python keywords like bool and sum that may be used in the autograder tests, similar to what’s described here. You should follow a similar procedure of identifying the line of code erroring, checking if you’ve overwritten any Python keywords using Ctrl+F, and renaming those variables to something more informative before restarting your kernel and running the erroring tests again.\n\n\nValueError: Can only compare identically-labeled Series objects\nAs the message would suggest, this error occurs when comparing two Series objects that have different lengths. You can double check the lengths of the Series using len(series_name) or series_name.size.\n\n\nValueError: -1 is not in range / KeyError: -1\nThis error occurs when you try and index into a Series or DataFrame as you would a Python list. Unlike a list where passing an index of -1 gives the last element, pandas interprets df[-1] as an attempt to find the row corresponding to index -1 (that is, df.loc[-1]). If your intention is to pick out the last row in df, consider using integer-position based indexing by doing df.iloc[-1]. In general, to avoid ambiguity in these cases, it is also good practice to write out both the row and column indices you want with df.iloc[-1, :]."
+    "text": "ValueErrors\n\nValueError: Truth value of a Series is ambiguous\nThis error could occur when you apply Python logical operators (or, and, not), which only operate on a single boolean values, to NumPy arrays or Series objects, which can contain multiple values. The fix is to use bitwise operators |, &, ~ , respectively, to allow for element-wise comparisons between values in arrays or Series.\nAlternatively, these errors could emerge due to overwriting Python keywords like bool and sum that may be used in the autograder tests, similar to what’s described here. You should follow a similar procedure of identifying the line of code erroring, checking if you’ve overwritten any Python keywords using Ctrl+F, and renaming those variables to something more informative before restarting your kernel and running the erroring tests again.\n\n\nValueError: Can only compare identically-labeled Series objects\nAs the message would suggest, this error occurs when comparing two Series objects that have different lengths. You can double check the lengths of the Series using len(series_name) or series_name.size.\n\n\nValueError: -1 is not in range / KeyError: -1\nThis error occurs when you try and index into a Series or DataFrame as you would a Python list. Unlike a list where passing an index of -1 gives the last element, pandas interprets df[-1] as an attempt to find the row corresponding to index -1 (that is, df.loc[-1]). If your intention is to pick out the last row in df, consider using integer-position based indexing by doing df.iloc[-1]. In general, to avoid ambiguity in these cases, it is also good practice to write out both the row and column indices you want with df.iloc[-1, :].",
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diff --git a/docs/site_libs/bootstrap/bootstrap-ff63373b1067ca6f91cf1456aa1f00a2.min.css b/docs/site_libs/bootstrap/bootstrap-d279e387f5997211c97d65d1670dc95e.min.css
similarity index 84%
rename from docs/site_libs/bootstrap/bootstrap-ff63373b1067ca6f91cf1456aa1f00a2.min.css
rename to docs/site_libs/bootstrap/bootstrap-d279e387f5997211c97d65d1670dc95e.min.css
index 0738923..ee8ace6 100644
--- a/docs/site_libs/bootstrap/bootstrap-ff63373b1067ca6f91cf1456aa1f00a2.min.css
+++ b/docs/site_libs/bootstrap/bootstrap-d279e387f5997211c97d65d1670dc95e.min.css
@@ -2,11 +2,11 @@
  * Bootstrap  v5.3.1 (https://getbootstrap.com/)
  * Copyright 2011-2023 The Bootstrap Authors
  * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)
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0);--bs-navbar-toggler-icon-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'%3e%3cpath stroke='rgb%28253.26, 253.63, 253.98%29' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/%3e%3c/svg%3e")}[data-bs-theme=dark] .navbar-toggler-icon{--bs-navbar-toggler-icon-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'%3e%3cpath stroke='rgb%28253.26, 253.63, 253.98%29' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/%3e%3c/svg%3e")}.card{--bs-card-spacer-y: 1rem;--bs-card-spacer-x: 1rem;--bs-card-title-spacer-y: 0.5rem;--bs-card-title-color: ;--bs-card-subtitle-color: ;--bs-card-border-width: 1px;--bs-card-border-color: rgba(0, 0, 0, 0.175);--bs-card-border-radius: 0.25rem;--bs-card-box-shadow: ;--bs-card-inner-border-radius: calc(0.25rem - 1px);--bs-card-cap-padding-y: 0.5rem;--bs-card-cap-padding-x: 1rem;--bs-card-cap-bg: rgba(52, 58, 64, 0.25);--bs-card-cap-color: ;--bs-card-height: ;--bs-card-color: ;--bs-card-bg: #ffffff;--bs-card-img-overlay-padding: 1rem;--bs-card-group-margin: 0.75rem;position:relative;display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;min-width:0;height:var(--bs-card-height);color:var(--bs-body-color);word-wrap:break-word;background-color:var(--bs-card-bg);background-clip:border-box;border:var(--bs-card-border-width) solid var(--bs-card-border-color);border-radius:var(--bs-card-border-radius)}.card>hr{margin-right:0;margin-left:0}.card>.list-group{border-top:inherit;border-bottom:inherit}.card>.list-group:first-child{border-top-width:0;border-top-left-radius:var(--bs-card-inner-border-radius);border-top-right-radius:var(--bs-card-inner-border-radius)}.card>.list-group:last-child{border-bottom-width:0;border-bottom-right-radius:var(--bs-card-inner-border-radius);border-bottom-left-radius:var(--bs-card-inner-border-radius)}.card>.card-header+.list-group,.card>.list-group+.card-footer{border-top:0}.card-body{flex:1 1 auto;-webkit-flex:1 1 auto;padding:var(--bs-card-spacer-y) var(--bs-card-spacer-x);color:var(--bs-card-color)}.card-title{margin-bottom:var(--bs-card-title-spacer-y);color:var(--bs-card-title-color)}.card-subtitle{margin-top:calc(-0.5*var(--bs-card-title-spacer-y));margin-bottom:0;color:var(--bs-card-subtitle-color)}.card-text:last-child{margin-bottom:0}.card-link+.card-link{margin-left:var(--bs-card-spacer-x)}.card-header{padding:var(--bs-card-cap-padding-y) var(--bs-card-cap-padding-x);margin-bottom:0;color:var(--bs-card-cap-color);background-color:var(--bs-card-cap-bg);border-bottom:var(--bs-card-border-width) solid var(--bs-card-border-color)}.card-header:first-child{border-radius:var(--bs-card-inner-border-radius) var(--bs-card-inner-border-radius) 0 0}.card-footer{padding:var(--bs-card-cap-padding-y) var(--bs-card-cap-padding-x);color:var(--bs-card-cap-color);background-color:var(--bs-card-cap-bg);border-top:var(--bs-card-border-width) solid var(--bs-card-border-color)}.card-footer:last-child{border-radius:0 0 var(--bs-card-inner-border-radius) var(--bs-card-inner-border-radius)}.card-header-tabs{margin-right:calc(-0.5*var(--bs-card-cap-padding-x));margin-bottom:calc(-1*var(--bs-card-cap-padding-y));margin-left:calc(-0.5*var(--bs-card-cap-padding-x));border-bottom:0}.card-header-tabs .nav-link.active{background-color:var(--bs-card-bg);border-bottom-color:var(--bs-card-bg)}.card-header-pills{margin-right:calc(-0.5*var(--bs-card-cap-padding-x));margin-left:calc(-0.5*var(--bs-card-cap-padding-x))}.card-img-overlay{position:absolute;top:0;right:0;bottom:0;left:0;padding:var(--bs-card-img-overlay-padding);border-radius:var(--bs-card-inner-border-radius)}.card-img,.card-img-top,.card-img-bottom{width:100%}.card-img,.card-img-top{border-top-left-radius:var(--bs-card-inner-border-radius);border-top-right-radius:var(--bs-card-inner-border-radius)}.card-img,.card-img-bottom{border-bottom-right-radius:var(--bs-card-inner-border-radius);border-bottom-left-radius:var(--bs-card-inner-border-radius)}.card-group>.card{margin-bottom:var(--bs-card-group-margin)}@media(min-width: 576px){.card-group{display:flex;display:-webkit-flex;flex-flow:row wrap;-webkit-flex-flow:row wrap}.card-group>.card{flex:1 0 0%;-webkit-flex:1 0 0%;margin-bottom:0}.card-group>.card+.card{margin-left:0;border-left:0}.card-group>.card:not(:last-child){border-top-right-radius:0;border-bottom-right-radius:0}.card-group>.card:not(:last-child) .card-img-top,.card-group>.card:not(:last-child) .card-header{border-top-right-radius:0}.card-group>.card:not(:last-child) .card-img-bottom,.card-group>.card:not(:last-child) .card-footer{border-bottom-right-radius:0}.card-group>.card:not(:first-child){border-top-left-radius:0;border-bottom-left-radius:0}.card-group>.card:not(:first-child) .card-img-top,.card-group>.card:not(:first-child) .card-header{border-top-left-radius:0}.card-group>.card:not(:first-child) .card-img-bottom,.card-group>.card:not(:first-child) .card-footer{border-bottom-left-radius:0}}.accordion{--bs-accordion-color: #212529;--bs-accordion-bg: #ffffff;--bs-accordion-transition: color 0.15s ease-in-out, background-color 0.15s ease-in-out, border-color 0.15s ease-in-out, box-shadow 0.15s ease-in-out, border-radius 0.15s ease;--bs-accordion-border-color: #dee2e6;--bs-accordion-border-width: 1px;--bs-accordion-border-radius: 0.25rem;--bs-accordion-inner-border-radius: calc(0.25rem - 1px);--bs-accordion-btn-padding-x: 1.25rem;--bs-accordion-btn-padding-y: 1rem;--bs-accordion-btn-color: #212529;--bs-accordion-btn-bg: #ffffff;--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='rgb%285.2, 44, 101.2%29'%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: rgb(134, 182.5, 254);--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: rgb(5.2, 44, 101.2);--bs-accordion-active-bg: rgb(206.6, 226, 254.6)}.accordion-button{position:relative;display:flex;display:-webkit-flex;align-items:center;-webkit-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;-webkit-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='rgb%28109.8, 168, 253.8%29'%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='rgb%28109.8, 168, 253.8%29'%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: rgba(33, 37, 41, 0.75);--bs-breadcrumb-item-padding-x: 0.5rem;--bs-breadcrumb-item-active-color: rgba(33, 37, 41, 0.75);display:flex;display:-webkit-flex;flex-wrap:wrap;-webkit-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: #0d6efd;--bs-pagination-bg: #ffffff;--bs-pagination-border-width: 1px;--bs-pagination-border-color: #dee2e6;--bs-pagination-border-radius: 0.25rem;--bs-pagination-hover-color: rgb(10.4, 88, 202.4);--bs-pagination-hover-bg: #f8f9fa;--bs-pagination-hover-border-color: #dee2e6;--bs-pagination-focus-color: rgb(10.4, 88, 202.4);--bs-pagination-focus-bg: #e9ecef;--bs-pagination-focus-box-shadow: 0 0 0 0.25rem rgba(13, 110, 253, 0.25);--bs-pagination-active-color: #ffffff;--bs-pagination-active-bg: #0d6efd;--bs-pagination-active-border-color: #0d6efd;--bs-pagination-disabled-color: rgba(33, 37, 41, 0.75);--bs-pagination-disabled-bg: #e9ecef;--bs-pagination-disabled-border-color: #dee2e6;display:flex;display:-webkit-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;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-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(1px*-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: 0.5rem}.pagination-sm{--bs-pagination-padding-x: 0.5rem;--bs-pagination-padding-y: 0.25rem;--bs-pagination-font-size:0.875rem;--bs-pagination-border-radius: 0.2em}.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: #ffffff;--bs-badge-border-radius: 0.25rem;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: 1px solid var(--bs-alert-border-color);--bs-alert-border-radius: 0.25rem;--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-default{--bs-alert-color: var(--bs-default-text-emphasis);--bs-alert-bg: var(--bs-default-bg-subtle);--bs-alert-border-color: var(--bs-default-border-subtle);--bs-alert-link-color: var(--bs-default-text-emphasis)}.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: #e9ecef;--bs-progress-border-radius: 0.25rem;--bs-progress-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.075);--bs-progress-bar-color: #ffffff;--bs-progress-bar-bg: #0d6efd;--bs-progress-bar-transition: width 0.6s ease;display:flex;display:-webkit-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;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;justify-content:center;-webkit-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: #212529;--bs-list-group-bg: #ffffff;--bs-list-group-border-color: #dee2e6;--bs-list-group-border-width: 1px;--bs-list-group-border-radius: 0.25rem;--bs-list-group-item-padding-x: 1rem;--bs-list-group-item-padding-y: 0.5rem;--bs-list-group-action-color: rgba(33, 37, 41, 0.75);--bs-list-group-action-hover-color: #000;--bs-list-group-action-hover-bg: #f8f9fa;--bs-list-group-action-active-color: #212529;--bs-list-group-action-active-bg: #e9ecef;--bs-list-group-disabled-color: rgba(33, 37, 41, 0.75);--bs-list-group-disabled-bg: #ffffff;--bs-list-group-active-color: #ffffff;--bs-list-group-active-bg: #0d6efd;--bs-list-group-active-border-color: #0d6efd;display:flex;display:-webkit-flex;flex-direction:column;-webkit-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;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-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;-webkit-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;-webkit-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;-webkit-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;-webkit-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;-webkit-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;-webkit-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-default{--bs-list-group-color: var(--bs-default-text-emphasis);--bs-list-group-bg: var(--bs-default-bg-subtle);--bs-list-group-border-color: var(--bs-default-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-default-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-default-border-subtle);--bs-list-group-active-color: var(--bs-default-bg-subtle);--bs-list-group-active-bg: var(--bs-default-text-emphasis);--bs-list-group-active-border-color: var(--bs-default-text-emphasis)}.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' 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0.25rem;--bs-toast-box-shadow: 0 0.5rem 1rem rgba(0, 0, 0, 0.15);--bs-toast-header-color: rgba(33, 37, 41, 0.75);--bs-toast-header-bg: rgba(255, 255, 255, 0.85);--bs-toast-header-border-color: rgba(0, 0, 0, 0.175);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: 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#000;--bslib-color-bg: rgb(120.4, 171, 98.6);background:linear-gradient(var(--bg-gradient-deg, 140deg), #20c997 var(--bg-gradient-start, 36%), #fd7e14 var(--bg-gradient-end, 180%)) rgb(120.4,171,98.6);color:#000}.bg-gradient-teal-yellow{--bslib-color-fg: #000;--bslib-color-bg: rgb(121.2, 197.8, 93.4);background:linear-gradient(var(--bg-gradient-deg, 140deg), #20c997 var(--bg-gradient-start, 36%), #ffc107 var(--bg-gradient-end, 180%)) rgb(121.2,197.8,93.4);color:#000}.bg-gradient-teal-green{--bslib-color-fg: #000;--bslib-color-bg: rgb(29.2, 174.6, 124.2);background:linear-gradient(var(--bg-gradient-deg, 140deg), #20c997 var(--bg-gradient-start, 36%), #198754 var(--bg-gradient-end, 180%)) rgb(29.2,174.6,124.2);color:#000}.bg-gradient-teal-cyan{--bslib-color-fg: #000;--bslib-color-bg: rgb(24.4, 201.4, 186.6);background:linear-gradient(var(--bg-gradient-deg, 140deg), #20c997 var(--bg-gradient-start, 36%), #0dcaf0 var(--bg-gradient-end, 180%)) rgb(24.4,201.4,186.6);color:#000}.bg-gradient-cyan-blue{--bslib-color-fg: #000;--bslib-color-bg: rgb(13, 165.2, 245.2);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #0d6efd var(--bg-gradient-end, 180%)) rgb(13,165.2,245.2);color:#000}.bg-gradient-cyan-indigo{--bslib-color-fg: #000;--bslib-color-bg: rgb(48.6, 127.6, 240.8);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #6610f2 var(--bg-gradient-end, 180%)) rgb(48.6,127.6,240.8);color:#000}.bg-gradient-cyan-purple{--bslib-color-fg: #000;--bslib-color-bg: rgb(52.2, 147.6, 221.2);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #6f42c1 var(--bg-gradient-end, 180%)) rgb(52.2,147.6,221.2);color:#000}.bg-gradient-cyan-pink{--bslib-color-fg: #000;--bslib-color-bg: rgb(93.4, 141.6, 196.8);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #d63384 var(--bg-gradient-end, 180%)) rgb(93.4,141.6,196.8);color:#000}.bg-gradient-cyan-red{--bslib-color-fg: #000;--bslib-color-bg: rgb(95.8, 142.4, 171.6);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #dc3545 var(--bg-gradient-end, 180%)) rgb(95.8,142.4,171.6);color:#000}.bg-gradient-cyan-orange{--bslib-color-fg: #000;--bslib-color-bg: rgb(109, 171.6, 152);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #fd7e14 var(--bg-gradient-end, 180%)) rgb(109,171.6,152);color:#000}.bg-gradient-cyan-yellow{--bslib-color-fg: #000;--bslib-color-bg: rgb(109.8, 198.4, 146.8);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #ffc107 var(--bg-gradient-end, 180%)) rgb(109.8,198.4,146.8);color:#000}.bg-gradient-cyan-green{--bslib-color-fg: #000;--bslib-color-bg: rgb(17.8, 175.2, 177.6);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #198754 var(--bg-gradient-end, 180%)) rgb(17.8,175.2,177.6);color:#000}.bg-gradient-cyan-teal{--bslib-color-fg: #000;--bslib-color-bg: rgb(20.6, 201.6, 204.4);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #20c997 var(--bg-gradient-end, 180%)) rgb(20.6,201.6,204.4);color:#000}:root{--bslib-value-box-shadow: none;--bslib-value-box-border-width-auto-yes: var(--bslib-value-box-border-width-baseline);--bslib-value-box-border-width-auto-no: 0;--bslib-value-box-border-width-baseline: 1px}.bslib-value-box{border-width:var(--bslib-value-box-border-width-auto-no, var(--bslib-value-box-border-width-baseline));container-name:bslib-value-box;container-type:inline-size}.bslib-value-box.card{box-shadow:var(--bslib-value-box-shadow)}.bslib-value-box.border-auto{border-width:var(--bslib-value-box-border-width-auto-yes, var(--bslib-value-box-border-width-baseline))}.bslib-value-box.default{--bslib-value-box-bg-default: var(--bs-card-bg, #ffffff);--bslib-value-box-border-color-default: var(--bs-card-border-color, rgba(0, 0, 0, 0.175));color:var(--bslib-value-box-color);background-color:var(--bslib-value-box-bg, var(--bslib-value-box-bg-default));border-color:var(--bslib-value-box-border-color, var(--bslib-value-box-border-color-default))}.bslib-value-box .value-box-grid{display:grid;grid-template-areas:"left right";align-items:center;overflow:hidden}.bslib-value-box .value-box-showcase{height:100%;max-height:var(---bslib-value-box-showcase-max-h, 100%)}.bslib-value-box .value-box-showcase,.bslib-value-box .value-box-showcase>.html-fill-item{width:100%}.bslib-value-box[data-full-screen=true] .value-box-showcase{max-height:var(---bslib-value-box-showcase-max-h-fs, 100%)}@media screen and (min-width: 575.98px){@container bslib-value-box (max-width: 300px){.bslib-value-box:not(.showcase-bottom) .value-box-grid{grid-template-columns:1fr !important;grid-template-rows:auto auto;grid-template-areas:"top" "bottom"}.bslib-value-box:not(.showcase-bottom) .value-box-grid .value-box-showcase{grid-area:top !important}.bslib-value-box:not(.showcase-bottom) .value-box-grid .value-box-area{grid-area:bottom !important;justify-content:end}}}.bslib-value-box .value-box-area{justify-content:center;padding:1.5rem 1rem;font-size:.9rem;font-weight:500}.bslib-value-box .value-box-area *{margin-bottom:0;margin-top:0}.bslib-value-box .value-box-title{font-size:1rem;margin-top:0;margin-bottom:.5rem;font-weight:500;line-height:1.2}.bslib-value-box .value-box-title:empty::after{content:" "}.bslib-value-box .value-box-value{font-size:calc(1.29rem + 0.48vw);margin-top:0;margin-bottom:.5rem;font-weight:500;line-height:1.2}@media(min-width: 1200px){.bslib-value-box .value-box-value{font-size:1.65rem}}.bslib-value-box .value-box-value:empty::after{content:" "}.bslib-value-box .value-box-showcase{align-items:center;justify-content:center;margin-top:auto;margin-bottom:auto;padding:1rem}.bslib-value-box .value-box-showcase .bi,.bslib-value-box .value-box-showcase .fa,.bslib-value-box .value-box-showcase .fab,.bslib-value-box .value-box-showcase .fas,.bslib-value-box .value-box-showcase .far{opacity:.85;min-width:50px;max-width:125%}.bslib-value-box .value-box-showcase .bi,.bslib-value-box .value-box-showcase .fa,.bslib-value-box .value-box-showcase .fab,.bslib-value-box .value-box-showcase .fas,.bslib-value-box .value-box-showcase .far{font-size:4rem}.bslib-value-box.showcase-top-right .value-box-grid{grid-template-columns:1fr var(---bslib-value-box-showcase-w, 50%)}.bslib-value-box.showcase-top-right .value-box-grid .value-box-showcase{grid-area:right;margin-left:auto;align-self:start;align-items:end;padding-left:0;padding-bottom:0}.bslib-value-box.showcase-top-right .value-box-grid .value-box-area{grid-area:left;align-self:end}.bslib-value-box.showcase-top-right[data-full-screen=true] .value-box-grid{grid-template-columns:auto var(---bslib-value-box-showcase-w-fs, 1fr)}.bslib-value-box.showcase-top-right[data-full-screen=true] .value-box-grid>div{align-self:center}.bslib-value-box.showcase-top-right:not([data-full-screen=true]) .value-box-showcase{margin-top:0}@container bslib-value-box (max-width: 300px){.bslib-value-box.showcase-top-right:not([data-full-screen=true]) .value-box-grid .value-box-showcase{padding-left:1rem}}.bslib-value-box.showcase-left-center .value-box-grid{grid-template-columns:var(---bslib-value-box-showcase-w, 30%) auto}.bslib-value-box.showcase-left-center[data-full-screen=true] .value-box-grid{grid-template-columns:var(---bslib-value-box-showcase-w-fs, 1fr) auto}.bslib-value-box.showcase-left-center:not([data-fill-screen=true]) .value-box-grid .value-box-showcase{grid-area:left}.bslib-value-box.showcase-left-center:not([data-fill-screen=true]) .value-box-grid .value-box-area{grid-area:right}.bslib-value-box.showcase-bottom .value-box-grid{grid-template-columns:1fr;grid-template-rows:1fr var(---bslib-value-box-showcase-h, auto);grid-template-areas:"top" "bottom";overflow:hidden}.bslib-value-box.showcase-bottom .value-box-grid .value-box-showcase{grid-area:bottom;padding:0;margin:0}.bslib-value-box.showcase-bottom .value-box-grid .value-box-area{grid-area:top}.bslib-value-box.showcase-bottom[data-full-screen=true] .value-box-grid{grid-template-rows:1fr var(---bslib-value-box-showcase-h-fs, 2fr)}.bslib-value-box.showcase-bottom[data-full-screen=true] .value-box-grid .value-box-showcase{padding:1rem}[data-bs-theme=dark] .bslib-value-box{--bslib-value-box-shadow: 0 0.5rem 1rem rgb(0 0 0 / 50%)}@media(min-width: 576px){.nav:not(.nav-hidden){display:flex !important;display:-webkit-flex !important}.nav:not(.nav-hidden):not(.nav-stacked):not(.flex-column){float:none !important}.nav:not(.nav-hidden):not(.nav-stacked):not(.flex-column)>.bslib-nav-spacer{margin-left:auto !important}.nav:not(.nav-hidden):not(.nav-stacked):not(.flex-column)>.form-inline{margin-top:auto;margin-bottom:auto}.nav:not(.nav-hidden).nav-stacked{flex-direction:column;-webkit-flex-direction:column;height:100%}.nav:not(.nav-hidden).nav-stacked>.bslib-nav-spacer{margin-top:auto !important}}.bslib-card{overflow:auto}.bslib-card .card-body+.card-body{padding-top:0}.bslib-card .card-body{overflow:auto}.bslib-card .card-body p{margin-top:0}.bslib-card .card-body p:last-child{margin-bottom:0}.bslib-card .card-body{max-height:var(--bslib-card-body-max-height, none)}.bslib-card[data-full-screen=true]>.card-body{max-height:var(--bslib-card-body-max-height-full-screen, none)}.bslib-card .card-header .form-group{margin-bottom:0}.bslib-card .card-header .selectize-control{margin-bottom:0}.bslib-card .card-header .selectize-control .item{margin-right:1.15rem}.bslib-card .card-footer{margin-top:auto}.bslib-card .bslib-navs-card-title{display:flex;flex-wrap:wrap;justify-content:space-between;align-items:center}.bslib-card .bslib-navs-card-title .nav{margin-left:auto}.bslib-card .bslib-sidebar-layout:not([data-bslib-sidebar-border=true]){border:none}.bslib-card .bslib-sidebar-layout:not([data-bslib-sidebar-border-radius=true]){border-top-left-radius:0;border-top-right-radius:0}[data-full-screen=true]{position:fixed;inset:3.5rem 1rem 1rem;height:auto !important;max-height:none !important;width:auto !important;z-index:1070}.bslib-full-screen-enter{display:none;position:absolute;bottom:var(--bslib-full-screen-enter-bottom, 0.2rem);right:var(--bslib-full-screen-enter-right, 0);top:var(--bslib-full-screen-enter-top);left:var(--bslib-full-screen-enter-left);color:var(--bslib-color-fg, var(--bs-card-color));background-color:var(--bslib-color-bg, var(--bs-card-bg, var(--bs-body-bg)));border:var(--bs-card-border-width) solid var(--bslib-color-fg, var(--bs-card-border-color));box-shadow:0 2px 4px 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0);--bs-navbar-toggler-icon-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'%3e%3cpath stroke='rgb%28253.26, 253.63, 253.98%29' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/%3e%3c/svg%3e")}[data-bs-theme=dark] .navbar-toggler-icon{--bs-navbar-toggler-icon-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'%3e%3cpath stroke='rgb%28253.26, 253.63, 253.98%29' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/%3e%3c/svg%3e")}.card{--bs-card-spacer-y: 1rem;--bs-card-spacer-x: 1rem;--bs-card-title-spacer-y: 0.5rem;--bs-card-title-color: ;--bs-card-subtitle-color: ;--bs-card-border-width: 1px;--bs-card-border-color: rgba(0, 0, 0, 0.175);--bs-card-border-radius: 0.25rem;--bs-card-box-shadow: ;--bs-card-inner-border-radius: calc(0.25rem - 1px);--bs-card-cap-padding-y: 0.5rem;--bs-card-cap-padding-x: 1rem;--bs-card-cap-bg: rgba(52, 58, 64, 0.25);--bs-card-cap-color: ;--bs-card-height: ;--bs-card-color: ;--bs-card-bg: #ffffff;--bs-card-img-overlay-padding: 1rem;--bs-card-group-margin: 0.75rem;position:relative;display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;min-width:0;height:var(--bs-card-height);color:var(--bs-body-color);word-wrap:break-word;background-color:var(--bs-card-bg);background-clip:border-box;border:var(--bs-card-border-width) solid var(--bs-card-border-color);border-radius:var(--bs-card-border-radius)}.card>hr{margin-right:0;margin-left:0}.card>.list-group{border-top:inherit;border-bottom:inherit}.card>.list-group:first-child{border-top-width:0;border-top-left-radius:var(--bs-card-inner-border-radius);border-top-right-radius:var(--bs-card-inner-border-radius)}.card>.list-group:last-child{border-bottom-width:0;border-bottom-right-radius:var(--bs-card-inner-border-radius);border-bottom-left-radius:var(--bs-card-inner-border-radius)}.card>.card-header+.list-group,.card>.list-group+.card-footer{border-top:0}.card-body{flex:1 1 auto;-webkit-flex:1 1 auto;padding:var(--bs-card-spacer-y) var(--bs-card-spacer-x);color:var(--bs-card-color)}.card-title{margin-bottom:var(--bs-card-title-spacer-y);color:var(--bs-card-title-color)}.card-subtitle{margin-top:calc(-0.5*var(--bs-card-title-spacer-y));margin-bottom:0;color:var(--bs-card-subtitle-color)}.card-text:last-child{margin-bottom:0}.card-link+.card-link{margin-left:var(--bs-card-spacer-x)}.card-header{padding:var(--bs-card-cap-padding-y) var(--bs-card-cap-padding-x);margin-bottom:0;color:var(--bs-card-cap-color);background-color:var(--bs-card-cap-bg);border-bottom:var(--bs-card-border-width) solid var(--bs-card-border-color)}.card-header:first-child{border-radius:var(--bs-card-inner-border-radius) var(--bs-card-inner-border-radius) 0 0}.card-footer{padding:var(--bs-card-cap-padding-y) var(--bs-card-cap-padding-x);color:var(--bs-card-cap-color);background-color:var(--bs-card-cap-bg);border-top:var(--bs-card-border-width) solid var(--bs-card-border-color)}.card-footer:last-child{border-radius:0 0 var(--bs-card-inner-border-radius) var(--bs-card-inner-border-radius)}.card-header-tabs{margin-right:calc(-0.5*var(--bs-card-cap-padding-x));margin-bottom:calc(-1*var(--bs-card-cap-padding-y));margin-left:calc(-0.5*var(--bs-card-cap-padding-x));border-bottom:0}.card-header-tabs .nav-link.active{background-color:var(--bs-card-bg);border-bottom-color:var(--bs-card-bg)}.card-header-pills{margin-right:calc(-0.5*var(--bs-card-cap-padding-x));margin-left:calc(-0.5*var(--bs-card-cap-padding-x))}.card-img-overlay{position:absolute;top:0;right:0;bottom:0;left:0;padding:var(--bs-card-img-overlay-padding);border-radius:var(--bs-card-inner-border-radius)}.card-img,.card-img-top,.card-img-bottom{width:100%}.card-img,.card-img-top{border-top-left-radius:var(--bs-card-inner-border-radius);border-top-right-radius:var(--bs-card-inner-border-radius)}.card-img,.card-img-bottom{border-bottom-right-radius:var(--bs-card-inner-border-radius);border-bottom-left-radius:var(--bs-card-inner-border-radius)}.card-group>.card{margin-bottom:var(--bs-card-group-margin)}@media(min-width: 576px){.card-group{display:flex;display:-webkit-flex;flex-flow:row wrap;-webkit-flex-flow:row wrap}.card-group>.card{flex:1 0 0%;-webkit-flex:1 0 0%;margin-bottom:0}.card-group>.card+.card{margin-left:0;border-left:0}.card-group>.card:not(:last-child){border-top-right-radius:0;border-bottom-right-radius:0}.card-group>.card:not(:last-child) .card-img-top,.card-group>.card:not(:last-child) .card-header{border-top-right-radius:0}.card-group>.card:not(:last-child) .card-img-bottom,.card-group>.card:not(:last-child) .card-footer{border-bottom-right-radius:0}.card-group>.card:not(:first-child){border-top-left-radius:0;border-bottom-left-radius:0}.card-group>.card:not(:first-child) .card-img-top,.card-group>.card:not(:first-child) .card-header{border-top-left-radius:0}.card-group>.card:not(:first-child) .card-img-bottom,.card-group>.card:not(:first-child) .card-footer{border-bottom-left-radius:0}}.accordion{--bs-accordion-color: #212529;--bs-accordion-bg: #ffffff;--bs-accordion-transition: color 0.15s ease-in-out, background-color 0.15s ease-in-out, border-color 0.15s ease-in-out, box-shadow 0.15s ease-in-out, border-radius 0.15s ease;--bs-accordion-border-color: #dee2e6;--bs-accordion-border-width: 1px;--bs-accordion-border-radius: 0.25rem;--bs-accordion-inner-border-radius: calc(0.25rem - 1px);--bs-accordion-btn-padding-x: 1.25rem;--bs-accordion-btn-padding-y: 1rem;--bs-accordion-btn-color: #212529;--bs-accordion-btn-bg: #ffffff;--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='rgb%285.2, 44, 101.2%29'%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: rgb(134, 182.5, 254);--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: rgb(5.2, 44, 101.2);--bs-accordion-active-bg: rgb(206.6, 226, 254.6)}.accordion-button{position:relative;display:flex;display:-webkit-flex;align-items:center;-webkit-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;-webkit-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='rgb%28109.8, 168, 253.8%29'%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='rgb%28109.8, 168, 253.8%29'%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: rgba(33, 37, 41, 0.75);--bs-breadcrumb-item-padding-x: 0.5rem;--bs-breadcrumb-item-active-color: rgba(33, 37, 41, 0.75);display:flex;display:-webkit-flex;flex-wrap:wrap;-webkit-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: #0d6efd;--bs-pagination-bg: #ffffff;--bs-pagination-border-width: 1px;--bs-pagination-border-color: #dee2e6;--bs-pagination-border-radius: 0.25rem;--bs-pagination-hover-color: rgb(10.4, 88, 202.4);--bs-pagination-hover-bg: #f8f9fa;--bs-pagination-hover-border-color: #dee2e6;--bs-pagination-focus-color: rgb(10.4, 88, 202.4);--bs-pagination-focus-bg: #e9ecef;--bs-pagination-focus-box-shadow: 0 0 0 0.25rem rgba(13, 110, 253, 0.25);--bs-pagination-active-color: #ffffff;--bs-pagination-active-bg: #0d6efd;--bs-pagination-active-border-color: #0d6efd;--bs-pagination-disabled-color: rgba(33, 37, 41, 0.75);--bs-pagination-disabled-bg: #e9ecef;--bs-pagination-disabled-border-color: #dee2e6;display:flex;display:-webkit-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;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-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(1px*-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: 0.5rem}.pagination-sm{--bs-pagination-padding-x: 0.5rem;--bs-pagination-padding-y: 0.25rem;--bs-pagination-font-size:0.875rem;--bs-pagination-border-radius: 0.2em}.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: #ffffff;--bs-badge-border-radius: 0.25rem;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: 1px solid var(--bs-alert-border-color);--bs-alert-border-radius: 0.25rem;--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-default{--bs-alert-color: var(--bs-default-text-emphasis);--bs-alert-bg: var(--bs-default-bg-subtle);--bs-alert-border-color: var(--bs-default-border-subtle);--bs-alert-link-color: var(--bs-default-text-emphasis)}.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: #e9ecef;--bs-progress-border-radius: 0.25rem;--bs-progress-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.075);--bs-progress-bar-color: #ffffff;--bs-progress-bar-bg: #0d6efd;--bs-progress-bar-transition: width 0.6s ease;display:flex;display:-webkit-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;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;justify-content:center;-webkit-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: #212529;--bs-list-group-bg: #ffffff;--bs-list-group-border-color: #dee2e6;--bs-list-group-border-width: 1px;--bs-list-group-border-radius: 0.25rem;--bs-list-group-item-padding-x: 1rem;--bs-list-group-item-padding-y: 0.5rem;--bs-list-group-action-color: rgba(33, 37, 41, 0.75);--bs-list-group-action-hover-color: #000;--bs-list-group-action-hover-bg: #f8f9fa;--bs-list-group-action-active-color: #212529;--bs-list-group-action-active-bg: #e9ecef;--bs-list-group-disabled-color: rgba(33, 37, 41, 0.75);--bs-list-group-disabled-bg: #ffffff;--bs-list-group-active-color: #ffffff;--bs-list-group-active-bg: #0d6efd;--bs-list-group-active-border-color: #0d6efd;display:flex;display:-webkit-flex;flex-direction:column;-webkit-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;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-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;-webkit-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;-webkit-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;-webkit-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;-webkit-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;-webkit-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;-webkit-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-default{--bs-list-group-color: var(--bs-default-text-emphasis);--bs-list-group-bg: var(--bs-default-bg-subtle);--bs-list-group-border-color: var(--bs-default-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-default-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-default-border-subtle);--bs-list-group-active-color: var(--bs-default-bg-subtle);--bs-list-group-active-bg: var(--bs-default-text-emphasis);--bs-list-group-active-border-color: var(--bs-default-text-emphasis)}.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' 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0.25rem;--bs-toast-box-shadow: 0 0.5rem 1rem rgba(0, 0, 0, 0.15);--bs-toast-header-color: rgba(33, 37, 41, 0.75);--bs-toast-header-bg: rgba(255, 255, 255, 0.85);--bs-toast-header-border-color: rgba(0, 0, 0, 0.175);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: 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#000;--bslib-color-bg: rgb(120.4, 171, 98.6);background:linear-gradient(var(--bg-gradient-deg, 140deg), #20c997 var(--bg-gradient-start, 36%), #fd7e14 var(--bg-gradient-end, 180%)) rgb(120.4,171,98.6);color:#000}.bg-gradient-teal-yellow{--bslib-color-fg: #000;--bslib-color-bg: rgb(121.2, 197.8, 93.4);background:linear-gradient(var(--bg-gradient-deg, 140deg), #20c997 var(--bg-gradient-start, 36%), #ffc107 var(--bg-gradient-end, 180%)) rgb(121.2,197.8,93.4);color:#000}.bg-gradient-teal-green{--bslib-color-fg: #000;--bslib-color-bg: rgb(29.2, 174.6, 124.2);background:linear-gradient(var(--bg-gradient-deg, 140deg), #20c997 var(--bg-gradient-start, 36%), #198754 var(--bg-gradient-end, 180%)) rgb(29.2,174.6,124.2);color:#000}.bg-gradient-teal-cyan{--bslib-color-fg: #000;--bslib-color-bg: rgb(24.4, 201.4, 186.6);background:linear-gradient(var(--bg-gradient-deg, 140deg), #20c997 var(--bg-gradient-start, 36%), #0dcaf0 var(--bg-gradient-end, 180%)) rgb(24.4,201.4,186.6);color:#000}.bg-gradient-cyan-blue{--bslib-color-fg: #000;--bslib-color-bg: rgb(13, 165.2, 245.2);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #0d6efd var(--bg-gradient-end, 180%)) rgb(13,165.2,245.2);color:#000}.bg-gradient-cyan-indigo{--bslib-color-fg: #000;--bslib-color-bg: rgb(48.6, 127.6, 240.8);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #6610f2 var(--bg-gradient-end, 180%)) rgb(48.6,127.6,240.8);color:#000}.bg-gradient-cyan-purple{--bslib-color-fg: #000;--bslib-color-bg: rgb(52.2, 147.6, 221.2);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #6f42c1 var(--bg-gradient-end, 180%)) rgb(52.2,147.6,221.2);color:#000}.bg-gradient-cyan-pink{--bslib-color-fg: #000;--bslib-color-bg: rgb(93.4, 141.6, 196.8);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #d63384 var(--bg-gradient-end, 180%)) rgb(93.4,141.6,196.8);color:#000}.bg-gradient-cyan-red{--bslib-color-fg: #000;--bslib-color-bg: rgb(95.8, 142.4, 171.6);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #dc3545 var(--bg-gradient-end, 180%)) rgb(95.8,142.4,171.6);color:#000}.bg-gradient-cyan-orange{--bslib-color-fg: #000;--bslib-color-bg: rgb(109, 171.6, 152);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #fd7e14 var(--bg-gradient-end, 180%)) rgb(109,171.6,152);color:#000}.bg-gradient-cyan-yellow{--bslib-color-fg: #000;--bslib-color-bg: rgb(109.8, 198.4, 146.8);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #ffc107 var(--bg-gradient-end, 180%)) rgb(109.8,198.4,146.8);color:#000}.bg-gradient-cyan-green{--bslib-color-fg: #000;--bslib-color-bg: rgb(17.8, 175.2, 177.6);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #198754 var(--bg-gradient-end, 180%)) rgb(17.8,175.2,177.6);color:#000}.bg-gradient-cyan-teal{--bslib-color-fg: #000;--bslib-color-bg: rgb(20.6, 201.6, 204.4);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #20c997 var(--bg-gradient-end, 180%)) rgb(20.6,201.6,204.4);color:#000}:root{--bslib-value-box-shadow: none;--bslib-value-box-border-width-auto-yes: var(--bslib-value-box-border-width-baseline);--bslib-value-box-border-width-auto-no: 0;--bslib-value-box-border-width-baseline: 1px}.bslib-value-box{border-width:var(--bslib-value-box-border-width-auto-no, var(--bslib-value-box-border-width-baseline));container-name:bslib-value-box;container-type:inline-size}.bslib-value-box.card{box-shadow:var(--bslib-value-box-shadow)}.bslib-value-box.border-auto{border-width:var(--bslib-value-box-border-width-auto-yes, var(--bslib-value-box-border-width-baseline))}.bslib-value-box.default{--bslib-value-box-bg-default: var(--bs-card-bg, #ffffff);--bslib-value-box-border-color-default: var(--bs-card-border-color, rgba(0, 0, 0, 0.175));color:var(--bslib-value-box-color);background-color:var(--bslib-value-box-bg, var(--bslib-value-box-bg-default));border-color:var(--bslib-value-box-border-color, var(--bslib-value-box-border-color-default))}.bslib-value-box .value-box-grid{display:grid;grid-template-areas:"left right";align-items:center;overflow:hidden}.bslib-value-box .value-box-showcase{height:100%;max-height:var(---bslib-value-box-showcase-max-h, 100%)}.bslib-value-box .value-box-showcase,.bslib-value-box .value-box-showcase>.html-fill-item{width:100%}.bslib-value-box[data-full-screen=true] .value-box-showcase{max-height:var(---bslib-value-box-showcase-max-h-fs, 100%)}@media screen and (min-width: 575.98px){@container bslib-value-box (max-width: 300px){.bslib-value-box:not(.showcase-bottom) .value-box-grid{grid-template-columns:1fr !important;grid-template-rows:auto auto;grid-template-areas:"top" "bottom"}.bslib-value-box:not(.showcase-bottom) .value-box-grid .value-box-showcase{grid-area:top !important}.bslib-value-box:not(.showcase-bottom) .value-box-grid .value-box-area{grid-area:bottom !important;justify-content:end}}}.bslib-value-box .value-box-area{justify-content:center;padding:1.5rem 1rem;font-size:.9rem;font-weight:500}.bslib-value-box .value-box-area *{margin-bottom:0;margin-top:0}.bslib-value-box .value-box-title{font-size:1rem;margin-top:0;margin-bottom:.5rem;font-weight:500;line-height:1.2}.bslib-value-box .value-box-title:empty::after{content:" "}.bslib-value-box .value-box-value{font-size:calc(1.29rem + 0.48vw);margin-top:0;margin-bottom:.5rem;font-weight:500;line-height:1.2}@media(min-width: 1200px){.bslib-value-box .value-box-value{font-size:1.65rem}}.bslib-value-box .value-box-value:empty::after{content:" "}.bslib-value-box .value-box-showcase{align-items:center;justify-content:center;margin-top:auto;margin-bottom:auto;padding:1rem}.bslib-value-box .value-box-showcase .bi,.bslib-value-box .value-box-showcase .fa,.bslib-value-box .value-box-showcase .fab,.bslib-value-box .value-box-showcase .fas,.bslib-value-box .value-box-showcase .far{opacity:.85;min-width:50px;max-width:125%}.bslib-value-box .value-box-showcase .bi,.bslib-value-box .value-box-showcase .fa,.bslib-value-box .value-box-showcase .fab,.bslib-value-box .value-box-showcase .fas,.bslib-value-box .value-box-showcase .far{font-size:4rem}.bslib-value-box.showcase-top-right .value-box-grid{grid-template-columns:1fr var(---bslib-value-box-showcase-w, 50%)}.bslib-value-box.showcase-top-right .value-box-grid .value-box-showcase{grid-area:right;margin-left:auto;align-self:start;align-items:end;padding-left:0;padding-bottom:0}.bslib-value-box.showcase-top-right .value-box-grid .value-box-area{grid-area:left;align-self:end}.bslib-value-box.showcase-top-right[data-full-screen=true] .value-box-grid{grid-template-columns:auto var(---bslib-value-box-showcase-w-fs, 1fr)}.bslib-value-box.showcase-top-right[data-full-screen=true] .value-box-grid>div{align-self:center}.bslib-value-box.showcase-top-right:not([data-full-screen=true]) .value-box-showcase{margin-top:0}@container bslib-value-box (max-width: 300px){.bslib-value-box.showcase-top-right:not([data-full-screen=true]) .value-box-grid .value-box-showcase{padding-left:1rem}}.bslib-value-box.showcase-left-center .value-box-grid{grid-template-columns:var(---bslib-value-box-showcase-w, 30%) auto}.bslib-value-box.showcase-left-center[data-full-screen=true] .value-box-grid{grid-template-columns:var(---bslib-value-box-showcase-w-fs, 1fr) auto}.bslib-value-box.showcase-left-center:not([data-fill-screen=true]) .value-box-grid .value-box-showcase{grid-area:left}.bslib-value-box.showcase-left-center:not([data-fill-screen=true]) .value-box-grid .value-box-area{grid-area:right}.bslib-value-box.showcase-bottom .value-box-grid{grid-template-columns:1fr;grid-template-rows:1fr var(---bslib-value-box-showcase-h, auto);grid-template-areas:"top" "bottom";overflow:hidden}.bslib-value-box.showcase-bottom .value-box-grid .value-box-showcase{grid-area:bottom;padding:0;margin:0}.bslib-value-box.showcase-bottom .value-box-grid .value-box-area{grid-area:top}.bslib-value-box.showcase-bottom[data-full-screen=true] .value-box-grid{grid-template-rows:1fr var(---bslib-value-box-showcase-h-fs, 2fr)}.bslib-value-box.showcase-bottom[data-full-screen=true] .value-box-grid .value-box-showcase{padding:1rem}[data-bs-theme=dark] .bslib-value-box{--bslib-value-box-shadow: 0 0.5rem 1rem rgb(0 0 0 / 50%)}@media(min-width: 576px){.nav:not(.nav-hidden){display:flex !important;display:-webkit-flex !important}.nav:not(.nav-hidden):not(.nav-stacked):not(.flex-column){float:none !important}.nav:not(.nav-hidden):not(.nav-stacked):not(.flex-column)>.bslib-nav-spacer{margin-left:auto !important}.nav:not(.nav-hidden):not(.nav-stacked):not(.flex-column)>.form-inline{margin-top:auto;margin-bottom:auto}.nav:not(.nav-hidden).nav-stacked{flex-direction:column;-webkit-flex-direction:column;height:100%}.nav:not(.nav-hidden).nav-stacked>.bslib-nav-spacer{margin-top:auto !important}}.bslib-card{overflow:auto}.bslib-card .card-body+.card-body{padding-top:0}.bslib-card .card-body{overflow:auto}.bslib-card .card-body p{margin-top:0}.bslib-card .card-body p:last-child{margin-bottom:0}.bslib-card .card-body{max-height:var(--bslib-card-body-max-height, none)}.bslib-card[data-full-screen=true]>.card-body{max-height:var(--bslib-card-body-max-height-full-screen, none)}.bslib-card .card-header .form-group{margin-bottom:0}.bslib-card .card-header .selectize-control{margin-bottom:0}.bslib-card .card-header .selectize-control .item{margin-right:1.15rem}.bslib-card .card-footer{margin-top:auto}.bslib-card .bslib-navs-card-title{display:flex;flex-wrap:wrap;justify-content:space-between;align-items:center}.bslib-card .bslib-navs-card-title .nav{margin-left:auto}.bslib-card .bslib-sidebar-layout:not([data-bslib-sidebar-border=true]){border:none}.bslib-card .bslib-sidebar-layout:not([data-bslib-sidebar-border-radius=true]){border-top-left-radius:0;border-top-right-radius:0}[data-full-screen=true]{position:fixed;inset:3.5rem 1rem 1rem;height:auto !important;max-height:none !important;width:auto !important;z-index:1070}.bslib-full-screen-enter{display:none;position:absolute;bottom:var(--bslib-full-screen-enter-bottom, 0.2rem);right:var(--bslib-full-screen-enter-right, 0);top:var(--bslib-full-screen-enter-top);left:var(--bslib-full-screen-enter-left);color:var(--bslib-color-fg, var(--bs-card-color));background-color:var(--bslib-color-bg, var(--bs-card-bg, var(--bs-body-bg)));border:var(--bs-card-border-width) solid var(--bslib-color-fg, var(--bs-card-border-color));box-shadow:0 2px 4px 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0.2666666667);--quarto-scss-export-code-annotation-higlight-bg: rgba(170, 170, 170, 0.1333333333);--quarto-scss-export-table-group-separator-color: #909294;--quarto-scss-export-table-group-separator-color-lighter: rgb(210.6, 211.4, 212.2);--quarto-scss-export-link-decoration: underline;--quarto-scss-export-table-border-color: #dee2e6;--quarto-scss-export-sidebar-glass-bg: rgba(102, 102, 102, 0.4);--quarto-scss-export-gray-400: #ced4da;--quarto-scss-export-gray-700: #495057;--quarto-scss-export-black: #000;--quarto-scss-export-indigo: #6610f2;--quarto-scss-export-purple: #6f42c1;--quarto-scss-export-pink: #d63384;--quarto-scss-export-red: #dc3545;--quarto-scss-export-orange: #fd7e14;--quarto-scss-export-yellow: #ffc107;--quarto-scss-export-green: #198754;--quarto-scss-export-teal: #20c997;--quarto-scss-export-cyan: #0dcaf0;--quarto-scss-export-color-contrast-dark: #000;--quarto-scss-export-color-contrast-light: #ffffff;--quarto-scss-export-blue-100: rgb(206.6, 226, 254.6);--quarto-scss-export-blue-200: rgb(158.2, 197, 254.2);--quarto-scss-export-blue-300: rgb(109.8, 168, 253.8);--quarto-scss-export-blue-400: rgb(61.4, 139, 253.4);--quarto-scss-export-blue-500: #0d6efd;--quarto-scss-export-blue-600: rgb(10.4, 88, 202.4);--quarto-scss-export-blue-700: rgb(7.8, 66, 151.8);--quarto-scss-export-blue-800: rgb(5.2, 44, 101.2);--quarto-scss-export-blue-900: rgb(2.6, 22, 50.6);--quarto-scss-export-indigo-100: rgb(224.4, 207.2, 252.4);--quarto-scss-export-indigo-200: rgb(193.8, 159.4, 249.8);--quarto-scss-export-indigo-300: rgb(163.2, 111.6, 247.2);--quarto-scss-export-indigo-400: rgb(132.6, 63.8, 244.6);--quarto-scss-export-indigo-500: #6610f2;--quarto-scss-export-indigo-600: rgb(81.6, 12.8, 193.6);--quarto-scss-export-indigo-700: rgb(61.2, 9.6, 145.2);--quarto-scss-export-indigo-800: rgb(40.8, 6.4, 96.8);--quarto-scss-export-indigo-900: rgb(20.4, 3.2, 48.4);--quarto-scss-export-purple-100: rgb(226.2, 217.2, 242.6);--quarto-scss-export-purple-200: rgb(197.4, 179.4, 230.2);--quarto-scss-export-purple-300: rgb(168.6, 141.6, 217.8);--quarto-scss-export-purple-400: rgb(139.8, 103.8, 205.4);--quarto-scss-export-purple-500: #6f42c1;--quarto-scss-export-purple-600: rgb(88.8, 52.8, 154.4);--quarto-scss-export-purple-700: rgb(66.6, 39.6, 115.8);--quarto-scss-export-purple-800: rgb(44.4, 26.4, 77.2);--quarto-scss-export-purple-900: rgb(22.2, 13.2, 38.6);--quarto-scss-export-pink-100: rgb(246.8, 214.2, 230.4);--quarto-scss-export-pink-200: rgb(238.6, 173.4, 205.8);--quarto-scss-export-pink-300: rgb(230.4, 132.6, 181.2);--quarto-scss-export-pink-400: rgb(222.2, 91.8, 156.6);--quarto-scss-export-pink-500: #d63384;--quarto-scss-export-pink-600: rgb(171.2, 40.8, 105.6);--quarto-scss-export-pink-700: rgb(128.4, 30.6, 79.2);--quarto-scss-export-pink-800: rgb(85.6, 20.4, 52.8);--quarto-scss-export-pink-900: rgb(42.8, 10.2, 26.4);--quarto-scss-export-red-100: rgb(248, 214.6, 217.8);--quarto-scss-export-red-200: rgb(241, 174.2, 180.6);--quarto-scss-export-red-300: rgb(234, 133.8, 143.4);--quarto-scss-export-red-400: rgb(227, 93.4, 106.2);--quarto-scss-export-red-500: #dc3545;--quarto-scss-export-red-600: rgb(176, 42.4, 55.2);--quarto-scss-export-red-700: rgb(132, 31.8, 41.4);--quarto-scss-export-red-800: rgb(88, 21.2, 27.6);--quarto-scss-export-red-900: rgb(44, 10.6, 13.8);--quarto-scss-export-orange-100: rgb(254.6, 229.2, 208);--quarto-scss-export-orange-200: rgb(254.2, 203.4, 161);--quarto-scss-export-orange-300: rgb(253.8, 177.6, 114);--quarto-scss-export-orange-400: rgb(253.4, 151.8, 67);--quarto-scss-export-orange-500: #fd7e14;--quarto-scss-export-orange-600: rgb(202.4, 100.8, 16);--quarto-scss-export-orange-700: rgb(151.8, 75.6, 12);--quarto-scss-export-orange-800: rgb(101.2, 50.4, 8);--quarto-scss-export-orange-900: rgb(50.6, 25.2, 4);--quarto-scss-export-yellow-100: rgb(255, 242.6, 205.4);--quarto-scss-export-yellow-200: rgb(255, 230.2, 155.8);--quarto-scss-export-yellow-300: rgb(255, 217.8, 106.2);--quarto-scss-export-yellow-400: rgb(255, 205.4, 56.6);--quarto-scss-export-yellow-500: #ffc107;--quarto-scss-export-yellow-600: rgb(204, 154.4, 5.6);--quarto-scss-export-yellow-700: rgb(153, 115.8, 4.2);--quarto-scss-export-yellow-800: rgb(102, 77.2, 2.8);--quarto-scss-export-yellow-900: rgb(51, 38.6, 1.4);--quarto-scss-export-green-100: rgb(209, 231, 220.8);--quarto-scss-export-green-200: rgb(163, 207, 186.6);--quarto-scss-export-green-300: rgb(117, 183, 152.4);--quarto-scss-export-green-400: rgb(71, 159, 118.2);--quarto-scss-export-green-500: #198754;--quarto-scss-export-green-600: rgb(20, 108, 67.2);--quarto-scss-export-green-700: rgb(15, 81, 50.4);--quarto-scss-export-green-800: rgb(10, 54, 33.6);--quarto-scss-export-green-900: rgb(5, 27, 16.8);--quarto-scss-export-teal-100: rgb(210.4, 244.2, 234.2);--quarto-scss-export-teal-200: rgb(165.8, 233.4, 213.4);--quarto-scss-export-teal-300: rgb(121.2, 222.6, 192.6);--quarto-scss-export-teal-400: rgb(76.6, 211.8, 171.8);--quarto-scss-export-teal-500: #20c997;--quarto-scss-export-teal-600: rgb(25.6, 160.8, 120.8);--quarto-scss-export-teal-700: rgb(19.2, 120.6, 90.6);--quarto-scss-export-teal-800: rgb(12.8, 80.4, 60.4);--quarto-scss-export-teal-900: rgb(6.4, 40.2, 30.2);--quarto-scss-export-cyan-100: rgb(206.6, 244.4, 252);--quarto-scss-export-cyan-200: rgb(158.2, 233.8, 249);--quarto-scss-export-cyan-300: rgb(109.8, 223.2, 246);--quarto-scss-export-cyan-400: rgb(61.4, 212.6, 243);--quarto-scss-export-cyan-500: #0dcaf0;--quarto-scss-export-cyan-600: rgb(10.4, 161.6, 192);--quarto-scss-export-cyan-700: rgb(7.8, 121.2, 144);--quarto-scss-export-cyan-800: rgb(5.2, 80.8, 96);--quarto-scss-export-cyan-900: rgb(2.6, 40.4, 48);--quarto-scss-export-default: #dee2e6;--quarto-scss-export-secondary: #6c757d;--quarto-scss-export-success: #198754;--quarto-scss-export-info: #0dcaf0;--quarto-scss-export-warning: #ffc107;--quarto-scss-export-danger: #dc3545;--quarto-scss-export-light: #f8f9fa;--quarto-scss-export-dark: #212529;--quarto-scss-export-primary-text-emphasis: rgb(5.2, 44, 101.2);--quarto-scss-export-secondary-text-emphasis: rgb(43.2, 46.8, 50);--quarto-scss-export-success-text-emphasis: rgb(10, 54, 33.6);--quarto-scss-export-info-text-emphasis: rgb(5.2, 80.8, 96);--quarto-scss-export-warning-text-emphasis: rgb(102, 77.2, 2.8);--quarto-scss-export-danger-text-emphasis: rgb(88, 21.2, 27.6);--quarto-scss-export-light-text-emphasis: #495057;--quarto-scss-export-dark-text-emphasis: #495057;--quarto-scss-export-primary-bg-subtle: rgb(206.6, 226, 254.6);--quarto-scss-export-secondary-bg-subtle: rgb(225.6, 227.4, 229);--quarto-scss-export-success-bg-subtle: rgb(209, 231, 220.8);--quarto-scss-export-info-bg-subtle: rgb(206.6, 244.4, 252);--quarto-scss-export-warning-bg-subtle: rgb(255, 242.6, 205.4);--quarto-scss-export-danger-bg-subtle: rgb(248, 214.6, 217.8);--quarto-scss-export-light-bg-subtle: rgb(251.5, 252, 252.5);--quarto-scss-export-dark-bg-subtle: #ced4da;--quarto-scss-export-primary-border-subtle: rgb(158.2, 197, 254.2);--quarto-scss-export-secondary-border-subtle: rgb(196.2, 199.8, 203);--quarto-scss-export-success-border-subtle: rgb(163, 207, 186.6);--quarto-scss-export-info-border-subtle: rgb(158.2, 233.8, 249);--quarto-scss-export-warning-border-subtle: rgb(255, 230.2, 155.8);--quarto-scss-export-danger-border-subtle: rgb(241, 174.2, 180.6);--quarto-scss-export-light-border-subtle: #e9ecef;--quarto-scss-export-dark-border-subtle: #adb5bd;--quarto-scss-export-body-text-align: ;--quarto-scss-export-body-color: #212529;--quarto-scss-export-body-bg: #ffffff;--quarto-scss-export-body-secondary-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-body-secondary-bg: #e9ecef;--quarto-scss-export-body-tertiary-color: rgba(33, 37, 41, 0.5);--quarto-scss-export-body-tertiary-bg: #f8f9fa;--quarto-scss-export-body-emphasis-color: #000;--quarto-scss-export-link-hover-color: rgb(10.4, 88, 202.4);--quarto-scss-export-link-hover-decoration: ;--quarto-scss-export-border-color-translucent: rgba(0, 0, 0, 0.175);--quarto-scss-export-component-active-bg: #0d6efd;--quarto-scss-export-component-active-color: #ffffff;--quarto-scss-export-focus-ring-color: rgba(13, 110, 253, 0.25);--quarto-scss-export-headings-font-family: ;--quarto-scss-export-headings-font-style: ;--quarto-scss-export-display-font-family: ;--quarto-scss-export-display-font-style: ;--quarto-scss-export-blockquote-footer-color: #6c757d;--quarto-scss-export-blockquote-border-color: #e9ecef;--quarto-scss-export-hr-bg-color: ;--quarto-scss-export-hr-height: ;--quarto-scss-export-hr-border-color: ;--quarto-scss-export-legend-font-weight: ;--quarto-scss-export-mark-bg: rgb(255, 242.6, 205.4);--quarto-scss-export-table-color: #212529;--quarto-scss-export-table-bg: #ffffff;--quarto-scss-export-table-accent-bg: transparent;--quarto-scss-export-table-th-font-weight: ;--quarto-scss-export-table-striped-color: #212529;--quarto-scss-export-table-striped-bg: rgba(0, 0, 0, 0.05);--quarto-scss-export-table-active-color: #212529;--quarto-scss-export-table-active-bg: rgba(0, 0, 0, 0.1);--quarto-scss-export-table-hover-color: #212529;--quarto-scss-export-table-hover-bg: rgba(0, 0, 0, 0.075);--quarto-scss-export-table-caption-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-input-btn-font-family: ;--quarto-scss-export-input-btn-focus-color: rgba(13, 110, 253, 0.25);--quarto-scss-export-btn-color: #212529;--quarto-scss-export-btn-font-family: ;--quarto-scss-export-btn-white-space: ;--quarto-scss-export-btn-link-color: #0d6efd;--quarto-scss-export-btn-link-hover-color: rgb(10.4, 88, 202.4);--quarto-scss-export-btn-link-disabled-color: #6c757d;--quarto-scss-export-form-text-font-style: ;--quarto-scss-export-form-text-font-weight: ;--quarto-scss-export-form-text-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-form-label-font-size: ;--quarto-scss-export-form-label-font-style: ;--quarto-scss-export-form-label-font-weight: ;--quarto-scss-export-form-label-color: ;--quarto-scss-export-input-font-family: ;--quarto-scss-export-input-disabled-color: ;--quarto-scss-export-input-disabled-bg: #e9ecef;--quarto-scss-export-input-disabled-border-color: ;--quarto-scss-export-input-color: #212529;--quarto-scss-export-input-focus-bg: #ffffff;--quarto-scss-export-input-focus-border-color: rgb(134, 182.5, 254);--quarto-scss-export-input-focus-color: #212529;--quarto-scss-export-input-placeholder-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-input-plaintext-color: #212529;--quarto-scss-export-form-check-label-color: ;--quarto-scss-export-form-check-transition: ;--quarto-scss-export-form-check-input-bg: #ffffff;--quarto-scss-export-form-check-input-focus-border: rgb(134, 182.5, 254);--quarto-scss-export-form-check-input-checked-color: #ffffff;--quarto-scss-export-form-check-input-checked-bg-color: #0d6efd;--quarto-scss-export-form-check-input-checked-border-color: #0d6efd;--quarto-scss-export-form-check-input-indeterminate-color: #ffffff;--quarto-scss-export-form-check-input-indeterminate-bg-color: #0d6efd;--quarto-scss-export-form-check-input-indeterminate-border-color: #0d6efd;--quarto-scss-export-form-switch-color: rgba(0, 0, 0, 0.25);--quarto-scss-export-form-switch-focus-color: rgb(134, 182.5, 254);--quarto-scss-export-form-switch-checked-color: #ffffff;--quarto-scss-export-input-group-addon-color: #212529;--quarto-scss-export-input-group-addon-bg: #f8f9fa;--quarto-scss-export-input-group-addon-border-color: #dee2e6;--quarto-scss-export-form-select-font-family: ;--quarto-scss-export-form-select-color: #212529;--quarto-scss-export-form-select-bg: #ffffff;--quarto-scss-export-form-select-disabled-color: ;--quarto-scss-export-form-select-disabled-bg: #e9ecef;--quarto-scss-export-form-select-disabled-border-color: ;--quarto-scss-export-form-select-indicator-color: #343a40;--quarto-scss-export-form-select-border-color: #dee2e6;--quarto-scss-export-form-select-focus-border-color: rgb(134, 182.5, 254);--quarto-scss-export-form-range-track-bg: #f8f9fa;--quarto-scss-export-form-range-thumb-bg: #0d6efd;--quarto-scss-export-form-range-thumb-active-bg: rgb(182.4, 211.5, 254.4);--quarto-scss-export-form-range-thumb-disabled-bg: rgba(33, 37, 41, 0.75);--quarto-scss-export-form-file-button-color: #212529;--quarto-scss-export-form-file-button-bg: #f8f9fa;--quarto-scss-export-form-file-button-hover-bg: #e9ecef;--quarto-scss-export-form-floating-label-disabled-color: #6c757d;--quarto-scss-export-form-feedback-font-style: ;--quarto-scss-export-form-feedback-valid-color: #198754;--quarto-scss-export-form-feedback-invalid-color: #dc3545;--quarto-scss-export-form-feedback-icon-valid-color: #198754;--quarto-scss-export-form-feedback-icon-invalid-color: #dc3545;--quarto-scss-export-form-valid-color: #198754;--quarto-scss-export-form-valid-border-color: #198754;--quarto-scss-export-form-invalid-color: #dc3545;--quarto-scss-export-form-invalid-border-color: #dc3545;--quarto-scss-export-nav-link-font-size: ;--quarto-scss-export-nav-link-font-weight: ;--quarto-scss-export-nav-link-color: #0d6efd;--quarto-scss-export-nav-link-hover-color: rgb(10.4, 88, 202.4);--quarto-scss-export-nav-link-disabled-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-nav-tabs-border-color: #dee2e6;--quarto-scss-export-nav-tabs-link-hover-border-color: #e9ecef #e9ecef #dee2e6;--quarto-scss-export-nav-tabs-link-active-color: #000;--quarto-scss-export-nav-tabs-link-active-bg: #ffffff;--quarto-scss-export-nav-pills-link-active-bg: #0d6efd;--quarto-scss-export-nav-pills-link-active-color: #ffffff;--quarto-scss-export-nav-underline-link-active-color: #000;--quarto-scss-export-navbar-padding-x: ;--quarto-scss-export-navbar-light-contrast: #ffffff;--quarto-scss-export-navbar-dark-contrast: #ffffff;--quarto-scss-export-navbar-light-icon-color: rgba(255, 255, 255, 0.75);--quarto-scss-export-navbar-dark-icon-color: rgba(255, 255, 255, 0.75);--quarto-scss-export-dropdown-color: #212529;--quarto-scss-export-dropdown-bg: #ffffff;--quarto-scss-export-dropdown-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-dropdown-divider-bg: rgba(0, 0, 0, 0.175);--quarto-scss-export-dropdown-link-color: #212529;--quarto-scss-export-dropdown-link-hover-color: #212529;--quarto-scss-export-dropdown-link-hover-bg: #f8f9fa;--quarto-scss-export-dropdown-link-active-bg: #0d6efd;--quarto-scss-export-dropdown-link-active-color: #ffffff;--quarto-scss-export-dropdown-link-disabled-color: rgba(33, 37, 41, 0.5);--quarto-scss-export-dropdown-header-color: #6c757d;--quarto-scss-export-dropdown-dark-color: #dee2e6;--quarto-scss-export-dropdown-dark-bg: #343a40;--quarto-scss-export-dropdown-dark-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-dropdown-dark-divider-bg: rgba(0, 0, 0, 0.175);--quarto-scss-export-dropdown-dark-box-shadow: ;--quarto-scss-export-dropdown-dark-link-color: #dee2e6;--quarto-scss-export-dropdown-dark-link-hover-color: #ffffff;--quarto-scss-export-dropdown-dark-link-hover-bg: rgba(255, 255, 255, 0.15);--quarto-scss-export-dropdown-dark-link-active-color: #ffffff;--quarto-scss-export-dropdown-dark-link-active-bg: #0d6efd;--quarto-scss-export-dropdown-dark-link-disabled-color: #adb5bd;--quarto-scss-export-dropdown-dark-header-color: #adb5bd;--quarto-scss-export-pagination-color: #0d6efd;--quarto-scss-export-pagination-bg: #ffffff;--quarto-scss-export-pagination-border-color: #dee2e6;--quarto-scss-export-pagination-focus-color: rgb(10.4, 88, 202.4);--quarto-scss-export-pagination-focus-bg: #e9ecef;--quarto-scss-export-pagination-hover-color: rgb(10.4, 88, 202.4);--quarto-scss-export-pagination-hover-bg: #f8f9fa;--quarto-scss-export-pagination-hover-border-color: #dee2e6;--quarto-scss-export-pagination-active-color: #ffffff;--quarto-scss-export-pagination-active-bg: #0d6efd;--quarto-scss-export-pagination-active-border-color: #0d6efd;--quarto-scss-export-pagination-disabled-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-pagination-disabled-bg: #e9ecef;--quarto-scss-export-pagination-disabled-border-color: #dee2e6;--quarto-scss-export-card-title-color: ;--quarto-scss-export-card-subtitle-color: ;--quarto-scss-export-card-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-card-box-shadow: ;--quarto-scss-export-card-cap-color: ;--quarto-scss-export-card-height: ;--quarto-scss-export-card-color: ;--quarto-scss-export-card-bg: #ffffff;--quarto-scss-export-accordion-color: #212529;--quarto-scss-export-accordion-bg: #ffffff;--quarto-scss-export-accordion-border-color: #dee2e6;--quarto-scss-export-accordion-button-color: #212529;--quarto-scss-export-accordion-button-bg: #ffffff;--quarto-scss-export-accordion-button-active-bg: rgb(206.6, 226, 254.6);--quarto-scss-export-accordion-button-active-color: rgb(5.2, 44, 101.2);--quarto-scss-export-accordion-button-focus-border-color: rgb(134, 182.5, 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\ No newline at end of file
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#dc3545;--quarto-scss-export-form-invalid-border-color: #dc3545;--quarto-scss-export-nav-link-font-size: ;--quarto-scss-export-nav-link-font-weight: ;--quarto-scss-export-nav-link-color: #0d6efd;--quarto-scss-export-nav-link-hover-color: rgb(10.4, 88, 202.4);--quarto-scss-export-nav-link-disabled-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-nav-tabs-border-color: #dee2e6;--quarto-scss-export-nav-tabs-link-hover-border-color: #e9ecef #e9ecef #dee2e6;--quarto-scss-export-nav-tabs-link-active-color: #000;--quarto-scss-export-nav-tabs-link-active-bg: #ffffff;--quarto-scss-export-nav-pills-link-active-bg: #0d6efd;--quarto-scss-export-nav-pills-link-active-color: #ffffff;--quarto-scss-export-nav-underline-link-active-color: #000;--quarto-scss-export-navbar-padding-x: ;--quarto-scss-export-navbar-light-contrast: #ffffff;--quarto-scss-export-navbar-dark-contrast: #ffffff;--quarto-scss-export-navbar-light-icon-color: rgba(255, 255, 255, 0.75);--quarto-scss-export-navbar-dark-icon-color: rgba(255, 255, 255, 0.75);--quarto-scss-export-dropdown-color: #212529;--quarto-scss-export-dropdown-bg: #ffffff;--quarto-scss-export-dropdown-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-dropdown-divider-bg: rgba(0, 0, 0, 0.175);--quarto-scss-export-dropdown-link-color: #212529;--quarto-scss-export-dropdown-link-hover-color: #212529;--quarto-scss-export-dropdown-link-hover-bg: #f8f9fa;--quarto-scss-export-dropdown-link-active-bg: #0d6efd;--quarto-scss-export-dropdown-link-active-color: #ffffff;--quarto-scss-export-dropdown-link-disabled-color: rgba(33, 37, 41, 0.5);--quarto-scss-export-dropdown-header-color: #6c757d;--quarto-scss-export-dropdown-dark-color: #dee2e6;--quarto-scss-export-dropdown-dark-bg: #343a40;--quarto-scss-export-dropdown-dark-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-dropdown-dark-divider-bg: rgba(0, 0, 0, 0.175);--quarto-scss-export-dropdown-dark-box-shadow: ;--quarto-scss-export-dropdown-dark-link-color: #dee2e6;--quarto-scss-export-dropdown-dark-link-hover-color: #ffffff;--quarto-scss-export-dropdown-dark-link-hover-bg: rgba(255, 255, 255, 0.15);--quarto-scss-export-dropdown-dark-link-active-color: #ffffff;--quarto-scss-export-dropdown-dark-link-active-bg: #0d6efd;--quarto-scss-export-dropdown-dark-link-disabled-color: #adb5bd;--quarto-scss-export-dropdown-dark-header-color: #adb5bd;--quarto-scss-export-pagination-color: #0d6efd;--quarto-scss-export-pagination-bg: #ffffff;--quarto-scss-export-pagination-border-color: #dee2e6;--quarto-scss-export-pagination-focus-color: rgb(10.4, 88, 202.4);--quarto-scss-export-pagination-focus-bg: #e9ecef;--quarto-scss-export-pagination-hover-color: rgb(10.4, 88, 202.4);--quarto-scss-export-pagination-hover-bg: #f8f9fa;--quarto-scss-export-pagination-hover-border-color: #dee2e6;--quarto-scss-export-pagination-active-color: #ffffff;--quarto-scss-export-pagination-active-bg: #0d6efd;--quarto-scss-export-pagination-active-border-color: #0d6efd;--quarto-scss-export-pagination-disabled-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-pagination-disabled-bg: #e9ecef;--quarto-scss-export-pagination-disabled-border-color: #dee2e6;--quarto-scss-export-card-title-color: ;--quarto-scss-export-card-subtitle-color: ;--quarto-scss-export-card-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-card-box-shadow: ;--quarto-scss-export-card-cap-color: ;--quarto-scss-export-card-height: ;--quarto-scss-export-card-color: ;--quarto-scss-export-card-bg: #ffffff;--quarto-scss-export-accordion-color: #212529;--quarto-scss-export-accordion-bg: #ffffff;--quarto-scss-export-accordion-border-color: #dee2e6;--quarto-scss-export-accordion-button-color: #212529;--quarto-scss-export-accordion-button-bg: #ffffff;--quarto-scss-export-accordion-button-active-bg: rgb(206.6, 226, 254.6);--quarto-scss-export-accordion-button-active-color: rgb(5.2, 44, 101.2);--quarto-scss-export-accordion-button-focus-border-color: rgb(134, 182.5, 254);--quarto-scss-export-accordion-icon-color: #212529;--quarto-scss-export-accordion-icon-active-color: rgb(5.2, 44, 101.2);--quarto-scss-export-tooltip-color: #ffffff;--quarto-scss-export-tooltip-bg: #000;--quarto-scss-export-tooltip-margin: ;--quarto-scss-export-tooltip-arrow-color: ;--quarto-scss-export-form-feedback-tooltip-line-height: ;--quarto-scss-export-popover-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-popover-header-bg: #e9ecef;--quarto-scss-export-popover-body-color: #212529;--quarto-scss-export-popover-arrow-color: #ffffff;--quarto-scss-export-popover-arrow-outer-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-toast-color: ;--quarto-scss-export-toast-background-color: rgba(255, 255, 255, 0.85);--quarto-scss-export-toast-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-toast-header-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-toast-header-background-color: rgba(255, 255, 255, 0.85);--quarto-scss-export-toast-header-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-badge-color: #ffffff;--quarto-scss-export-modal-content-color: ;--quarto-scss-export-modal-content-bg: #ffffff;--quarto-scss-export-modal-content-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-modal-backdrop-bg: #000;--quarto-scss-export-modal-header-border-color: #dee2e6;--quarto-scss-export-modal-footer-bg: ;--quarto-scss-export-modal-footer-border-color: #dee2e6;--quarto-scss-export-progress-bg: #e9ecef;--quarto-scss-export-progress-bar-color: #ffffff;--quarto-scss-export-progress-bar-bg: #0d6efd;--quarto-scss-export-list-group-color: #212529;--quarto-scss-export-list-group-bg: #ffffff;--quarto-scss-export-list-group-border-color: #dee2e6;--quarto-scss-export-list-group-hover-bg: #f8f9fa;--quarto-scss-export-list-group-active-bg: #0d6efd;--quarto-scss-export-list-group-active-color: #ffffff;--quarto-scss-export-list-group-active-border-color: #0d6efd;--quarto-scss-export-list-group-disabled-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-list-group-disabled-bg: #ffffff;--quarto-scss-export-list-group-action-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-list-group-action-hover-color: #000;--quarto-scss-export-list-group-action-active-color: #212529;--quarto-scss-export-list-group-action-active-bg: #e9ecef;--quarto-scss-export-thumbnail-bg: #ffffff;--quarto-scss-export-thumbnail-border-color: #dee2e6;--quarto-scss-export-figure-caption-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-breadcrumb-font-size: ;--quarto-scss-export-breadcrumb-bg: ;--quarto-scss-export-breadcrumb-divider-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-breadcrumb-active-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-breadcrumb-border-radius: ;--quarto-scss-export-carousel-control-color: #ffffff;--quarto-scss-export-carousel-indicator-active-bg: #ffffff;--quarto-scss-export-carousel-caption-color: #ffffff;--quarto-scss-export-carousel-dark-indicator-active-bg: #000;--quarto-scss-export-carousel-dark-caption-color: #000;--quarto-scss-export-btn-close-color: #000;--quarto-scss-export-offcanvas-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-offcanvas-bg-color: #ffffff;--quarto-scss-export-offcanvas-color: #212529;--quarto-scss-export-offcanvas-backdrop-bg: #000;--quarto-scss-export-code-color-dark: white;--quarto-scss-export-kbd-color: #ffffff;--quarto-scss-export-kbd-bg: #212529;--quarto-scss-export-nested-kbd-font-weight: ;--quarto-scss-export-pre-bg: #f8f9fa;--quarto-scss-export-pre-color: #000;--quarto-scss-export-bslib-page-sidebar-title-bg: #517699;--quarto-scss-export-bslib-page-sidebar-title-color: #ffffff;--quarto-scss-export-bslib-sidebar-bg: rgba(var(--bs-emphasis-color-rgb, 0, 0, 0), 0.05);--quarto-scss-export-bslib-sidebar-toggle-bg: rgba(var(--bs-emphasis-color-rgb, 0, 0, 0), 0.1);--quarto-scss-export-sidebar-color: rgb(89.25, 89.25, 89.25);--quarto-scss-export-sidebar-hover-color: rgba(9.75, 82.5, 189.75, 0.8);--quarto-scss-export-sidebar-disabled-color: rgba(89.25, 89.25, 89.25, 0.75);--quarto-scss-export-valuebox-bg-primary: #0d6efd;--quarto-scss-export-valuebox-bg-secondary: #6c757d;--quarto-scss-export-valuebox-bg-success: #198754;--quarto-scss-export-valuebox-bg-info: #0dcaf0;--quarto-scss-export-valuebox-bg-warning: #ffc107;--quarto-scss-export-valuebox-bg-danger: #dc3545;--quarto-scss-export-valuebox-bg-light: #f8f9fa;--quarto-scss-export-valuebox-bg-dark: #212529;--quarto-scss-export-mermaid-bg-color: #ffffff;--quarto-scss-export-mermaid-edge-color: #6c757d;--quarto-scss-export-mermaid-node-fg-color: #212529;--quarto-scss-export-mermaid-fg-color: #212529;--quarto-scss-export-mermaid-fg-color--lighter: rgb(55.7432432432, 62.5, 69.2567567568);--quarto-scss-export-mermaid-fg-color--lightest: rgb(78.4864864865, 88, 97.5135135135);--quarto-scss-export-mermaid-label-bg-color: #ffffff;--quarto-scss-export-mermaid-label-fg-color: #0d6efd;--quarto-scss-export-mermaid-node-bg-color: rgba(13, 110, 253, 0.1);--quarto-scss-export-code-block-border-left-color: #dee2e6;--quarto-scss-export-callout-color-note: #0d6efd;--quarto-scss-export-callout-color-tip: #198754;--quarto-scss-export-callout-color-important: #dc3545;--quarto-scss-export-callout-color-caution: #fd7e14;--quarto-scss-export-callout-color-warning: #ffc107}
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diff --git a/docs/site_libs/quarto-nav/headroom.min.js b/docs/site_libs/quarto-nav/headroom.min.js
new file mode 100644
index 0000000..b08f1df
--- /dev/null
+++ b/docs/site_libs/quarto-nav/headroom.min.js
@@ -0,0 +1,7 @@
+/*!
+ * headroom.js v0.12.0 - Give your page some headroom. Hide your header until you need it
+ * Copyright (c) 2020 Nick Williams - http://wicky.nillia.ms/headroom.js
+ * License: MIT
+ */
+
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?module.exports=n():"function"==typeof define&&define.amd?define(n):(t=t||self).Headroom=n()}(this,function(){"use strict";function t(){return"undefined"!=typeof window}function d(t){return function(t){return t&&t.document&&function(t){return 9===t.nodeType}(t.document)}(t)?function(t){var n=t.document,o=n.body,s=n.documentElement;return{scrollHeight:function(){return Math.max(o.scrollHeight,s.scrollHeight,o.offsetHeight,s.offsetHeight,o.clientHeight,s.clientHeight)},height:function(){return t.innerHeight||s.clientHeight||o.clientHeight},scrollY:function(){return void 0!==t.pageYOffset?t.pageYOffset:(s||o.parentNode||o).scrollTop}}}(t):function(t){return{scrollHeight:function(){return Math.max(t.scrollHeight,t.offsetHeight,t.clientHeight)},height:function(){return Math.max(t.offsetHeight,t.clientHeight)},scrollY:function(){return t.scrollTop}}}(t)}function n(t,s,e){var n,o=function(){var n=!1;try{var t={get passive(){n=!0}};window.addEventListener("test",t,t),window.removeEventListener("test",t,t)}catch(t){n=!1}return n}(),i=!1,r=d(t),l=r.scrollY(),a={};function c(){var t=Math.round(r.scrollY()),n=r.height(),o=r.scrollHeight();a.scrollY=t,a.lastScrollY=l,a.direction=l<t?"down":"up",a.distance=Math.abs(t-l),a.isOutOfBounds=t<0||o<t+n,a.top=t<=s.offset[a.direction],a.bottom=o<=t+n,a.toleranceExceeded=a.distance>s.tolerance[a.direction],e(a),l=t,i=!1}function h(){i||(i=!0,n=requestAnimationFrame(c))}var u=!!o&&{passive:!0,capture:!1};return t.addEventListener("scroll",h,u),c(),{destroy:function(){cancelAnimationFrame(n),t.removeEventListener("scroll",h,u)}}}function o(t){return t===Object(t)?t:{down:t,up:t}}function s(t,n){n=n||{},Object.assign(this,s.options,n),this.classes=Object.assign({},s.options.classes,n.classes),this.elem=t,this.tolerance=o(this.tolerance),this.offset=o(this.offset),this.initialised=!1,this.frozen=!1}return s.prototype={constructor:s,init:function(){return s.cutsTheMustard&&!this.initialised&&(this.addClass("initial"),this.initialised=!0,setTimeout(function(t){t.scrollTracker=n(t.scroller,{offset:t.offset,tolerance:t.tolerance},t.update.bind(t))},100,this)),this},destroy:function(){this.initialised=!1,Object.keys(this.classes).forEach(this.removeClass,this),this.scrollTracker.destroy()},unpin:function(){!this.hasClass("pinned")&&this.hasClass("unpinned")||(this.addClass("unpinned"),this.removeClass("pinned"),this.onUnpin&&this.onUnpin.call(this))},pin:function(){this.hasClass("unpinned")&&(this.addClass("pinned"),this.removeClass("unpinned"),this.onPin&&this.onPin.call(this))},freeze:function(){this.frozen=!0,this.addClass("frozen")},unfreeze:function(){this.frozen=!1,this.removeClass("frozen")},top:function(){this.hasClass("top")||(this.addClass("top"),this.removeClass("notTop"),this.onTop&&this.onTop.call(this))},notTop:function(){this.hasClass("notTop")||(this.addClass("notTop"),this.removeClass("top"),this.onNotTop&&this.onNotTop.call(this))},bottom:function(){this.hasClass("bottom")||(this.addClass("bottom"),this.removeClass("notBottom"),this.onBottom&&this.onBottom.call(this))},notBottom:function(){this.hasClass("notBottom")||(this.addClass("notBottom"),this.removeClass("bottom"),this.onNotBottom&&this.onNotBottom.call(this))},shouldUnpin:function(t){return"down"===t.direction&&!t.top&&t.toleranceExceeded},shouldPin:function(t){return"up"===t.direction&&t.toleranceExceeded||t.top},addClass:function(t){this.elem.classList.add.apply(this.elem.classList,this.classes[t].split(" "))},removeClass:function(t){this.elem.classList.remove.apply(this.elem.classList,this.classes[t].split(" "))},hasClass:function(t){return this.classes[t].split(" ").every(function(t){return this.classList.contains(t)},this.elem)},update:function(t){t.isOutOfBounds||!0!==this.frozen&&(t.top?this.top():this.notTop(),t.bottom?this.bottom():this.notBottom(),this.shouldUnpin(t)?this.unpin():this.shouldPin(t)&&this.pin())}},s.options={tolerance:{up:0,down:0},offset:0,scroller:t()?window:null,classes:{frozen:"headroom--frozen",pinned:"headroom--pinned",unpinned:"headroom--unpinned",top:"headroom--top",notTop:"headroom--not-top",bottom:"headroom--bottom",notBottom:"headroom--not-bottom",initial:"headroom"}},s.cutsTheMustard=!!(t()&&function(){}.bind&&"classList"in document.documentElement&&Object.assign&&Object.keys&&requestAnimationFrame),s});
diff --git a/docs/sitemap.xml b/docs/sitemap.xml
index 0b2cc17..52e36f6 100644
--- a/docs/sitemap.xml
+++ b/docs/sitemap.xml
@@ -6,7 +6,7 @@
   </url>
   <url>
     <loc>https://ds100.org/debugging-guide/projA1/projA1.html</loc>
-    <lastmod>2025-12-16T02:18:41.865Z</lastmod>
+    <lastmod>2025-12-16T03:01:00.434Z</lastmod>
   </url>
   <url>
     <loc>https://ds100.org/debugging-guide/autograder_gradescope/autograder_gradescope.html</loc>
@@ -34,7 +34,7 @@
   </url>
   <url>
     <loc>https://ds100.org/debugging-guide/index.html</loc>
-    <lastmod>2025-11-26T08:06:31.391Z</lastmod>
+    <lastmod>2025-12-16T02:55:38.247Z</lastmod>
   </url>
   <url>
     <loc>https://ds100.org/debugging-guide/pandas/pandas.html</loc>
diff --git a/docs/sql/sql.html b/docs/sql/sql.html
index 7af1f1c..09c5ccc 100644
--- a/docs/sql/sql.html
+++ b/docs/sql/sql.html
@@ -7,7 +7,7 @@
 <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
 
 
-<title>SQL Common Errors</title>
+<title>SQL Common Errors – Data 100 Debugging Guide</title>
 <style>
 code{white-space: pre-wrap;}
 span.smallcaps{font-variant: small-caps;}
@@ -24,11 +24,13 @@
 
 
 <script src="../site_libs/quarto-nav/quarto-nav.js"></script>
+<script src="../site_libs/quarto-nav/headroom.min.js"></script>
 <script src="../site_libs/clipboard/clipboard.min.js"></script>
 <script src="../site_libs/quarto-search/autocomplete.umd.js"></script>
 <script src="../site_libs/quarto-search/fuse.min.js"></script>
 <script src="../site_libs/quarto-search/quarto-search.js"></script>
 <meta name="quarto:offset" content="../">
+<link href="../data100_logo.png" rel="icon" type="image/png">
 <script src="../site_libs/quarto-html/quarto.js" type="module"></script>
 <script src="../site_libs/quarto-html/tabsets/tabsets.js" type="module"></script>
 <script src="../site_libs/quarto-html/axe/axe-check.js" type="module"></script>
@@ -39,7 +41,7 @@
 <link href="../site_libs/quarto-html/quarto-syntax-highlighting-587c61ba64f3a5504c4d52d930310e48.css" rel="stylesheet" id="quarto-text-highlighting-styles">
 <script src="../site_libs/bootstrap/bootstrap.min.js"></script>
 <link href="../site_libs/bootstrap/bootstrap-icons.css" rel="stylesheet">
-<link href="../site_libs/bootstrap/bootstrap-ff63373b1067ca6f91cf1456aa1f00a2.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
+<link href="../site_libs/bootstrap/bootstrap-d279e387f5997211c97d65d1670dc95e.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
 <script id="quarto-search-options" type="application/json">{
   "location": "sidebar",
   "copy-button": false,
@@ -52,7 +54,6 @@
     "/",
     "s"
   ],
-  "show-item-context": false,
   "language": {
     "search-no-results-text": "No results",
     "search-matching-documents-text": "matching documents",
@@ -71,12 +72,111 @@
 
 </head>
 
-<body class="quarto-light">
+<body class="nav-sidebar docked quarto-light">
 
 <div id="quarto-search-results"></div>
+  <header id="quarto-header" class="headroom fixed-top">
+  <nav class="quarto-secondary-nav">
+    <div class="container-fluid d-flex">
+      <button type="button" class="quarto-btn-toggle btn" data-bs-toggle="collapse" role="button" data-bs-target=".quarto-sidebar-collapse-item" aria-controls="quarto-sidebar" aria-expanded="false" aria-label="Toggle sidebar navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">
+        <i class="bi bi-layout-text-sidebar-reverse"></i>
+      </button>
+        <nav class="quarto-page-breadcrumbs" aria-label="breadcrumb"><ol class="breadcrumb"><li class="breadcrumb-item"><a href="../sql/sql.html">SQL Common Errors</a></li></ol></nav>
+        <a class="flex-grow-1" role="navigation" data-bs-toggle="collapse" data-bs-target=".quarto-sidebar-collapse-item" aria-controls="quarto-sidebar" aria-expanded="false" aria-label="Toggle sidebar navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">      
+        </a>
+      <button type="button" class="btn quarto-search-button" aria-label="Search" onclick="window.quartoOpenSearch();">
+        <i class="bi bi-search"></i>
+      </button>
+    </div>
+  </nav>
+</header>
 <!-- content -->
 <div id="quarto-content" class="quarto-container page-columns page-rows-contents page-layout-article">
 <!-- sidebar -->
+  <nav id="quarto-sidebar" class="sidebar collapse collapse-horizontal quarto-sidebar-collapse-item sidebar-navigation docked overflow-auto">
+    <div class="pt-lg-2 mt-2 text-left sidebar-header sidebar-header-stacked">
+      <a href="../index.html" class="sidebar-logo-link">
+      <img src="../data100_logo.png" alt="Data 100 logo" class="sidebar-logo light-content py-0 d-lg-inline d-none">
+      <img src="../data100_logo.png" alt="Data 100 logo" class="sidebar-logo dark-content py-0 d-lg-inline d-none">
+      </a>
+    <div class="sidebar-title mb-0 py-0">
+      <a href="../">Data 100 Debugging Guide</a> 
+        <div class="sidebar-tools-main">
+    <a href="https://github.com/DS-100/debugging-guide" title="" class="quarto-navigation-tool px-1" aria-label=""><i class="bi bi-github"></i></a>
+</div>
+    </div>
+      </div>
+        <div class="mt-2 flex-shrink-0 align-items-center">
+        <div class="sidebar-search">
+        <div id="quarto-search" class="" title="Search"></div>
+        </div>
+        </div>
+    <div class="sidebar-menu-container"> 
+    <ul class="list-unstyled mt-1">
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../index.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">About</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../jupyter101/jupyter101.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Jupyter 101</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../jupyter_datahub/jupyter_datahub.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Jupyter / Datahub</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../autograder_gradescope/autograder_gradescope.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Autograder and Gradescope / Pensieve</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../pandas/pandas.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Pandas</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../regex/regex.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">RegEx</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../visualizations/visualizations.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Visualizations</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../projA1/projA1.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Project A1 Common Questions</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../projA2/projA2.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Project A2 Common Questions</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../sql/sql.html" class="sidebar-item-text sidebar-link active">
+ <span class="menu-text">SQL Common Errors</span></a>
+  </div>
+</li>
+    </ul>
+    </div>
+</nav>
+<div id="quarto-sidebar-glass" class="quarto-sidebar-collapse-item" data-bs-toggle="collapse" data-bs-target=".quarto-sidebar-collapse-item"></div>
 <!-- margin-sidebar -->
     <div id="quarto-margin-sidebar" class="sidebar margin-sidebar">
         <nav id="TOC" role="doc-toc" class="toc-active" data-toc-expanded="3">
diff --git a/docs/visualizations/visualizations.html b/docs/visualizations/visualizations.html
index f8f14f4..723748e 100644
--- a/docs/visualizations/visualizations.html
+++ b/docs/visualizations/visualizations.html
@@ -7,7 +7,7 @@
 <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
 
 
-<title>Visualizations</title>
+<title>Visualizations – Data 100 Debugging Guide</title>
 <style>
 code{white-space: pre-wrap;}
 span.smallcaps{font-variant: small-caps;}
@@ -24,11 +24,13 @@
 
 
 <script src="../site_libs/quarto-nav/quarto-nav.js"></script>
+<script src="../site_libs/quarto-nav/headroom.min.js"></script>
 <script src="../site_libs/clipboard/clipboard.min.js"></script>
 <script src="../site_libs/quarto-search/autocomplete.umd.js"></script>
 <script src="../site_libs/quarto-search/fuse.min.js"></script>
 <script src="../site_libs/quarto-search/quarto-search.js"></script>
 <meta name="quarto:offset" content="../">
+<link href="../data100_logo.png" rel="icon" type="image/png">
 <script src="../site_libs/quarto-html/quarto.js" type="module"></script>
 <script src="../site_libs/quarto-html/tabsets/tabsets.js" type="module"></script>
 <script src="../site_libs/quarto-html/axe/axe-check.js" type="module"></script>
@@ -39,7 +41,7 @@
 <link href="../site_libs/quarto-html/quarto-syntax-highlighting-587c61ba64f3a5504c4d52d930310e48.css" rel="stylesheet" id="quarto-text-highlighting-styles">
 <script src="../site_libs/bootstrap/bootstrap.min.js"></script>
 <link href="../site_libs/bootstrap/bootstrap-icons.css" rel="stylesheet">
-<link href="../site_libs/bootstrap/bootstrap-ff63373b1067ca6f91cf1456aa1f00a2.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
+<link href="../site_libs/bootstrap/bootstrap-d279e387f5997211c97d65d1670dc95e.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
 <script id="quarto-search-options" type="application/json">{
   "location": "sidebar",
   "copy-button": false,
@@ -52,7 +54,6 @@
     "/",
     "s"
   ],
-  "show-item-context": false,
   "language": {
     "search-no-results-text": "No results",
     "search-matching-documents-text": "matching documents",
@@ -100,12 +101,111 @@
 
 </head>
 
-<body class="quarto-light">
+<body class="nav-sidebar docked quarto-light">
 
 <div id="quarto-search-results"></div>
+  <header id="quarto-header" class="headroom fixed-top">
+  <nav class="quarto-secondary-nav">
+    <div class="container-fluid d-flex">
+      <button type="button" class="quarto-btn-toggle btn" data-bs-toggle="collapse" role="button" data-bs-target=".quarto-sidebar-collapse-item" aria-controls="quarto-sidebar" aria-expanded="false" aria-label="Toggle sidebar navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">
+        <i class="bi bi-layout-text-sidebar-reverse"></i>
+      </button>
+        <nav class="quarto-page-breadcrumbs" aria-label="breadcrumb"><ol class="breadcrumb"><li class="breadcrumb-item"><a href="../visualizations/visualizations.html">Visualizations</a></li></ol></nav>
+        <a class="flex-grow-1" role="navigation" data-bs-toggle="collapse" data-bs-target=".quarto-sidebar-collapse-item" aria-controls="quarto-sidebar" aria-expanded="false" aria-label="Toggle sidebar navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">      
+        </a>
+      <button type="button" class="btn quarto-search-button" aria-label="Search" onclick="window.quartoOpenSearch();">
+        <i class="bi bi-search"></i>
+      </button>
+    </div>
+  </nav>
+</header>
 <!-- content -->
 <div id="quarto-content" class="quarto-container page-columns page-rows-contents page-layout-article">
 <!-- sidebar -->
+  <nav id="quarto-sidebar" class="sidebar collapse collapse-horizontal quarto-sidebar-collapse-item sidebar-navigation docked overflow-auto">
+    <div class="pt-lg-2 mt-2 text-left sidebar-header sidebar-header-stacked">
+      <a href="../index.html" class="sidebar-logo-link">
+      <img src="../data100_logo.png" alt="Data 100 logo" class="sidebar-logo light-content py-0 d-lg-inline d-none">
+      <img src="../data100_logo.png" alt="Data 100 logo" class="sidebar-logo dark-content py-0 d-lg-inline d-none">
+      </a>
+    <div class="sidebar-title mb-0 py-0">
+      <a href="../">Data 100 Debugging Guide</a> 
+        <div class="sidebar-tools-main">
+    <a href="https://github.com/DS-100/debugging-guide" title="" class="quarto-navigation-tool px-1" aria-label=""><i class="bi bi-github"></i></a>
+</div>
+    </div>
+      </div>
+        <div class="mt-2 flex-shrink-0 align-items-center">
+        <div class="sidebar-search">
+        <div id="quarto-search" class="" title="Search"></div>
+        </div>
+        </div>
+    <div class="sidebar-menu-container"> 
+    <ul class="list-unstyled mt-1">
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../index.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">About</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../jupyter101/jupyter101.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Jupyter 101</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../jupyter_datahub/jupyter_datahub.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Jupyter / Datahub</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../autograder_gradescope/autograder_gradescope.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Autograder and Gradescope / Pensieve</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../pandas/pandas.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Pandas</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../regex/regex.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">RegEx</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../visualizations/visualizations.html" class="sidebar-item-text sidebar-link active">
+ <span class="menu-text">Visualizations</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../projA1/projA1.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Project A1 Common Questions</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../projA2/projA2.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Project A2 Common Questions</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../sql/sql.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">SQL Common Errors</span></a>
+  </div>
+</li>
+    </ul>
+    </div>
+</nav>
+<div id="quarto-sidebar-glass" class="quarto-sidebar-collapse-item" data-bs-toggle="collapse" data-bs-target=".quarto-sidebar-collapse-item"></div>
 <!-- margin-sidebar -->
     <div id="quarto-margin-sidebar" class="sidebar margin-sidebar">
         <nav id="TOC" role="doc-toc" class="toc-active" data-toc-expanded="3">
diff --git a/index.md b/index.md
index 9a16e9d..ab16130 100644
--- a/index.md
+++ b/index.md
@@ -1,11 +1,10 @@
----
-jupyter: python3
----
-
-# About {.unnumbered}
+# About 
 
 This text offers pointers for keyboard shortcuts or common mistakes that accompany the coursework in the Summer 2025 Edition of the UC Berkeley course Data 100: Principles and Techniques of Data Science.
 
 Inspiration for this guide was taken from the UC San Diego course DSC 10: Principles of Data Science and their [debugging guide](https://dsc10.com/debugging/).
 
 If you spot any typos or would like to suggest any changes, please email us at **data100.instructors@berkeley.edu**.
+
+## Authors
+In alphabetical order, Yash Dave, Emrie Loh, Lillian Weng, and Wesley Zheng.
diff --git a/projA1/projA1.md b/projA1/projA1.md
index 5d11d2d..3883dcd 100644
--- a/projA1/projA1.md
+++ b/projA1/projA1.md
@@ -11,7 +11,7 @@ jupyter: python3
 
 ### `TypeError: could not convert string to float: 'SF'`
 
-Type errors like these usually stem from applying a numeric aggregation function to a non-numeric column as described in the [`pandas` section](https://ds100.org/debugging-guide/pandas/pandas.html#typeerror-could-not-convert-string-to-numeric) of the debugging guide.
+Type errors like these usually stem from applying a numeric aggregation function to a non-numeric column as described in the `pandas` [çsection](https://ds100.org/debugging-guide/pandas/pandas.html#typeerror-could-not-convert-string-to-numeric) of the debugging guide.
 
 Aggregation functions like `np.median` and `np.mean` are only well-defined for columns with numeric types like `int` and `float`. Your code is likely trying to aggregate across all columns in `training_data`, including those of type `str`. Instead of aggregating across the entire `DataFrame`, try just selecting the relevant columns.
 
@@ -27,5 +27,5 @@ A good starting point is to revisit the One Hot Encoding question in Lab 7. It's
 
 ### My OHE columns contain a lot of `NaN` values
 
-This may happen if you try and merge the OHE columns with the `training_data` table without making sure both `DataFrame` have the *same index values*. Look into the [`pd.merge` documentation](https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.merge.html) for ways to resolve this.
+This may happen if you try and merge the OHE columns with the `training_data` table without making sure both `DataFrame` have the *same index values*. Look into the `pd.merge` [documentation](https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.merge.html) for ways to resolve this.
 

From b9c560bf01dde57e01451e15e83bf72093e74d2e Mon Sep 17 00:00:00 2001
From: Silas Santini <70163606+pancakereport@users.noreply.github.com>
Date: Mon, 15 Dec 2025 19:08:50 -0800
Subject: [PATCH 10/11] add more selectors

---
 a11y-fixes.html                                    | 14 +++++++-------
 .../autograder_gradescope.html                     | 14 +++++++-------
 docs/index.html                                    | 14 +++++++-------
 docs/jupyter101/jupyter101.html                    | 14 +++++++-------
 docs/jupyter_datahub/jupyter_datahub.html          | 14 +++++++-------
 docs/pandas/pandas.html                            | 14 +++++++-------
 docs/projA1/projA1.html                            | 14 +++++++-------
 docs/projA2/projA2.html                            | 14 +++++++-------
 docs/regex/regex.html                              | 14 +++++++-------
 docs/sql/sql.html                                  | 14 +++++++-------
 docs/visualizations/visualizations.html            | 14 +++++++-------
 11 files changed, 77 insertions(+), 77 deletions(-)

diff --git a/a11y-fixes.html b/a11y-fixes.html
index 693ad10..e024d0e 100644
--- a/a11y-fixes.html
+++ b/a11y-fixes.html
@@ -19,23 +19,23 @@
 
     // 1. Target all code blocks (Source Code and Code Output <pre> elements)
     // that are scrollable (have overflow:auto/scroll).
-var scrollableRegions = document.querySelectorAll(
+    var scrollableRegions = document.querySelectorAll(
         // 1. Source Code <pre>
         'div.sourceCode > pre, ' + 
-        
         // 2. Output <pre> inside a generic cell-output
         '.cell-output > pre, ' + 
-        
         // 3. The main DIV container for cell-output-display (from previous fix)
         '.cell-output-display.cell-output, ' +
-                
         // 4. PRE tag inside any ANSI-escaped output (e.g., .ansi-escaped-output > pre)
         '.ansi-escaped-output > pre, ' +
-        
         // 5. The deepest container for error output (e.g., #ID > .cell-output-error... > .ansi-escaped-output > pre)
         '.cell-output-error.cell-output > .ansi-escaped-output > pre, ' +
-
-        'pre[id]' // Target any PRE tag that has an ID attribute
+        // Target any PRE tag that has an ID attribute
+        'pre[id], ' + 
+        // code blocks inside list items
+        'li > pre, ' + 
+        // PRE tags within an output display container
+        '.cell-output-display > pre'
     );
 
     scrollableRegions.forEach(function(region) {
diff --git a/docs/autograder_gradescope/autograder_gradescope.html b/docs/autograder_gradescope/autograder_gradescope.html
index adf1635..4f32089 100644
--- a/docs/autograder_gradescope/autograder_gradescope.html
+++ b/docs/autograder_gradescope/autograder_gradescope.html
@@ -334,23 +334,23 @@ <h3 class="anchored" data-anchor-id="my-autograder-keeps-runningtimed-out">My au
 
     // 1. Target all code blocks (Source Code and Code Output <pre> elements)
     // that are scrollable (have overflow:auto/scroll).
-var scrollableRegions = document.querySelectorAll(
+    var scrollableRegions = document.querySelectorAll(
         // 1. Source Code <pre>
         'div.sourceCode > pre, ' + 
-        
         // 2. Output <pre> inside a generic cell-output
         '.cell-output > pre, ' + 
-        
         // 3. The main DIV container for cell-output-display (from previous fix)
         '.cell-output-display.cell-output, ' +
-                
         // 4. PRE tag inside any ANSI-escaped output (e.g., .ansi-escaped-output > pre)
         '.ansi-escaped-output > pre, ' +
-        
         // 5. The deepest container for error output (e.g., #ID > .cell-output-error... > .ansi-escaped-output > pre)
         '.cell-output-error.cell-output > .ansi-escaped-output > pre, ' +
-
-        'pre[id]' // Target any PRE tag that has an ID attribute
+        // Target any PRE tag that has an ID attribute
+        'pre[id], ' + 
+        // code blocks inside list items
+        'li > pre, ' + 
+        // PRE tags within an output display container
+        '.cell-output-display > pre'
     );
 
     scrollableRegions.forEach(function(region) {
diff --git a/docs/index.html b/docs/index.html
index 38b9f25..e529443 100644
--- a/docs/index.html
+++ b/docs/index.html
@@ -231,23 +231,23 @@ <h2 class="anchored" data-anchor-id="authors">Authors</h2>
 
     // 1. Target all code blocks (Source Code and Code Output <pre> elements)
     // that are scrollable (have overflow:auto/scroll).
-var scrollableRegions = document.querySelectorAll(
+    var scrollableRegions = document.querySelectorAll(
         // 1. Source Code <pre>
         'div.sourceCode > pre, ' + 
-        
         // 2. Output <pre> inside a generic cell-output
         '.cell-output > pre, ' + 
-        
         // 3. The main DIV container for cell-output-display (from previous fix)
         '.cell-output-display.cell-output, ' +
-                
         // 4. PRE tag inside any ANSI-escaped output (e.g., .ansi-escaped-output > pre)
         '.ansi-escaped-output > pre, ' +
-        
         // 5. The deepest container for error output (e.g., #ID > .cell-output-error... > .ansi-escaped-output > pre)
         '.cell-output-error.cell-output > .ansi-escaped-output > pre, ' +
-
-        'pre[id]' // Target any PRE tag that has an ID attribute
+        // Target any PRE tag that has an ID attribute
+        'pre[id], ' + 
+        // code blocks inside list items
+        'li > pre, ' + 
+        // PRE tags within an output display container
+        '.cell-output-display > pre'
     );
 
     scrollableRegions.forEach(function(region) {
diff --git a/docs/jupyter101/jupyter101.html b/docs/jupyter101/jupyter101.html
index c609eba..90144f6 100644
--- a/docs/jupyter101/jupyter101.html
+++ b/docs/jupyter101/jupyter101.html
@@ -308,23 +308,23 @@ <h2 class="anchored" data-anchor-id="automatically-closing-brackets">Automatical
 
     // 1. Target all code blocks (Source Code and Code Output <pre> elements)
     // that are scrollable (have overflow:auto/scroll).
-var scrollableRegions = document.querySelectorAll(
+    var scrollableRegions = document.querySelectorAll(
         // 1. Source Code <pre>
         'div.sourceCode > pre, ' + 
-        
         // 2. Output <pre> inside a generic cell-output
         '.cell-output > pre, ' + 
-        
         // 3. The main DIV container for cell-output-display (from previous fix)
         '.cell-output-display.cell-output, ' +
-                
         // 4. PRE tag inside any ANSI-escaped output (e.g., .ansi-escaped-output > pre)
         '.ansi-escaped-output > pre, ' +
-        
         // 5. The deepest container for error output (e.g., #ID > .cell-output-error... > .ansi-escaped-output > pre)
         '.cell-output-error.cell-output > .ansi-escaped-output > pre, ' +
-
-        'pre[id]' // Target any PRE tag that has an ID attribute
+        // Target any PRE tag that has an ID attribute
+        'pre[id], ' + 
+        // code blocks inside list items
+        'li > pre, ' + 
+        // PRE tags within an output display container
+        '.cell-output-display > pre'
     );
 
     scrollableRegions.forEach(function(region) {
diff --git a/docs/jupyter_datahub/jupyter_datahub.html b/docs/jupyter_datahub/jupyter_datahub.html
index 2b6228d..975329a 100644
--- a/docs/jupyter_datahub/jupyter_datahub.html
+++ b/docs/jupyter_datahub/jupyter_datahub.html
@@ -338,23 +338,23 @@ <h2 class="anchored" data-anchor-id="datahub-is-not-loading">Datahub is not load
 
     // 1. Target all code blocks (Source Code and Code Output <pre> elements)
     // that are scrollable (have overflow:auto/scroll).
-var scrollableRegions = document.querySelectorAll(
+    var scrollableRegions = document.querySelectorAll(
         // 1. Source Code <pre>
         'div.sourceCode > pre, ' + 
-        
         // 2. Output <pre> inside a generic cell-output
         '.cell-output > pre, ' + 
-        
         // 3. The main DIV container for cell-output-display (from previous fix)
         '.cell-output-display.cell-output, ' +
-                
         // 4. PRE tag inside any ANSI-escaped output (e.g., .ansi-escaped-output > pre)
         '.ansi-escaped-output > pre, ' +
-        
         // 5. The deepest container for error output (e.g., #ID > .cell-output-error... > .ansi-escaped-output > pre)
         '.cell-output-error.cell-output > .ansi-escaped-output > pre, ' +
-
-        'pre[id]' // Target any PRE tag that has an ID attribute
+        // Target any PRE tag that has an ID attribute
+        'pre[id], ' + 
+        // code blocks inside list items
+        'li > pre, ' + 
+        // PRE tags within an output display container
+        '.cell-output-display > pre'
     );
 
     scrollableRegions.forEach(function(region) {
diff --git a/docs/pandas/pandas.html b/docs/pandas/pandas.html
index e6e10a5..639ce61 100644
--- a/docs/pandas/pandas.html
+++ b/docs/pandas/pandas.html
@@ -358,23 +358,23 @@ <h3 class="anchored" data-anchor-id="valueerror--1-is-not-in-range-keyerror--1">
 
     // 1. Target all code blocks (Source Code and Code Output <pre> elements)
     // that are scrollable (have overflow:auto/scroll).
-var scrollableRegions = document.querySelectorAll(
+    var scrollableRegions = document.querySelectorAll(
         // 1. Source Code <pre>
         'div.sourceCode > pre, ' + 
-        
         // 2. Output <pre> inside a generic cell-output
         '.cell-output > pre, ' + 
-        
         // 3. The main DIV container for cell-output-display (from previous fix)
         '.cell-output-display.cell-output, ' +
-                
         // 4. PRE tag inside any ANSI-escaped output (e.g., .ansi-escaped-output > pre)
         '.ansi-escaped-output > pre, ' +
-        
         // 5. The deepest container for error output (e.g., #ID > .cell-output-error... > .ansi-escaped-output > pre)
         '.cell-output-error.cell-output > .ansi-escaped-output > pre, ' +
-
-        'pre[id]' // Target any PRE tag that has an ID attribute
+        // Target any PRE tag that has an ID attribute
+        'pre[id], ' + 
+        // code blocks inside list items
+        'li > pre, ' + 
+        // PRE tags within an output display container
+        '.cell-output-display > pre'
     );
 
     scrollableRegions.forEach(function(region) {
diff --git a/docs/projA1/projA1.html b/docs/projA1/projA1.html
index 2a92fa5..ea38845 100644
--- a/docs/projA1/projA1.html
+++ b/docs/projA1/projA1.html
@@ -266,23 +266,23 @@ <h3 class="anchored" data-anchor-id="my-ohe-columns-contain-a-lot-of-nan-values"
 
     // 1. Target all code blocks (Source Code and Code Output <pre> elements)
     // that are scrollable (have overflow:auto/scroll).
-var scrollableRegions = document.querySelectorAll(
+    var scrollableRegions = document.querySelectorAll(
         // 1. Source Code <pre>
         'div.sourceCode > pre, ' + 
-        
         // 2. Output <pre> inside a generic cell-output
         '.cell-output > pre, ' + 
-        
         // 3. The main DIV container for cell-output-display (from previous fix)
         '.cell-output-display.cell-output, ' +
-                
         // 4. PRE tag inside any ANSI-escaped output (e.g., .ansi-escaped-output > pre)
         '.ansi-escaped-output > pre, ' +
-        
         // 5. The deepest container for error output (e.g., #ID > .cell-output-error... > .ansi-escaped-output > pre)
         '.cell-output-error.cell-output > .ansi-escaped-output > pre, ' +
-
-        'pre[id]' // Target any PRE tag that has an ID attribute
+        // Target any PRE tag that has an ID attribute
+        'pre[id], ' + 
+        // code blocks inside list items
+        'li > pre, ' + 
+        // PRE tags within an output display container
+        '.cell-output-display > pre'
     );
 
     scrollableRegions.forEach(function(region) {
diff --git a/docs/projA2/projA2.html b/docs/projA2/projA2.html
index de12a47..50529d1 100644
--- a/docs/projA2/projA2.html
+++ b/docs/projA2/projA2.html
@@ -377,23 +377,23 @@ <h3 class="anchored" data-anchor-id="my-code-runs-locally-but-it-fails-for-every
 
     // 1. Target all code blocks (Source Code and Code Output <pre> elements)
     // that are scrollable (have overflow:auto/scroll).
-var scrollableRegions = document.querySelectorAll(
+    var scrollableRegions = document.querySelectorAll(
         // 1. Source Code <pre>
         'div.sourceCode > pre, ' + 
-        
         // 2. Output <pre> inside a generic cell-output
         '.cell-output > pre, ' + 
-        
         // 3. The main DIV container for cell-output-display (from previous fix)
         '.cell-output-display.cell-output, ' +
-                
         // 4. PRE tag inside any ANSI-escaped output (e.g., .ansi-escaped-output > pre)
         '.ansi-escaped-output > pre, ' +
-        
         // 5. The deepest container for error output (e.g., #ID > .cell-output-error... > .ansi-escaped-output > pre)
         '.cell-output-error.cell-output > .ansi-escaped-output > pre, ' +
-
-        'pre[id]' // Target any PRE tag that has an ID attribute
+        // Target any PRE tag that has an ID attribute
+        'pre[id], ' + 
+        // code blocks inside list items
+        'li > pre, ' + 
+        // PRE tags within an output display container
+        '.cell-output-display > pre'
     );
 
     scrollableRegions.forEach(function(region) {
diff --git a/docs/regex/regex.html b/docs/regex/regex.html
index 469319d..45b0bca 100644
--- a/docs/regex/regex.html
+++ b/docs/regex/regex.html
@@ -407,23 +407,23 @@ <h3 class="anchored" data-anchor-id="whats-the-difference-between-re-functions-a
 
     // 1. Target all code blocks (Source Code and Code Output <pre> elements)
     // that are scrollable (have overflow:auto/scroll).
-var scrollableRegions = document.querySelectorAll(
+    var scrollableRegions = document.querySelectorAll(
         // 1. Source Code <pre>
         'div.sourceCode > pre, ' + 
-        
         // 2. Output <pre> inside a generic cell-output
         '.cell-output > pre, ' + 
-        
         // 3. The main DIV container for cell-output-display (from previous fix)
         '.cell-output-display.cell-output, ' +
-                
         // 4. PRE tag inside any ANSI-escaped output (e.g., .ansi-escaped-output > pre)
         '.ansi-escaped-output > pre, ' +
-        
         // 5. The deepest container for error output (e.g., #ID > .cell-output-error... > .ansi-escaped-output > pre)
         '.cell-output-error.cell-output > .ansi-escaped-output > pre, ' +
-
-        'pre[id]' // Target any PRE tag that has an ID attribute
+        // Target any PRE tag that has an ID attribute
+        'pre[id], ' + 
+        // code blocks inside list items
+        'li > pre, ' + 
+        // PRE tags within an output display container
+        '.cell-output-display > pre'
     );
 
     scrollableRegions.forEach(function(region) {
diff --git a/docs/sql/sql.html b/docs/sql/sql.html
index 09c5ccc..8971769 100644
--- a/docs/sql/sql.html
+++ b/docs/sql/sql.html
@@ -396,23 +396,23 @@ <h3 class="anchored" data-anchor-id="my-query-runs-but-im-not-passing-the-tests"
 
     // 1. Target all code blocks (Source Code and Code Output <pre> elements)
     // that are scrollable (have overflow:auto/scroll).
-var scrollableRegions = document.querySelectorAll(
+    var scrollableRegions = document.querySelectorAll(
         // 1. Source Code <pre>
         'div.sourceCode > pre, ' + 
-        
         // 2. Output <pre> inside a generic cell-output
         '.cell-output > pre, ' + 
-        
         // 3. The main DIV container for cell-output-display (from previous fix)
         '.cell-output-display.cell-output, ' +
-                
         // 4. PRE tag inside any ANSI-escaped output (e.g., .ansi-escaped-output > pre)
         '.ansi-escaped-output > pre, ' +
-        
         // 5. The deepest container for error output (e.g., #ID > .cell-output-error... > .ansi-escaped-output > pre)
         '.cell-output-error.cell-output > .ansi-escaped-output > pre, ' +
-
-        'pre[id]' // Target any PRE tag that has an ID attribute
+        // Target any PRE tag that has an ID attribute
+        'pre[id], ' + 
+        // code blocks inside list items
+        'li > pre, ' + 
+        // PRE tags within an output display container
+        '.cell-output-display > pre'
     );
 
     scrollableRegions.forEach(function(region) {
diff --git a/docs/visualizations/visualizations.html b/docs/visualizations/visualizations.html
index 723748e..e246865 100644
--- a/docs/visualizations/visualizations.html
+++ b/docs/visualizations/visualizations.html
@@ -380,23 +380,23 @@ <h2 class="anchored" data-anchor-id="my-sns.lineplot-has-an-unwanted-shaded-regi
 
     // 1. Target all code blocks (Source Code and Code Output <pre> elements)
     // that are scrollable (have overflow:auto/scroll).
-var scrollableRegions = document.querySelectorAll(
+    var scrollableRegions = document.querySelectorAll(
         // 1. Source Code <pre>
         'div.sourceCode > pre, ' + 
-        
         // 2. Output <pre> inside a generic cell-output
         '.cell-output > pre, ' + 
-        
         // 3. The main DIV container for cell-output-display (from previous fix)
         '.cell-output-display.cell-output, ' +
-                
         // 4. PRE tag inside any ANSI-escaped output (e.g., .ansi-escaped-output > pre)
         '.ansi-escaped-output > pre, ' +
-        
         // 5. The deepest container for error output (e.g., #ID > .cell-output-error... > .ansi-escaped-output > pre)
         '.cell-output-error.cell-output > .ansi-escaped-output > pre, ' +
-
-        'pre[id]' // Target any PRE tag that has an ID attribute
+        // Target any PRE tag that has an ID attribute
+        'pre[id], ' + 
+        // code blocks inside list items
+        'li > pre, ' + 
+        // PRE tags within an output display container
+        '.cell-output-display > pre'
     );
 
     scrollableRegions.forEach(function(region) {

From 8d388d7ce5d285f0ef732e539fda29cd3eba17df Mon Sep 17 00:00:00 2001
From: Silas Santini <70163606+pancakereport@users.noreply.github.com>
Date: Mon, 15 Dec 2025 19:11:42 -0800
Subject: [PATCH 11/11] simplify and broaden scrollable region fix

---
 a11y-fixes.html                               | 35 ++++++-------------
 .../autograder_gradescope.html                | 35 ++++++-------------
 docs/index.html                               | 35 ++++++-------------
 docs/jupyter101/jupyter101.html               | 35 ++++++-------------
 docs/jupyter_datahub/jupyter_datahub.html     | 35 ++++++-------------
 docs/pandas/pandas.html                       | 35 ++++++-------------
 docs/projA1/projA1.html                       | 35 ++++++-------------
 docs/projA2/projA2.html                       | 35 ++++++-------------
 docs/regex/regex.html                         | 35 ++++++-------------
 docs/sql/sql.html                             | 35 ++++++-------------
 docs/visualizations/visualizations.html       | 35 ++++++-------------
 11 files changed, 121 insertions(+), 264 deletions(-)

diff --git a/a11y-fixes.html b/a11y-fixes.html
index e024d0e..4235e03 100644
--- a/a11y-fixes.html
+++ b/a11y-fixes.html
@@ -17,32 +17,19 @@
         }
     });
 
-    // 1. Target all code blocks (Source Code and Code Output <pre> elements)
-    // that are scrollable (have overflow:auto/scroll).
-    var scrollableRegions = document.querySelectorAll(
-        // 1. Source Code <pre>
-        'div.sourceCode > pre, ' + 
-        // 2. Output <pre> inside a generic cell-output
-        '.cell-output > pre, ' + 
-        // 3. The main DIV container for cell-output-display (from previous fix)
-        '.cell-output-display.cell-output, ' +
-        // 4. PRE tag inside any ANSI-escaped output (e.g., .ansi-escaped-output > pre)
-        '.ansi-escaped-output > pre, ' +
-        // 5. The deepest container for error output (e.g., #ID > .cell-output-error... > .ansi-escaped-output > pre)
-        '.cell-output-error.cell-output > .ansi-escaped-output > pre, ' +
-        // Target any PRE tag that has an ID attribute
-        'pre[id], ' + 
-        // code blocks inside list items
-        'li > pre, ' + 
-        // PRE tags within an output display container
-        '.cell-output-display > pre'
-    );
+    // Scrollable Region Accessibility Fix:
+    // Target ALL <pre> elements, as they are the source of the scrollable-region-focusable errors.
+    var scrollableRegions = document.querySelectorAll('pre'); 
 
     scrollableRegions.forEach(function(region) {
-        // Check if the element actually has horizontal overflow (is scrollable)
-        // Add tabindex="0" to make the region keyboard-focusable.
-        if (region.getAttribute('tabindex') === null || region.getAttribute('tabindex') === undefined) {
-             region.setAttribute('tabindex', '0');
+        // Check if the element has horizontal overflow (is scrollable).
+        const hasScrollbar = region.scrollWidth > region.clientWidth || region.scrollHeight > region.clientHeight;
+
+        if (hasScrollbar) {
+            // If it is scrollable AND it doesn't already have tabindex="0" (or a different value)
+            if (region.getAttribute('tabindex') === null || region.getAttribute('tabindex') === undefined) {
+                    region.setAttribute('tabindex', '0');
+            }
         }
     });
 });
diff --git a/docs/autograder_gradescope/autograder_gradescope.html b/docs/autograder_gradescope/autograder_gradescope.html
index 4f32089..53777d0 100644
--- a/docs/autograder_gradescope/autograder_gradescope.html
+++ b/docs/autograder_gradescope/autograder_gradescope.html
@@ -332,32 +332,19 @@ <h3 class="anchored" data-anchor-id="my-autograder-keeps-runningtimed-out">My au
         }
     });
 
-    // 1. Target all code blocks (Source Code and Code Output <pre> elements)
-    // that are scrollable (have overflow:auto/scroll).
-    var scrollableRegions = document.querySelectorAll(
-        // 1. Source Code <pre>
-        'div.sourceCode > pre, ' + 
-        // 2. Output <pre> inside a generic cell-output
-        '.cell-output > pre, ' + 
-        // 3. The main DIV container for cell-output-display (from previous fix)
-        '.cell-output-display.cell-output, ' +
-        // 4. PRE tag inside any ANSI-escaped output (e.g., .ansi-escaped-output > pre)
-        '.ansi-escaped-output > pre, ' +
-        // 5. The deepest container for error output (e.g., #ID > .cell-output-error... > .ansi-escaped-output > pre)
-        '.cell-output-error.cell-output > .ansi-escaped-output > pre, ' +
-        // Target any PRE tag that has an ID attribute
-        'pre[id], ' + 
-        // code blocks inside list items
-        'li > pre, ' + 
-        // PRE tags within an output display container
-        '.cell-output-display > pre'
-    );
+    // Scrollable Region Accessibility Fix:
+    // Target ALL <pre> elements, as they are the source of the scrollable-region-focusable errors.
+    var scrollableRegions = document.querySelectorAll('pre'); 
 
     scrollableRegions.forEach(function(region) {
-        // Check if the element actually has horizontal overflow (is scrollable)
-        // Add tabindex="0" to make the region keyboard-focusable.
-        if (region.getAttribute('tabindex') === null || region.getAttribute('tabindex') === undefined) {
-             region.setAttribute('tabindex', '0');
+        // Check if the element has horizontal overflow (is scrollable).
+        const hasScrollbar = region.scrollWidth > region.clientWidth || region.scrollHeight > region.clientHeight;
+
+        if (hasScrollbar) {
+            // If it is scrollable AND it doesn't already have tabindex="0" (or a different value)
+            if (region.getAttribute('tabindex') === null || region.getAttribute('tabindex') === undefined) {
+                    region.setAttribute('tabindex', '0');
+            }
         }
     });
 });
diff --git a/docs/index.html b/docs/index.html
index e529443..ddfffb9 100644
--- a/docs/index.html
+++ b/docs/index.html
@@ -229,32 +229,19 @@ <h2 class="anchored" data-anchor-id="authors">Authors</h2>
         }
     });
 
-    // 1. Target all code blocks (Source Code and Code Output <pre> elements)
-    // that are scrollable (have overflow:auto/scroll).
-    var scrollableRegions = document.querySelectorAll(
-        // 1. Source Code <pre>
-        'div.sourceCode > pre, ' + 
-        // 2. Output <pre> inside a generic cell-output
-        '.cell-output > pre, ' + 
-        // 3. The main DIV container for cell-output-display (from previous fix)
-        '.cell-output-display.cell-output, ' +
-        // 4. PRE tag inside any ANSI-escaped output (e.g., .ansi-escaped-output > pre)
-        '.ansi-escaped-output > pre, ' +
-        // 5. The deepest container for error output (e.g., #ID > .cell-output-error... > .ansi-escaped-output > pre)
-        '.cell-output-error.cell-output > .ansi-escaped-output > pre, ' +
-        // Target any PRE tag that has an ID attribute
-        'pre[id], ' + 
-        // code blocks inside list items
-        'li > pre, ' + 
-        // PRE tags within an output display container
-        '.cell-output-display > pre'
-    );
+    // Scrollable Region Accessibility Fix:
+    // Target ALL <pre> elements, as they are the source of the scrollable-region-focusable errors.
+    var scrollableRegions = document.querySelectorAll('pre'); 
 
     scrollableRegions.forEach(function(region) {
-        // Check if the element actually has horizontal overflow (is scrollable)
-        // Add tabindex="0" to make the region keyboard-focusable.
-        if (region.getAttribute('tabindex') === null || region.getAttribute('tabindex') === undefined) {
-             region.setAttribute('tabindex', '0');
+        // Check if the element has horizontal overflow (is scrollable).
+        const hasScrollbar = region.scrollWidth > region.clientWidth || region.scrollHeight > region.clientHeight;
+
+        if (hasScrollbar) {
+            // If it is scrollable AND it doesn't already have tabindex="0" (or a different value)
+            if (region.getAttribute('tabindex') === null || region.getAttribute('tabindex') === undefined) {
+                    region.setAttribute('tabindex', '0');
+            }
         }
     });
 });
diff --git a/docs/jupyter101/jupyter101.html b/docs/jupyter101/jupyter101.html
index 90144f6..75a6ae0 100644
--- a/docs/jupyter101/jupyter101.html
+++ b/docs/jupyter101/jupyter101.html
@@ -306,32 +306,19 @@ <h2 class="anchored" data-anchor-id="automatically-closing-brackets">Automatical
         }
     });
 
-    // 1. Target all code blocks (Source Code and Code Output <pre> elements)
-    // that are scrollable (have overflow:auto/scroll).
-    var scrollableRegions = document.querySelectorAll(
-        // 1. Source Code <pre>
-        'div.sourceCode > pre, ' + 
-        // 2. Output <pre> inside a generic cell-output
-        '.cell-output > pre, ' + 
-        // 3. The main DIV container for cell-output-display (from previous fix)
-        '.cell-output-display.cell-output, ' +
-        // 4. PRE tag inside any ANSI-escaped output (e.g., .ansi-escaped-output > pre)
-        '.ansi-escaped-output > pre, ' +
-        // 5. The deepest container for error output (e.g., #ID > .cell-output-error... > .ansi-escaped-output > pre)
-        '.cell-output-error.cell-output > .ansi-escaped-output > pre, ' +
-        // Target any PRE tag that has an ID attribute
-        'pre[id], ' + 
-        // code blocks inside list items
-        'li > pre, ' + 
-        // PRE tags within an output display container
-        '.cell-output-display > pre'
-    );
+    // Scrollable Region Accessibility Fix:
+    // Target ALL <pre> elements, as they are the source of the scrollable-region-focusable errors.
+    var scrollableRegions = document.querySelectorAll('pre'); 
 
     scrollableRegions.forEach(function(region) {
-        // Check if the element actually has horizontal overflow (is scrollable)
-        // Add tabindex="0" to make the region keyboard-focusable.
-        if (region.getAttribute('tabindex') === null || region.getAttribute('tabindex') === undefined) {
-             region.setAttribute('tabindex', '0');
+        // Check if the element has horizontal overflow (is scrollable).
+        const hasScrollbar = region.scrollWidth > region.clientWidth || region.scrollHeight > region.clientHeight;
+
+        if (hasScrollbar) {
+            // If it is scrollable AND it doesn't already have tabindex="0" (or a different value)
+            if (region.getAttribute('tabindex') === null || region.getAttribute('tabindex') === undefined) {
+                    region.setAttribute('tabindex', '0');
+            }
         }
     });
 });
diff --git a/docs/jupyter_datahub/jupyter_datahub.html b/docs/jupyter_datahub/jupyter_datahub.html
index 975329a..691df2d 100644
--- a/docs/jupyter_datahub/jupyter_datahub.html
+++ b/docs/jupyter_datahub/jupyter_datahub.html
@@ -336,32 +336,19 @@ <h2 class="anchored" data-anchor-id="datahub-is-not-loading">Datahub is not load
         }
     });
 
-    // 1. Target all code blocks (Source Code and Code Output <pre> elements)
-    // that are scrollable (have overflow:auto/scroll).
-    var scrollableRegions = document.querySelectorAll(
-        // 1. Source Code <pre>
-        'div.sourceCode > pre, ' + 
-        // 2. Output <pre> inside a generic cell-output
-        '.cell-output > pre, ' + 
-        // 3. The main DIV container for cell-output-display (from previous fix)
-        '.cell-output-display.cell-output, ' +
-        // 4. PRE tag inside any ANSI-escaped output (e.g., .ansi-escaped-output > pre)
-        '.ansi-escaped-output > pre, ' +
-        // 5. The deepest container for error output (e.g., #ID > .cell-output-error... > .ansi-escaped-output > pre)
-        '.cell-output-error.cell-output > .ansi-escaped-output > pre, ' +
-        // Target any PRE tag that has an ID attribute
-        'pre[id], ' + 
-        // code blocks inside list items
-        'li > pre, ' + 
-        // PRE tags within an output display container
-        '.cell-output-display > pre'
-    );
+    // Scrollable Region Accessibility Fix:
+    // Target ALL <pre> elements, as they are the source of the scrollable-region-focusable errors.
+    var scrollableRegions = document.querySelectorAll('pre'); 
 
     scrollableRegions.forEach(function(region) {
-        // Check if the element actually has horizontal overflow (is scrollable)
-        // Add tabindex="0" to make the region keyboard-focusable.
-        if (region.getAttribute('tabindex') === null || region.getAttribute('tabindex') === undefined) {
-             region.setAttribute('tabindex', '0');
+        // Check if the element has horizontal overflow (is scrollable).
+        const hasScrollbar = region.scrollWidth > region.clientWidth || region.scrollHeight > region.clientHeight;
+
+        if (hasScrollbar) {
+            // If it is scrollable AND it doesn't already have tabindex="0" (or a different value)
+            if (region.getAttribute('tabindex') === null || region.getAttribute('tabindex') === undefined) {
+                    region.setAttribute('tabindex', '0');
+            }
         }
     });
 });
diff --git a/docs/pandas/pandas.html b/docs/pandas/pandas.html
index 639ce61..c008679 100644
--- a/docs/pandas/pandas.html
+++ b/docs/pandas/pandas.html
@@ -356,32 +356,19 @@ <h3 class="anchored" data-anchor-id="valueerror--1-is-not-in-range-keyerror--1">
         }
     });
 
-    // 1. Target all code blocks (Source Code and Code Output <pre> elements)
-    // that are scrollable (have overflow:auto/scroll).
-    var scrollableRegions = document.querySelectorAll(
-        // 1. Source Code <pre>
-        'div.sourceCode > pre, ' + 
-        // 2. Output <pre> inside a generic cell-output
-        '.cell-output > pre, ' + 
-        // 3. The main DIV container for cell-output-display (from previous fix)
-        '.cell-output-display.cell-output, ' +
-        // 4. PRE tag inside any ANSI-escaped output (e.g., .ansi-escaped-output > pre)
-        '.ansi-escaped-output > pre, ' +
-        // 5. The deepest container for error output (e.g., #ID > .cell-output-error... > .ansi-escaped-output > pre)
-        '.cell-output-error.cell-output > .ansi-escaped-output > pre, ' +
-        // Target any PRE tag that has an ID attribute
-        'pre[id], ' + 
-        // code blocks inside list items
-        'li > pre, ' + 
-        // PRE tags within an output display container
-        '.cell-output-display > pre'
-    );
+    // Scrollable Region Accessibility Fix:
+    // Target ALL <pre> elements, as they are the source of the scrollable-region-focusable errors.
+    var scrollableRegions = document.querySelectorAll('pre'); 
 
     scrollableRegions.forEach(function(region) {
-        // Check if the element actually has horizontal overflow (is scrollable)
-        // Add tabindex="0" to make the region keyboard-focusable.
-        if (region.getAttribute('tabindex') === null || region.getAttribute('tabindex') === undefined) {
-             region.setAttribute('tabindex', '0');
+        // Check if the element has horizontal overflow (is scrollable).
+        const hasScrollbar = region.scrollWidth > region.clientWidth || region.scrollHeight > region.clientHeight;
+
+        if (hasScrollbar) {
+            // If it is scrollable AND it doesn't already have tabindex="0" (or a different value)
+            if (region.getAttribute('tabindex') === null || region.getAttribute('tabindex') === undefined) {
+                    region.setAttribute('tabindex', '0');
+            }
         }
     });
 });
diff --git a/docs/projA1/projA1.html b/docs/projA1/projA1.html
index ea38845..9373007 100644
--- a/docs/projA1/projA1.html
+++ b/docs/projA1/projA1.html
@@ -264,32 +264,19 @@ <h3 class="anchored" data-anchor-id="my-ohe-columns-contain-a-lot-of-nan-values"
         }
     });
 
-    // 1. Target all code blocks (Source Code and Code Output <pre> elements)
-    // that are scrollable (have overflow:auto/scroll).
-    var scrollableRegions = document.querySelectorAll(
-        // 1. Source Code <pre>
-        'div.sourceCode > pre, ' + 
-        // 2. Output <pre> inside a generic cell-output
-        '.cell-output > pre, ' + 
-        // 3. The main DIV container for cell-output-display (from previous fix)
-        '.cell-output-display.cell-output, ' +
-        // 4. PRE tag inside any ANSI-escaped output (e.g., .ansi-escaped-output > pre)
-        '.ansi-escaped-output > pre, ' +
-        // 5. The deepest container for error output (e.g., #ID > .cell-output-error... > .ansi-escaped-output > pre)
-        '.cell-output-error.cell-output > .ansi-escaped-output > pre, ' +
-        // Target any PRE tag that has an ID attribute
-        'pre[id], ' + 
-        // code blocks inside list items
-        'li > pre, ' + 
-        // PRE tags within an output display container
-        '.cell-output-display > pre'
-    );
+    // Scrollable Region Accessibility Fix:
+    // Target ALL <pre> elements, as they are the source of the scrollable-region-focusable errors.
+    var scrollableRegions = document.querySelectorAll('pre'); 
 
     scrollableRegions.forEach(function(region) {
-        // Check if the element actually has horizontal overflow (is scrollable)
-        // Add tabindex="0" to make the region keyboard-focusable.
-        if (region.getAttribute('tabindex') === null || region.getAttribute('tabindex') === undefined) {
-             region.setAttribute('tabindex', '0');
+        // Check if the element has horizontal overflow (is scrollable).
+        const hasScrollbar = region.scrollWidth > region.clientWidth || region.scrollHeight > region.clientHeight;
+
+        if (hasScrollbar) {
+            // If it is scrollable AND it doesn't already have tabindex="0" (or a different value)
+            if (region.getAttribute('tabindex') === null || region.getAttribute('tabindex') === undefined) {
+                    region.setAttribute('tabindex', '0');
+            }
         }
     });
 });
diff --git a/docs/projA2/projA2.html b/docs/projA2/projA2.html
index 50529d1..4bc4a89 100644
--- a/docs/projA2/projA2.html
+++ b/docs/projA2/projA2.html
@@ -375,32 +375,19 @@ <h3 class="anchored" data-anchor-id="my-code-runs-locally-but-it-fails-for-every
         }
     });
 
-    // 1. Target all code blocks (Source Code and Code Output <pre> elements)
-    // that are scrollable (have overflow:auto/scroll).
-    var scrollableRegions = document.querySelectorAll(
-        // 1. Source Code <pre>
-        'div.sourceCode > pre, ' + 
-        // 2. Output <pre> inside a generic cell-output
-        '.cell-output > pre, ' + 
-        // 3. The main DIV container for cell-output-display (from previous fix)
-        '.cell-output-display.cell-output, ' +
-        // 4. PRE tag inside any ANSI-escaped output (e.g., .ansi-escaped-output > pre)
-        '.ansi-escaped-output > pre, ' +
-        // 5. The deepest container for error output (e.g., #ID > .cell-output-error... > .ansi-escaped-output > pre)
-        '.cell-output-error.cell-output > .ansi-escaped-output > pre, ' +
-        // Target any PRE tag that has an ID attribute
-        'pre[id], ' + 
-        // code blocks inside list items
-        'li > pre, ' + 
-        // PRE tags within an output display container
-        '.cell-output-display > pre'
-    );
+    // Scrollable Region Accessibility Fix:
+    // Target ALL <pre> elements, as they are the source of the scrollable-region-focusable errors.
+    var scrollableRegions = document.querySelectorAll('pre'); 
 
     scrollableRegions.forEach(function(region) {
-        // Check if the element actually has horizontal overflow (is scrollable)
-        // Add tabindex="0" to make the region keyboard-focusable.
-        if (region.getAttribute('tabindex') === null || region.getAttribute('tabindex') === undefined) {
-             region.setAttribute('tabindex', '0');
+        // Check if the element has horizontal overflow (is scrollable).
+        const hasScrollbar = region.scrollWidth > region.clientWidth || region.scrollHeight > region.clientHeight;
+
+        if (hasScrollbar) {
+            // If it is scrollable AND it doesn't already have tabindex="0" (or a different value)
+            if (region.getAttribute('tabindex') === null || region.getAttribute('tabindex') === undefined) {
+                    region.setAttribute('tabindex', '0');
+            }
         }
     });
 });
diff --git a/docs/regex/regex.html b/docs/regex/regex.html
index 45b0bca..3834eef 100644
--- a/docs/regex/regex.html
+++ b/docs/regex/regex.html
@@ -405,32 +405,19 @@ <h3 class="anchored" data-anchor-id="whats-the-difference-between-re-functions-a
         }
     });
 
-    // 1. Target all code blocks (Source Code and Code Output <pre> elements)
-    // that are scrollable (have overflow:auto/scroll).
-    var scrollableRegions = document.querySelectorAll(
-        // 1. Source Code <pre>
-        'div.sourceCode > pre, ' + 
-        // 2. Output <pre> inside a generic cell-output
-        '.cell-output > pre, ' + 
-        // 3. The main DIV container for cell-output-display (from previous fix)
-        '.cell-output-display.cell-output, ' +
-        // 4. PRE tag inside any ANSI-escaped output (e.g., .ansi-escaped-output > pre)
-        '.ansi-escaped-output > pre, ' +
-        // 5. The deepest container for error output (e.g., #ID > .cell-output-error... > .ansi-escaped-output > pre)
-        '.cell-output-error.cell-output > .ansi-escaped-output > pre, ' +
-        // Target any PRE tag that has an ID attribute
-        'pre[id], ' + 
-        // code blocks inside list items
-        'li > pre, ' + 
-        // PRE tags within an output display container
-        '.cell-output-display > pre'
-    );
+    // Scrollable Region Accessibility Fix:
+    // Target ALL <pre> elements, as they are the source of the scrollable-region-focusable errors.
+    var scrollableRegions = document.querySelectorAll('pre'); 
 
     scrollableRegions.forEach(function(region) {
-        // Check if the element actually has horizontal overflow (is scrollable)
-        // Add tabindex="0" to make the region keyboard-focusable.
-        if (region.getAttribute('tabindex') === null || region.getAttribute('tabindex') === undefined) {
-             region.setAttribute('tabindex', '0');
+        // Check if the element has horizontal overflow (is scrollable).
+        const hasScrollbar = region.scrollWidth > region.clientWidth || region.scrollHeight > region.clientHeight;
+
+        if (hasScrollbar) {
+            // If it is scrollable AND it doesn't already have tabindex="0" (or a different value)
+            if (region.getAttribute('tabindex') === null || region.getAttribute('tabindex') === undefined) {
+                    region.setAttribute('tabindex', '0');
+            }
         }
     });
 });
diff --git a/docs/sql/sql.html b/docs/sql/sql.html
index 8971769..b0396fd 100644
--- a/docs/sql/sql.html
+++ b/docs/sql/sql.html
@@ -394,32 +394,19 @@ <h3 class="anchored" data-anchor-id="my-query-runs-but-im-not-passing-the-tests"
         }
     });
 
-    // 1. Target all code blocks (Source Code and Code Output <pre> elements)
-    // that are scrollable (have overflow:auto/scroll).
-    var scrollableRegions = document.querySelectorAll(
-        // 1. Source Code <pre>
-        'div.sourceCode > pre, ' + 
-        // 2. Output <pre> inside a generic cell-output
-        '.cell-output > pre, ' + 
-        // 3. The main DIV container for cell-output-display (from previous fix)
-        '.cell-output-display.cell-output, ' +
-        // 4. PRE tag inside any ANSI-escaped output (e.g., .ansi-escaped-output > pre)
-        '.ansi-escaped-output > pre, ' +
-        // 5. The deepest container for error output (e.g., #ID > .cell-output-error... > .ansi-escaped-output > pre)
-        '.cell-output-error.cell-output > .ansi-escaped-output > pre, ' +
-        // Target any PRE tag that has an ID attribute
-        'pre[id], ' + 
-        // code blocks inside list items
-        'li > pre, ' + 
-        // PRE tags within an output display container
-        '.cell-output-display > pre'
-    );
+    // Scrollable Region Accessibility Fix:
+    // Target ALL <pre> elements, as they are the source of the scrollable-region-focusable errors.
+    var scrollableRegions = document.querySelectorAll('pre'); 
 
     scrollableRegions.forEach(function(region) {
-        // Check if the element actually has horizontal overflow (is scrollable)
-        // Add tabindex="0" to make the region keyboard-focusable.
-        if (region.getAttribute('tabindex') === null || region.getAttribute('tabindex') === undefined) {
-             region.setAttribute('tabindex', '0');
+        // Check if the element has horizontal overflow (is scrollable).
+        const hasScrollbar = region.scrollWidth > region.clientWidth || region.scrollHeight > region.clientHeight;
+
+        if (hasScrollbar) {
+            // If it is scrollable AND it doesn't already have tabindex="0" (or a different value)
+            if (region.getAttribute('tabindex') === null || region.getAttribute('tabindex') === undefined) {
+                    region.setAttribute('tabindex', '0');
+            }
         }
     });
 });
diff --git a/docs/visualizations/visualizations.html b/docs/visualizations/visualizations.html
index e246865..2f8a18b 100644
--- a/docs/visualizations/visualizations.html
+++ b/docs/visualizations/visualizations.html
@@ -378,32 +378,19 @@ <h2 class="anchored" data-anchor-id="my-sns.lineplot-has-an-unwanted-shaded-regi
         }
     });
 
-    // 1. Target all code blocks (Source Code and Code Output <pre> elements)
-    // that are scrollable (have overflow:auto/scroll).
-    var scrollableRegions = document.querySelectorAll(
-        // 1. Source Code <pre>
-        'div.sourceCode > pre, ' + 
-        // 2. Output <pre> inside a generic cell-output
-        '.cell-output > pre, ' + 
-        // 3. The main DIV container for cell-output-display (from previous fix)
-        '.cell-output-display.cell-output, ' +
-        // 4. PRE tag inside any ANSI-escaped output (e.g., .ansi-escaped-output > pre)
-        '.ansi-escaped-output > pre, ' +
-        // 5. The deepest container for error output (e.g., #ID > .cell-output-error... > .ansi-escaped-output > pre)
-        '.cell-output-error.cell-output > .ansi-escaped-output > pre, ' +
-        // Target any PRE tag that has an ID attribute
-        'pre[id], ' + 
-        // code blocks inside list items
-        'li > pre, ' + 
-        // PRE tags within an output display container
-        '.cell-output-display > pre'
-    );
+    // Scrollable Region Accessibility Fix:
+    // Target ALL <pre> elements, as they are the source of the scrollable-region-focusable errors.
+    var scrollableRegions = document.querySelectorAll('pre'); 
 
     scrollableRegions.forEach(function(region) {
-        // Check if the element actually has horizontal overflow (is scrollable)
-        // Add tabindex="0" to make the region keyboard-focusable.
-        if (region.getAttribute('tabindex') === null || region.getAttribute('tabindex') === undefined) {
-             region.setAttribute('tabindex', '0');
+        // Check if the element has horizontal overflow (is scrollable).
+        const hasScrollbar = region.scrollWidth > region.clientWidth || region.scrollHeight > region.clientHeight;
+
+        if (hasScrollbar) {
+            // If it is scrollable AND it doesn't already have tabindex="0" (or a different value)
+            if (region.getAttribute('tabindex') === null || region.getAttribute('tabindex') === undefined) {
+                    region.setAttribute('tabindex', '0');
+            }
         }
     });
 });