From 8b51812d1f080266ba66cbc026f04e105bf6ba46 Mon Sep 17 00:00:00 2001
From: GitHub Actions <actions@github.com>
Date: Tue, 5 Dec 2023 00:09:42 +0000
Subject: [PATCH] site deploy

Auto-generated via {sandpaper}
Source  : 0e7b43ad7e5daa24ed068d354e71aebf8900cf04
Branch  : md-outputs
Author  : GitHub Actions <actions@github.com>
Time    : 2023-11-28 00:10:14 +0000
Message : markdown source builds

Auto-generated via {sandpaper}
Source  : f402c81d5e053a06755efa313e9de3aebfd19bc6
Branch  : main
Author  : Erin Becker <erinstellabecker@gmail.com>
Time    : 2023-10-20 13:22:31 +0000
Message : Merge pull request #877 from klgallagher/main

Formatting changes to episodes
---
 00-before-we-start.html                  | 12 ++-----
 01-intro-to-r.html                       | 24 +++++--------
 02-starting-with-data.html               | 20 ++++-------
 03-dplyr.html                            | 12 ++-----
 04-visualization-ggplot2.html            | 12 ++-----
 05-r-and-databases.html                  | 16 +++------
 404.html                                 | 14 +++-----
 CITATION.html                            | 12 ++-----
 CONDUCT.html                             | 12 ++-----
 LICENSE.html                             | 12 ++-----
 NEWS.html                                | 12 ++-----
 aio.html                                 | 38 +++++++++-----------
 assets/styles.css                        |  2 +-
 assets/styles.css.map                    |  2 +-
 images.html                              | 14 +++-----
 index.html                               | 20 ++++-------
 instructor-notes.html                    | 14 +++-----
 instructor/00-before-we-start.html       | 17 ++++-----
 instructor/01-intro-to-r.html            | 29 +++++++--------
 instructor/02-starting-with-data.html    | 25 ++++++-------
 instructor/03-dplyr.html                 | 17 ++++-----
 instructor/04-visualization-ggplot2.html | 17 ++++-----
 instructor/05-r-and-databases.html       | 21 +++++------
 instructor/404.html                      | 14 +++-----
 instructor/CITATION.html                 | 17 ++++-----
 instructor/CONDUCT.html                  | 17 ++++-----
 instructor/LICENSE.html                  | 17 ++++-----
 instructor/NEWS.html                     | 17 ++++-----
 instructor/aio.html                      | 46 ++++++++++++------------
 instructor/images.html                   | 22 ++++++------
 instructor/index.html                    | 25 ++++++-------
 instructor/instructor-notes.html         | 22 ++++++------
 instructor/key-points.html               | 22 ++++++------
 instructor/profiles.html                 | 19 ++++------
 instructor/reference.html                | 17 ++++-----
 key-points.html                          | 14 +++-----
 pkgdown.yml                              |  2 +-
 profiles.html                            | 14 +++-----
 reference.html                           | 12 ++-----
 39 files changed, 242 insertions(+), 429 deletions(-)

diff --git a/00-before-we-start.html b/00-before-we-start.html
index 4cb32264..ceaf6a10 100644
--- a/00-before-we-start.html
+++ b/00-before-we-start.html
@@ -240,12 +240,6 @@ <h2 class="accordion-header" id="flush-headingTwelve">
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
             
-              <form method="get" action="files/code-handout.R">
-                <button action="submit" class="btn btn-primary-outline">Download Lesson Handout</button>
-              </form>
-              <!-- TODO: Generate Slides -->
-              <!-- <button class="btn btn-primary-outline">Export All Slides</button> -->
-            
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -848,9 +842,9 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under CC-BY 4.0</a> by <a href="https://carpentries.org" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -872,7 +866,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "identifier": "https://datacarpentry.github.io/R-ecology-lesson/00-before-we-start.html",
   "dateCreated": "2015-04-02",
   "dateModified": "2023-11-21",
-  "datePublished": "2023-11-28"
+  "datePublished": "2023-12-05"
 }
 
   </script><script>
diff --git a/01-intro-to-r.html b/01-intro-to-r.html
index 9c95e075..981dc38a 100644
--- a/01-intro-to-r.html
+++ b/01-intro-to-r.html
@@ -236,12 +236,6 @@ <h2 class="accordion-header" id="flush-headingTwelve">
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
             
-              <form method="get" action="files/code-handout.R">
-                <button action="submit" class="btn btn-primary-outline">Download Lesson Handout</button>
-              </form>
-              <!-- TODO: Generate Slides -->
-              <!-- <button class="btn btn-primary-outline">Export All Slides</button> -->
-            
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -727,7 +721,7 @@ <h4 class="accordion-header" id="headingSolution1">
   Show me the solution
   </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <p>R implicitly converts them to all be the same type</p>
 </div>
@@ -766,7 +760,7 @@ <h4 class="accordion-header" id="headingSolution2">
   Show me the solution
   </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
 <div class="accordion-body">
 <p>Vectors can be of only one data type. R tries to convert (coerce) the
 content of this vector to find a “common denominator” that doesn’t lose
@@ -804,7 +798,7 @@ <h4 class="accordion-header" id="headingSolution3">
   Show me the solution
   </h4>
 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
 <div class="accordion-body">
 <p>Only one. There is no memory of past data types, and the coercion
 happens the first time the vector is evaluated. Therefore, the
@@ -839,7 +833,7 @@ <h4 class="accordion-header" id="headingSolution4">
   Show me the solution
   </h4>
 </button>
-<div id="collapseSolution4" class="accordion-collapse collapse" aria-labelledby="headingSolution4" data-bs-parent="#accordionSolution4">
+<div id="collapseSolution4" class="accordion-collapse collapse" data-bs-parent="#accordionSolution4" aria-labelledby="headingSolution4">
 <div class="accordion-body">
 <p>logical → numeric → character ← logical</p>
 </div>
@@ -1041,7 +1035,7 @@ <h4 class="accordion-header" id="headingSolution5">
   Show me the solution
   </h4>
 </button>
-<div id="collapseSolution5" class="accordion-collapse collapse" aria-labelledby="headingSolution5" data-bs-parent="#accordionSolution5">
+<div id="collapseSolution5" class="accordion-collapse collapse" data-bs-parent="#accordionSolution5" aria-labelledby="headingSolution5">
 <div class="accordion-body">
 <p>When using “&gt;” or “&lt;” on strings, R compares their alphabetical
 order. Here “four” comes after “five”, and therefore is “greater than”
@@ -1122,7 +1116,7 @@ <h4 class="accordion-header" id="headingSolution6">
   Show me the solution
   </h4>
 </button>
-<div id="collapseSolution6" class="accordion-collapse collapse" aria-labelledby="headingSolution6" data-bs-parent="#accordionSolution6">
+<div id="collapseSolution6" class="accordion-collapse collapse" data-bs-parent="#accordionSolution6" aria-labelledby="headingSolution6">
 <div class="accordion-body">
 <div class="codewrapper sourceCode" id="cb56">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -1214,9 +1208,9 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under CC-BY 4.0</a> by <a href="https://carpentries.org" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -1238,7 +1232,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "identifier": "https://datacarpentry.github.io/R-ecology-lesson/01-intro-to-r.html",
   "dateCreated": "2015-04-02",
   "dateModified": "2023-11-21",
-  "datePublished": "2023-11-28"
+  "datePublished": "2023-12-05"
 }
 
   </script><script>
diff --git a/02-starting-with-data.html b/02-starting-with-data.html
index 57783d14..a86f172a 100644
--- a/02-starting-with-data.html
+++ b/02-starting-with-data.html
@@ -238,12 +238,6 @@ <h2 class="accordion-header" id="flush-headingTwelve">
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
             
-              <form method="get" action="files/code-handout.R">
-                <button action="submit" class="btn btn-primary-outline">Download Lesson Handout</button>
-              </form>
-              <!-- TODO: Generate Slides -->
-              <!-- <button class="btn btn-primary-outline">Export All Slides</button> -->
-            
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -612,7 +606,7 @@ <h4 class="accordion-header" id="headingSolution1">
   Show me the solution
   </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <div class="codewrapper sourceCode" id="cb9">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -786,7 +780,7 @@ <h4 class="accordion-header" id="headingSolution2">
   Show me the solution
   </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <div class="codewrapper sourceCode" id="cb15">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -927,7 +921,7 @@ <h4 class="accordion-header" id="headingSolution3">
   Show me the solution
   </h4>
 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
 <div class="accordion-body">
 <div class="codewrapper sourceCode" id="cb24">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -1092,7 +1086,7 @@ <h4 class="accordion-header" id="headingSolution4">
   Show me the solution
   </h4>
 </button>
-<div id="collapseSolution4" class="accordion-collapse collapse" data-bs-parent="#accordionSolution4" aria-labelledby="headingSolution4">
+<div id="collapseSolution4" class="accordion-collapse collapse" aria-labelledby="headingSolution4" data-bs-parent="#accordionSolution4">
 <div class="accordion-body">
 <div class="codewrapper sourceCode" id="cb38">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -1387,9 +1381,9 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under CC-BY 4.0</a> by <a href="https://carpentries.org" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -1411,7 +1405,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "identifier": "https://datacarpentry.github.io/R-ecology-lesson/02-starting-with-data.html",
   "dateCreated": "2015-04-02",
   "dateModified": "2023-11-21",
-  "datePublished": "2023-11-28"
+  "datePublished": "2023-12-05"
 }
 
   </script><script>
diff --git a/03-dplyr.html b/03-dplyr.html
index 95189996..0d374966 100644
--- a/03-dplyr.html
+++ b/03-dplyr.html
@@ -226,12 +226,6 @@ <h2 class="accordion-header" id="flush-headingTwelve">
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
             
-              <form method="get" action="files/code-handout.R">
-                <button action="submit" class="btn btn-primary-outline">Download Lesson Handout</button>
-              </form>
-              <!-- TODO: Generate Slides -->
-              <!-- <button class="btn btn-primary-outline">Export All Slides</button> -->
-            
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -1443,9 +1437,9 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under CC-BY 4.0</a> by <a href="https://carpentries.org" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -1467,7 +1461,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "identifier": "https://datacarpentry.github.io/R-ecology-lesson/03-dplyr.html",
   "dateCreated": "2015-04-02",
   "dateModified": "2023-11-21",
-  "datePublished": "2023-11-28"
+  "datePublished": "2023-12-05"
 }
 
   </script><script>
diff --git a/04-visualization-ggplot2.html b/04-visualization-ggplot2.html
index 50052a84..13fba05d 100644
--- a/04-visualization-ggplot2.html
+++ b/04-visualization-ggplot2.html
@@ -242,12 +242,6 @@ <h2 class="accordion-header" id="flush-headingTwelve">
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
             
-              <form method="get" action="files/code-handout.R">
-                <button action="submit" class="btn btn-primary-outline">Download Lesson Handout</button>
-              </form>
-              <!-- TODO: Generate Slides -->
-              <!-- <button class="btn btn-primary-outline">Export All Slides</button> -->
-            
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -1176,9 +1170,9 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under CC-BY 4.0</a> by <a href="https://carpentries.org" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -1200,7 +1194,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "identifier": "https://datacarpentry.github.io/R-ecology-lesson/04-visualization-ggplot2.html",
   "dateCreated": "2015-04-02",
   "dateModified": "2023-11-21",
-  "datePublished": "2023-11-28"
+  "datePublished": "2023-12-05"
 }
 
   </script><script>
diff --git a/05-r-and-databases.html b/05-r-and-databases.html
index f90ee340..95c77988 100644
--- a/05-r-and-databases.html
+++ b/05-r-and-databases.html
@@ -238,12 +238,6 @@ <h2 class="accordion-header" id="flush-headingTwelve">
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
             
-              <form method="get" action="files/code-handout.R">
-                <button action="submit" class="btn btn-primary-outline">Download Lesson Handout</button>
-              </form>
-              <!-- TODO: Generate Slides -->
-              <!-- <button class="btn btn-primary-outline">Export All Slides</button> -->
-            
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -850,7 +844,7 @@ <h4 class="accordion-header" id="headingSolution1">
   Show me the solution
   </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <div class="codewrapper sourceCode" id="cb31">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -912,7 +906,7 @@ <h4 class="accordion-header" id="headingSolution2">
   Show me the solution
   </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
 <div class="accordion-body">
 <div class="codewrapper sourceCode" id="cb34">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -1158,9 +1152,9 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under CC-BY 4.0</a> by <a href="https://carpentries.org" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -1182,7 +1176,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "identifier": "https://datacarpentry.github.io/R-ecology-lesson/05-r-and-databases.html",
   "dateCreated": "2015-04-02",
   "dateModified": "2023-11-21",
-  "datePublished": "2023-11-28"
+  "datePublished": "2023-12-05"
 }
 
   </script><script>
diff --git a/404.html b/404.html
index d6bc9a0d..b568b2ce 100644
--- a/404.html
+++ b/404.html
@@ -236,12 +236,6 @@ <h2 class="accordion-header" id="flush-headingTwelve">
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
             
-              <form method="get" action="https://datacarpentry.github.io/R-ecology-lesson/files/code-handout.R">
-                <button action="submit" class="btn btn-primary-outline">Download Lesson Handout</button>
-              </form>
-              <!-- TODO: Generate Slides -->
-              <!-- <button class="btn btn-primary-outline">Export All Slides</button> -->
-            
             </div>
           </div><!-- /div.accordion -->
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@@ -290,9 +284,9 @@ <h1>Page not found</h1>
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-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
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-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -313,8 +307,8 @@ <h1>Page not found</h1>
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   "identifier": "https://datacarpentry.github.io/R-ecology-lesson/404.html",
   "dateCreated": "2015-04-02",
-  "dateModified": "2023-11-28",
-  "datePublished": "2023-11-28"
+  "dateModified": "2023-12-05",
+  "datePublished": "2023-12-05"
 }
 
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diff --git a/CITATION.html b/CITATION.html
index 2edfd206..f59c5947 100644
--- a/CITATION.html
+++ b/CITATION.html
@@ -222,12 +222,6 @@ <h2 class="accordion-header" id="flush-headingTwelve">
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
             
-              <form method="get" action="files/code-handout.R">
-                <button action="submit" class="btn btn-primary-outline">Download Lesson Handout</button>
-              </form>
-              <!-- TODO: Generate Slides -->
-              <!-- <button class="btn btn-primary-outline">Export All Slides</button> -->
-            
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -362,9 +356,9 @@ <h3 class="code-label">ERROR<i aria-hidden="true" data-feather="chevron-left"></
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
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-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
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-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -386,7 +380,7 @@ <h3 class="code-label">ERROR<i aria-hidden="true" data-feather="chevron-left"></
   "identifier": "https://datacarpentry.github.io/R-ecology-lesson/CITATION.html",
   "dateCreated": "2015-04-02",
   "dateModified": "2023-11-21",
-  "datePublished": "2023-11-28"
+  "datePublished": "2023-12-05"
 }
 
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diff --git a/CONDUCT.html b/CONDUCT.html
index ae63d203..6a588f37 100644
--- a/CONDUCT.html
+++ b/CONDUCT.html
@@ -222,12 +222,6 @@ <h2 class="accordion-header" id="flush-headingTwelve">
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
             
-              <form method="get" action="files/code-handout.R">
-                <button action="submit" class="btn btn-primary-outline">Download Lesson Handout</button>
-              </form>
-              <!-- TODO: Generate Slides -->
-              <!-- <button class="btn btn-primary-outline">Export All Slides</button> -->
-            
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -327,9 +321,9 @@ <h1 id="code-of-conduct">Code of Conduct<a class="anchor" aria-label="anchor" hr
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         <p><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under CC-BY 4.0</a> by <a href="https://carpentries.org" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
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-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -351,7 +345,7 @@ <h1 id="code-of-conduct">Code of Conduct<a class="anchor" aria-label="anchor" hr
   "identifier": "https://datacarpentry.github.io/R-ecology-lesson/CONDUCT.html",
   "dateCreated": "2015-04-02",
   "dateModified": "2023-11-21",
-  "datePublished": "2023-11-28"
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 }
 
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diff --git a/LICENSE.html b/LICENSE.html
index 220175e9..518a88ed 100644
--- a/LICENSE.html
+++ b/LICENSE.html
@@ -222,12 +222,6 @@ <h2 class="accordion-header" id="flush-headingTwelve">
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
             
-              <form method="get" action="files/code-handout.R">
-                <button action="submit" class="btn btn-primary-outline">Download Lesson Handout</button>
-              </form>
-              <!-- TODO: Generate Slides -->
-              <!-- <button class="btn btn-primary-outline">Export All Slides</button> -->
-            
             </div>
           </div><!-- /div.accordion -->
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-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
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-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
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   "identifier": "https://datacarpentry.github.io/R-ecology-lesson/LICENSE.html",
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diff --git a/NEWS.html b/NEWS.html
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             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
             
-              <form method="get" action="files/code-handout.R">
-                <button action="submit" class="btn btn-primary-outline">Download Lesson Handout</button>
-              </form>
-              <!-- TODO: Generate Slides -->
-              <!-- <button class="btn btn-primary-outline">Export All Slides</button> -->
-            
             </div>
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-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
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+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer></div> <!-- / div.container -->
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diff --git a/aio.html b/aio.html
index 154a3e2c..cb1290c9 100644
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 <div class="d-grid gap-1">
             
-              <form method="get" action="files/code-handout.R">
-                <button action="submit" class="btn btn-primary-outline">Download Lesson Handout</button>
-              </form>
-              <!-- TODO: Generate Slides -->
-              <!-- <button class="btn btn-primary-outline">Export All Slides</button> -->
-            
             </div>
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+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
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 <p>R implicitly converts them to all be the same type</p>
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   </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
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 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
 <div class="accordion-body">
 <p>Only one. There is no memory of past data types, and the coercion
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   Show me the solution
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 </button>
-<div id="collapseSolution4" class="accordion-collapse collapse" aria-labelledby="headingSolution4" data-bs-parent="#accordionSolution4">
+<div id="collapseSolution4" class="accordion-collapse collapse" data-bs-parent="#accordionSolution4" aria-labelledby="headingSolution4">
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 <p>logical → numeric → character ← logical</p>
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 </button>
-<div id="collapseSolution5" class="accordion-collapse collapse" aria-labelledby="headingSolution5" data-bs-parent="#accordionSolution5">
+<div id="collapseSolution5" class="accordion-collapse collapse" data-bs-parent="#accordionSolution5" aria-labelledby="headingSolution5">
 <div class="accordion-body">
 <p>When using “&gt;” or “&lt;” on strings, R compares their alphabetical
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 </button>
-<div id="collapseSolution6" class="accordion-collapse collapse" aria-labelledby="headingSolution6" data-bs-parent="#accordionSolution6">
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 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
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 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
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 </button>
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 </button>
-<div id="collapseSolution4" class="accordion-collapse collapse" data-bs-parent="#accordionSolution4" aria-labelledby="headingSolution4">
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 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
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 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
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-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
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-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
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@@ -6006,8 +6000,8 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
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   "dateCreated": "2015-04-02",
-  "dateModified": "2023-11-28",
-  "datePublished": "2023-11-28"
+  "dateModified": "2023-12-05",
+  "datePublished": "2023-12-05"
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diff --git a/assets/styles.css b/assets/styles.css
index 912d1e1a..48fa684a 100644
--- a/assets/styles.css
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@@ -3,4 +3,4 @@
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diff --git a/assets/styles.css.map b/assets/styles.css.map
index f616f16d..44b4d080 100644
--- a/assets/styles.css.map
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diff --git a/images.html b/images.html
index 9daed28b..851ef2a5 100644
--- a/images.html
+++ b/images.html
@@ -280,12 +280,6 @@ <h2 class="accordion-header" id="flush-headingTwelve">
             <hr class="d-none d-sm-block d-md-none">
 <div class="d-grid gap-1">
             
-              <form method="get" action="files/code-handout.R">
-                <button action="submit" class="btn btn-primary-outline">Download Lesson Handout</button>
-              </form>
-              <!-- TODO: Generate Slides -->
-              <!-- <button class="btn btn-primary-outline">Export All Slides</button> -->
-            
             </div>
           </div>
 <!-- /div.accordion -->
@@ -428,9 +422,9 @@ <h3 id="05-r-and-databases-figure-1">Figure 1</h3>
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         <p><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under CC-BY 4.0</a> by <a href="https://carpentries.org" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer>
 </div> <!-- / div.container -->
@@ -452,8 +446,8 @@ <h3 id="05-r-and-databases-figure-1">Figure 1</h3>
   "url": "https://datacarpentry.github.io/R-ecology-lesson/images.html",
   "identifier": "https://datacarpentry.github.io/R-ecology-lesson/images.html",
   "dateCreated": "2015-04-02",
-  "dateModified": "2023-11-28",
-  "datePublished": "2023-11-28"
+  "dateModified": "2023-12-05",
+  "datePublished": "2023-12-05"
 }
 
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diff --git a/index.html b/index.html
index ceb0427a..6117abef 100644
--- a/index.html
+++ b/index.html
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-              <form method="get" action="files/code-handout.R">
-                <button action="submit" class="btn btn-primary-outline">Download Lesson Handout</button>
-              </form>
-              <!-- TODO: Generate Slides -->
-              <!-- <button class="btn btn-primary-outline">Export All Slides</button> -->
-            
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -330,7 +324,7 @@ <h4 class="accordion-header" id="headingSolution1">
   Windows
   </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <ul><li>Download R from the <a href="https://cran.r-project.org/bin/windows/base/release.htm" class="external-link">CRAN
 website</a>.</li>
@@ -354,7 +348,7 @@ <h4 class="accordion-header" id="headingSolution2">
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 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <ul><li>Download R from the <a href="https://cran.r-project.org/bin/macosx/" class="external-link">CRAN website</a>.</li>
 <li>Select the <code>.pkg</code> file for the latest R version</li>
@@ -380,7 +374,7 @@ <h4 class="accordion-header" id="headingSolution3">
   Linux
   </h4>
 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
 <div class="accordion-body">
 <ul><li>Follow the instructions for your distribution from <a href="https://cloud.r-project.org/bin/linux" class="external-link">CRAN</a>, they provide
 information to get the most recent version of R for common
@@ -513,9 +507,9 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
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-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
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-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -536,8 +530,8 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
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-  "dateModified": "2023-11-28",
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+  "datePublished": "2023-12-05"
 }
 
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diff --git a/instructor-notes.html b/instructor-notes.html
index def0c106..1e84662a 100644
--- a/instructor-notes.html
+++ b/instructor-notes.html
@@ -280,12 +280,6 @@ <h2 class="accordion-header" id="flush-headingTwelve">
             <hr class="d-none d-sm-block d-md-none">
 <div class="d-grid gap-1">
             
-              <form method="get" action="files/code-handout.R">
-                <button action="submit" class="btn btn-primary-outline">Download Lesson Handout</button>
-              </form>
-              <!-- TODO: Generate Slides -->
-              <!-- <button class="btn btn-primary-outline">Export All Slides</button> -->
-            
             </div>
           </div>
 <!-- /div.accordion -->
@@ -593,9 +587,9 @@ <h3 id="r-and-sql">R and SQL<a class="anchor" aria-label="anchor" href="#r-and-s
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-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer>
 </div> <!-- / div.container -->
@@ -617,8 +611,8 @@ <h3 id="r-and-sql">R and SQL<a class="anchor" aria-label="anchor" href="#r-and-s
   "url": "https://datacarpentry.github.io/R-ecology-lesson/instructor-notes.html",
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-  "dateModified": "2023-11-28",
-  "datePublished": "2023-11-28"
+  "dateModified": "2023-12-05",
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 }
 
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diff --git a/instructor/00-before-we-start.html b/instructor/00-before-we-start.html
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-              <form method="get" action="../files/code-handout.R">
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+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
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 		</footer></div> <!-- / div.container -->
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@@ -873,7 +868,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
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diff --git a/instructor/01-intro-to-r.html b/instructor/01-intro-to-r.html
index 47e8c5e1..c5b5cf1a 100644
--- a/instructor/01-intro-to-r.html
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@@ -65,7 +65,8 @@
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-          <ul class="dropdown-menu" aria-labelledby="navbarDropdown"></ul></li>
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@@ -225,7 +226,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
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+                      <hr><li><a class="dropdown-item" href="reference.html">Learners' Reference</a></li>
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-              <form method="get" action="../files/code-handout.R">
-                <button action="submit" class="btn btn-primary-outline">Download Lesson Handout</button>
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-              <!-- TODO: Generate Slides -->
-              <!-- <button class="btn btn-primary-outline">Export All Slides</button> -->
-            
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 <div class="accordion-body">
 <p>R implicitly converts them to all be the same type</p>
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 </button>
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 <div class="accordion-body">
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 <div class="accordion-body">
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-          <ul class="dropdown-menu" aria-labelledby="navbarDropdown"></ul></li>
+          <ul class="dropdown-menu" aria-labelledby="navbarDropdown"><hr><li><a class="dropdown-item" href="reference.html">Learners' Reference</a></li>
+          </ul></li>
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     <form class="d-flex col-md-2 search-form">
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-              <form method="get" action="../files/code-handout.R">
-                <button action="submit" class="btn btn-primary-outline">Download Lesson Handout</button>
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-              <!-- TODO: Generate Slides -->
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-            
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 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
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 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
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 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
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   </h4>
 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
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 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
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   </h4>
 </button>
-<div id="collapseSolution4" class="accordion-collapse collapse" data-bs-parent="#accordionSolution4" aria-labelledby="headingSolution4">
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@@ -1388,9 +1383,9 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
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-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
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-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
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diff --git a/instructor/03-dplyr.html b/instructor/03-dplyr.html
index dbfd44a1..f4775694 100644
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@@ -65,7 +65,8 @@
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-          <ul class="dropdown-menu" aria-labelledby="navbarDropdown"></ul></li>
+          <ul class="dropdown-menu" aria-labelledby="navbarDropdown"><hr><li><a class="dropdown-item" href="reference.html">Learners' Reference</a></li>
+          </ul></li>
       </ul></div>
     <form class="d-flex col-md-2 search-form">
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                       <li>
                         <a href="../instructor/images.html">Extract All Images</a>
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-                      
+                      <hr><li><a class="dropdown-item" href="reference.html">Learners' Reference</a></li>
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-              <form method="get" action="../files/code-handout.R">
-                <button action="submit" class="btn btn-primary-outline">Download Lesson Handout</button>
-              </form>
-              <!-- TODO: Generate Slides -->
-              <!-- <button class="btn btn-primary-outline">Export All Slides</button> -->
-            
             </div>
           </div><!-- /div.accordion -->
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@@ -1444,9 +1439,9 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
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-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
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-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
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+          <ul class="dropdown-menu" aria-labelledby="navbarDropdown"><hr><li><a class="dropdown-item" href="reference.html">Learners' Reference</a></li>
+          </ul></li>
       </ul></div>
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                       <li>
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-              <form method="get" action="../files/code-handout.R">
-                <button action="submit" class="btn btn-primary-outline">Download Lesson Handout</button>
-              </form>
-              <!-- TODO: Generate Slides -->
-              <!-- <button class="btn btn-primary-outline">Export All Slides</button> -->
-            
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@@ -1177,9 +1172,9 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
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-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
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+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
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 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -1201,7 +1196,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
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diff --git a/instructor/05-r-and-databases.html b/instructor/05-r-and-databases.html
index e9b52322..aaa8454a 100644
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@@ -65,7 +65,8 @@
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-          <ul class="dropdown-menu" aria-labelledby="navbarDropdown"></ul></li>
+          <ul class="dropdown-menu" aria-labelledby="navbarDropdown"><hr><li><a class="dropdown-item" href="reference.html">Learners' Reference</a></li>
+          </ul></li>
       </ul></div>
     <form class="d-flex col-md-2 search-form">
       <fieldset disabled><input class="form-control me-2 searchbox" type="search" placeholder="Search" aria-label="Search"><button class="btn btn-outline-success tablet-search-button" type="submit">
@@ -227,7 +228,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                       <li>
                         <a href="../instructor/images.html">Extract All Images</a>
                       </li>
-                      
+                      <hr><li><a class="dropdown-item" href="reference.html">Learners' Reference</a></li>
                     </ul></div>
                 </div>
               </div>
@@ -237,12 +238,6 @@ <h2 class="accordion-header" id="flush-headingTwelve">
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
             
-              <form method="get" action="../files/code-handout.R">
-                <button action="submit" class="btn btn-primary-outline">Download Lesson Handout</button>
-              </form>
-              <!-- TODO: Generate Slides -->
-              <!-- <button class="btn btn-primary-outline">Export All Slides</button> -->
-            
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -851,7 +846,7 @@ <h4 class="accordion-header" id="headingSolution1">
   Show me the solution
   </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <div class="codewrapper sourceCode" id="cb31">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -913,7 +908,7 @@ <h4 class="accordion-header" id="headingSolution2">
   Show me the solution
   </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
 <div class="accordion-body">
 <div class="codewrapper sourceCode" id="cb34">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -1159,9 +1154,9 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
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-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -1183,7 +1178,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "identifier": "https://datacarpentry.github.io/R-ecology-lesson/instructor/05-r-and-databases.html",
   "dateCreated": "2015-04-02",
   "dateModified": "2023-11-21",
-  "datePublished": "2023-11-28"
+  "datePublished": "2023-12-05"
 }
 
   </script><script>
diff --git a/instructor/404.html b/instructor/404.html
index 59ef3036..b73bfd68 100644
--- a/instructor/404.html
+++ b/instructor/404.html
@@ -236,12 +236,6 @@ <h2 class="accordion-header" id="flush-headingTwelve">
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
             
-              <form method="get" action="https://datacarpentry.github.io/R-ecology-lesson/files/code-handout.R">
-                <button action="submit" class="btn btn-primary-outline">Download Lesson Handout</button>
-              </form>
-              <!-- TODO: Generate Slides -->
-              <!-- <button class="btn btn-primary-outline">Export All Slides</button> -->
-            
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -290,9 +284,9 @@ <h1>Page not found</h1>
         <p>Materials licensed under <a href="https://datacarpentry.github.io/R-ecology-lesson/LICENSE.html" class="external-link">CC-BY 4.0</a> by the authors</p>
         
         <p><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under CC-BY 4.0</a> by <a href="https://carpentries.org" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -313,8 +307,8 @@ <h1>Page not found</h1>
   "url": "https://datacarpentry.github.io/R-ecology-lesson/instructor/404.html",
   "identifier": "https://datacarpentry.github.io/R-ecology-lesson/instructor/404.html",
   "dateCreated": "2015-04-02",
-  "dateModified": "2023-11-28",
-  "datePublished": "2023-11-28"
+  "dateModified": "2023-12-05",
+  "datePublished": "2023-12-05"
 }
 
   </script><script>
diff --git a/instructor/CITATION.html b/instructor/CITATION.html
index c2bede82..aae09bd6 100644
--- a/instructor/CITATION.html
+++ b/instructor/CITATION.html
@@ -65,7 +65,8 @@
           <button class="nav-link dropdown-toggle" id="navbarDropdown" data-bs-toggle="dropdown" aria-expanded="false">
             More <i data-feather="chevron-down"></i>
           </button>
-          <ul class="dropdown-menu" aria-labelledby="navbarDropdown"></ul></li>
+          <ul class="dropdown-menu" aria-labelledby="navbarDropdown"><hr><li><a class="dropdown-item" href="reference.html">Learners' Reference</a></li>
+          </ul></li>
       </ul></div>
     <form class="d-flex col-md-2 search-form">
       <fieldset disabled><input class="form-control me-2 searchbox" type="search" placeholder="Search" aria-label="Search"><button class="btn btn-outline-success tablet-search-button" type="submit">
@@ -211,7 +212,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                       <li>
                         <a href="../instructor/images.html">Extract All Images</a>
                       </li>
-                      
+                      <hr><li><a class="dropdown-item" href="reference.html">Learners' Reference</a></li>
                     </ul></div>
                 </div>
               </div>
@@ -221,12 +222,6 @@ <h2 class="accordion-header" id="flush-headingTwelve">
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
             
-              <form method="get" action="../files/code-handout.R">
-                <button action="submit" class="btn btn-primary-outline">Download Lesson Handout</button>
-              </form>
-              <!-- TODO: Generate Slides -->
-              <!-- <button class="btn btn-primary-outline">Export All Slides</button> -->
-            
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -363,9 +358,9 @@ <h3 class="code-label">ERROR<i aria-hidden="true" data-feather="chevron-left"></
         <p>Materials licensed under <a href="../LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under CC-BY 4.0</a> by <a href="https://carpentries.org" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -387,7 +382,7 @@ <h3 class="code-label">ERROR<i aria-hidden="true" data-feather="chevron-left"></
   "identifier": "https://datacarpentry.github.io/R-ecology-lesson/instructor/CITATION.html",
   "dateCreated": "2015-04-02",
   "dateModified": "2023-11-21",
-  "datePublished": "2023-11-28"
+  "datePublished": "2023-12-05"
 }
 
   </script><script>
diff --git a/instructor/CONDUCT.html b/instructor/CONDUCT.html
index b7ad2973..4089fea4 100644
--- a/instructor/CONDUCT.html
+++ b/instructor/CONDUCT.html
@@ -65,7 +65,8 @@
           <button class="nav-link dropdown-toggle" id="navbarDropdown" data-bs-toggle="dropdown" aria-expanded="false">
             More <i data-feather="chevron-down"></i>
           </button>
-          <ul class="dropdown-menu" aria-labelledby="navbarDropdown"></ul></li>
+          <ul class="dropdown-menu" aria-labelledby="navbarDropdown"><hr><li><a class="dropdown-item" href="reference.html">Learners' Reference</a></li>
+          </ul></li>
       </ul></div>
     <form class="d-flex col-md-2 search-form">
       <fieldset disabled><input class="form-control me-2 searchbox" type="search" placeholder="Search" aria-label="Search"><button class="btn btn-outline-success tablet-search-button" type="submit">
@@ -211,7 +212,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                       <li>
                         <a href="../instructor/images.html">Extract All Images</a>
                       </li>
-                      
+                      <hr><li><a class="dropdown-item" href="reference.html">Learners' Reference</a></li>
                     </ul></div>
                 </div>
               </div>
@@ -221,12 +222,6 @@ <h2 class="accordion-header" id="flush-headingTwelve">
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
             
-              <form method="get" action="../files/code-handout.R">
-                <button action="submit" class="btn btn-primary-outline">Download Lesson Handout</button>
-              </form>
-              <!-- TODO: Generate Slides -->
-              <!-- <button class="btn btn-primary-outline">Export All Slides</button> -->
-            
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -328,9 +323,9 @@ <h1 id="code-of-conduct">Code of Conduct<a class="anchor" aria-label="anchor" hr
         <p>Materials licensed under <a href="../LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under CC-BY 4.0</a> by <a href="https://carpentries.org" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -352,7 +347,7 @@ <h1 id="code-of-conduct">Code of Conduct<a class="anchor" aria-label="anchor" hr
   "identifier": "https://datacarpentry.github.io/R-ecology-lesson/instructor/CONDUCT.html",
   "dateCreated": "2015-04-02",
   "dateModified": "2023-11-21",
-  "datePublished": "2023-11-28"
+  "datePublished": "2023-12-05"
 }
 
   </script><script>
diff --git a/instructor/LICENSE.html b/instructor/LICENSE.html
index 430aa7e1..9ef0f855 100644
--- a/instructor/LICENSE.html
+++ b/instructor/LICENSE.html
@@ -65,7 +65,8 @@
           <button class="nav-link dropdown-toggle" id="navbarDropdown" data-bs-toggle="dropdown" aria-expanded="false">
             More <i data-feather="chevron-down"></i>
           </button>
-          <ul class="dropdown-menu" aria-labelledby="navbarDropdown"></ul></li>
+          <ul class="dropdown-menu" aria-labelledby="navbarDropdown"><hr><li><a class="dropdown-item" href="reference.html">Learners' Reference</a></li>
+          </ul></li>
       </ul></div>
     <form class="d-flex col-md-2 search-form">
       <fieldset disabled><input class="form-control me-2 searchbox" type="search" placeholder="Search" aria-label="Search"><button class="btn btn-outline-success tablet-search-button" type="submit">
@@ -211,7 +212,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                       <li>
                         <a href="../instructor/images.html">Extract All Images</a>
                       </li>
-                      
+                      <hr><li><a class="dropdown-item" href="reference.html">Learners' Reference</a></li>
                     </ul></div>
                 </div>
               </div>
@@ -221,12 +222,6 @@ <h2 class="accordion-header" id="flush-headingTwelve">
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
             
-              <form method="get" action="../files/code-handout.R">
-                <button action="submit" class="btn btn-primary-outline">Download Lesson Handout</button>
-              </form>
-              <!-- TODO: Generate Slides -->
-              <!-- <button class="btn btn-primary-outline">Export All Slides</button> -->
-            
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -360,9 +355,9 @@ <h3 id="software">Software<a class="anchor" aria-label="anchor" href="#software"
         <p>Materials licensed under <a href="../LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under CC-BY 4.0</a> by <a href="https://carpentries.org" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -384,7 +379,7 @@ <h3 id="software">Software<a class="anchor" aria-label="anchor" href="#software"
   "identifier": "https://datacarpentry.github.io/R-ecology-lesson/instructor/LICENSE.html",
   "dateCreated": "2015-04-02",
   "dateModified": "2023-11-21",
-  "datePublished": "2023-11-28"
+  "datePublished": "2023-12-05"
 }
 
   </script><script>
diff --git a/instructor/NEWS.html b/instructor/NEWS.html
index 319cca6c..fd9c5a27 100644
--- a/instructor/NEWS.html
+++ b/instructor/NEWS.html
@@ -65,7 +65,8 @@
           <button class="nav-link dropdown-toggle" id="navbarDropdown" data-bs-toggle="dropdown" aria-expanded="false">
             More <i data-feather="chevron-down"></i>
           </button>
-          <ul class="dropdown-menu" aria-labelledby="navbarDropdown"></ul></li>
+          <ul class="dropdown-menu" aria-labelledby="navbarDropdown"><hr><li><a class="dropdown-item" href="reference.html">Learners' Reference</a></li>
+          </ul></li>
       </ul></div>
     <form class="d-flex col-md-2 search-form">
       <fieldset disabled><input class="form-control me-2 searchbox" type="search" placeholder="Search" aria-label="Search"><button class="btn btn-outline-success tablet-search-button" type="submit">
@@ -211,7 +212,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                       <li>
                         <a href="../instructor/images.html">Extract All Images</a>
                       </li>
-                      
+                      <hr><li><a class="dropdown-item" href="reference.html">Learners' Reference</a></li>
                     </ul></div>
                 </div>
               </div>
@@ -221,12 +222,6 @@ <h2 class="accordion-header" id="flush-headingTwelve">
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
             
-              <form method="get" action="../files/code-handout.R">
-                <button action="submit" class="btn btn-primary-outline">Download Lesson Handout</button>
-              </form>
-              <!-- TODO: Generate Slides -->
-              <!-- <button class="btn btn-primary-outline">Export All Slides</button> -->
-            
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -305,9 +300,9 @@ <h1></h1>
         <p>Materials licensed under <a href="../LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under CC-BY 4.0</a> by <a href="https://carpentries.org" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -329,7 +324,7 @@ <h1></h1>
   "identifier": "https://datacarpentry.github.io/R-ecology-lesson/instructor/NEWS.html",
   "dateCreated": "2015-04-02",
   "dateModified": "2023-11-21",
-  "datePublished": "2023-11-28"
+  "datePublished": "2023-12-05"
 }
 
   </script><script>
diff --git a/instructor/aio.html b/instructor/aio.html
index 48563af5..3e0864e4 100644
--- a/instructor/aio.html
+++ b/instructor/aio.html
@@ -85,7 +85,10 @@
           <button class="nav-link dropdown-toggle" id="navbarDropdown" data-bs-toggle="dropdown" aria-expanded="false">
             More <i data-feather="chevron-down"></i>
           </button>
-          <ul class="dropdown-menu" aria-labelledby="navbarDropdown"></ul>
+          <ul class="dropdown-menu" aria-labelledby="navbarDropdown">
+<hr>
+<li><a class="dropdown-item" href="reference.html">Learners' Reference</a></li>
+          </ul>
 </li>
       </ul>
 </div>
@@ -265,7 +268,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                       <li>
                         <a href="../instructor/images.html">Extract All Images</a>
                       </li>
-                      
+                      <hr>
+<li><a class="dropdown-item" href="reference.html">Learners' Reference</a></li>
                     </ul>
 </div>
                 </div>
@@ -278,12 +282,6 @@ <h2 class="accordion-header" id="flush-headingTwelve">
             <hr class="d-none d-sm-block d-md-none">
 <div class="d-grid gap-1">
             
-              <form method="get" action="../files/code-handout.R">
-                <button action="submit" class="btn btn-primary-outline">Download Lesson Handout</button>
-              </form>
-              <!-- TODO: Generate Slides -->
-              <!-- <button class="btn btn-primary-outline">Export All Slides</button> -->
-            
             </div>
           </div>
 <!-- /div.accordion -->
@@ -1360,7 +1358,7 @@ <h4 class="accordion-header" id="headingSolution1">
   Show me the solution
   </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <p>R implicitly converts them to all be the same type</p>
 </div>
@@ -1401,7 +1399,7 @@ <h4 class="accordion-header" id="headingSolution2">
   Show me the solution
   </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
 <div class="accordion-body">
 <p>Vectors can be of only one data type. R tries to convert (coerce) the
 content of this vector to find a “common denominator” that doesn’t lose
@@ -1441,7 +1439,7 @@ <h4 class="accordion-header" id="headingSolution3">
   Show me the solution
   </h4>
 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
 <div class="accordion-body">
 <p>Only one. There is no memory of past data types, and the coercion
 happens the first time the vector is evaluated. Therefore, the
@@ -1478,7 +1476,7 @@ <h4 class="accordion-header" id="headingSolution4">
   Show me the solution
   </h4>
 </button>
-<div id="collapseSolution4" class="accordion-collapse collapse" aria-labelledby="headingSolution4" data-bs-parent="#accordionSolution4">
+<div id="collapseSolution4" class="accordion-collapse collapse" data-bs-parent="#accordionSolution4" aria-labelledby="headingSolution4">
 <div class="accordion-body">
 <p>logical → numeric → character ← logical</p>
 </div>
@@ -1684,7 +1682,7 @@ <h4 class="accordion-header" id="headingSolution5">
   Show me the solution
   </h4>
 </button>
-<div id="collapseSolution5" class="accordion-collapse collapse" aria-labelledby="headingSolution5" data-bs-parent="#accordionSolution5">
+<div id="collapseSolution5" class="accordion-collapse collapse" data-bs-parent="#accordionSolution5" aria-labelledby="headingSolution5">
 <div class="accordion-body">
 <p>When using “&gt;” or “&lt;” on strings, R compares their alphabetical
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   Show me the solution
   </h4>
 </button>
-<div id="collapseSolution6" class="accordion-collapse collapse" aria-labelledby="headingSolution6" data-bs-parent="#accordionSolution6">
+<div id="collapseSolution6" class="accordion-collapse collapse" data-bs-parent="#accordionSolution6" aria-labelledby="headingSolution6">
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 <div class="codewrapper sourceCode" id="cb56">
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   Show me the solution
   </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
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@@ -2401,7 +2399,7 @@ <h4 class="accordion-header" id="headingSolution2">
   Show me the solution
   </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
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@@ -2547,7 +2545,7 @@ <h4 class="accordion-header" id="headingSolution3">
   Show me the solution
   </h4>
 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
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 <div class="codewrapper sourceCode" id="cb24">
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 </button>
-<div id="collapseSolution4" class="accordion-collapse collapse" data-bs-parent="#accordionSolution4" aria-labelledby="headingSolution4">
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 <div class="codewrapper sourceCode" id="cb38">
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@@ -5680,7 +5678,7 @@ <h4 class="accordion-header" id="headingSolution1">
   Show me the solution
   </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <div class="codewrapper sourceCode" id="cb31">
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@@ -5742,7 +5740,7 @@ <h4 class="accordion-header" id="headingSolution2">
   Show me the solution
   </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
 <div class="accordion-body">
 <div class="codewrapper sourceCode" id="cb34">
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@@ -5980,9 +5978,9 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
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-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer>
 </div> <!-- / div.container -->
@@ -6004,8 +6002,8 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
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-  "dateModified": "2023-11-28",
-  "datePublished": "2023-11-28"
+  "dateModified": "2023-12-05",
+  "datePublished": "2023-12-05"
 }
 
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diff --git a/instructor/images.html b/instructor/images.html
index f9df783c..13adef5d 100644
--- a/instructor/images.html
+++ b/instructor/images.html
@@ -85,7 +85,10 @@
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             More <i data-feather="chevron-down"></i>
           </button>
-          <ul class="dropdown-menu" aria-labelledby="navbarDropdown"></ul>
+          <ul class="dropdown-menu" aria-labelledby="navbarDropdown">
+<hr>
+<li><a class="dropdown-item" href="reference.html">Learners' Reference</a></li>
+          </ul>
 </li>
       </ul>
 </div>
@@ -265,7 +268,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                       <li>
                         <a href="../instructor/images.html">Extract All Images</a>
                       </li>
-                      
+                      <hr>
+<li><a class="dropdown-item" href="reference.html">Learners' Reference</a></li>
                     </ul>
 </div>
                 </div>
@@ -278,12 +282,6 @@ <h2 class="accordion-header" id="flush-headingTwelve">
             <hr class="d-none d-sm-block d-md-none">
 <div class="d-grid gap-1">
             
-              <form method="get" action="../files/code-handout.R">
-                <button action="submit" class="btn btn-primary-outline">Download Lesson Handout</button>
-              </form>
-              <!-- TODO: Generate Slides -->
-              <!-- <button class="btn btn-primary-outline">Export All Slides</button> -->
-            
             </div>
           </div>
 <!-- /div.accordion -->
@@ -426,9 +424,9 @@ <h3 id="05-r-and-databases-figure-1">Figure 1</h3>
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         <p><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under CC-BY 4.0</a> by <a href="https://carpentries.org" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer>
 </div> <!-- / div.container -->
@@ -450,8 +448,8 @@ <h3 id="05-r-and-databases-figure-1">Figure 1</h3>
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   "dateCreated": "2015-04-02",
-  "dateModified": "2023-11-28",
-  "datePublished": "2023-11-28"
+  "dateModified": "2023-12-05",
+  "datePublished": "2023-12-05"
 }
 
   </script><script>
diff --git a/instructor/index.html b/instructor/index.html
index 79e3ccf7..d9123d40 100644
--- a/instructor/index.html
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@@ -65,7 +65,8 @@
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             More <i data-feather="chevron-down"></i>
           </button>
-          <ul class="dropdown-menu" aria-labelledby="navbarDropdown"></ul></li>
+          <ul class="dropdown-menu" aria-labelledby="navbarDropdown"><hr><li><a class="dropdown-item" href="reference.html">Learners' Reference</a></li>
+          </ul></li>
       </ul></div>
     <form class="d-flex col-md-2 search-form">
       <fieldset disabled><input class="form-control me-2 searchbox" type="search" placeholder="Search" aria-label="Search"><button class="btn btn-outline-success tablet-search-button" type="submit">
@@ -222,7 +223,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                       <li>
                         <a href="../instructor/images.html">Extract All Images</a>
                       </li>
-                      
+                      <hr><li><a class="dropdown-item" href="reference.html">Learners' Reference</a></li>
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                 </div>
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@@ -232,12 +233,6 @@ <h2 class="accordion-header" id="flush-headingTwelve">
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
             
-              <form method="get" action="../files/code-handout.R">
-                <button action="submit" class="btn btn-primary-outline">Download Lesson Handout</button>
-              </form>
-              <!-- TODO: Generate Slides -->
-              <!-- <button class="btn btn-primary-outline">Export All Slides</button> -->
-            
             </div>
           </div><!-- /div.accordion -->
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@@ -406,7 +401,7 @@ <h4 class="accordion-header" id="headingSolution1">
   Windows
   </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <ul><li>Download R from the <a href="https://cran.r-project.org/bin/windows/base/release.htm" class="external-link">CRAN
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   MacOS
   </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <ul><li>Download R from the <a href="https://cran.r-project.org/bin/macosx/" class="external-link">CRAN website</a>.</li>
 <li>Select the <code>.pkg</code> file for the latest R version</li>
@@ -456,7 +451,7 @@ <h4 class="accordion-header" id="headingSolution3">
   Linux
   </h4>
 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
 <div class="accordion-body">
 <ul><li>Follow the instructions for your distribution from <a href="https://cloud.r-project.org/bin/linux" class="external-link">CRAN</a>, they provide
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@@ -589,9 +584,9 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
         <p>Materials licensed under <a href="../LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under CC-BY 4.0</a> by <a href="https://carpentries.org" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
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-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -612,8 +607,8 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
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   "identifier": "https://datacarpentry.github.io/R-ecology-lesson/instructor/index.html",
   "dateCreated": "2015-04-02",
-  "dateModified": "2023-11-28",
-  "datePublished": "2023-11-28"
+  "dateModified": "2023-12-05",
+  "datePublished": "2023-12-05"
 }
 
   </script><script>
diff --git a/instructor/instructor-notes.html b/instructor/instructor-notes.html
index 7f018e27..b229330d 100644
--- a/instructor/instructor-notes.html
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@@ -85,7 +85,10 @@
           <button class="nav-link dropdown-toggle" id="navbarDropdown" data-bs-toggle="dropdown" aria-expanded="false">
             More <i data-feather="chevron-down"></i>
           </button>
-          <ul class="dropdown-menu" aria-labelledby="navbarDropdown"></ul>
+          <ul class="dropdown-menu" aria-labelledby="navbarDropdown">
+<hr>
+<li><a class="dropdown-item" href="reference.html">Learners' Reference</a></li>
+          </ul>
 </li>
       </ul>
 </div>
@@ -265,7 +268,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                       <li>
                         <a href="../instructor/images.html">Extract All Images</a>
                       </li>
-                      
+                      <hr>
+<li><a class="dropdown-item" href="reference.html">Learners' Reference</a></li>
                     </ul>
 </div>
                 </div>
@@ -278,12 +282,6 @@ <h2 class="accordion-header" id="flush-headingTwelve">
             <hr class="d-none d-sm-block d-md-none">
 <div class="d-grid gap-1">
             
-              <form method="get" action="../files/code-handout.R">
-                <button action="submit" class="btn btn-primary-outline">Download Lesson Handout</button>
-              </form>
-              <!-- TODO: Generate Slides -->
-              <!-- <button class="btn btn-primary-outline">Export All Slides</button> -->
-            
             </div>
           </div>
 <!-- /div.accordion -->
@@ -599,9 +597,9 @@ <h3 id="r-and-sql">R and SQL<a class="anchor" aria-label="anchor" href="#r-and-s
         <p>Materials licensed under <a href="../LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
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-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer>
 </div> <!-- / div.container -->
@@ -623,8 +621,8 @@ <h3 id="r-and-sql">R and SQL<a class="anchor" aria-label="anchor" href="#r-and-s
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   "dateCreated": "2015-04-02",
-  "dateModified": "2023-11-28",
-  "datePublished": "2023-11-28"
+  "dateModified": "2023-12-05",
+  "datePublished": "2023-12-05"
 }
 
   </script><script>
diff --git a/instructor/key-points.html b/instructor/key-points.html
index b919d580..a849c267 100644
--- a/instructor/key-points.html
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@@ -85,7 +85,10 @@
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             More <i data-feather="chevron-down"></i>
           </button>
-          <ul class="dropdown-menu" aria-labelledby="navbarDropdown"></ul>
+          <ul class="dropdown-menu" aria-labelledby="navbarDropdown">
+<hr>
+<li><a class="dropdown-item" href="reference.html">Learners' Reference</a></li>
+          </ul>
 </li>
       </ul>
 </div>
@@ -265,7 +268,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                       <li>
                         <a href="../instructor/images.html">Extract All Images</a>
                       </li>
-                      
+                      <hr>
+<li><a class="dropdown-item" href="reference.html">Learners' Reference</a></li>
                     </ul>
 </div>
                 </div>
@@ -278,12 +282,6 @@ <h2 class="accordion-header" id="flush-headingTwelve">
             <hr class="d-none d-sm-block d-md-none">
 <div class="d-grid gap-1">
             
-              <form method="get" action="../files/code-handout.R">
-                <button action="submit" class="btn btn-primary-outline">Download Lesson Handout</button>
-              </form>
-              <!-- TODO: Generate Slides -->
-              <!-- <button class="btn btn-primary-outline">Export All Slides</button> -->
-            
             </div>
           </div>
 <!-- /div.accordion -->
@@ -413,9 +411,9 @@ <h2 class="accordion-header" id="flush-headingTwelve">
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-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
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-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer>
 </div> <!-- / div.container -->
@@ -437,8 +435,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
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   "identifier": "https://datacarpentry.github.io/R-ecology-lesson/instructor/key-points.html",
   "dateCreated": "2015-04-02",
-  "dateModified": "2023-11-28",
-  "datePublished": "2023-11-28"
+  "dateModified": "2023-12-05",
+  "datePublished": "2023-12-05"
 }
 
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diff --git a/instructor/profiles.html b/instructor/profiles.html
index 566177d9..148cbce1 100644
--- a/instructor/profiles.html
+++ b/instructor/profiles.html
@@ -65,7 +65,8 @@
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             More <i data-feather="chevron-down"></i>
           </button>
-          <ul class="dropdown-menu" aria-labelledby="navbarDropdown"></ul></li>
+          <ul class="dropdown-menu" aria-labelledby="navbarDropdown"><hr><li><a class="dropdown-item" href="reference.html">Learners' Reference</a></li>
+          </ul></li>
       </ul></div>
     <form class="d-flex col-md-2 search-form">
       <fieldset disabled><input class="form-control me-2 searchbox" type="search" placeholder="Search" aria-label="Search"><button class="btn btn-outline-success tablet-search-button" type="submit">
@@ -211,7 +212,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                       <li>
                         <a href="../instructor/images.html">Extract All Images</a>
                       </li>
-                      
+                      <hr><li><a class="dropdown-item" href="reference.html">Learners' Reference</a></li>
                     </ul></div>
                 </div>
               </div>
@@ -221,12 +222,6 @@ <h2 class="accordion-header" id="flush-headingTwelve">
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
             
-              <form method="get" action="../files/code-handout.R">
-                <button action="submit" class="btn btn-primary-outline">Download Lesson Handout</button>
-              </form>
-              <!-- TODO: Generate Slides -->
-              <!-- <button class="btn btn-primary-outline">Export All Slides</button> -->
-            
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           </div><!-- /div.accordion -->
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@@ -262,9 +257,9 @@ <h1>Learner Profiles</h1>
         <p>Materials licensed under <a href="../LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under CC-BY 4.0</a> by <a href="https://carpentries.org" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -285,8 +280,8 @@ <h1>Learner Profiles</h1>
   "url": "https://datacarpentry.github.io/R-ecology-lesson/instructor/profiles.html",
   "identifier": "https://datacarpentry.github.io/R-ecology-lesson/instructor/profiles.html",
   "dateCreated": "2015-04-02",
-  "dateModified": "2023-11-28",
-  "datePublished": "2023-11-28"
+  "dateModified": "2023-12-05",
+  "datePublished": "2023-12-05"
 }
 
   </script><script>
diff --git a/instructor/reference.html b/instructor/reference.html
index 8d089f4d..33297fbd 100644
--- a/instructor/reference.html
+++ b/instructor/reference.html
@@ -65,7 +65,8 @@
           <button class="nav-link dropdown-toggle" id="navbarDropdown" data-bs-toggle="dropdown" aria-expanded="false">
             More <i data-feather="chevron-down"></i>
           </button>
-          <ul class="dropdown-menu" aria-labelledby="navbarDropdown"></ul></li>
+          <ul class="dropdown-menu" aria-labelledby="navbarDropdown"><hr><li><a class="dropdown-item" href="reference.html">Learners' Reference</a></li>
+          </ul></li>
       </ul></div>
     <form class="d-flex col-md-2 search-form">
       <fieldset disabled><input class="form-control me-2 searchbox" type="search" placeholder="Search" aria-label="Search"><button class="btn btn-outline-success tablet-search-button" type="submit">
@@ -211,7 +212,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                       <li>
                         <a href="../instructor/images.html">Extract All Images</a>
                       </li>
-                      
+                      <hr><li><a class="dropdown-item" href="reference.html">Learners' Reference</a></li>
                     </ul></div>
                 </div>
               </div>
@@ -221,12 +222,6 @@ <h2 class="accordion-header" id="flush-headingTwelve">
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
             
-              <form method="get" action="../files/code-handout.R">
-                <button action="submit" class="btn btn-primary-outline">Download Lesson Handout</button>
-              </form>
-              <!-- TODO: Generate Slides -->
-              <!-- <button class="btn btn-primary-outline">Export All Slides</button> -->
-            
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -517,9 +512,9 @@ <h1>Learners' Reference</h1>
         <p>Materials licensed under <a href="../LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under CC-BY 4.0</a> by <a href="https://carpentries.org" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -541,7 +536,7 @@ <h1>Learners' Reference</h1>
   "identifier": "https://datacarpentry.github.io/R-ecology-lesson/instructor/reference.html",
   "dateCreated": "2015-04-02",
   "dateModified": "2023-11-21",
-  "datePublished": "2023-11-28"
+  "datePublished": "2023-12-05"
 }
 
   </script><script>
diff --git a/key-points.html b/key-points.html
index a98eb0d4..8e2234e9 100644
--- a/key-points.html
+++ b/key-points.html
@@ -280,12 +280,6 @@ <h2 class="accordion-header" id="flush-headingTwelve">
             <hr class="d-none d-sm-block d-md-none">
 <div class="d-grid gap-1">
             
-              <form method="get" action="files/code-handout.R">
-                <button action="submit" class="btn btn-primary-outline">Download Lesson Handout</button>
-              </form>
-              <!-- TODO: Generate Slides -->
-              <!-- <button class="btn btn-primary-outline">Export All Slides</button> -->
-            
             </div>
           </div>
 <!-- /div.accordion -->
@@ -415,9 +409,9 @@ <h2 class="accordion-header" id="flush-headingTwelve">
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under CC-BY 4.0</a> by <a href="https://carpentries.org" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer>
 </div> <!-- / div.container -->
@@ -439,8 +433,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "url": "https://datacarpentry.github.io/R-ecology-lesson/key-points.html",
   "identifier": "https://datacarpentry.github.io/R-ecology-lesson/key-points.html",
   "dateCreated": "2015-04-02",
-  "dateModified": "2023-11-28",
-  "datePublished": "2023-11-28"
+  "dateModified": "2023-12-05",
+  "datePublished": "2023-12-05"
 }
 
   </script><script>
diff --git a/pkgdown.yml b/pkgdown.yml
index d91eeaf4..cc7861bd 100644
--- a/pkgdown.yml
+++ b/pkgdown.yml
@@ -2,5 +2,5 @@ pandoc: 2.19.2
 pkgdown: 2.0.7
 pkgdown_sha: ~
 articles: {}
-last_built: 2023-11-28T00:10Z
+last_built: 2023-12-05T00:09Z
 
diff --git a/profiles.html b/profiles.html
index d5621a1e..fde328d7 100644
--- a/profiles.html
+++ b/profiles.html
@@ -222,12 +222,6 @@ <h2 class="accordion-header" id="flush-headingTwelve">
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
             
-              <form method="get" action="files/code-handout.R">
-                <button action="submit" class="btn btn-primary-outline">Download Lesson Handout</button>
-              </form>
-              <!-- TODO: Generate Slides -->
-              <!-- <button class="btn btn-primary-outline">Export All Slides</button> -->
-            
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -263,9 +257,9 @@ <h1>Learner Profiles</h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under CC-BY 4.0</a> by <a href="https://carpentries.org" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -286,8 +280,8 @@ <h1>Learner Profiles</h1>
   "url": "https://datacarpentry.github.io/R-ecology-lesson/profiles.html",
   "identifier": "https://datacarpentry.github.io/R-ecology-lesson/profiles.html",
   "dateCreated": "2015-04-02",
-  "dateModified": "2023-11-28",
-  "datePublished": "2023-11-28"
+  "dateModified": "2023-12-05",
+  "datePublished": "2023-12-05"
 }
 
   </script><script>
diff --git a/reference.html b/reference.html
index 735f3fe6..d20b6e29 100644
--- a/reference.html
+++ b/reference.html
@@ -222,12 +222,6 @@ <h2 class="accordion-header" id="flush-headingTwelve">
 
             <hr class="d-none d-sm-block d-md-none"><div class="d-grid gap-1">
             
-              <form method="get" action="files/code-handout.R">
-                <button action="submit" class="btn btn-primary-outline">Download Lesson Handout</button>
-              </form>
-              <!-- TODO: Generate Slides -->
-              <!-- <button class="btn btn-primary-outline">Export All Slides</button> -->
-            
             </div>
           </div><!-- /div.accordion -->
         </div><!-- /div.sidebar-inner -->
@@ -516,9 +510,9 @@ <h1>Learners' Reference</h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under CC-BY 4.0</a> by <a href="https://carpentries.org" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -540,7 +534,7 @@ <h1>Learners' Reference</h1>
   "identifier": "https://datacarpentry.github.io/R-ecology-lesson/reference.html",
   "dateCreated": "2015-04-02",
   "dateModified": "2023-11-21",
-  "datePublished": "2023-11-28"
+  "datePublished": "2023-12-05"
 }
 
   </script><script>