diff --git a/404.html b/404.html
index f6e1cc2..71ffe50 100644
--- a/404.html
+++ b/404.html
@@ -276,8 +276,8 @@ <h1>Page not found</h1>
   "url": "https://datacarpentry.github.io/ecology-workshop/404.html",
   "identifier": "https://datacarpentry.github.io/ecology-workshop/404.html",
   "dateCreated": "2015-12-12",
-  "dateModified": "2024-12-31",
-  "datePublished": "2024-12-31"
+  "dateModified": "2025-01-07",
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/CODE_OF_CONDUCT.html b/CODE_OF_CONDUCT.html
index 9d23e56..afbf9c3 100644
--- a/CODE_OF_CONDUCT.html
+++ b/CODE_OF_CONDUCT.html
@@ -220,7 +220,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Contributor Code of Conduct</h1>
-        <p>Last updated on 2024-12-31 |
+        <p>Last updated on 2025-01-07 |
 
         <a href="https://github.com/datacarpentry/ecology-workshop/edit/main/CODE_OF_CONDUCT.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -299,8 +299,8 @@ <h1>Contributor Code of Conduct</h1>
   "url": "https://datacarpentry.github.io/ecology-workshop/CODE_OF_CONDUCT.html",
   "identifier": "https://datacarpentry.github.io/ecology-workshop/CODE_OF_CONDUCT.html",
   "dateCreated": "2015-12-12",
-  "dateModified": "2024-12-31",
-  "datePublished": "2024-12-31"
+  "dateModified": "2025-01-07",
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/LICENSE.html b/LICENSE.html
index 42e28b8..3bd7f8e 100644
--- a/LICENSE.html
+++ b/LICENSE.html
@@ -220,7 +220,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Licenses</h1>
-        <p>Last updated on 2024-12-31 |
+        <p>Last updated on 2025-01-07 |
 
         <a href="https://github.com/datacarpentry/ecology-workshop/edit/main/LICENSE.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -348,8 +348,8 @@ <h1>Licenses</h1>
   "url": "https://datacarpentry.github.io/ecology-workshop/LICENSE.html",
   "identifier": "https://datacarpentry.github.io/ecology-workshop/LICENSE.html",
   "dateCreated": "2015-12-12",
-  "dateModified": "2024-12-31",
-  "datePublished": "2024-12-31"
+  "dateModified": "2025-01-07",
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/NEWS.html b/NEWS.html
index 628feb4..1c9623e 100644
--- a/NEWS.html
+++ b/NEWS.html
@@ -220,7 +220,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1></h1>
-        <p>Last updated on 2024-12-31 |
+        <p>Last updated on 2025-01-07 |
 
         <a href="https://github.com/datacarpentry/ecology-workshop/edit/main/NEWS.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -291,8 +291,8 @@ <h1></h1>
   "url": "https://datacarpentry.github.io/ecology-workshop/NEWS.html",
   "identifier": "https://datacarpentry.github.io/ecology-workshop/NEWS.html",
   "dateCreated": "2015-12-12",
-  "dateModified": "2024-12-31",
-  "datePublished": "2024-12-31"
+  "dateModified": "2025-01-07",
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/data.html b/data.html
index 3935e8f..557f6c7 100644
--- a/data.html
+++ b/data.html
@@ -220,7 +220,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Workshop Data</h1>
-        <p>Last updated on 2024-12-31 |
+        <p>Last updated on 2025-01-07 |
 
         <a href="https://github.com/datacarpentry/ecology-workshop/edit/main/learners/data.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -349,8 +349,8 @@ <h3 class="callout-title">Portal Project Teaching Dataset</h3>
   "url": "https://datacarpentry.github.io/ecology-workshop/data.html",
   "identifier": "https://datacarpentry.github.io/ecology-workshop/data.html",
   "dateCreated": "2015-12-12",
-  "dateModified": "2024-12-31",
-  "datePublished": "2024-12-31"
+  "dateModified": "2025-01-07",
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/discuss.html b/discuss.html
index 9d8ebb4..678453a 100644
--- a/discuss.html
+++ b/discuss.html
@@ -220,7 +220,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Discussion</h1>
-        <p>Last updated on 2024-12-31 |
+        <p>Last updated on 2025-01-07 |
 
         <a href="https://github.com/datacarpentry/ecology-workshop/edit/main/learners/discuss.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -292,8 +292,8 @@ <h1>Discussion</h1>
   "url": "https://datacarpentry.github.io/ecology-workshop/discuss.html",
   "identifier": "https://datacarpentry.github.io/ecology-workshop/discuss.html",
   "dateCreated": "2015-12-12",
-  "dateModified": "2024-12-31",
-  "datePublished": "2024-12-31"
+  "dateModified": "2025-01-07",
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/in.html b/in.html
index 6190ee4..c069c08 100644
--- a/in.html
+++ b/in.html
@@ -220,7 +220,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1></h1>
-        <p>Last updated on 2024-12-31 |
+        <p>Last updated on 2025-01-07 |
 
         <a href="https://github.com/datacarpentry/ecology-workshop/edit/main/in.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -298,8 +298,8 @@ <h2 id="prerequisites">Prerequisites</h2>
   "url": "https://datacarpentry.github.io/ecology-workshop/in.html",
   "identifier": "https://datacarpentry.github.io/ecology-workshop/in.html",
   "dateCreated": "2015-12-12",
-  "dateModified": "2024-12-31",
-  "datePublished": "2024-12-31"
+  "dateModified": "2025-01-07",
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/index.html b/index.html
index 1cd859a..bef73db 100644
--- a/index.html
+++ b/index.html
@@ -348,8 +348,8 @@ <h1 id="workshop-overview">Workshop Overview<a class="anchor" aria-label="anchor
   "url": "https://datacarpentry.github.io/ecology-workshop/index.html",
   "identifier": "https://datacarpentry.github.io/ecology-workshop/index.html",
   "dateCreated": "2015-12-12",
-  "dateModified": "2024-12-31",
-  "datePublished": "2024-12-31"
+  "dateModified": "2025-01-07",
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/instructor-notes.html b/instructor-notes.html
index 2f4ff74..71a4c33 100644
--- a/instructor-notes.html
+++ b/instructor-notes.html
@@ -260,8 +260,8 @@ <h1>Instructor Notes</h1>
   "url": "https://datacarpentry.github.io/ecology-workshop/instructor-notes.html",
   "identifier": "https://datacarpentry.github.io/ecology-workshop/instructor-notes.html",
   "dateCreated": "2015-12-12",
-  "dateModified": "2024-12-31",
-  "datePublished": "2024-12-31"
+  "dateModified": "2025-01-07",
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/instructor/404.html b/instructor/404.html
index 5eaae41..138d912 100644
--- a/instructor/404.html
+++ b/instructor/404.html
@@ -270,8 +270,8 @@ <h1>Page not found</h1>
   "url": "https://datacarpentry.github.io/ecology-workshop/instructor/404.html",
   "identifier": "https://datacarpentry.github.io/ecology-workshop/instructor/404.html",
   "dateCreated": "2015-12-12",
-  "dateModified": "2024-12-31",
-  "datePublished": "2024-12-31"
+  "dateModified": "2025-01-07",
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/instructor/CODE_OF_CONDUCT.html b/instructor/CODE_OF_CONDUCT.html
index 1558e5b..17732ed 100644
--- a/instructor/CODE_OF_CONDUCT.html
+++ b/instructor/CODE_OF_CONDUCT.html
@@ -214,7 +214,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Contributor Code of Conduct</h1>
-        <p>Last updated on 2024-12-31 |
+        <p>Last updated on 2025-01-07 |
 
         <a href="https://github.com/datacarpentry/ecology-workshop/edit/main/CODE_OF_CONDUCT.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -295,8 +295,8 @@ <h1>Contributor Code of Conduct</h1>
   "url": "https://datacarpentry.github.io/ecology-workshop/instructor/CODE_OF_CONDUCT.html",
   "identifier": "https://datacarpentry.github.io/ecology-workshop/instructor/CODE_OF_CONDUCT.html",
   "dateCreated": "2015-12-12",
-  "dateModified": "2024-12-31",
-  "datePublished": "2024-12-31"
+  "dateModified": "2025-01-07",
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/instructor/LICENSE.html b/instructor/LICENSE.html
index 64847cb..a5ecb5e 100644
--- a/instructor/LICENSE.html
+++ b/instructor/LICENSE.html
@@ -214,7 +214,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Licenses</h1>
-        <p>Last updated on 2024-12-31 |
+        <p>Last updated on 2025-01-07 |
 
         <a href="https://github.com/datacarpentry/ecology-workshop/edit/main/LICENSE.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -344,8 +344,8 @@ <h1>Licenses</h1>
   "url": "https://datacarpentry.github.io/ecology-workshop/instructor/LICENSE.html",
   "identifier": "https://datacarpentry.github.io/ecology-workshop/instructor/LICENSE.html",
   "dateCreated": "2015-12-12",
-  "dateModified": "2024-12-31",
-  "datePublished": "2024-12-31"
+  "dateModified": "2025-01-07",
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/instructor/NEWS.html b/instructor/NEWS.html
index 9b236c1..394bc7a 100644
--- a/instructor/NEWS.html
+++ b/instructor/NEWS.html
@@ -214,7 +214,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1></h1>
-        <p>Last updated on 2024-12-31 |
+        <p>Last updated on 2025-01-07 |
 
         <a href="https://github.com/datacarpentry/ecology-workshop/edit/main/NEWS.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -287,8 +287,8 @@ <h1></h1>
   "url": "https://datacarpentry.github.io/ecology-workshop/instructor/NEWS.html",
   "identifier": "https://datacarpentry.github.io/ecology-workshop/instructor/NEWS.html",
   "dateCreated": "2015-12-12",
-  "dateModified": "2024-12-31",
-  "datePublished": "2024-12-31"
+  "dateModified": "2025-01-07",
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/instructor/data.html b/instructor/data.html
index 4cf018a..ae2390d 100644
--- a/instructor/data.html
+++ b/instructor/data.html
@@ -214,7 +214,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Workshop Data</h1>
-        <p>Last updated on 2024-12-31 |
+        <p>Last updated on 2025-01-07 |
 
         <a href="https://github.com/datacarpentry/ecology-workshop/edit/main/learners/data.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -345,8 +345,8 @@ <h3 class="callout-title">Portal Project Teaching Dataset</h3>
   "url": "https://datacarpentry.github.io/ecology-workshop/instructor/data.html",
   "identifier": "https://datacarpentry.github.io/ecology-workshop/instructor/data.html",
   "dateCreated": "2015-12-12",
-  "dateModified": "2024-12-31",
-  "datePublished": "2024-12-31"
+  "dateModified": "2025-01-07",
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/instructor/discuss.html b/instructor/discuss.html
index 131835f..f90579d 100644
--- a/instructor/discuss.html
+++ b/instructor/discuss.html
@@ -214,7 +214,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Discussion</h1>
-        <p>Last updated on 2024-12-31 |
+        <p>Last updated on 2025-01-07 |
 
         <a href="https://github.com/datacarpentry/ecology-workshop/edit/main/learners/discuss.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -288,8 +288,8 @@ <h1>Discussion</h1>
   "url": "https://datacarpentry.github.io/ecology-workshop/instructor/discuss.html",
   "identifier": "https://datacarpentry.github.io/ecology-workshop/instructor/discuss.html",
   "dateCreated": "2015-12-12",
-  "dateModified": "2024-12-31",
-  "datePublished": "2024-12-31"
+  "dateModified": "2025-01-07",
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/instructor/in.html b/instructor/in.html
index 22f0e9d..95f2eb4 100644
--- a/instructor/in.html
+++ b/instructor/in.html
@@ -214,7 +214,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1></h1>
-        <p>Last updated on 2024-12-31 |
+        <p>Last updated on 2025-01-07 |
 
         <a href="https://github.com/datacarpentry/ecology-workshop/edit/main/in.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -294,8 +294,8 @@ <h2 id="prerequisites">Prerequisites</h2>
   "url": "https://datacarpentry.github.io/ecology-workshop/instructor/in.html",
   "identifier": "https://datacarpentry.github.io/ecology-workshop/instructor/in.html",
   "dateCreated": "2015-12-12",
-  "dateModified": "2024-12-31",
-  "datePublished": "2024-12-31"
+  "dateModified": "2025-01-07",
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/instructor/index.html b/instructor/index.html
index b0b00bb..a905ba3 100644
--- a/instructor/index.html
+++ b/instructor/index.html
@@ -347,8 +347,8 @@ <h1 id="workshop-overview">Workshop Overview<a class="anchor" aria-label="anchor
   "url": "https://datacarpentry.github.io/ecology-workshop/instructor/index.html",
   "identifier": "https://datacarpentry.github.io/ecology-workshop/instructor/index.html",
   "dateCreated": "2015-12-12",
-  "dateModified": "2024-12-31",
-  "datePublished": "2024-12-31"
+  "dateModified": "2025-01-07",
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/instructor/instructor-notes.html b/instructor/instructor-notes.html
index 94e12e8..39ae1a0 100644
--- a/instructor/instructor-notes.html
+++ b/instructor/instructor-notes.html
@@ -254,8 +254,8 @@ <h1>Instructor Notes</h1>
   "url": "https://datacarpentry.github.io/ecology-workshop/instructor/instructor-notes.html",
   "identifier": "https://datacarpentry.github.io/ecology-workshop/instructor/instructor-notes.html",
   "dateCreated": "2015-12-12",
-  "dateModified": "2024-12-31",
-  "datePublished": "2024-12-31"
+  "dateModified": "2025-01-07",
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/instructor/profiles.html b/instructor/profiles.html
index 7bd4e82..f9f8a83 100644
--- a/instructor/profiles.html
+++ b/instructor/profiles.html
@@ -254,8 +254,8 @@ <h1>Learner Profiles</h1>
   "url": "https://datacarpentry.github.io/ecology-workshop/instructor/profiles.html",
   "identifier": "https://datacarpentry.github.io/ecology-workshop/instructor/profiles.html",
   "dateCreated": "2015-12-12",
-  "dateModified": "2024-12-31",
-  "datePublished": "2024-12-31"
+  "dateModified": "2025-01-07",
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/instructor/reference.html b/instructor/reference.html
index 34f86d6..43f2b6f 100644
--- a/instructor/reference.html
+++ b/instructor/reference.html
@@ -214,7 +214,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Glossary</h1>
-        <p>Last updated on 2024-12-31 |
+        <p>Last updated on 2025-01-07 |
 
         <a href="https://github.com/datacarpentry/ecology-workshop/edit/main/learners/reference.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -287,8 +287,8 @@ <h1>Glossary</h1>
   "url": "https://datacarpentry.github.io/ecology-workshop/instructor/reference.html",
   "identifier": "https://datacarpentry.github.io/ecology-workshop/instructor/reference.html",
   "dateCreated": "2015-12-12",
-  "dateModified": "2024-12-31",
-  "datePublished": "2024-12-31"
+  "dateModified": "2025-01-07",
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/instructor/setup-python-workshop.html b/instructor/setup-python-workshop.html
index 8fe7370..908547c 100644
--- a/instructor/setup-python-workshop.html
+++ b/instructor/setup-python-workshop.html
@@ -214,7 +214,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Setup for Python workshops</h1>
-        <p>Last updated on 2024-12-31 |
+        <p>Last updated on 2025-01-07 |
 
         <a href="https://github.com/datacarpentry/ecology-workshop/edit/main/setup-python-workshop.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -456,8 +456,8 @@ <h3 id="openrefine">OpenRefine<a class="anchor" aria-label="anchor" href="#openr
   "url": "https://datacarpentry.github.io/ecology-workshop/instructor/setup-python-workshop.html",
   "identifier": "https://datacarpentry.github.io/ecology-workshop/instructor/setup-python-workshop.html",
   "dateCreated": "2015-12-12",
-  "dateModified": "2024-12-31",
-  "datePublished": "2024-12-31"
+  "dateModified": "2025-01-07",
+  "datePublished": "2025-01-07"
 }
 
   </script><script>
diff --git a/instructor/setup-r-workshop.html b/instructor/setup-r-workshop.html
index eda15ef..09800ef 100644
--- a/instructor/setup-r-workshop.html
+++ b/instructor/setup-r-workshop.html
@@ -214,7 +214,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Setup for R workshops</h1>
-        <p>Last updated on 2024-12-31 |
+        <p>Last updated on 2025-01-07 |
 
         <a href="https://github.com/datacarpentry/ecology-workshop/edit/main/setup-r-workshop.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -249,7 +249,7 @@ <h3 class="accordion-header" id="headingSpoiler1">
   If you already have R and RStudio installed
   </h3>
 </button>
-<div id="collapseSpoiler1" class="accordion-collapse collapse" aria-labelledby="headingSpoiler1" data-bs-parent="#accordionSpoiler1">
+<div id="collapseSpoiler1" class="accordion-collapse collapse" data-bs-parent="#accordionSpoiler1" aria-labelledby="headingSpoiler1">
 <div class="accordion-body">
 <ul><li><p>Open RStudio, and click on “Help” &gt; “Check for updates”. If a
 new version is available, quit RStudio, and download the latest version
@@ -276,7 +276,7 @@ <h3 class="accordion-header" id="headingSpoiler2">
   If you don’t have R and RStudio installed
   </h3>
 </button>
-<div id="collapseSpoiler2" class="accordion-collapse collapse" aria-labelledby="headingSpoiler2" data-bs-parent="#accordionSpoiler2">
+<div id="collapseSpoiler2" class="accordion-collapse collapse" data-bs-parent="#accordionSpoiler2" aria-labelledby="headingSpoiler2">
 <div class="accordion-body">
 <ul><li><p>Download R from the <a href="https://cran.r-project.org/bin/windows/base/release.htm" class="external-link">CRAN
 website</a>.</p></li>
@@ -306,7 +306,7 @@ <h3 class="accordion-header" id="headingSpoiler3">
   If you already have R and RStudio installed
   </h3>
 </button>
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-        <p>Last updated on 2024-12-31 |
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-        <p>Last updated on 2024-12-31 |
+        <p>Last updated on 2025-01-07 |
 
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         <h1>Setup for R workshops</h1>
-        <p>Last updated on 2024-12-31 |
+        <p>Last updated on 2025-01-07 |
 
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