diff --git a/00-intro.html b/00-intro.html
index a4a3d5b1..47aafd1b 100644
--- a/00-intro.html
+++ b/00-intro.html
@@ -486,7 +486,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://datacarpentry.github.io/spreadsheet-ecology-lesson/00-intro.html",
   "dateCreated": "2015-03-09",
   "dateModified": "2023-05-03",
-  "datePublished": "2024-03-08"
+  "datePublished": "2024-03-09"
 }
 
   </script><script>
diff --git a/01-format-data.html b/01-format-data.html
index 0542bfd7..93936033 100644
--- a/01-format-data.html
+++ b/01-format-data.html
@@ -440,7 +440,7 @@ <h3 class="callout-title">Exercise<a class="anchor" aria-label="anchor" href="#e
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1">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">
 <ul><li>Take about 10 minutes to work on this exercise.</li>
 <li>All the mistakes in <a href="02-common-mistakes.html">02-common-mistakes</a> are present in the
@@ -557,7 +557,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://datacarpentry.github.io/spreadsheet-ecology-lesson/01-format-data.html",
   "dateCreated": "2015-03-09",
   "dateModified": "2024-03-08",
-  "datePublished": "2024-03-08"
+  "datePublished": "2024-03-09"
 }
 
   </script><script>
diff --git a/02-common-mistakes.html b/02-common-mistakes.html
index 3e1d69eb..f2aec94b 100644
--- a/02-common-mistakes.html
+++ b/02-common-mistakes.html
@@ -822,7 +822,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://datacarpentry.github.io/spreadsheet-ecology-lesson/02-common-mistakes.html",
   "dateCreated": "2015-03-09",
   "dateModified": "2023-05-03",
-  "datePublished": "2024-03-08"
+  "datePublished": "2024-03-09"
 }
 
   </script><script>
diff --git a/03-dates-as-data.html b/03-dates-as-data.html
index 4045e4e8..765a3c39 100644
--- a/03-dates-as-data.html
+++ b/03-dates-as-data.html
@@ -355,7 +355,7 @@ <h3 class="callout-title">Exercise<a class="anchor" aria-label="anchor" href="#e
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1">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">
 <p><img src="fig/solution_exercise_1_dates.png" class="figure"> {alt=‘dates, exersize
 1’ .output}</p>
@@ -393,7 +393,7 @@ <h3 class="callout-title">Exercise<a class="anchor" aria-label="anchor" href="#e
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2">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">
 <ol style="list-style-type: decimal"><li>To get the year, type <code>=YEAR(NOW())</code> into any cell in
 your spreadsheet. To get the month, type <code>=MONTH(NOW())</code>. To
@@ -493,7 +493,7 @@ <h3 class="callout-title">Exercise<a class="anchor" aria-label="anchor" href="#e
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution3" aria-expanded="false" aria-controls="collapseSolution3">
   <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">
 <ul><li>Click to the <code>dates</code> tab of the workbook and double-click
 on any of the values in the <code>Date collected</code> column. Notice
@@ -648,7 +648,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://datacarpentry.github.io/spreadsheet-ecology-lesson/03-dates-as-data.html",
   "dateCreated": "2015-03-09",
   "dateModified": "2023-05-03",
-  "datePublished": "2024-03-08"
+  "datePublished": "2024-03-09"
 }
 
   </script><script>
diff --git a/04-quality-control.html b/04-quality-control.html
index 9e2fca4b..34a2bd4f 100644
--- a/04-quality-control.html
+++ b/04-quality-control.html
@@ -400,7 +400,7 @@ <h3 class="callout-title">Exercise<a class="anchor" aria-label="anchor" href="#e
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1">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>Click the Sort button on the data tab in Excel. A pop-up will appear.
 Make sure you select <code>Expand the selection</code>.</p>
@@ -453,7 +453,7 @@ <h3 class="callout-title">Exercise<a class="anchor" aria-label="anchor" href="#e
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2">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>Cells that contain non-numerical values are not colored. This
 includes both the cells where the letter “g” was included and the empty
@@ -544,7 +544,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://datacarpentry.github.io/spreadsheet-ecology-lesson/04-quality-control.html",
   "dateCreated": "2015-03-09",
   "dateModified": "2023-05-03",
-  "datePublished": "2024-03-08"
+  "datePublished": "2024-03-09"
 }
 
   </script><script>
diff --git a/05-exporting-data.html b/05-exporting-data.html
index c1f6af32..bb67c618 100644
--- a/05-exporting-data.html
+++ b/05-exporting-data.html
@@ -259,7 +259,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Exporting data</h1>
-        <p>Last updated on 2023-05-03 |
+        <p>Last updated on 2024-03-09 |
         
         <a href="https://github.com/datacarpentry/spreadsheet-ecology-lesson/edit/main/episodes/05-exporting-data.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
         
@@ -420,7 +420,7 @@ <h4 id="caveats-on-commas">Caveats on commas<a class="anchor" aria-label="anchor
 case, consider using tabs as your delimiter and working with TSV files.
 TSV files can be exported from spreadsheet programs in the same way as
 CSV files. For more of a discussion on data formats and potential issues
-with commas within datasets see <a href="https://www.datacarpentry.org/spreadsheet-ecology-lesson/discuss/" class="external-link">the
+with commas within datasets see <a href="https://www.datacarpentry.org/spreadsheet-ecology-lesson/discuss" class="external-link">the
 discussion page</a>.</p>
 <div id="keypoints1" class="callout keypoints">
 <div class="callout-square">
@@ -497,8 +497,8 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "url": "https://datacarpentry.github.io/spreadsheet-ecology-lesson/05-exporting-data.html",
   "identifier": "https://datacarpentry.github.io/spreadsheet-ecology-lesson/05-exporting-data.html",
   "dateCreated": "2015-03-09",
-  "dateModified": "2023-05-03",
-  "datePublished": "2024-03-08"
+  "dateModified": "2024-03-09",
+  "datePublished": "2024-03-09"
 }
 
   </script><script>
diff --git a/404.html b/404.html
index f0af9704..f14e9551 100644
--- a/404.html
+++ b/404.html
@@ -308,8 +308,8 @@ <h1>Page not found</h1>
   "url": "https://datacarpentry.github.io/spreadsheet-ecology-lesson/404.html",
   "identifier": "https://datacarpentry.github.io/spreadsheet-ecology-lesson/404.html",
   "dateCreated": "2015-03-09",
-  "dateModified": "2024-03-08",
-  "datePublished": "2024-03-08"
+  "dateModified": "2024-03-09",
+  "datePublished": "2024-03-09"
 }
 
   </script><script>
diff --git a/CODE_OF_CONDUCT.html b/CODE_OF_CONDUCT.html
index 544906bf..61e8d789 100644
--- a/CODE_OF_CONDUCT.html
+++ b/CODE_OF_CONDUCT.html
@@ -328,7 +328,7 @@ <h1>Contributor Code of Conduct</h1>
   "identifier": "https://datacarpentry.github.io/spreadsheet-ecology-lesson/CODE_OF_CONDUCT.html",
   "dateCreated": "2015-03-09",
   "dateModified": "2023-05-03",
-  "datePublished": "2024-03-08"
+  "datePublished": "2024-03-09"
 }
 
   </script><script>
diff --git a/LICENSE.html b/LICENSE.html
index 30b5f18b..a04910f5 100644
--- a/LICENSE.html
+++ b/LICENSE.html
@@ -379,7 +379,7 @@ <h1>Licenses</h1>
   "identifier": "https://datacarpentry.github.io/spreadsheet-ecology-lesson/LICENSE.html",
   "dateCreated": "2015-03-09",
   "dateModified": "2023-05-03",
-  "datePublished": "2024-03-08"
+  "datePublished": "2024-03-09"
 }
 
   </script><script>
diff --git a/NEWS.html b/NEWS.html
index 7ee82978..2f3b98f1 100644
--- a/NEWS.html
+++ b/NEWS.html
@@ -321,7 +321,7 @@ <h1></h1>
   "identifier": "https://datacarpentry.github.io/spreadsheet-ecology-lesson/NEWS.html",
   "dateCreated": "2015-03-09",
   "dateModified": "2023-05-03",
-  "datePublished": "2024-03-08"
+  "datePublished": "2024-03-09"
 }
 
   </script><script>
diff --git a/aio.html b/aio.html
index e9900b05..af4c6911 100644
--- a/aio.html
+++ b/aio.html
@@ -688,7 +688,7 @@ <h3 class="callout-title">Exercise<a class="anchor" aria-label="anchor" href="#e
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1">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">
 <ul>
 <li>Take about 10 minutes to work on this exercise.</li>
@@ -1395,7 +1395,7 @@ <h3 class="callout-title">Exercise<a class="anchor" aria-label="anchor" href="#e
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1">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">
 <p><img src="fig/solution_exercise_1_dates.png" class="figure"> {alt=‘dates, exersize
 1’ .output}</p>
@@ -1435,7 +1435,7 @@ <h3 class="callout-title">Exercise<a class="anchor" aria-label="anchor" href="#e
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2">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">
 <ol style="list-style-type: decimal">
 <li>To get the year, type <code>=YEAR(NOW())</code> into any cell in
@@ -1542,7 +1542,7 @@ <h3 class="callout-title">Exercise<a class="anchor" aria-label="anchor" href="#e
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution3" aria-expanded="false" aria-controls="collapseSolution3">
   <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">
 <ul>
 <li>Click to the <code>dates</code> tab of the workbook and double-click
@@ -1792,7 +1792,7 @@ <h3 class="callout-title">Exercise<a class="anchor" aria-label="anchor" href="#e
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1">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>Click the Sort button on the data tab in Excel. A pop-up will appear.
 Make sure you select <code>Expand the selection</code>.</p>
@@ -1848,7 +1848,7 @@ <h3 class="callout-title">Exercise<a class="anchor" aria-label="anchor" href="#e
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2">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>Cells that contain non-numerical values are not colored. This
 includes both the cells where the letter “g” was included and the empty
@@ -1884,7 +1884,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
 </div>
 </section></section><section id="aio-05-exporting-data"><p>Content from <a href="05-exporting-data.html">Exporting data</a></p>
 <hr>
-<p>Last updated on 2023-05-03 |
+<p>Last updated on 2024-03-09 |
         
         <a href="https://github.com/datacarpentry/spreadsheet-ecology-lesson/edit/main/episodes/05-exporting-data.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <div class="text-end">
@@ -2056,7 +2056,7 @@ <h4 id="caveats-on-commas">Caveats on commas<a class="anchor" aria-label="anchor
 case, consider using tabs as your delimiter and working with TSV files.
 TSV files can be exported from spreadsheet programs in the same way as
 CSV files. For more of a discussion on data formats and potential issues
-with commas within datasets see <a href="https://www.datacarpentry.org/spreadsheet-ecology-lesson/discuss/" class="external-link">the
+with commas within datasets see <a href="https://www.datacarpentry.org/spreadsheet-ecology-lesson/discuss" class="external-link">the
 discussion page</a>.</p>
 <div id="keypoints1" class="callout keypoints">
 <div class="callout-square">
@@ -2125,8 +2125,8 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "url": "https://datacarpentry.github.io/spreadsheet-ecology-lesson/aio.html",
   "identifier": "https://datacarpentry.github.io/spreadsheet-ecology-lesson/aio.html",
   "dateCreated": "2015-03-09",
-  "dateModified": "2024-03-08",
-  "datePublished": "2024-03-08"
+  "dateModified": "2024-03-09",
+  "datePublished": "2024-03-09"
 }
 
   </script><script>
diff --git a/datamanagement.html b/datamanagement.html
index c9afa494..52e4a30c 100644
--- a/datamanagement.html
+++ b/datamanagement.html
@@ -390,7 +390,7 @@ <h1>Data Management Tips</h1>
   "identifier": "https://datacarpentry.github.io/spreadsheet-ecology-lesson/datamanagement.html",
   "dateCreated": "2015-03-09",
   "dateModified": "2023-05-03",
-  "datePublished": "2024-03-08"
+  "datePublished": "2024-03-09"
 }
 
   </script><script>
diff --git a/discuss.html b/discuss.html
index 895aea4b..842295d0 100644
--- a/discuss.html
+++ b/discuss.html
@@ -380,7 +380,7 @@ <h3 id="dealing-with-commas-as-part-of-data-values-in-csv-files">Dealing with co
   "identifier": "https://datacarpentry.github.io/spreadsheet-ecology-lesson/discuss.html",
   "dateCreated": "2015-03-09",
   "dateModified": "2023-05-03",
-  "datePublished": "2024-03-08"
+  "datePublished": "2024-03-09"
 }
 
   </script><script>
diff --git a/images.html b/images.html
index c1059951..d677789f 100644
--- a/images.html
+++ b/images.html
@@ -436,8 +436,8 @@ <h3 id="05-exporting-data-figure-3">Figure 3</h3>
   "url": "https://datacarpentry.github.io/spreadsheet-ecology-lesson/images.html",
   "identifier": "https://datacarpentry.github.io/spreadsheet-ecology-lesson/images.html",
   "dateCreated": "2015-03-09",
-  "dateModified": "2024-03-08",
-  "datePublished": "2024-03-08"
+  "dateModified": "2024-03-09",
+  "datePublished": "2024-03-09"
 }
 
   </script><script>
diff --git a/index.html b/index.html
index ce779f70..5ee7973d 100644
--- a/index.html
+++ b/index.html
@@ -443,8 +443,8 @@ <h4 id="linux">Linux<a class="anchor" aria-label="anchor" href="#linux"></a></h4
   "url": "https://datacarpentry.github.io/spreadsheet-ecology-lesson/index.html",
   "identifier": "https://datacarpentry.github.io/spreadsheet-ecology-lesson/index.html",
   "dateCreated": "2015-03-09",
-  "dateModified": "2024-03-08",
-  "datePublished": "2024-03-08"
+  "dateModified": "2024-03-09",
+  "datePublished": "2024-03-09"
 }
 
   </script><script>
diff --git a/instructor-notes.html b/instructor-notes.html
index e4ec4858..3805f7a6 100644
--- a/instructor-notes.html
+++ b/instructor-notes.html
@@ -505,8 +505,8 @@ <h4 id="people-are-not-interactive-or-responsive-on-the-exercise">People are not
   "url": "https://datacarpentry.github.io/spreadsheet-ecology-lesson/instructor-notes.html",
   "identifier": "https://datacarpentry.github.io/spreadsheet-ecology-lesson/instructor-notes.html",
   "dateCreated": "2015-03-09",
-  "dateModified": "2024-03-08",
-  "datePublished": "2024-03-08"
+  "dateModified": "2024-03-09",
+  "datePublished": "2024-03-09"
 }
 
   </script><script>
diff --git a/instructor/00-intro.html b/instructor/00-intro.html
index 16c7a26a..5bfd23a4 100644
--- a/instructor/00-intro.html
+++ b/instructor/00-intro.html
@@ -488,7 +488,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://datacarpentry.github.io/spreadsheet-ecology-lesson/instructor/00-intro.html",
   "dateCreated": "2015-03-09",
   "dateModified": "2023-05-03",
-  "datePublished": "2024-03-08"
+  "datePublished": "2024-03-09"
 }
 
   </script><script>
diff --git a/instructor/01-format-data.html b/instructor/01-format-data.html
index 8ff46bd3..0a40cfa5 100644
--- a/instructor/01-format-data.html
+++ b/instructor/01-format-data.html
@@ -442,7 +442,7 @@ <h3 class="callout-title">Exercise<a class="anchor" aria-label="anchor" href="#e
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1">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">
 <ul><li>Take about 10 minutes to work on this exercise.</li>
 <li>All the mistakes in <a href="02-common-mistakes.html">02-common-mistakes</a> are present in the
@@ -559,7 +559,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://datacarpentry.github.io/spreadsheet-ecology-lesson/instructor/01-format-data.html",
   "dateCreated": "2015-03-09",
   "dateModified": "2024-03-08",
-  "datePublished": "2024-03-08"
+  "datePublished": "2024-03-09"
 }
 
   </script><script>
diff --git a/instructor/02-common-mistakes.html b/instructor/02-common-mistakes.html
index edf334a8..208b1c4f 100644
--- a/instructor/02-common-mistakes.html
+++ b/instructor/02-common-mistakes.html
@@ -824,7 +824,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
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   "dateCreated": "2015-03-09",
   "dateModified": "2023-05-03",
-  "datePublished": "2024-03-08"
+  "datePublished": "2024-03-09"
 }
 
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diff --git a/instructor/03-dates-as-data.html b/instructor/03-dates-as-data.html
index 83a2cbb6..57059748 100644
--- a/instructor/03-dates-as-data.html
+++ b/instructor/03-dates-as-data.html
@@ -357,7 +357,7 @@ <h3 class="callout-title">Exercise<a class="anchor" aria-label="anchor" href="#e
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 </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">
 <p><img src="../fig/solution_exercise_1_dates.png" class="figure"> {alt=‘dates, exersize
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@@ -395,7 +395,7 @@ <h3 class="callout-title">Exercise<a class="anchor" aria-label="anchor" href="#e
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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">
 <ol style="list-style-type: decimal"><li>To get the year, type <code>=YEAR(NOW())</code> into any cell in
 your spreadsheet. To get the month, type <code>=MONTH(NOW())</code>. To
@@ -495,7 +495,7 @@ <h3 class="callout-title">Exercise<a class="anchor" aria-label="anchor" href="#e
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution3" aria-expanded="false" aria-controls="collapseSolution3">
   <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">
 <ul><li>Click to the <code>dates</code> tab of the workbook and double-click
 on any of the values in the <code>Date collected</code> column. Notice
@@ -650,7 +650,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
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   "dateModified": "2023-05-03",
-  "datePublished": "2024-03-08"
+  "datePublished": "2024-03-09"
 }
 
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diff --git a/instructor/04-quality-control.html b/instructor/04-quality-control.html
index 10e10858..d59cbcad 100644
--- a/instructor/04-quality-control.html
+++ b/instructor/04-quality-control.html
@@ -402,7 +402,7 @@ <h3 class="callout-title">Exercise<a class="anchor" aria-label="anchor" href="#e
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   <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>Click the Sort button on the data tab in Excel. A pop-up will appear.
 Make sure you select <code>Expand the selection</code>.</p>
@@ -455,7 +455,7 @@ <h3 class="callout-title">Exercise<a class="anchor" aria-label="anchor" href="#e
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 </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>Cells that contain non-numerical values are not colored. This
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@@ -546,7 +546,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
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-  "datePublished": "2024-03-08"
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diff --git a/instructor/05-exporting-data.html b/instructor/05-exporting-data.html
index bca85c13..74961987 100644
--- a/instructor/05-exporting-data.html
+++ b/instructor/05-exporting-data.html
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       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Exporting data</h1>
-        <p>Last updated on 2023-05-03 |
+        <p>Last updated on 2024-03-09 |
         
         <a href="https://github.com/datacarpentry/spreadsheet-ecology-lesson/edit/main/episodes/05-exporting-data.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
         
@@ -422,7 +422,7 @@ <h4 id="caveats-on-commas">Caveats on commas<a class="anchor" aria-label="anchor
 case, consider using tabs as your delimiter and working with TSV files.
 TSV files can be exported from spreadsheet programs in the same way as
 CSV files. For more of a discussion on data formats and potential issues
-with commas within datasets see <a href="https://www.datacarpentry.org/spreadsheet-ecology-lesson/discuss/" class="external-link">the
+with commas within datasets see <a href="https://www.datacarpentry.org/spreadsheet-ecology-lesson/discuss" class="external-link">the
 discussion page</a>.</p>
 <div id="keypoints1" class="callout keypoints">
 <div class="callout-square">
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   "dateCreated": "2015-03-09",
-  "dateModified": "2023-05-03",
-  "datePublished": "2024-03-08"
+  "dateModified": "2024-03-09",
+  "datePublished": "2024-03-09"
 }
 
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diff --git a/instructor/404.html b/instructor/404.html
index d5e51e57..f36bcdf7 100644
--- a/instructor/404.html
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   "identifier": "https://datacarpentry.github.io/spreadsheet-ecology-lesson/instructor/404.html",
   "dateCreated": "2015-03-09",
-  "dateModified": "2024-03-08",
-  "datePublished": "2024-03-08"
+  "dateModified": "2024-03-09",
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 }
 
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diff --git a/instructor/CODE_OF_CONDUCT.html b/instructor/CODE_OF_CONDUCT.html
index 827ff051..dcd92c24 100644
--- a/instructor/CODE_OF_CONDUCT.html
+++ b/instructor/CODE_OF_CONDUCT.html
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-  "datePublished": "2024-03-08"
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diff --git a/instructor/LICENSE.html b/instructor/LICENSE.html
index c2207a73..07e3e713 100644
--- a/instructor/LICENSE.html
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@@ -381,7 +381,7 @@ <h1>Licenses</h1>
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diff --git a/instructor/NEWS.html b/instructor/NEWS.html
index 927c3825..d5bd2379 100644
--- a/instructor/NEWS.html
+++ b/instructor/NEWS.html
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   "dateModified": "2023-05-03",
-  "datePublished": "2024-03-08"
+  "datePublished": "2024-03-09"
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diff --git a/instructor/aio.html b/instructor/aio.html
index b3fc1c13..ce70b8f9 100644
--- a/instructor/aio.html
+++ b/instructor/aio.html
@@ -694,7 +694,7 @@ <h3 class="callout-title">Exercise<a class="anchor" aria-label="anchor" href="#e
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 </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">
 <ul>
 <li>Take about 10 minutes to work on this exercise.</li>
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 </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">
 <p><img src="../fig/solution_exercise_1_dates.png" class="figure"> {alt=‘dates, exersize
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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">
 <ol style="list-style-type: decimal">
 <li>To get the year, type <code>=YEAR(NOW())</code> into any cell in
@@ -1550,7 +1550,7 @@ <h3 class="callout-title">Exercise<a class="anchor" aria-label="anchor" href="#e
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   <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">
 <ul>
 <li>Click to the <code>dates</code> tab of the workbook and double-click
@@ -1801,7 +1801,7 @@ <h3 class="callout-title">Exercise<a class="anchor" aria-label="anchor" href="#e
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 </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>Click the Sort button on the data tab in Excel. A pop-up will appear.
 Make sure you select <code>Expand the selection</code>.</p>
@@ -1857,7 +1857,7 @@ <h3 class="callout-title">Exercise<a class="anchor" aria-label="anchor" href="#e
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2">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>Cells that contain non-numerical values are not colored. This
 includes both the cells where the letter “g” was included and the empty
@@ -1893,7 +1893,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
 </div>
 </section></section><section id="aio-05-exporting-data"><p>Content from <a href="05-exporting-data.html">Exporting data</a></p>
 <hr>
-<p>Last updated on 2023-05-03 |
+<p>Last updated on 2024-03-09 |
         
         <a href="https://github.com/datacarpentry/spreadsheet-ecology-lesson/edit/main/episodes/05-exporting-data.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 10 minutes</p>
@@ -2066,7 +2066,7 @@ <h4 id="caveats-on-commas">Caveats on commas<a class="anchor" aria-label="anchor
 case, consider using tabs as your delimiter and working with TSV files.
 TSV files can be exported from spreadsheet programs in the same way as
 CSV files. For more of a discussion on data formats and potential issues
-with commas within datasets see <a href="https://www.datacarpentry.org/spreadsheet-ecology-lesson/discuss/" class="external-link">the
+with commas within datasets see <a href="https://www.datacarpentry.org/spreadsheet-ecology-lesson/discuss" class="external-link">the
 discussion page</a>.</p>
 <div id="keypoints1" class="callout keypoints">
 <div class="callout-square">
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   "dateCreated": "2015-03-09",
-  "dateModified": "2024-03-08",
-  "datePublished": "2024-03-08"
+  "dateModified": "2024-03-09",
+  "datePublished": "2024-03-09"
 }
 
   </script><script>
diff --git a/instructor/datamanagement.html b/instructor/datamanagement.html
index 53fdb3a1..68aa3080 100644
--- a/instructor/datamanagement.html
+++ b/instructor/datamanagement.html
@@ -392,7 +392,7 @@ <h1>Data Management Tips</h1>
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   "dateCreated": "2015-03-09",
   "dateModified": "2023-05-03",
-  "datePublished": "2024-03-08"
+  "datePublished": "2024-03-09"
 }
 
   </script><script>
diff --git a/instructor/discuss.html b/instructor/discuss.html
index 2516fb8c..e9f6561b 100644
--- a/instructor/discuss.html
+++ b/instructor/discuss.html
@@ -382,7 +382,7 @@ <h3 id="dealing-with-commas-as-part-of-data-values-in-csv-files">Dealing with co
   "identifier": "https://datacarpentry.github.io/spreadsheet-ecology-lesson/instructor/discuss.html",
   "dateCreated": "2015-03-09",
   "dateModified": "2023-05-03",
-  "datePublished": "2024-03-08"
+  "datePublished": "2024-03-09"
 }
 
   </script><script>
diff --git a/instructor/images.html b/instructor/images.html
index 0f8ef65e..8d034a24 100644
--- a/instructor/images.html
+++ b/instructor/images.html
@@ -440,8 +440,8 @@ <h3 id="05-exporting-data-figure-3">Figure 3</h3>
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   "identifier": "https://datacarpentry.github.io/spreadsheet-ecology-lesson/instructor/images.html",
   "dateCreated": "2015-03-09",
-  "dateModified": "2024-03-08",
-  "datePublished": "2024-03-08"
+  "dateModified": "2024-03-09",
+  "datePublished": "2024-03-09"
 }
 
   </script><script>
diff --git a/instructor/index.html b/instructor/index.html
index cfe6e018..a36e1a05 100644
--- a/instructor/index.html
+++ b/instructor/index.html
@@ -514,8 +514,8 @@ <h4 id="linux">Linux<a class="anchor" aria-label="anchor" href="#linux"></a></h4
   "url": "https://datacarpentry.github.io/spreadsheet-ecology-lesson/instructor/index.html",
   "identifier": "https://datacarpentry.github.io/spreadsheet-ecology-lesson/instructor/index.html",
   "dateCreated": "2015-03-09",
-  "dateModified": "2024-03-08",
-  "datePublished": "2024-03-08"
+  "dateModified": "2024-03-09",
+  "datePublished": "2024-03-09"
 }
 
   </script><script>
diff --git a/instructor/instructor-notes.html b/instructor/instructor-notes.html
index a873e0d5..63f10778 100644
--- a/instructor/instructor-notes.html
+++ b/instructor/instructor-notes.html
@@ -515,8 +515,8 @@ <h4 id="people-are-not-interactive-or-responsive-on-the-exercise">People are not
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   "identifier": "https://datacarpentry.github.io/spreadsheet-ecology-lesson/instructor/instructor-notes.html",
   "dateCreated": "2015-03-09",
-  "dateModified": "2024-03-08",
-  "datePublished": "2024-03-08"
+  "dateModified": "2024-03-09",
+  "datePublished": "2024-03-09"
 }
 
   </script><script>
diff --git a/instructor/key-points.html b/instructor/key-points.html
index 86e269a3..ac6f4236 100644
--- a/instructor/key-points.html
+++ b/instructor/key-points.html
@@ -402,8 +402,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
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   "dateCreated": "2015-03-09",
-  "dateModified": "2024-03-08",
-  "datePublished": "2024-03-08"
+  "dateModified": "2024-03-09",
+  "datePublished": "2024-03-09"
 }
 
   </script><script>
diff --git a/instructor/profiles.html b/instructor/profiles.html
index 4aeaf5ba..38c00888 100644
--- a/instructor/profiles.html
+++ b/instructor/profiles.html
@@ -279,8 +279,8 @@ <h1>Learner Profiles</h1>
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   "identifier": "https://datacarpentry.github.io/spreadsheet-ecology-lesson/instructor/profiles.html",
   "dateCreated": "2015-03-09",
-  "dateModified": "2024-03-08",
-  "datePublished": "2024-03-08"
+  "dateModified": "2024-03-09",
+  "datePublished": "2024-03-09"
 }
 
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diff --git a/instructor/reference.html b/instructor/reference.html
index 74cd7279..8f7bf47c 100644
--- a/instructor/reference.html
+++ b/instructor/reference.html
@@ -390,7 +390,7 @@ <h1>Glossary</h1>
   "identifier": "https://datacarpentry.github.io/spreadsheet-ecology-lesson/instructor/reference.html",
   "dateCreated": "2015-03-09",
   "dateModified": "2023-05-03",
-  "datePublished": "2024-03-08"
+  "datePublished": "2024-03-09"
 }
 
   </script><script>
diff --git a/key-points.html b/key-points.html
index d91c1984..01493fa3 100644
--- a/key-points.html
+++ b/key-points.html
@@ -398,8 +398,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
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   "dateCreated": "2015-03-09",
-  "dateModified": "2024-03-08",
-  "datePublished": "2024-03-08"
+  "dateModified": "2024-03-09",
+  "datePublished": "2024-03-09"
 }
 
   </script><script>
diff --git a/md5sum.txt b/md5sum.txt
index 0bd9fc9b..9ade1876 100644
--- a/md5sum.txt
+++ b/md5sum.txt
@@ -9,7 +9,7 @@
 "episodes/02-common-mistakes.md" "1b4d0fcc392a674d6f07ffeeec2869e2" "site/built/02-common-mistakes.md" "2023-05-03"
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-"episodes/05-exporting-data.md" "6d5e0d8344fce6f318385f14815ca71a" "site/built/05-exporting-data.md" "2023-05-03"
+"episodes/05-exporting-data.md" "a937cba08f09e57eab84f8f8b555d09e" "site/built/05-exporting-data.md" "2024-03-09"
 "instructors/datamanagement.md" "4ec7fe1c86d01aeb9ffd9021bc7f4475" "site/built/datamanagement.md" "2023-05-03"
 "instructors/instructor-notes.md" "f557ec0027755182a91dd9ee016199cf" "site/built/instructor-notes.md" "2023-05-03"
 "learners/discuss.md" "9c2510c7fd0740f29e46e7f8dc7c55a8" "site/built/discuss.md" "2023-05-03"
diff --git a/pkgdown.yml b/pkgdown.yml
index 3ff2e30a..196ed3da 100644
--- a/pkgdown.yml
+++ b/pkgdown.yml
@@ -2,5 +2,5 @@ pandoc: 3.1.11
 pkgdown: 2.0.7
 pkgdown_sha: ~
 articles: {}
-last_built: 2024-03-08T23:57Z
+last_built: 2024-03-09T00:01Z
 
diff --git a/profiles.html b/profiles.html
index ee3f2b9f..c71e81b3 100644
--- a/profiles.html
+++ b/profiles.html
@@ -279,8 +279,8 @@ <h1>Learner Profiles</h1>
   "url": "https://datacarpentry.github.io/spreadsheet-ecology-lesson/profiles.html",
   "identifier": "https://datacarpentry.github.io/spreadsheet-ecology-lesson/profiles.html",
   "dateCreated": "2015-03-09",
-  "dateModified": "2024-03-08",
-  "datePublished": "2024-03-08"
+  "dateModified": "2024-03-09",
+  "datePublished": "2024-03-09"
 }
 
   </script><script>
diff --git a/reference.html b/reference.html
index dbb4d348..5baa2932 100644
--- a/reference.html
+++ b/reference.html
@@ -388,7 +388,7 @@ <h1>Glossary</h1>
   "identifier": "https://datacarpentry.github.io/spreadsheet-ecology-lesson/reference.html",
   "dateCreated": "2015-03-09",
   "dateModified": "2023-05-03",
-  "datePublished": "2024-03-08"
+  "datePublished": "2024-03-09"
 }
 
   </script><script>