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index 0dc36432..5599c6f9 100644
--- a/01-tidiness.html
+++ b/01-tidiness.html
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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">
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 <div class="accordion-body">
 <p>Types of files and information you have generated:</p>
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@@ -481,7 +481,7 @@ <h3 class="callout-title">Discussion</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
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 </button>
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+<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
 <div class="accordion-body">
 <p>A full set of types of issues with spreadsheet data is at the <a href="https://www.datacarpentry.org/spreadsheet-ecology-lesson/02-common-mistakes/" class="external-link">Data
 Carpentry Ecology spreadsheet lesson</a>. Not all are present in this
@@ -589,7 +589,7 @@ <h3 class="callout-title">Key Points</h3>
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diff --git a/02-project-planning.html b/02-project-planning.html
index 4b27ced3..f5d97ac8 100644
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-<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>Errors:</p>
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@@ -445,7 +445,7 @@ <h3 class="callout-title">Exercise</h3>
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-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
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 <div class="accordion-body">
 <ol style="list-style-type: decimal"><li>Samples are organized by sample_id</li>
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@@ -599,7 +599,7 @@ <h3 class="callout-title">Key Points</h3>
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diff --git a/03-ncbi-sra.html b/03-ncbi-sra.html
index 85b4a966..638659ed 100644
--- a/03-ncbi-sra.html
+++ b/03-ncbi-sra.html
@@ -601,7 +601,7 @@ <h3 class="callout-title">Key Points</h3>
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   "dateCreated": "2015-03-24",
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diff --git a/404.html b/404.html
index de411244..8b042252 100644
--- a/404.html
+++ b/404.html
@@ -331,8 +331,8 @@ <h1>Page not found</h1>
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   "dateCreated": "2015-03-24",
-  "dateModified": "2024-08-27",
-  "datePublished": "2024-08-27"
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 }
 
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diff --git a/CODE_OF_CONDUCT.html b/CODE_OF_CONDUCT.html
index 5ebe3817..a45a16d5 100644
--- a/CODE_OF_CONDUCT.html
+++ b/CODE_OF_CONDUCT.html
@@ -358,7 +358,7 @@ <h1>Contributor Code of Conduct</h1>
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   "dateCreated": "2015-03-24",
   "dateModified": "2023-05-02",
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diff --git a/LICENSE.html b/LICENSE.html
index c5f5524d..75df6df9 100644
--- a/LICENSE.html
+++ b/LICENSE.html
@@ -406,7 +406,7 @@ <h1>Licenses</h1>
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   "dateCreated": "2015-03-24",
   "dateModified": "2023-05-02",
-  "datePublished": "2024-08-27"
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diff --git a/aio.html b/aio.html
index 70d58d79..4d9a37a1 100644
--- a/aio.html
+++ b/aio.html
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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>Types of files and information you have generated:</p>
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@@ -524,7 +524,7 @@ <h3 class="callout-title">Discussion</h3>
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   <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>A full set of types of issues with spreadsheet data is at the <a href="https://www.datacarpentry.org/spreadsheet-ecology-lesson/02-common-mistakes/" class="external-link">Data
 Carpentry Ecology spreadsheet lesson</a>. Not all are present in this
@@ -673,7 +673,7 @@ <h3 class="callout-title">Exercise</h3>
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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>Errors:</p>
 <ul>
@@ -747,7 +747,7 @@ <h3 class="callout-title">Exercise</h3>
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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>Samples are organized by sample_id</li>
@@ -1178,8 +1178,8 @@ <h3 class="callout-title">Key Points</h3>
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   "identifier": "https://datacarpentry.github.io/organization-genomics/aio.html",
   "dateCreated": "2015-03-24",
-  "dateModified": "2024-08-27",
-  "datePublished": "2024-08-27"
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+  "datePublished": "2024-09-03"
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diff --git a/data.html b/data.html
index 6ffdfd19..a7942819 100644
--- a/data.html
+++ b/data.html
@@ -438,7 +438,7 @@ <h2 id="references">References<a class="anchor" aria-label="anchor" href="#refer
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   "dateCreated": "2015-03-24",
   "dateModified": "2023-05-02",
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diff --git a/discuss.html b/discuss.html
index 6f195efc..360a3ac6 100644
--- a/discuss.html
+++ b/discuss.html
@@ -351,7 +351,7 @@ <h1>Discussion</h1>
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   "dateCreated": "2015-03-24",
   "dateModified": "2023-05-02",
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diff --git a/images.html b/images.html
index 85bbfb14..a7e68dd4 100644
--- a/images.html
+++ b/images.html
@@ -405,8 +405,8 @@ <h3 id="03-ncbi-sra-figure-5">Figure 5</h3>
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   "dateCreated": "2015-03-24",
-  "dateModified": "2024-08-27",
-  "datePublished": "2024-08-27"
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diff --git a/index.html b/index.html
index 05d6a0dc..20c117a8 100644
--- a/index.html
+++ b/index.html
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   "identifier": "https://datacarpentry.github.io/organization-genomics/index.html",
   "dateCreated": "2015-03-24",
-  "dateModified": "2024-08-27",
-  "datePublished": "2024-08-27"
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diff --git a/instructor-notes.html b/instructor-notes.html
index f647337b..ad871773 100644
--- a/instructor-notes.html
+++ b/instructor-notes.html
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   "dateCreated": "2015-03-24",
-  "dateModified": "2024-08-27",
-  "datePublished": "2024-08-27"
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diff --git a/instructor/01-tidiness.html b/instructor/01-tidiness.html
index ff03dfbb..b6acc40c 100644
--- a/instructor/01-tidiness.html
+++ b/instructor/01-tidiness.html
@@ -358,7 +358,7 @@ <h3 class="callout-title">Discussion</h3>
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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>Types of files and information you have generated:</p>
 <ul><li>Spreadsheet or tabular data with the data from your experiment and
@@ -483,7 +483,7 @@ <h3 class="callout-title">Discussion</h3>
 <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>A full set of types of issues with spreadsheet data is at the <a href="https://www.datacarpentry.org/spreadsheet-ecology-lesson/02-common-mistakes/" class="external-link">Data
 Carpentry Ecology spreadsheet lesson</a>. Not all are present in this
@@ -591,7 +591,7 @@ <h3 class="callout-title">Key Points</h3>
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   "dateCreated": "2015-03-24",
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--- a/instructor/02-project-planning.html
+++ b/instructor/02-project-planning.html
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-<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>Errors:</p>
 <ul><li>Sequential order of well_position changes</li>
@@ -447,7 +447,7 @@ <h3 class="callout-title">Exercise</h3>
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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>Samples are organized by sample_id</li>
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   "dateCreated": "2015-03-24",
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-  "datePublished": "2024-08-27"
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diff --git a/instructor/03-ncbi-sra.html b/instructor/03-ncbi-sra.html
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+++ b/instructor/03-ncbi-sra.html
@@ -603,7 +603,7 @@ <h3 class="callout-title">Key Points</h3>
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   "dateCreated": "2015-03-24",
   "dateModified": "2023-11-20",
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+  "datePublished": "2024-09-03"
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diff --git a/instructor/404.html b/instructor/404.html
index 5dca260a..32d8ce6e 100644
--- a/instructor/404.html
+++ b/instructor/404.html
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-  "dateModified": "2024-08-27",
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diff --git a/instructor/CODE_OF_CONDUCT.html b/instructor/CODE_OF_CONDUCT.html
index fcbff11d..3d03b1d3 100644
--- a/instructor/CODE_OF_CONDUCT.html
+++ b/instructor/CODE_OF_CONDUCT.html
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   "dateCreated": "2015-03-24",
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diff --git a/instructor/LICENSE.html b/instructor/LICENSE.html
index da70e6b4..2a9cb071 100644
--- a/instructor/LICENSE.html
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   "dateCreated": "2015-03-24",
   "dateModified": "2023-05-02",
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diff --git a/instructor/aio.html b/instructor/aio.html
index 32642d1a..3fe30132 100644
--- a/instructor/aio.html
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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>Types of files and information you have generated:</p>
 <ul>
@@ -531,7 +531,7 @@ <h3 class="callout-title">Discussion</h3>
 <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>A full set of types of issues with spreadsheet data is at the <a href="https://www.datacarpentry.org/spreadsheet-ecology-lesson/02-common-mistakes/" class="external-link">Data
 Carpentry Ecology spreadsheet lesson</a>. Not all are present in this
@@ -681,7 +681,7 @@ <h3 class="callout-title">Exercise</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
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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>Errors:</p>
 <ul>
@@ -755,7 +755,7 @@ <h3 class="callout-title">Exercise</h3>
 <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>Samples are organized by sample_id</li>
@@ -1187,8 +1187,8 @@ <h3 class="callout-title">Key Points</h3>
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   "identifier": "https://datacarpentry.github.io/organization-genomics/instructor/aio.html",
   "dateCreated": "2015-03-24",
-  "dateModified": "2024-08-27",
-  "datePublished": "2024-08-27"
+  "dateModified": "2024-09-03",
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diff --git a/instructor/data.html b/instructor/data.html
index c56ec57c..ffccf414 100644
--- a/instructor/data.html
+++ b/instructor/data.html
@@ -440,7 +440,7 @@ <h2 id="references">References<a class="anchor" aria-label="anchor" href="#refer
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   "dateCreated": "2015-03-24",
   "dateModified": "2023-05-02",
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diff --git a/instructor/discuss.html b/instructor/discuss.html
index e8ae7ca5..72a21910 100644
--- a/instructor/discuss.html
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   "dateCreated": "2015-03-24",
   "dateModified": "2023-05-02",
-  "datePublished": "2024-08-27"
+  "datePublished": "2024-09-03"
 }
 
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diff --git a/instructor/images.html b/instructor/images.html
index 42d9452f..649fe8e5 100644
--- a/instructor/images.html
+++ b/instructor/images.html
@@ -411,8 +411,8 @@ <h3 id="03-ncbi-sra-figure-5">Figure 5</h3>
   "url": "https://datacarpentry.github.io/organization-genomics/instructor/images.html",
   "identifier": "https://datacarpentry.github.io/organization-genomics/instructor/images.html",
   "dateCreated": "2015-03-24",
-  "dateModified": "2024-08-27",
-  "datePublished": "2024-08-27"
+  "dateModified": "2024-09-03",
+  "datePublished": "2024-09-03"
 }
 
   </script><script>
diff --git a/instructor/index.html b/instructor/index.html
index 51422b3f..f0a3ffae 100644
--- a/instructor/index.html
+++ b/instructor/index.html
@@ -446,8 +446,8 @@ <h3 class="callout-title">For Instructors</h3>
   "url": "https://datacarpentry.github.io/organization-genomics/instructor/index.html",
   "identifier": "https://datacarpentry.github.io/organization-genomics/instructor/index.html",
   "dateCreated": "2015-03-24",
-  "dateModified": "2024-08-27",
-  "datePublished": "2024-08-27"
+  "dateModified": "2024-09-03",
+  "datePublished": "2024-09-03"
 }
 
   </script><script>
diff --git a/instructor/instructor-notes.html b/instructor/instructor-notes.html
index e3049e69..4ed01542 100644
--- a/instructor/instructor-notes.html
+++ b/instructor/instructor-notes.html
@@ -537,8 +537,8 @@ <h4 id="people-are-not-interactive-or-responsive-on-the-exercises">People are no
   "url": "https://datacarpentry.github.io/organization-genomics/instructor/instructor-notes.html",
   "identifier": "https://datacarpentry.github.io/organization-genomics/instructor/instructor-notes.html",
   "dateCreated": "2015-03-24",
-  "dateModified": "2024-08-27",
-  "datePublished": "2024-08-27"
+  "dateModified": "2024-09-03",
+  "datePublished": "2024-09-03"
 }
 
   </script><script>
diff --git a/instructor/key-points.html b/instructor/key-points.html
index f9e9c15e..18f8b26e 100644
--- a/instructor/key-points.html
+++ b/instructor/key-points.html
@@ -398,8 +398,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "url": "https://datacarpentry.github.io/organization-genomics/instructor/key-points.html",
   "identifier": "https://datacarpentry.github.io/organization-genomics/instructor/key-points.html",
   "dateCreated": "2015-03-24",
-  "dateModified": "2024-08-27",
-  "datePublished": "2024-08-27"
+  "dateModified": "2024-09-03",
+  "datePublished": "2024-09-03"
 }
 
   </script><script>
diff --git a/instructor/old-ncbi.html b/instructor/old-ncbi.html
index 86ce8a68..78a5f6bb 100644
--- a/instructor/old-ncbi.html
+++ b/instructor/old-ncbi.html
@@ -374,7 +374,7 @@ <h1>Old NCBI</h1>
   "identifier": "https://datacarpentry.github.io/organization-genomics/instructor/old-ncbi.html",
   "dateCreated": "2015-03-24",
   "dateModified": "2023-05-02",
-  "datePublished": "2024-08-27"
+  "datePublished": "2024-09-03"
 }
 
   </script><script>
diff --git a/instructor/profiles.html b/instructor/profiles.html
index b288812f..36a046fa 100644
--- a/instructor/profiles.html
+++ b/instructor/profiles.html
@@ -309,8 +309,8 @@ <h1>Learner Profiles</h1>
   "url": "https://datacarpentry.github.io/organization-genomics/instructor/profiles.html",
   "identifier": "https://datacarpentry.github.io/organization-genomics/instructor/profiles.html",
   "dateCreated": "2015-03-24",
-  "dateModified": "2024-08-27",
-  "datePublished": "2024-08-27"
+  "dateModified": "2024-09-03",
+  "datePublished": "2024-09-03"
 }
 
   </script><script>
diff --git a/instructor/reference.html b/instructor/reference.html
index 7f3ea52e..d65385a8 100644
--- a/instructor/reference.html
+++ b/instructor/reference.html
@@ -450,7 +450,7 @@ <h1>Glossary</h1>
   "identifier": "https://datacarpentry.github.io/organization-genomics/instructor/reference.html",
   "dateCreated": "2015-03-24",
   "dateModified": "2023-05-02",
-  "datePublished": "2024-08-27"
+  "datePublished": "2024-09-03"
 }
 
   </script><script>
diff --git a/key-points.html b/key-points.html
index 3cad255e..76e80245 100644
--- a/key-points.html
+++ b/key-points.html
@@ -392,8 +392,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "url": "https://datacarpentry.github.io/organization-genomics/key-points.html",
   "identifier": "https://datacarpentry.github.io/organization-genomics/key-points.html",
   "dateCreated": "2015-03-24",
-  "dateModified": "2024-08-27",
-  "datePublished": "2024-08-27"
+  "dateModified": "2024-09-03",
+  "datePublished": "2024-09-03"
 }
 
   </script><script>
diff --git a/old-ncbi.html b/old-ncbi.html
index 872177af..9bba50d0 100644
--- a/old-ncbi.html
+++ b/old-ncbi.html
@@ -372,7 +372,7 @@ <h1>Old NCBI</h1>
   "identifier": "https://datacarpentry.github.io/organization-genomics/old-ncbi.html",
   "dateCreated": "2015-03-24",
   "dateModified": "2023-05-02",
-  "datePublished": "2024-08-27"
+  "datePublished": "2024-09-03"
 }
 
   </script><script>
diff --git a/pkgdown.yml b/pkgdown.yml
index 47a0024f..b746f2f1 100644
--- a/pkgdown.yml
+++ b/pkgdown.yml
@@ -2,4 +2,4 @@ pandoc: 3.1.11
 pkgdown: 2.1.0
 pkgdown_sha: ~
 articles: {}
-last_built: 2024-08-27T00:26Z
+last_built: 2024-09-03T00:26Z
diff --git a/profiles.html b/profiles.html
index 14c1a4ad..22e0afa7 100644
--- a/profiles.html
+++ b/profiles.html
@@ -309,8 +309,8 @@ <h1>Learner Profiles</h1>
   "url": "https://datacarpentry.github.io/organization-genomics/profiles.html",
   "identifier": "https://datacarpentry.github.io/organization-genomics/profiles.html",
   "dateCreated": "2015-03-24",
-  "dateModified": "2024-08-27",
-  "datePublished": "2024-08-27"
+  "dateModified": "2024-09-03",
+  "datePublished": "2024-09-03"
 }
 
   </script><script>
diff --git a/reference.html b/reference.html
index caa61377..b0a26edc 100644
--- a/reference.html
+++ b/reference.html
@@ -448,7 +448,7 @@ <h1>Glossary</h1>
   "identifier": "https://datacarpentry.github.io/organization-genomics/reference.html",
   "dateCreated": "2015-03-24",
   "dateModified": "2023-05-02",
-  "datePublished": "2024-08-27"
+  "datePublished": "2024-09-03"
 }
 
   </script><script>