diff --git a/404.html b/404.html
index 381550d..92bfa50 100644
--- a/404.html
+++ b/404.html
@@ -319,8 +319,8 @@ <h1>Page not found</h1>
   "url": "https://ucla-imls-open-sci.github.io/dmp101/404.html",
   "identifier": "https://ucla-imls-open-sci.github.io/dmp101/404.html",
   "dateCreated": "2023-08-15",
-  "dateModified": "2023-11-07",
-  "datePublished": "2023-11-07"
+  "dateModified": "2023-11-08",
+  "datePublished": "2023-11-08"
 }
 
   </script><script>
diff --git a/CODE_OF_CONDUCT.html b/CODE_OF_CONDUCT.html
index e3d226a..02a665c 100644
--- a/CODE_OF_CONDUCT.html
+++ b/CODE_OF_CONDUCT.html
@@ -341,7 +341,7 @@ <h1>Contributor Code of Conduct</h1>
   "identifier": "https://ucla-imls-open-sci.github.io/dmp101/CODE_OF_CONDUCT.html",
   "dateCreated": "2023-08-15",
   "dateModified": "2023-08-15",
-  "datePublished": "2023-11-07"
+  "datePublished": "2023-11-08"
 }
 
   </script><script>
diff --git a/LICENSE.html b/LICENSE.html
index d3b8d80..5c1bdbf 100644
--- a/LICENSE.html
+++ b/LICENSE.html
@@ -392,7 +392,7 @@ <h1>Licenses</h1>
   "identifier": "https://ucla-imls-open-sci.github.io/dmp101/LICENSE.html",
   "dateCreated": "2023-08-15",
   "dateModified": "2023-08-15",
-  "datePublished": "2023-11-07"
+  "datePublished": "2023-11-08"
 }
 
   </script><script>
diff --git a/aio.html b/aio.html
index aa0d31e..4007e22 100644
--- a/aio.html
+++ b/aio.html
@@ -1188,7 +1188,7 @@ <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">
 <ol start="3" style="list-style-type: lower-alpha">
 <li>Both</li>
@@ -1223,7 +1223,7 @@ <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">
 <ol start="4" style="list-style-type: lower-alpha">
 <li>All of the above</li>
@@ -1255,7 +1255,7 @@ <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">
 <p>ICPSR</p>
 <p>The example study contains sensitive data because it deals with a
@@ -1300,7 +1300,7 @@ <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">
 <ol style="list-style-type: decimal">
 <li>Answers will vary, but one acceptable response is Vivli. To find
@@ -1785,7 +1785,7 @@ <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">
 <p>Choice B is correct. There are over 100 public plans available.
 Choice D is not a link - it’s a tally number of DMP made using this
@@ -1829,7 +1829,7 @@ <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">
 <p>Choice A is correct. Located at the bottom of the page from all
 authors from your institution who gave permission to share their
@@ -2110,7 +2110,7 @@ <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">
 <p>Choice A</p>
 </div>
@@ -2152,7 +2152,7 @@ <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">
 <p>Choice B</p>
 </div>
@@ -2384,7 +2384,7 @@ <h3 class="callout-title">Think-Pair-Share<a class="anchor" aria-label="anchor"
 </div>
 </section></section><section id="aio-conclusion-and-further-reading"><p>Content from <a href="conclusion-and-further-reading.html">Conclusion and Further Reading</a></p>
 <hr>
-<p> Last updated on 2023-10-27 | 
+<p> Last updated on 2023-11-08 | 
         
         <a href="https://github.com/ucla-imls-open-sci/dmp101/edit/main/episodes/conclusion-and-further-reading.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <div class="text-end">
@@ -2458,8 +2458,8 @@ <h3 class="callout-title">Think-Pair-Share<a class="anchor" aria-label="anchor"
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   "identifier": "https://ucla-imls-open-sci.github.io/dmp101/aio.html",
   "dateCreated": "2023-08-15",
-  "dateModified": "2023-11-07",
-  "datePublished": "2023-11-07"
+  "dateModified": "2023-11-08",
+  "datePublished": "2023-11-08"
 }
 
   </script><script>
diff --git a/conclusion-and-further-reading.html b/conclusion-and-further-reading.html
index 3a6f405..e43f1d4 100644
--- a/conclusion-and-further-reading.html
+++ b/conclusion-and-further-reading.html
@@ -267,7 +267,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Conclusion and Further Reading</h1>
-        <p> Last updated on 2023-10-27 | 
+        <p> Last updated on 2023-11-08 | 
         
         <a href="https://github.com/ucla-imls-open-sci/dmp101/edit/main/episodes/conclusion-and-further-reading.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
         
@@ -355,8 +355,8 @@ <h1>Conclusion and Further Reading</h1>
   "url": "https://ucla-imls-open-sci.github.io/dmp101/conclusion-and-further-reading.html",
   "identifier": "https://ucla-imls-open-sci.github.io/dmp101/conclusion-and-further-reading.html",
   "dateCreated": "2023-08-15",
-  "dateModified": "2023-10-27",
-  "datePublished": "2023-11-07"
+  "dateModified": "2023-11-08",
+  "datePublished": "2023-11-08"
 }
 
   </script><script>
diff --git a/data-management-plan-sevices.html b/data-management-plan-sevices.html
index b463de6..1eb6da3 100644
--- a/data-management-plan-sevices.html
+++ b/data-management-plan-sevices.html
@@ -537,7 +537,7 @@ <h3 class="callout-title">Think-Pair-Share<a class="anchor" aria-label="anchor"
   "identifier": "https://ucla-imls-open-sci.github.io/dmp101/data-management-plan-sevices.html",
   "dateCreated": "2023-08-15",
   "dateModified": "2023-10-17",
-  "datePublished": "2023-11-07"
+  "datePublished": "2023-11-08"
 }
 
   </script><script>
diff --git a/dmp-resources.html b/dmp-resources.html
index 9a91f1e..e58f82e 100644
--- a/dmp-resources.html
+++ b/dmp-resources.html
@@ -634,7 +634,7 @@ <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">
 <ol start="3" style="list-style-type: lower-alpha"><li>Both</li>
 </ol></div>
@@ -665,7 +665,7 @@ <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">
 <ol start="4" style="list-style-type: lower-alpha"><li>All of the above</li>
 </ol></div>
@@ -693,7 +693,7 @@ <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">
 <p>ICPSR</p>
 <p>The example study contains sensitive data because it deals with a
@@ -736,7 +736,7 @@ <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">
 <ol style="list-style-type: decimal"><li>Answers will vary, but one acceptable response is Vivli. To find
 which data repositories accept clinical trial data, use the NNLM data
@@ -813,7 +813,7 @@ <h4 class="accordion-header" id="headingSolution4">
   "identifier": "https://ucla-imls-open-sci.github.io/dmp101/dmp-resources.html",
   "dateCreated": "2023-08-15",
   "dateModified": "2023-10-27",
-  "datePublished": "2023-11-07"
+  "datePublished": "2023-11-08"
 }
 
   </script><script>
diff --git a/dmp.html b/dmp.html
index d6856a3..f6cd2d4 100644
--- a/dmp.html
+++ b/dmp.html
@@ -789,7 +789,7 @@ <h4 class="accordion-header" id="headingSolution5">
   "identifier": "https://ucla-imls-open-sci.github.io/dmp101/dmp.html",
   "dateCreated": "2023-08-15",
   "dateModified": "2023-10-30",
-  "datePublished": "2023-11-07"
+  "datePublished": "2023-11-08"
 }
 
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diff --git a/dmptool.html b/dmptool.html
index f102c79..ca0ef96 100644
--- a/dmptool.html
+++ b/dmptool.html
@@ -410,7 +410,7 @@ <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">
 <p>Choice B is correct. There are over 100 public plans available.
 Choice D is not a link - it’s a tally number of DMP made using this
@@ -448,7 +448,7 @@ <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">
 <p>Choice A is correct. Located at the bottom of the page from all
 authors from your institution who gave permission to share their
@@ -679,7 +679,7 @@ <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">
 <p>Choice A</p>
 </div>
@@ -714,7 +714,7 @@ <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">
 <p>Choice B</p>
 </div>
@@ -786,7 +786,7 @@ <h4 class="accordion-header" id="headingSolution4">
   "identifier": "https://ucla-imls-open-sci.github.io/dmp101/dmptool.html",
   "dateCreated": "2023-08-15",
   "dateModified": "2023-10-30",
-  "datePublished": "2023-11-07"
+  "datePublished": "2023-11-08"
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diff --git a/images.html b/images.html
index bfdefe9..8b46fba 100644
--- a/images.html
+++ b/images.html
@@ -400,8 +400,8 @@ <h3 id="dmptool-figure-2">Figure 2</h3>
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-  "dateModified": "2023-11-07",
-  "datePublished": "2023-11-07"
+  "dateModified": "2023-11-08",
+  "datePublished": "2023-11-08"
 }
 
   </script><script>
diff --git a/index.html b/index.html
index 406830c..802990b 100644
--- a/index.html
+++ b/index.html
@@ -317,8 +317,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "url": "https://ucla-imls-open-sci.github.io/dmp101/index.html",
   "identifier": "https://ucla-imls-open-sci.github.io/dmp101/index.html",
   "dateCreated": "2023-08-15",
-  "dateModified": "2023-11-07",
-  "datePublished": "2023-11-07"
+  "dateModified": "2023-11-08",
+  "datePublished": "2023-11-08"
 }
 
   </script><script>
diff --git a/instructor-notes.html b/instructor-notes.html
index d7f1084..6dd9348 100644
--- a/instructor-notes.html
+++ b/instructor-notes.html
@@ -361,8 +361,8 @@ <h1>Instructor Notes</h1>
   "url": "https://ucla-imls-open-sci.github.io/dmp101/instructor-notes.html",
   "identifier": "https://ucla-imls-open-sci.github.io/dmp101/instructor-notes.html",
   "dateCreated": "2023-08-15",
-  "dateModified": "2023-11-07",
-  "datePublished": "2023-11-07"
+  "dateModified": "2023-11-08",
+  "datePublished": "2023-11-08"
 }
 
   </script><script>
diff --git a/instructor/404.html b/instructor/404.html
index 2b88a31..c670fc8 100644
--- a/instructor/404.html
+++ b/instructor/404.html
@@ -319,8 +319,8 @@ <h1>Page not found</h1>
   "url": "https://ucla-imls-open-sci.github.io/dmp101/instructor/404.html",
   "identifier": "https://ucla-imls-open-sci.github.io/dmp101/instructor/404.html",
   "dateCreated": "2023-08-15",
-  "dateModified": "2023-11-07",
-  "datePublished": "2023-11-07"
+  "dateModified": "2023-11-08",
+  "datePublished": "2023-11-08"
 }
 
   </script><script>
diff --git a/instructor/CODE_OF_CONDUCT.html b/instructor/CODE_OF_CONDUCT.html
index 332a828..83fd762 100644
--- a/instructor/CODE_OF_CONDUCT.html
+++ b/instructor/CODE_OF_CONDUCT.html
@@ -342,7 +342,7 @@ <h1>Contributor Code of Conduct</h1>
   "identifier": "https://ucla-imls-open-sci.github.io/dmp101/instructor/CODE_OF_CONDUCT.html",
   "dateCreated": "2023-08-15",
   "dateModified": "2023-08-15",
-  "datePublished": "2023-11-07"
+  "datePublished": "2023-11-08"
 }
 
   </script><script>
diff --git a/instructor/LICENSE.html b/instructor/LICENSE.html
index 96fa000..9ac8e83 100644
--- a/instructor/LICENSE.html
+++ b/instructor/LICENSE.html
@@ -393,7 +393,7 @@ <h1>Licenses</h1>
   "identifier": "https://ucla-imls-open-sci.github.io/dmp101/instructor/LICENSE.html",
   "dateCreated": "2023-08-15",
   "dateModified": "2023-08-15",
-  "datePublished": "2023-11-07"
+  "datePublished": "2023-11-08"
 }
 
   </script><script>
diff --git a/instructor/aio.html b/instructor/aio.html
index a9accf3..dc5cc27 100644
--- a/instructor/aio.html
+++ b/instructor/aio.html
@@ -1188,7 +1188,7 @@ <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">
 <ol start="3" style="list-style-type: lower-alpha">
 <li>Both</li>
@@ -1223,7 +1223,7 @@ <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">
 <ol start="4" style="list-style-type: lower-alpha">
 <li>All of the above</li>
@@ -1255,7 +1255,7 @@ <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">
 <p>ICPSR</p>
 <p>The example study contains sensitive data because it deals with a
@@ -1300,7 +1300,7 @@ <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">
 <ol style="list-style-type: decimal">
 <li>Answers will vary, but one acceptable response is Vivli. To find
@@ -1697,7 +1697,7 @@ <h3 class="accordion-header" id="headingInstructor1">
   Instructor Note
   </h3>
 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
 <div class="accordion-body">
 <p>When teaching this lesson, we suggest doing the following demo live.
 You can watch the video to get an idea of features to cover.</p>
@@ -1803,7 +1803,7 @@ <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">
 <p>Choice B is correct. There are over 100 public plans available.
 Choice D is not a link - it’s a tally number of DMP made using this
@@ -1847,7 +1847,7 @@ <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">
 <p>Choice A is correct. Located at the bottom of the page from all
 authors from your institution who gave permission to share their
@@ -2128,7 +2128,7 @@ <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">
 <p>Choice A</p>
 </div>
@@ -2170,7 +2170,7 @@ <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">
 <p>Choice B</p>
 </div>
@@ -2403,7 +2403,7 @@ <h3 class="callout-title">Think-Pair-Share<a class="anchor" aria-label="anchor"
 </div>
 </section></section><section id="aio-conclusion-and-further-reading"><p>Content from <a href="conclusion-and-further-reading.html">Conclusion and Further Reading</a></p>
 <hr>
-<p> Last updated on 2023-10-27 | 
+<p> Last updated on 2023-11-08 | 
         
         <a href="https://github.com/ucla-imls-open-sci/dmp101/edit/main/episodes/conclusion-and-further-reading.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> 12 minutes </p>
@@ -2478,8 +2478,8 @@ <h3 class="callout-title">Think-Pair-Share<a class="anchor" aria-label="anchor"
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-  "dateModified": "2023-11-07",
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index 432dbd2..1cbf8a7 100644
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@@ -266,7 +266,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
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       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Conclusion and Further Reading</h1>
-        <p> Last updated on 2023-10-27 | 
+        <p> Last updated on 2023-11-08 | 
         
         <a href="https://github.com/ucla-imls-open-sci/dmp101/edit/main/episodes/conclusion-and-further-reading.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
         
@@ -356,8 +356,8 @@ <h1>Conclusion and Further Reading</h1>
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diff --git a/instructor/dmp-resources.html b/instructor/dmp-resources.html
index 3cb7c4b..a6923b3 100644
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@@ -666,7 +666,7 @@ <h4 class="accordion-header" id="headingSolution2">
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 <p>ICPSR</p>
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-<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">
 <ol style="list-style-type: decimal"><li>Answers will vary, but one acceptable response is Vivli. To find
 which data repositories accept clinical trial data, use the NNLM data
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index fd04ae2..00b5d6f 100644
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diff --git a/instructor/dmptool.html b/instructor/dmptool.html
index 8019396..ea8b126 100644
--- a/instructor/dmptool.html
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@@ -333,7 +333,7 @@ <h3 class="accordion-header" id="headingInstructor1">
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   </h3>
 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
 <div class="accordion-body">
 <p>When teaching this lesson, we suggest doing the following demo live.
 You can watch the video to get an idea of features to cover.</p>
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 <p>Choice B is correct. There are over 100 public plans available.
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index af053a5..95f459c 100644
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-  "dateModified": "2023-11-07",
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index 4c1ccdd..42d94c5 100644
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-  "datePublished": "2023-11-07"
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index 8f509b2..4000e54 100644
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+++ b/instructor/key-points.html
@@ -357,8 +357,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
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   "dateCreated": "2023-08-15",
-  "dateModified": "2023-11-07",
-  "datePublished": "2023-11-07"
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index 6aa2f06..7be0e77 100644
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+++ b/instructor/profiles.html
@@ -293,8 +293,8 @@ <h1>Learner Profiles</h1>
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   "dateCreated": "2023-08-15",
-  "dateModified": "2023-11-07",
-  "datePublished": "2023-11-07"
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index 6269d09..ac6af6b 100644
--- a/instructor/reference.html
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   "dateCreated": "2023-08-15",
   "dateModified": "2023-10-30",
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index 6a9cf43..04ce107 100644
--- a/instructor/supporting-researchers.html
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   "dateModified": "2023-10-30",
-  "datePublished": "2023-11-07"
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diff --git a/key-points.html b/key-points.html
index cd20ad4..c39afbd 100644
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-  "dateModified": "2023-11-07",
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index 7448ebf..ff3674e 100644
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diff --git a/pkgdown.yml b/pkgdown.yml
index 4bdf842..c9e176d 100644
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index bcba709..a7698b0 100644
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@@ -294,8 +294,8 @@ <h1>Learner Profiles</h1>
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diff --git a/reference.html b/reference.html
index e9edd32..1c8ca66 100644
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@@ -420,7 +420,7 @@ <h3 id="episode-5">Episode 5<a class="anchor" aria-label="anchor" href="#episode
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index 502e855..10398b8 100644
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