diff --git a/404.html b/404.html
index 44a5340..2bb9a3e 100644
--- a/404.html
+++ b/404.html
@@ -365,8 +365,8 @@ <h1>Page not found</h1>
   "url": "https://librarycarpentry.org/lc-dmp101/404.html",
   "identifier": "https://librarycarpentry.org/lc-dmp101/404.html",
   "dateCreated": "2023-08-15",
-  "dateModified": "2024-10-24",
-  "datePublished": "2024-10-24"
+  "dateModified": "2024-10-29",
+  "datePublished": "2024-10-29"
 }
 
   </script><script>
diff --git a/CODE_OF_CONDUCT.html b/CODE_OF_CONDUCT.html
index ec26f49..2356894 100644
--- a/CODE_OF_CONDUCT.html
+++ b/CODE_OF_CONDUCT.html
@@ -390,7 +390,7 @@ <h1>Contributor Code of Conduct</h1>
   "identifier": "https://librarycarpentry.org/lc-dmp101/CODE_OF_CONDUCT.html",
   "dateCreated": "2023-08-15",
   "dateModified": "2023-08-15",
-  "datePublished": "2024-10-24"
+  "datePublished": "2024-10-29"
 }
 
   </script><script>
diff --git a/LICENSE.html b/LICENSE.html
index 536400b..07602d6 100644
--- a/LICENSE.html
+++ b/LICENSE.html
@@ -438,7 +438,7 @@ <h1>Licenses</h1>
   "identifier": "https://librarycarpentry.org/lc-dmp101/LICENSE.html",
   "dateCreated": "2023-08-15",
   "dateModified": "2023-08-15",
-  "datePublished": "2024-10-24"
+  "datePublished": "2024-10-29"
 }
 
   </script><script>
diff --git a/aio.html b/aio.html
index 0773848..2f02c40 100644
--- a/aio.html
+++ b/aio.html
@@ -2734,8 +2734,8 @@ <h3 class="callout-title">Key Points</h3>
   "url": "https://librarycarpentry.org/lc-dmp101/aio.html",
   "identifier": "https://librarycarpentry.org/lc-dmp101/aio.html",
   "dateCreated": "2023-08-15",
-  "dateModified": "2024-10-24",
-  "datePublished": "2024-10-24"
+  "dateModified": "2024-10-29",
+  "datePublished": "2024-10-29"
 }
 
   </script><script>
diff --git a/data-management-plan-sevices.html b/data-management-plan-sevices.html
index 6e9ea09..329df94 100644
--- a/data-management-plan-sevices.html
+++ b/data-management-plan-sevices.html
@@ -598,7 +598,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://librarycarpentry.org/lc-dmp101/data-management-plan-sevices.html",
   "dateCreated": "2023-08-15",
   "dateModified": "2024-04-01",
-  "datePublished": "2024-10-24"
+  "datePublished": "2024-10-29"
 }
 
   </script><script>
diff --git a/dmp-resources.html b/dmp-resources.html
index d151c30..a4b9fa4 100644
--- a/dmp-resources.html
+++ b/dmp-resources.html
@@ -854,7 +854,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://librarycarpentry.org/lc-dmp101/dmp-resources.html",
   "dateCreated": "2023-08-15",
   "dateModified": "2024-08-06",
-  "datePublished": "2024-10-24"
+  "datePublished": "2024-10-29"
 }
 
   </script><script>
diff --git a/dmp.html b/dmp.html
index 5f2887e..5d52950 100644
--- a/dmp.html
+++ b/dmp.html
@@ -861,7 +861,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://librarycarpentry.org/lc-dmp101/dmp.html",
   "dateCreated": "2023-08-15",
   "dateModified": "2024-04-01",
-  "datePublished": "2024-10-24"
+  "datePublished": "2024-10-29"
 }
 
   </script><script>
diff --git a/dmptool.html b/dmptool.html
index 85edd4e..747f4e0 100644
--- a/dmptool.html
+++ b/dmptool.html
@@ -837,7 +837,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://librarycarpentry.org/lc-dmp101/dmptool.html",
   "dateCreated": "2023-08-15",
   "dateModified": "2024-03-22",
-  "datePublished": "2024-10-24"
+  "datePublished": "2024-10-29"
 }
 
   </script><script>
diff --git a/images.html b/images.html
index e12ef82..0ce3d70 100644
--- a/images.html
+++ b/images.html
@@ -451,8 +451,8 @@ <h3 id="dmptool-figure-2">Figure 2</h3>
   "url": "https://librarycarpentry.org/lc-dmp101/images.html",
   "identifier": "https://librarycarpentry.org/lc-dmp101/images.html",
   "dateCreated": "2023-08-15",
-  "dateModified": "2024-10-24",
-  "datePublished": "2024-10-24"
+  "dateModified": "2024-10-29",
+  "datePublished": "2024-10-29"
 }
 
   </script><script>
diff --git a/index.html b/index.html
index eebf46b..b524c87 100644
--- a/index.html
+++ b/index.html
@@ -377,8 +377,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "url": "https://librarycarpentry.org/lc-dmp101/index.html",
   "identifier": "https://librarycarpentry.org/lc-dmp101/index.html",
   "dateCreated": "2023-08-15",
-  "dateModified": "2024-10-24",
-  "datePublished": "2024-10-24"
+  "dateModified": "2024-10-29",
+  "datePublished": "2024-10-29"
 }
 
   </script><script>
diff --git a/instructor-notes.html b/instructor-notes.html
index dd1cbc0..6e5d06d 100644
--- a/instructor-notes.html
+++ b/instructor-notes.html
@@ -410,8 +410,8 @@ <h1>Instructor Notes</h1>
   "url": "https://librarycarpentry.org/lc-dmp101/instructor-notes.html",
   "identifier": "https://librarycarpentry.org/lc-dmp101/instructor-notes.html",
   "dateCreated": "2023-08-15",
-  "dateModified": "2024-10-24",
-  "datePublished": "2024-10-24"
+  "dateModified": "2024-10-29",
+  "datePublished": "2024-10-29"
 }
 
   </script><script>
diff --git a/instructor/404.html b/instructor/404.html
index 07c0062..45e85eb 100644
--- a/instructor/404.html
+++ b/instructor/404.html
@@ -365,8 +365,8 @@ <h1>Page not found</h1>
   "url": "https://librarycarpentry.org/lc-dmp101/instructor/404.html",
   "identifier": "https://librarycarpentry.org/lc-dmp101/instructor/404.html",
   "dateCreated": "2023-08-15",
-  "dateModified": "2024-10-24",
-  "datePublished": "2024-10-24"
+  "dateModified": "2024-10-29",
+  "datePublished": "2024-10-29"
 }
 
   </script><script>
diff --git a/instructor/CODE_OF_CONDUCT.html b/instructor/CODE_OF_CONDUCT.html
index dab33aa..1d1254f 100644
--- a/instructor/CODE_OF_CONDUCT.html
+++ b/instructor/CODE_OF_CONDUCT.html
@@ -392,7 +392,7 @@ <h1>Contributor Code of Conduct</h1>
   "identifier": "https://librarycarpentry.org/lc-dmp101/instructor/CODE_OF_CONDUCT.html",
   "dateCreated": "2023-08-15",
   "dateModified": "2023-08-15",
-  "datePublished": "2024-10-24"
+  "datePublished": "2024-10-29"
 }
 
   </script><script>
diff --git a/instructor/LICENSE.html b/instructor/LICENSE.html
index d61f145..e158a40 100644
--- a/instructor/LICENSE.html
+++ b/instructor/LICENSE.html
@@ -440,7 +440,7 @@ <h1>Licenses</h1>
   "identifier": "https://librarycarpentry.org/lc-dmp101/instructor/LICENSE.html",
   "dateCreated": "2023-08-15",
   "dateModified": "2023-08-15",
-  "datePublished": "2024-10-24"
+  "datePublished": "2024-10-29"
 }
 
   </script><script>
diff --git a/instructor/aio.html b/instructor/aio.html
index 5737d4a..4df0655 100644
--- a/instructor/aio.html
+++ b/instructor/aio.html
@@ -2768,8 +2768,8 @@ <h3 class="callout-title">Key Points</h3>
   "url": "https://librarycarpentry.org/lc-dmp101/instructor/aio.html",
   "identifier": "https://librarycarpentry.org/lc-dmp101/instructor/aio.html",
   "dateCreated": "2023-08-15",
-  "dateModified": "2024-10-24",
-  "datePublished": "2024-10-24"
+  "dateModified": "2024-10-29",
+  "datePublished": "2024-10-29"
 }
 
   </script><script>
diff --git a/instructor/data-management-plan-sevices.html b/instructor/data-management-plan-sevices.html
index 147d0eb..9dccc47 100644
--- a/instructor/data-management-plan-sevices.html
+++ b/instructor/data-management-plan-sevices.html
@@ -600,7 +600,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://librarycarpentry.org/lc-dmp101/instructor/data-management-plan-sevices.html",
   "dateCreated": "2023-08-15",
   "dateModified": "2024-04-01",
-  "datePublished": "2024-10-24"
+  "datePublished": "2024-10-29"
 }
 
   </script><script>
diff --git a/instructor/dmp-resources.html b/instructor/dmp-resources.html
index 3bc4210..920555e 100644
--- a/instructor/dmp-resources.html
+++ b/instructor/dmp-resources.html
@@ -856,7 +856,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://librarycarpentry.org/lc-dmp101/instructor/dmp-resources.html",
   "dateCreated": "2023-08-15",
   "dateModified": "2024-08-06",
-  "datePublished": "2024-10-24"
+  "datePublished": "2024-10-29"
 }
 
   </script><script>
diff --git a/instructor/dmp.html b/instructor/dmp.html
index 0888037..2cb9e04 100644
--- a/instructor/dmp.html
+++ b/instructor/dmp.html
@@ -863,7 +863,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://librarycarpentry.org/lc-dmp101/instructor/dmp.html",
   "dateCreated": "2023-08-15",
   "dateModified": "2024-04-01",
-  "datePublished": "2024-10-24"
+  "datePublished": "2024-10-29"
 }
 
   </script><script>
diff --git a/instructor/dmptool.html b/instructor/dmptool.html
index be9a9d8..60c50ac 100644
--- a/instructor/dmptool.html
+++ b/instructor/dmptool.html
@@ -852,7 +852,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://librarycarpentry.org/lc-dmp101/instructor/dmptool.html",
   "dateCreated": "2023-08-15",
   "dateModified": "2024-03-22",
-  "datePublished": "2024-10-24"
+  "datePublished": "2024-10-29"
 }
 
   </script><script>
diff --git a/instructor/images.html b/instructor/images.html
index 8a70afb..a457752 100644
--- a/instructor/images.html
+++ b/instructor/images.html
@@ -453,8 +453,8 @@ <h3 id="dmptool-figure-2">Figure 2</h3>
   "url": "https://librarycarpentry.org/lc-dmp101/instructor/images.html",
   "identifier": "https://librarycarpentry.org/lc-dmp101/instructor/images.html",
   "dateCreated": "2023-08-15",
-  "dateModified": "2024-10-24",
-  "datePublished": "2024-10-24"
+  "dateModified": "2024-10-29",
+  "datePublished": "2024-10-29"
 }
 
   </script><script>
diff --git a/instructor/index.html b/instructor/index.html
index 97186ca..7899276 100644
--- a/instructor/index.html
+++ b/instructor/index.html
@@ -454,8 +454,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "url": "https://librarycarpentry.org/lc-dmp101/instructor/index.html",
   "identifier": "https://librarycarpentry.org/lc-dmp101/instructor/index.html",
   "dateCreated": "2023-08-15",
-  "dateModified": "2024-10-24",
-  "datePublished": "2024-10-24"
+  "dateModified": "2024-10-29",
+  "datePublished": "2024-10-29"
 }
 
   </script><script>
diff --git a/instructor/instructor-notes.html b/instructor/instructor-notes.html
index c960be9..c72627b 100644
--- a/instructor/instructor-notes.html
+++ b/instructor/instructor-notes.html
@@ -433,8 +433,8 @@ <h3 id="dmptool-headingInstructor1">
   "url": "https://librarycarpentry.org/lc-dmp101/instructor/instructor-notes.html",
   "identifier": "https://librarycarpentry.org/lc-dmp101/instructor/instructor-notes.html",
   "dateCreated": "2023-08-15",
-  "dateModified": "2024-10-24",
-  "datePublished": "2024-10-24"
+  "dateModified": "2024-10-29",
+  "datePublished": "2024-10-29"
 }
 
   </script><script>
diff --git a/instructor/key-points.html b/instructor/key-points.html
index 9745095..bf625e9 100644
--- a/instructor/key-points.html
+++ b/instructor/key-points.html
@@ -444,8 +444,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "url": "https://librarycarpentry.org/lc-dmp101/instructor/key-points.html",
   "identifier": "https://librarycarpentry.org/lc-dmp101/instructor/key-points.html",
   "dateCreated": "2023-08-15",
-  "dateModified": "2024-10-24",
-  "datePublished": "2024-10-24"
+  "dateModified": "2024-10-29",
+  "datePublished": "2024-10-29"
 }
 
   </script><script>
diff --git a/instructor/profiles.html b/instructor/profiles.html
index 79b85ae..219a2e8 100644
--- a/instructor/profiles.html
+++ b/instructor/profiles.html
@@ -350,8 +350,8 @@ <h1>Learner Profiles</h1>
   "url": "https://librarycarpentry.org/lc-dmp101/instructor/profiles.html",
   "identifier": "https://librarycarpentry.org/lc-dmp101/instructor/profiles.html",
   "dateCreated": "2023-08-15",
-  "dateModified": "2024-10-24",
-  "datePublished": "2024-10-24"
+  "dateModified": "2024-10-29",
+  "datePublished": "2024-10-29"
 }
 
   </script><script>
diff --git a/instructor/reference.html b/instructor/reference.html
index 349aada..459addf 100644
--- a/instructor/reference.html
+++ b/instructor/reference.html
@@ -470,7 +470,7 @@ <h3 id="episode-5">Episode 5<a class="anchor" aria-label="anchor" href="#episode
   "identifier": "https://librarycarpentry.org/lc-dmp101/instructor/reference.html",
   "dateCreated": "2023-08-15",
   "dateModified": "2024-10-24",
-  "datePublished": "2024-10-24"
+  "datePublished": "2024-10-29"
 }
 
   </script><script>
diff --git a/instructor/supporting-researchers.html b/instructor/supporting-researchers.html
index 50e626c..0df9d03 100644
--- a/instructor/supporting-researchers.html
+++ b/instructor/supporting-researchers.html
@@ -845,7 +845,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://librarycarpentry.org/lc-dmp101/instructor/supporting-researchers.html",
   "dateCreated": "2023-08-15",
   "dateModified": "2024-01-16",
-  "datePublished": "2024-10-24"
+  "datePublished": "2024-10-29"
 }
 
   </script><script>
diff --git a/key-points.html b/key-points.html
index f57392e..c6652ab 100644
--- a/key-points.html
+++ b/key-points.html
@@ -442,8 +442,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "url": "https://librarycarpentry.org/lc-dmp101/key-points.html",
   "identifier": "https://librarycarpentry.org/lc-dmp101/key-points.html",
   "dateCreated": "2023-08-15",
-  "dateModified": "2024-10-24",
-  "datePublished": "2024-10-24"
+  "dateModified": "2024-10-29",
+  "datePublished": "2024-10-29"
 }
 
   </script><script>
diff --git a/pkgdown.yml b/pkgdown.yml
index da25e33..aee5432 100644
--- a/pkgdown.yml
+++ b/pkgdown.yml
@@ -2,4 +2,4 @@ pandoc: 3.1.11
 pkgdown: 2.1.1
 pkgdown_sha: ~
 articles: {}
-last_built: 2024-10-24T17:41Z
+last_built: 2024-10-29T00:27Z
diff --git a/profiles.html b/profiles.html
index 52fca83..194a851 100644
--- a/profiles.html
+++ b/profiles.html
@@ -350,8 +350,8 @@ <h1>Learner Profiles</h1>
   "url": "https://librarycarpentry.org/lc-dmp101/profiles.html",
   "identifier": "https://librarycarpentry.org/lc-dmp101/profiles.html",
   "dateCreated": "2023-08-15",
-  "dateModified": "2024-10-24",
-  "datePublished": "2024-10-24"
+  "dateModified": "2024-10-29",
+  "datePublished": "2024-10-29"
 }
 
   </script><script>
diff --git a/reference.html b/reference.html
index a524519..edb2b59 100644
--- a/reference.html
+++ b/reference.html
@@ -468,7 +468,7 @@ <h3 id="episode-5">Episode 5<a class="anchor" aria-label="anchor" href="#episode
   "identifier": "https://librarycarpentry.org/lc-dmp101/reference.html",
   "dateCreated": "2023-08-15",
   "dateModified": "2024-10-24",
-  "datePublished": "2024-10-24"
+  "datePublished": "2024-10-29"
 }
 
   </script><script>
diff --git a/supporting-researchers.html b/supporting-researchers.html
index 1200282..d6c5dc8 100644
--- a/supporting-researchers.html
+++ b/supporting-researchers.html
@@ -829,7 +829,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://librarycarpentry.org/lc-dmp101/supporting-researchers.html",
   "dateCreated": "2023-08-15",
   "dateModified": "2024-01-16",
-  "datePublished": "2024-10-24"
+  "datePublished": "2024-10-29"
 }
 
   </script><script>