diff --git a/.nojekyll b/.nojekyll
index 6c1d196..d05424c 100644
--- a/.nojekyll
+++ b/.nojekyll
@@ -1 +1 @@
-9444e5b3
\ No newline at end of file
+74f613bc
\ No newline at end of file
diff --git a/sitemap.xml b/sitemap.xml
index ca7c367..8cb93b8 100644
--- a/sitemap.xml
+++ b/sitemap.xml
@@ -2,114 +2,114 @@
 <urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
   <url>
     <loc>https://PovertyAction.github.io/ipa-data-tech-handbook/methods/references.html</loc>
-    <lastmod>2024-11-19T12:34:23.857Z</lastmod>
+    <lastmod>2024-11-19T12:36:36.727Z</lastmod>
   </url>
   <url>
     <loc>https://PovertyAction.github.io/ipa-data-tech-handbook/contributing.html</loc>
-    <lastmod>2024-11-19T12:34:23.857Z</lastmod>
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   </url>
   <url>
     <loc>https://PovertyAction.github.io/ipa-data-tech-handbook/guides/venv.html</loc>
-    <lastmod>2024-11-19T12:34:23.857Z</lastmod>
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   <url>
     <loc>https://PovertyAction.github.io/ipa-data-tech-handbook/guides/code_review.html</loc>
-    <lastmod>2024-11-19T12:34:23.857Z</lastmod>
+    <lastmod>2024-11-19T12:36:36.723Z</lastmod>
   </url>
   <url>
     <loc>https://PovertyAction.github.io/ipa-data-tech-handbook/about/mmds.html</loc>
-    <lastmod>2024-11-19T12:34:23.345Z</lastmod>
+    <lastmod>2024-11-19T12:36:36.211Z</lastmod>
   </url>
   <url>
     <loc>https://PovertyAction.github.io/ipa-data-tech-handbook/about/foundations.html</loc>
-    <lastmod>2024-11-19T12:34:23.345Z</lastmod>
+    <lastmod>2024-11-19T12:36:36.211Z</lastmod>
   </url>
   <url>
     <loc>https://PovertyAction.github.io/ipa-data-tech-handbook/software/quarto.html</loc>
-    <lastmod>2024-11-19T12:34:23.861Z</lastmod>
+    <lastmod>2024-11-19T12:36:36.727Z</lastmod>
   </url>
   <url>
     <loc>https://PovertyAction.github.io/ipa-data-tech-handbook/software/surveycto/scto_tools.html</loc>
-    <lastmod>2024-11-19T12:34:23.861Z</lastmod>
+    <lastmod>2024-11-19T12:36:36.727Z</lastmod>
   </url>
   <url>
     <loc>https://PovertyAction.github.io/ipa-data-tech-handbook/software/sql.html</loc>
-    <lastmod>2024-11-19T12:34:23.861Z</lastmod>
+    <lastmod>2024-11-19T12:36:36.727Z</lastmod>
   </url>
   <url>
     <loc>https://PovertyAction.github.io/ipa-data-tech-handbook/software/coding_best_practices.html</loc>
-    <lastmod>2024-11-19T12:34:23.861Z</lastmod>
+    <lastmod>2024-11-19T12:36:36.727Z</lastmod>
   </url>
   <url>
     <loc>https://PovertyAction.github.io/ipa-data-tech-handbook/software/vscode.html</loc>
-    <lastmod>2024-11-19T12:34:23.861Z</lastmod>
+    <lastmod>2024-11-19T12:36:36.727Z</lastmod>
   </url>
   <url>
     <loc>https://PovertyAction.github.io/ipa-data-tech-handbook/software/git.html</loc>
-    <lastmod>2024-11-19T12:34:23.861Z</lastmod>
+    <lastmod>2024-11-19T12:36:36.727Z</lastmod>
   </url>
   <url>
     <loc>https://PovertyAction.github.io/ipa-data-tech-handbook/teams/grds.html</loc>
-    <lastmod>2024-11-19T12:34:23.861Z</lastmod>
+    <lastmod>2024-11-19T12:36:36.727Z</lastmod>
   </url>
   <url>
     <loc>https://PovertyAction.github.io/ipa-data-tech-handbook/teams/dse.html</loc>
-    <lastmod>2024-11-19T12:34:23.861Z</lastmod>
+    <lastmod>2024-11-19T12:36:36.727Z</lastmod>
   </url>
   <url>
     <loc>https://PovertyAction.github.io/ipa-data-tech-handbook/teams/mist.html</loc>
-    <lastmod>2024-11-19T12:34:23.861Z</lastmod>
+    <lastmod>2024-11-19T12:36:36.727Z</lastmod>
   </url>
   <url>
     <loc>https://PovertyAction.github.io/ipa-data-tech-handbook/teams/ppi.html</loc>
-    <lastmod>2024-11-19T12:34:23.861Z</lastmod>
+    <lastmod>2024-11-19T12:36:36.727Z</lastmod>
   </url>
   <url>
     <loc>https://PovertyAction.github.io/ipa-data-tech-handbook/software/github.html</loc>
-    <lastmod>2024-11-19T12:34:23.861Z</lastmod>
+    <lastmod>2024-11-19T12:36:36.727Z</lastmod>
   </url>
   <url>
     <loc>https://PovertyAction.github.io/ipa-data-tech-handbook/software/stata.html</loc>
-    <lastmod>2024-11-19T12:34:23.861Z</lastmod>
+    <lastmod>2024-11-19T12:36:36.727Z</lastmod>
   </url>
   <url>
     <loc>https://PovertyAction.github.io/ipa-data-tech-handbook/software/justfile.html</loc>
-    <lastmod>2024-11-19T12:34:23.861Z</lastmod>
+    <lastmod>2024-11-19T12:36:36.727Z</lastmod>
   </url>
   <url>
     <loc>https://PovertyAction.github.io/ipa-data-tech-handbook/software/python.html</loc>
-    <lastmod>2024-11-19T12:34:23.861Z</lastmod>
+    <lastmod>2024-11-19T12:36:36.727Z</lastmod>
   </url>
   <url>
     <loc>https://PovertyAction.github.io/ipa-data-tech-handbook/software/ml.html</loc>
-    <lastmod>2024-11-19T12:34:23.861Z</lastmod>
+    <lastmod>2024-11-19T12:36:36.727Z</lastmod>
   </url>
   <url>
     <loc>https://PovertyAction.github.io/ipa-data-tech-handbook/software/surveycto/scto_best_practices.html</loc>
-    <lastmod>2024-11-19T12:34:23.861Z</lastmod>
+    <lastmod>2024-11-19T12:36:36.727Z</lastmod>
   </url>
   <url>
     <loc>https://PovertyAction.github.io/ipa-data-tech-handbook/software/surveycto.html</loc>
-    <lastmod>2024-11-19T12:34:23.861Z</lastmod>
+    <lastmod>2024-11-19T12:36:36.727Z</lastmod>
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   <url>
     <loc>https://PovertyAction.github.io/ipa-data-tech-handbook/about/ipa_staff.html</loc>
-    <lastmod>2024-11-19T12:34:23.345Z</lastmod>
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   </url>
   <url>
     <loc>https://PovertyAction.github.io/ipa-data-tech-handbook/about/ipa_researchers.html</loc>
-    <lastmod>2024-11-19T12:34:23.345Z</lastmod>
+    <lastmod>2024-11-19T12:36:36.211Z</lastmod>
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   <url>
     <loc>https://PovertyAction.github.io/ipa-data-tech-handbook/guides/pre_commit_hooks.html</loc>
-    <lastmod>2024-11-19T12:34:23.857Z</lastmod>
+    <lastmod>2024-11-19T12:36:36.723Z</lastmod>
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   <url>
     <loc>https://PovertyAction.github.io/ipa-data-tech-handbook/guides/computer_setup.html</loc>
-    <lastmod>2024-11-19T12:34:23.857Z</lastmod>
+    <lastmod>2024-11-19T12:36:36.723Z</lastmod>
   </url>
   <url>
     <loc>https://PovertyAction.github.io/ipa-data-tech-handbook/index.html</loc>
-    <lastmod>2024-11-19T12:34:23.857Z</lastmod>
+    <lastmod>2024-11-19T12:36:36.723Z</lastmod>
   </url>
 </urlset>