diff --git a/sitemap.xml b/sitemap.xml
index 15a28a7..9772603 100644
--- a/sitemap.xml
+++ b/sitemap.xml
@@ -2,118 +2,118 @@
 <urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
     <url>
          <loc>https://wd60622.github.io/latent-calendar/</loc>
-         <lastmod>2024-10-27</lastmod>
+         <lastmod>2024-10-30</lastmod>
     </url>
     <url>
          <loc>https://wd60622.github.io/latent-calendar/draft/</loc>
-         <lastmod>2024-10-27</lastmod>
+         <lastmod>2024-10-30</lastmod>
     </url>
     <url>
          <loc>https://wd60622.github.io/latent-calendar/methodology/</loc>
-         <lastmod>2024-10-27</lastmod>
+         <lastmod>2024-10-30</lastmod>
     </url>
     <url>
          <loc>https://wd60622.github.io/latent-calendar/examples/cal-attribute/</loc>
-         <lastmod>2024-10-27</lastmod>
+         <lastmod>2024-10-30</lastmod>
     </url>
     <url>
          <loc>https://wd60622.github.io/latent-calendar/examples/create-segments/</loc>
-         <lastmod>2024-10-27</lastmod>
+         <lastmod>2024-10-30</lastmod>
     </url>
     <url>
          <loc>https://wd60622.github.io/latent-calendar/examples/generation-process/</loc>
-         <lastmod>2024-10-27</lastmod>
+         <lastmod>2024-10-30</lastmod>
     </url>
     <url>
          <loc>https://wd60622.github.io/latent-calendar/examples/datasets/bikes-in-chicago/</loc>
-         <lastmod>2024-10-27</lastmod>
+         <lastmod>2024-10-30</lastmod>
     </url>
     <url>
          <loc>https://wd60622.github.io/latent-calendar/examples/datasets/store-transactions/</loc>
-         <lastmod>2024-10-27</lastmod>
+         <lastmod>2024-10-30</lastmod>
     </url>
     <url>
          <loc>https://wd60622.github.io/latent-calendar/examples/datasets/ufo-sightings/</loc>
-         <lastmod>2024-10-27</lastmod>
+         <lastmod>2024-10-30</lastmod>
     </url>
     <url>
          <loc>https://wd60622.github.io/latent-calendar/examples/model/sklearn-compat/</loc>
-         <lastmod>2024-10-27</lastmod>
+         <lastmod>2024-10-30</lastmod>
     </url>
     <url>
          <loc>https://wd60622.github.io/latent-calendar/examples/plotting/add-calendar-events/</loc>
-         <lastmod>2024-10-27</lastmod>
+         <lastmod>2024-10-30</lastmod>
     </url>
     <url>
          <loc>https://wd60622.github.io/latent-calendar/examples/plotting/calendar-customization/</loc>
-         <lastmod>2024-10-27</lastmod>
+         <lastmod>2024-10-30</lastmod>
     </url>
     <url>
          <loc>https://wd60622.github.io/latent-calendar/examples/plotting/event-frequency/</loc>
-         <lastmod>2024-10-27</lastmod>
+         <lastmod>2024-10-30</lastmod>
     </url>
     <url>
          <loc>https://wd60622.github.io/latent-calendar/examples/plotting/pandas-methods/</loc>
-         <lastmod>2024-10-27</lastmod>
+         <lastmod>2024-10-30</lastmod>
     </url>
     <url>
          <loc>https://wd60622.github.io/latent-calendar/modules/const/</loc>
-         <lastmod>2024-10-27</lastmod>
+         <lastmod>2024-10-30</lastmod>
     </url>
     <url>
          <loc>https://wd60622.github.io/latent-calendar/modules/datasets/</loc>
-         <lastmod>2024-10-27</lastmod>
+         <lastmod>2024-10-30</lastmod>
     </url>
     <url>
          <loc>https://wd60622.github.io/latent-calendar/modules/extensions/</loc>
-         <lastmod>2024-10-27</lastmod>
+         <lastmod>2024-10-30</lastmod>
     </url>
     <url>
          <loc>https://wd60622.github.io/latent-calendar/modules/generate/</loc>
-         <lastmod>2024-10-27</lastmod>
+         <lastmod>2024-10-30</lastmod>
     </url>
     <url>
          <loc>https://wd60622.github.io/latent-calendar/modules/model/</loc>
-         <lastmod>2024-10-27</lastmod>
+         <lastmod>2024-10-30</lastmod>
     </url>
     <url>
          <loc>https://wd60622.github.io/latent-calendar/modules/plot/</loc>
-         <lastmod>2024-10-27</lastmod>
+         <lastmod>2024-10-30</lastmod>
     </url>
     <url>
          <loc>https://wd60622.github.io/latent-calendar/modules/segments/</loc>
-         <lastmod>2024-10-27</lastmod>
+         <lastmod>2024-10-30</lastmod>
     </url>
     <url>
          <loc>https://wd60622.github.io/latent-calendar/modules/transformers/</loc>
-         <lastmod>2024-10-27</lastmod>
+         <lastmod>2024-10-30</lastmod>
     </url>
     <url>
          <loc>https://wd60622.github.io/latent-calendar/modules/vocab/</loc>
-         <lastmod>2024-10-27</lastmod>
+         <lastmod>2024-10-30</lastmod>
     </url>
     <url>
          <loc>https://wd60622.github.io/latent-calendar/modules/plot/colors/</loc>
-         <lastmod>2024-10-27</lastmod>
+         <lastmod>2024-10-30</lastmod>
     </url>
     <url>
          <loc>https://wd60622.github.io/latent-calendar/modules/plot/config/</loc>
-         <lastmod>2024-10-27</lastmod>
+         <lastmod>2024-10-30</lastmod>
     </url>
     <url>
          <loc>https://wd60622.github.io/latent-calendar/modules/plot/core/</loc>
-         <lastmod>2024-10-27</lastmod>
+         <lastmod>2024-10-30</lastmod>
     </url>
     <url>
          <loc>https://wd60622.github.io/latent-calendar/modules/plot/elements/</loc>
-         <lastmod>2024-10-27</lastmod>
+         <lastmod>2024-10-30</lastmod>
     </url>
     <url>
          <loc>https://wd60622.github.io/latent-calendar/modules/plot/grid_settings/</loc>
-         <lastmod>2024-10-27</lastmod>
+         <lastmod>2024-10-30</lastmod>
     </url>
     <url>
          <loc>https://wd60622.github.io/latent-calendar/modules/plot/iterate/</loc>
-         <lastmod>2024-10-27</lastmod>
+         <lastmod>2024-10-30</lastmod>
     </url>
 </urlset>
\ No newline at end of file
diff --git a/sitemap.xml.gz b/sitemap.xml.gz
index e4f41cb..c4fe98b 100644
Binary files a/sitemap.xml.gz and b/sitemap.xml.gz differ