diff --git a/docs/gallery.yml b/docs/gallery.yml
index 462b5c0..0c1c597 100644
--- a/docs/gallery.yml
+++ b/docs/gallery.yml
@@ -1,3 +1,7 @@
+- name: Python for Data Science
+  website: https://aeturrell.github.io/python4DS
+  repository: https://github.com/aeturrell/python4DS
+  image: https://raw.githubusercontent.com/aeturrell/python4DS/main/logo.png
 - name: Python for Materials Engineers
   website: https://sgcorcoran.github.io/Python-for-MSE/intro.html
   repository: https://github.com/sgcorcoran/Python-for-MSE