diff --git a/source/_docs/backend/database.markdown b/source/_docs/backend/database.markdown
index 81a5226b41b..c8266477d4e 100644
--- a/source/_docs/backend/database.markdown
+++ b/source/_docs/backend/database.markdown
@@ -124,4 +124,4 @@ The `VACUUM` command cleans your database.
 sqlite> VACUUM;
 ```
 
-For a more interactive way of working with the database, checkout our [Jupyter notebooks](http://nbviewer.jupyter.org/github/home-assistant/home-assistant-notebooks/tree/master/).
+For a more interactive way of working with the database, check the [Data Science Portal](https://data.home-assistant.io/).