diff --git a/source/_ecosystem/notebooks/api.markdown b/source/_ecosystem/notebooks/api.markdown
index eb6d00aa6af..bf20faaecb3 100644
--- a/source/_ecosystem/notebooks/api.markdown
+++ b/source/_ecosystem/notebooks/api.markdown
@@ -7,6 +7,6 @@ sidebar: true
 comments: false
 sharing: true
 footer: true
-ha_external_link: http://nbviewer.jupyter.org/github/home-assistant/home-assistant-notebooks/blob/master/home-assistant-python-api.ipynb
 ---
 
+The [Python API](/developers/python_api/) allows one to create [interactive notebooks](http://nbviewer.jupyter.org/github/home-assistant/home-assistant-notebooks/blob/master/home-assistant-python-api.ipynb).
diff --git a/source/_ecosystem/notebooks/database.markdown b/source/_ecosystem/notebooks/database.markdown
index 9c62f5c79f7..5b0cd3cd556 100644
--- a/source/_ecosystem/notebooks/database.markdown
+++ b/source/_ecosystem/notebooks/database.markdown
@@ -7,6 +7,6 @@ sidebar: true
 comments: false
 sharing: true
 footer: true
-ha_external_link: http://nbviewer.jupyter.org/github/home-assistant/home-assistant-notebooks/blob/master/database-examples.ipynb
 ---
 
+The [Database example](http://nbviewer.jupyter.org/github/home-assistant/home-assistant-notebooks/blob/master/database-examples.ipynb) shows you the details about how you can work with stored values.
diff --git a/source/_ecosystem/notebooks/graph.markdown b/source/_ecosystem/notebooks/graph.markdown
index ce0dc91cede..257d5adf4b9 100644
--- a/source/_ecosystem/notebooks/graph.markdown
+++ b/source/_ecosystem/notebooks/graph.markdown
@@ -7,6 +7,6 @@ sidebar: true
 comments: false
 sharing: true
 footer: true
-ha_external_link: http://nbviewer.jupyter.org/github/home-assistant/home-assistant-notebooks/blob/master/graph-single-sensor.ipynb
 ---
 
+For graphing this [Jupyter notebook](ha_external_link: http://nbviewer.jupyter.org/github/home-assistant/home-assistant-notebooks/blob/master/graph-single-sensor.ipynb) should get you started.
diff --git a/source/_ecosystem/notebooks/stats.markdown b/source/_ecosystem/notebooks/stats.markdown
index 35582c9abfa..542d7dbb18c 100644
--- a/source/_ecosystem/notebooks/stats.markdown
+++ b/source/_ecosystem/notebooks/stats.markdown
@@ -7,6 +7,6 @@ sidebar: true
 comments: false
 sharing: true
 footer: true
-ha_external_link: http://nbviewer.jupyter.org/github/home-assistant/home-assistant-notebooks/blob/master/database-statistics.ipynb
 ---
 
+The [Statistics notebook](http://nbviewer.jupyter.org/github/home-assistant/home-assistant-notebooks/blob/master/database-statistics.ipynb) gets you started if you want to create statistical analysis of your data.