diff --git a/data_discovery/data_discovery.ipynb b/data_discovery/data_discovery.ipynb
index ac405d0..c129e12 100644
--- a/data_discovery/data_discovery.ipynb
+++ b/data_discovery/data_discovery.ipynb
@@ -304,6 +304,9 @@
    "metadata": {},
    "source": [
     "### Convert to Pandas dataframe"
+    "### Axel: It would be good to say something here why you are doing the conversion to Pandas dataframe and then Geopandas"
+    "###       So a reader has a sense of knowing what is going on"
+    
    ]
   },
   {