diff --git a/docs/example.rst b/docs/example.rst
index 607499f..277d2b5 100644
--- a/docs/example.rst
+++ b/docs/example.rst
@@ -162,6 +162,12 @@ project folder.
     with open('path/ppop_catalog.txt', 'wb') as file:
         file.write(data.content)
 
+        
+At the moment, the ``TestPlanetPopulation.txt`` file is not available directly on the P-Pop GitHub repository anymore.
+Instead, follow the instructions on |p-pop| to clone the repository and create the file locally on your computer.
+Then rename the file from ``TestPlanetPopulation.txt`` to ``ppop_catalog.txt`` and save it in the desired location.
+
+
 Loading the Catalog
 ~~~~~~~~~~~~~~~~~~~
 
@@ -186,8 +192,8 @@ remove all A-type stars and every M-type at a distance larger than 10 pc away fr
 .. code-block:: python
     :lineno-start: 26
 
-    bus.data.catalog_remove_distance(stype=0, mode='larger', dist=0.)
-    bus.data.catalog_remove_distance(stype=4, mode='larger', dist=10.)
+    bus.data.catalog_remove_distance(stype='A', mode='larger', dist=0.)
+    bus.data.catalog_remove_distance(stype='M', mode='larger', dist=10.)
 
 .. Hint::