diff --git a/gis/geo_schelling_experimental/Mesa-Geo.ipynb b/gis/geo_schelling_experimental/GIS_Schelling.ipynb
similarity index 91%
rename from gis/geo_schelling_experimental/Mesa-Geo.ipynb
rename to gis/geo_schelling_experimental/GIS_Schelling.ipynb
index 86e81d8d..0d4b02f9 100644
--- a/gis/geo_schelling_experimental/Mesa-Geo.ipynb
+++ b/gis/geo_schelling_experimental/GIS_Schelling.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": null,
    "id": "4f31395d-09c3-4479-8147-0dff9499cd71",
    "metadata": {},
    "outputs": [],
@@ -19,7 +19,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": null,
    "id": "27cac12c-515e-4ef4-83cc-d06918921c70",
    "metadata": {},
    "outputs": [],
@@ -70,7 +70,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": null,
    "id": "9c9a9738-7e8f-458c-b0aa-cfc69c04ee87",
    "metadata": {},
    "outputs": [],
@@ -130,7 +130,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": null,
    "id": "0bf74b4c-36ab-416c-a4db-ab5104189d92",
    "metadata": {},
    "outputs": [],
@@ -173,28 +173,10 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": null,
    "id": "c8a2533e-95ba-4a2b-b21a-56e05fe3b7b2",
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "application/vnd.jupyter.widget-view+json": {
-       "model_id": "75faa5310ac549a29e003cebcf4fa39b",
-       "version_major": 2,
-       "version_minor": 0
-      },
-      "text/html": [
-       "Cannot show widget. You probably want to rerun the code cell above (<i>Click in the code cell, and press Shift+Enter <kbd>⇧</kbd>+<kbd>↩</kbd></i>)."
-      ],
-      "text/plain": [
-       "Cannot show ipywidgets in text"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
+   "outputs": [],
    "source": [
     "page = mge.JupyterViz(\n",
     "    GeoSchelling,\n",
diff --git a/gis/geo_schelling_experimental/app.py b/gis/geo_schelling_experimental/app.py
index 054eee69..9a4a81aa 100644
--- a/gis/geo_schelling_experimental/app.py
+++ b/gis/geo_schelling_experimental/app.py
@@ -1,7 +1,5 @@
 import mesa
-import mesa_geo as mg
 import mesa_geo.geoexperimental as mge
-import xyzservices.providers as xyz
 from model import GeoSchelling
 
 
@@ -69,4 +67,4 @@ def schelling_draw(agent):
     center_point= [52,12]
 )
 
-page
+page # noqa: B018