diff --git a/src/intensivstationen/Intensivstationen.ipynb b/src/intensivstationen/Intensivstationen.ipynb
index e18cc56da7b..be983739c35 100644
--- a/src/intensivstationen/Intensivstationen.ipynb
+++ b/src/intensivstationen/Intensivstationen.ipynb
@@ -676,7 +676,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 43,
    "id": "f10704f3",
    "metadata": {},
    "outputs": [],
@@ -688,24 +688,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 50,
    "id": "396cb4f8",
    "metadata": {},
    "outputs": [],
    "source": [
-    "medianOfFreeBedsByKreisTableFactory = MedianOfFreeBedsByKreisTableFactory(timeSeries)\n",
-    "medianOfFreeBedsByKreisTable = medianOfFreeBedsByKreisTableFactory.createMedianOfFreeBedsByKreisTable('gemeindeschluessel')\n",
-    "medianOfFreeBedsByKreisTable = medianOfFreeBedsByKreisTable.reset_index()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "3a1e481f",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "medianOfFreeBedsByKreisTable = ColumnsAdder(kreise).addKreisAndEinwohnerzahlColumns(medianOfFreeBedsByKreisTable)\n",
+    "def createMedianOfFreeBedsByKreisTableForChoroplethMap(medianOfFreeBedsByKreisTableFactory):\n",
+    "    medianOfFreeBedsByKreisTable = medianOfFreeBedsByKreisTableFactory.createMedianOfFreeBedsByKreisTable('gemeindeschluessel').reset_index()\n",
+    "    return ColumnsAdder(kreise).addKreisAndEinwohnerzahlColumns(medianOfFreeBedsByKreisTable)\n",
+    "    \n",
+    "medianOfFreeBedsByKreisTable = createMedianOfFreeBedsByKreisTableForChoroplethMap(medianOfFreeBedsByKreisTableFactory)\n",
     "medianOfFreeBedsByKreisTable.to_excel('medianOfFreeBedsByKreisTable.xlsx')"
    ]
   },