diff --git a/src/intensivstationen/IntensiveCareBedsProvider.py b/src/intensivstationen/IntensiveCareBedsProvider.py
new file mode 100644
index 00000000000..bab73b50080
--- /dev/null
+++ b/src/intensivstationen/IntensiveCareBedsProvider.py
@@ -0,0 +1,12 @@
+import pandas as pd
+
+
+def getIntensiveCareBeds(timeSeries, kreis = None):
+    if kreis is not None:
+        return timeSeries[timeSeries['Kreis'] == kreis][['date', 'betten_belegt', 'betten_frei', 'Einwohnerzahl']]
+    else:
+        return timeSeries.groupby('date').agg(**{
+                        'betten_belegt': pd.NamedAgg(column = 'betten_belegt', aggfunc = 'sum'),
+                        'betten_frei':   pd.NamedAgg(column = 'betten_frei',   aggfunc = 'sum'),
+                        'Einwohnerzahl': pd.NamedAgg(column = 'Einwohnerzahl', aggfunc = 'sum')
+                    }).reset_index()
\ No newline at end of file
diff --git a/src/intensivstationen/Intensivstationen.ipynb b/src/intensivstationen/Intensivstationen.ipynb
index c11facfe555..bf46b7856dd 100644
--- a/src/intensivstationen/Intensivstationen.ipynb
+++ b/src/intensivstationen/Intensivstationen.ipynb
@@ -33,6 +33,7 @@
     "from IntensivstationenHtmlFileUpdater import saveLastUpdatedIntensivstationen, saveKreisOptions\n",
     "from KreiseReader import readKreise\n",
     "from KreisOptionsProvider import getKreisOptionsAndAlleLandkreise\n",
+    "from IntensiveCareBedsProvider import getIntensiveCareBeds\n",
     "\n",
     "\n",
     "pd.set_option('display.max_rows', 100)\n",
@@ -81,18 +82,9 @@
    "metadata": {},
    "outputs": [],
    "source": [
+    "kreise = readKreise(download = False)\n",
     "timeSeries = readTimeseries(download = needsUpdate)\n",
-    "timeSeries"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "62a20115",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "timeSeries = ColumnsAdder(kreise = readKreise(download = False)).addKreisAndBundeslandAndEinwohnerzahlColumns(timeSeries)\n",
+    "timeSeries = ColumnsAdder(kreise).addKreisAndBundeslandAndEinwohnerzahlColumns(timeSeries)\n",
     "timeSeries"
    ]
   },
@@ -103,47 +95,11 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "kreisValues = sorted(timeSeries['Kreis'].drop_duplicates().values)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "9c38ca16",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "kreisOptions = getKreisOptionsAndAlleLandkreise(kreisValues)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "5dd8d864",
-   "metadata": {},
-   "outputs": [],
-   "source": [
+    "kreisValues = sorted(timeSeries['Kreis'].drop_duplicates().values)\n",
+    "kreisOptions = getKreisOptionsAndAlleLandkreise(kreisValues)\n",
     "saveKreisOptions(kreisOptions, toHtmlFile = \"../../docs/intensivstationen.html\")"
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "997a4bdb",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def getIntensiveCareBeds(timeSeries, kreis = None):\n",
-    "    if kreis is not None:\n",
-    "        return timeSeries[timeSeries['Kreis'] == kreis][['date', 'betten_belegt', 'betten_frei', 'Einwohnerzahl']]\n",
-    "    else:\n",
-    "        return timeSeries.groupby('date').agg(**{\n",
-    "                        'betten_belegt': pd.NamedAgg(column = 'betten_belegt', aggfunc = 'sum'),\n",
-    "                        'betten_frei':   pd.NamedAgg(column = 'betten_frei',   aggfunc = 'sum'),\n",
-    "                        'Einwohnerzahl': pd.NamedAgg(column = 'Einwohnerzahl', aggfunc = 'sum')\n",
-    "                    }).reset_index()"
-   ]
-  },
   {
    "cell_type": "code",
    "execution_count": null,