diff --git a/src/intensivstationen/Intensivstationen.ipynb b/src/intensivstationen/Intensivstationen.ipynb
index f5705f3b171..abdb791a4b8 100644
--- a/src/intensivstationen/Intensivstationen.ipynb
+++ b/src/intensivstationen/Intensivstationen.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1,
    "id": "9de5907f-18f5-4cb1-903e-26028ff1fa03",
    "metadata": {},
    "outputs": [],
@@ -17,7 +17,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 2,
    "id": "dfa836ec",
    "metadata": {},
    "outputs": [],
@@ -27,7 +27,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 3,
    "id": "79de4057",
    "metadata": {},
    "outputs": [],
@@ -87,10 +87,20 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 4,
    "id": "336f56e6",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "lastUpdatedIntensivstationen: 2022-03-10 12:38:00\n",
+      "lastUpdatedOriginal: 2022-03-10 12:38:00\n",
+      "needsUpdate:  False\n"
+     ]
+    }
+   ],
    "source": [
     "dateProvider = DateProvider()\n",
     "print('lastUpdatedIntensivstationen:', dateProvider.getLastUpdatedIntensivstationen())\n",
@@ -101,7 +111,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 5,
    "id": "03784154",
    "metadata": {},
    "outputs": [],
@@ -121,7 +131,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 6,
    "id": "63be303c",
    "metadata": {},
    "outputs": [],
@@ -131,7 +141,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 7,
    "id": "d021de84",
    "metadata": {},
    "outputs": [],
@@ -162,10 +172,154 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 8,
    "id": "3f992231",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>date</th>\n",
+       "      <th>bundesland</th>\n",
+       "      <th>gemeindeschluessel</th>\n",
+       "      <th>betten_frei</th>\n",
+       "      <th>betten_belegt</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>2020-04-24</td>\n",
+       "      <td>01</td>\n",
+       "      <td>01001</td>\n",
+       "      <td>40</td>\n",
+       "      <td>38</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267</th>\n",
+       "      <td>2020-04-24</td>\n",
+       "      <td>09</td>\n",
+       "      <td>09471</td>\n",
+       "      <td>9</td>\n",
+       "      <td>9</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266</th>\n",
+       "      <td>2020-04-24</td>\n",
+       "      <td>09</td>\n",
+       "      <td>09464</td>\n",
+       "      <td>17</td>\n",
+       "      <td>23</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265</th>\n",
+       "      <td>2020-04-24</td>\n",
+       "      <td>09</td>\n",
+       "      <td>09463</td>\n",
+       "      <td>9</td>\n",
+       "      <td>25</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264</th>\n",
+       "      <td>2020-04-24</td>\n",
+       "      <td>09</td>\n",
+       "      <td>09462</td>\n",
+       "      <td>12</td>\n",
+       "      <td>51</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271211</th>\n",
+       "      <td>2022-03-10</td>\n",
+       "      <td>06</td>\n",
+       "      <td>06437</td>\n",
+       "      <td>1</td>\n",
+       "      <td>125</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271210</th>\n",
+       "      <td>2022-03-10</td>\n",
+       "      <td>06</td>\n",
+       "      <td>06436</td>\n",
+       "      <td>6</td>\n",
+       "      <td>20</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271209</th>\n",
+       "      <td>2022-03-10</td>\n",
+       "      <td>06</td>\n",
+       "      <td>06435</td>\n",
+       "      <td>9</td>\n",
+       "      <td>74</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271207</th>\n",
+       "      <td>2022-03-10</td>\n",
+       "      <td>06</td>\n",
+       "      <td>06433</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271480</th>\n",
+       "      <td>2022-03-10</td>\n",
+       "      <td>16</td>\n",
+       "      <td>16077</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>271481 rows × 5 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "             date bundesland gemeindeschluessel  betten_frei  betten_belegt\n",
+       "0      2020-04-24         01              01001           40             38\n",
+       "267    2020-04-24         09              09471            9              9\n",
+       "266    2020-04-24         09              09464           17             23\n",
+       "265    2020-04-24         09              09463            9             25\n",
+       "264    2020-04-24         09              09462           12             51\n",
+       "...           ...        ...                ...          ...            ...\n",
+       "271211 2022-03-10         06              06437            1            125\n",
+       "271210 2022-03-10         06              06436            6             20\n",
+       "271209 2022-03-10         06              06435            9             74\n",
+       "271207 2022-03-10         06              06433            2             21\n",
+       "271480 2022-03-10         16              16077            7             25\n",
+       "\n",
+       "[271481 rows x 5 columns]"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "timeSeries = readTimeseries(download = needsUpdate)\n",
     "timeSeries"
@@ -173,7 +327,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 9,
    "id": "2d34c6a4",
    "metadata": {},
    "outputs": [],
@@ -201,10 +355,165 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 10,
    "id": "74ea4d55",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Bundesland</th>\n",
+       "      <th>Kreis</th>\n",
+       "      <th>Einwohnerzahl</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Key</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>NaN</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>01</th>\n",
+       "      <td>Schleswig-Holstein</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>01001</th>\n",
+       "      <td>Kreisfreie Stadt</td>\n",
+       "      <td>Flensburg, Stadt</td>\n",
+       "      <td>89934.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>01002</th>\n",
+       "      <td>Kreisfreie Stadt</td>\n",
+       "      <td>Kiel, Landeshauptstadt</td>\n",
+       "      <td>246601.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>01003</th>\n",
+       "      <td>Kreisfreie Stadt</td>\n",
+       "      <td>Lübeck, Hansestadt</td>\n",
+       "      <td>215846.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2) Die Ergebnisse ab Berichtsjahr 2016 sind aufgrund methodischer Änderungen und technischer Weiterentwicklung\\n     nur bedingt mit den Vorjahreswerten vegleichbar. Erläuterungen dazu finden Sie unter www.destatis.de beim Bevölkerungsstand.</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>NaN</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>© Daten (im Auftrag der Herausgebergemeinschaft Statistische Ämter des Bundes und der Länder)</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Statistisches Bundesamt (Destatis), 2021</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Vervielfältigung und Verbreitung, auch auszugsweise, mit Quellenangabe gestattet.</th>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>488 rows × 3 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                                            Bundesland  \\\n",
+       "Key                                                                      \n",
+       "NaN                                                                NaN   \n",
+       "01                                                  Schleswig-Holstein   \n",
+       "01001                                                 Kreisfreie Stadt   \n",
+       "01002                                                 Kreisfreie Stadt   \n",
+       "01003                                                 Kreisfreie Stadt   \n",
+       "...                                                                ...   \n",
+       "2) Die Ergebnisse ab Berichtsjahr 2016 sind auf...                 NaN   \n",
+       "NaN                                                                NaN   \n",
+       "© Daten (im Auftrag der Herausgebergemeinschaft...                 NaN   \n",
+       "     Statistisches Bundesamt (Destatis), 2021                      NaN   \n",
+       "     Vervielfältigung und Verbreitung, auch aus...                 NaN   \n",
+       "\n",
+       "                                                                     Kreis  \\\n",
+       "Key                                                                          \n",
+       "NaN                                                                    NaN   \n",
+       "01                                                                     NaN   \n",
+       "01001                                                     Flensburg, Stadt   \n",
+       "01002                                               Kiel, Landeshauptstadt   \n",
+       "01003                                                   Lübeck, Hansestadt   \n",
+       "...                                                                    ...   \n",
+       "2) Die Ergebnisse ab Berichtsjahr 2016 sind auf...                     NaN   \n",
+       "NaN                                                                    NaN   \n",
+       "© Daten (im Auftrag der Herausgebergemeinschaft...                     NaN   \n",
+       "     Statistisches Bundesamt (Destatis), 2021                          NaN   \n",
+       "     Vervielfältigung und Verbreitung, auch aus...                     NaN   \n",
+       "\n",
+       "                                                    Einwohnerzahl  \n",
+       "Key                                                                \n",
+       "NaN                                                           NaN  \n",
+       "01                                                            NaN  \n",
+       "01001                                                     89934.0  \n",
+       "01002                                                    246601.0  \n",
+       "01003                                                    215846.0  \n",
+       "...                                                           ...  \n",
+       "2) Die Ergebnisse ab Berichtsjahr 2016 sind auf...            NaN  \n",
+       "NaN                                                           NaN  \n",
+       "© Daten (im Auftrag der Herausgebergemeinschaft...            NaN  \n",
+       "     Statistisches Bundesamt (Destatis), 2021                 NaN  \n",
+       "     Vervielfältigung und Verbreitung, auch aus...            NaN  \n",
+       "\n",
+       "[488 rows x 3 columns]"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "kreise = readKreise(download = False)\n",
     "kreise"
@@ -212,7 +521,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 11,
    "id": "af96fb11",
    "metadata": {},
    "outputs": [],
@@ -242,10 +551,203 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 12,
    "id": "62a20115",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>date</th>\n",
+       "      <th>bundesland</th>\n",
+       "      <th>gemeindeschluessel</th>\n",
+       "      <th>betten_frei</th>\n",
+       "      <th>betten_belegt</th>\n",
+       "      <th>Kreis</th>\n",
+       "      <th>Einwohnerzahl</th>\n",
+       "      <th>Bundesland</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>2020-04-24</td>\n",
+       "      <td>01</td>\n",
+       "      <td>01001</td>\n",
+       "      <td>40</td>\n",
+       "      <td>38</td>\n",
+       "      <td>Flensburg, Stadt</td>\n",
+       "      <td>89934.0</td>\n",
+       "      <td>Schleswig-Holstein</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>267</th>\n",
+       "      <td>2020-04-24</td>\n",
+       "      <td>09</td>\n",
+       "      <td>09471</td>\n",
+       "      <td>9</td>\n",
+       "      <td>9</td>\n",
+       "      <td>Bamberg</td>\n",
+       "      <td>147497.0</td>\n",
+       "      <td>Bayern</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>266</th>\n",
+       "      <td>2020-04-24</td>\n",
+       "      <td>09</td>\n",
+       "      <td>09464</td>\n",
+       "      <td>17</td>\n",
+       "      <td>23</td>\n",
+       "      <td>Hof</td>\n",
+       "      <td>45173.0</td>\n",
+       "      <td>Bayern</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>265</th>\n",
+       "      <td>2020-04-24</td>\n",
+       "      <td>09</td>\n",
+       "      <td>09463</td>\n",
+       "      <td>9</td>\n",
+       "      <td>25</td>\n",
+       "      <td>Coburg</td>\n",
+       "      <td>40842.0</td>\n",
+       "      <td>Bayern</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>264</th>\n",
+       "      <td>2020-04-24</td>\n",
+       "      <td>09</td>\n",
+       "      <td>09462</td>\n",
+       "      <td>12</td>\n",
+       "      <td>51</td>\n",
+       "      <td>Bayreuth</td>\n",
+       "      <td>74048.0</td>\n",
+       "      <td>Bayern</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271211</th>\n",
+       "      <td>2022-03-10</td>\n",
+       "      <td>06</td>\n",
+       "      <td>06437</td>\n",
+       "      <td>1</td>\n",
+       "      <td>125</td>\n",
+       "      <td>Odenwaldkreis</td>\n",
+       "      <td>96754.0</td>\n",
+       "      <td>Hessen</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271210</th>\n",
+       "      <td>2022-03-10</td>\n",
+       "      <td>06</td>\n",
+       "      <td>06436</td>\n",
+       "      <td>6</td>\n",
+       "      <td>20</td>\n",
+       "      <td>Main-Taunus-Kreis</td>\n",
+       "      <td>239264.0</td>\n",
+       "      <td>Hessen</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271209</th>\n",
+       "      <td>2022-03-10</td>\n",
+       "      <td>06</td>\n",
+       "      <td>06435</td>\n",
+       "      <td>9</td>\n",
+       "      <td>74</td>\n",
+       "      <td>Main-Kinzig-Kreis</td>\n",
+       "      <td>421689.0</td>\n",
+       "      <td>Hessen</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271207</th>\n",
+       "      <td>2022-03-10</td>\n",
+       "      <td>06</td>\n",
+       "      <td>06433</td>\n",
+       "      <td>2</td>\n",
+       "      <td>21</td>\n",
+       "      <td>Groß-Gerau</td>\n",
+       "      <td>275807.0</td>\n",
+       "      <td>Hessen</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>271480</th>\n",
+       "      <td>2022-03-10</td>\n",
+       "      <td>16</td>\n",
+       "      <td>16077</td>\n",
+       "      <td>7</td>\n",
+       "      <td>25</td>\n",
+       "      <td>Altenburger Land</td>\n",
+       "      <td>88356.0</td>\n",
+       "      <td>Thüringen</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>271481 rows × 8 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "             date bundesland gemeindeschluessel  betten_frei  betten_belegt  \\\n",
+       "0      2020-04-24         01              01001           40             38   \n",
+       "267    2020-04-24         09              09471            9              9   \n",
+       "266    2020-04-24         09              09464           17             23   \n",
+       "265    2020-04-24         09              09463            9             25   \n",
+       "264    2020-04-24         09              09462           12             51   \n",
+       "...           ...        ...                ...          ...            ...   \n",
+       "271211 2022-03-10         06              06437            1            125   \n",
+       "271210 2022-03-10         06              06436            6             20   \n",
+       "271209 2022-03-10         06              06435            9             74   \n",
+       "271207 2022-03-10         06              06433            2             21   \n",
+       "271480 2022-03-10         16              16077            7             25   \n",
+       "\n",
+       "                    Kreis  Einwohnerzahl          Bundesland  \n",
+       "0        Flensburg, Stadt        89934.0  Schleswig-Holstein  \n",
+       "267               Bamberg       147497.0              Bayern  \n",
+       "266                   Hof        45173.0              Bayern  \n",
+       "265                Coburg        40842.0              Bayern  \n",
+       "264              Bayreuth        74048.0              Bayern  \n",
+       "...                   ...            ...                 ...  \n",
+       "271211      Odenwaldkreis        96754.0              Hessen  \n",
+       "271210  Main-Taunus-Kreis       239264.0              Hessen  \n",
+       "271209  Main-Kinzig-Kreis       421689.0              Hessen  \n",
+       "271207         Groß-Gerau       275807.0              Hessen  \n",
+       "271480   Altenburger Land        88356.0           Thüringen  \n",
+       "\n",
+       "[271481 rows x 8 columns]"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "timeSeries = ColumnsAdder(kreise).addKreisAndBundeslandAndEinwohnerzahlColumns(timeSeries)\n",
     "timeSeries"
@@ -253,10 +755,136 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 13,
    "id": "356494d3",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array(['Flensburg, Stadt', 'Bamberg', 'Hof', 'Coburg', 'Bayreuth',\n",
+       "       'Schwandorf', 'Regensburg', 'Neumarkt i.d.OPf.', 'Cham',\n",
+       "       'Amberg-Sulzbach', 'Amberg', 'Dingolfing-Landau',\n",
+       "       'Straubing-Bogen', 'Rottal-Inn', 'Regen', 'Passau', 'Landshut',\n",
+       "       'Kelheim', 'Weiden i.d.OPf.', 'Forchheim', 'Kronach', 'Kitzingen',\n",
+       "       'Haßberge', 'Rhön-Grabfeld', 'Bad Kissingen', 'Aschaffenburg',\n",
+       "       'Würzburg', 'Schweinfurt', 'Weißenburg-Gunzenhausen', 'Roth',\n",
+       "       'Neustadt a.d.Aisch-Bad Windsheim', 'Nürnberger Land',\n",
+       "       'Erlangen-Höchstadt', 'Ansbach', 'Nürnberg', 'Fürth', 'Erlangen',\n",
+       "       'Wunsiedel i.Fichtelgebirge', 'Lichtenfels', 'Kulmbach',\n",
+       "       'Freyung-Grafenau', 'Miltenberg', 'Deggendorf', 'Bodenseekreis',\n",
+       "       'Biberach', 'Alb-Donau-Kreis', 'Ulm, Stadtkreis',\n",
+       "       'Zollernalbkreis', 'Tübingen', 'Reutlingen', 'Waldshut', 'Lörrach',\n",
+       "       'Ravensburg', 'Konstanz', 'Schwarzwald-Baar-Kreis', 'Rottweil',\n",
+       "       'Ortenaukreis', 'Emmendingen', 'Breisgau-Hochschwarzwald',\n",
+       "       'Freiburg im Breisgau, Stadtkreis', 'Freudenstadt', 'Enzkreis',\n",
+       "       'Calw', 'Tuttlingen', 'Sigmaringen', 'Ingolstadt',\n",
+       "       'München, Landeshauptstadt', 'Weilheim-Schongau', 'Traunstein',\n",
+       "       'Starnberg', 'Rosenheim', 'Pfaffenhofen a.d.Ilm',\n",
+       "       'Neuburg-Schrobenhausen', 'München', 'Mühldorf a.Inn', 'Miesbach',\n",
+       "       'Landsberg am Lech', 'Garmisch-Partenkirchen', 'Fürstenfeldbruck',\n",
+       "       'Freising', 'Erding', 'Eichstätt', 'Dachau',\n",
+       "       'Bad Tölz-Wolfratshausen', 'Berchtesgadener Land', 'Altötting',\n",
+       "       'Straubing', 'Augsburg', 'Saalekreis', 'Mansfeld-Südharz',\n",
+       "       'Jerichower Land', 'Harz', 'Burgenlandkreis', 'Börde',\n",
+       "       'Anhalt-Bitterfeld', 'Altmarkkreis Salzwedel',\n",
+       "       'Magdeburg, Landeshauptstadt', 'Salzlandkreis',\n",
+       "       'Halle (Saale), Stadt', 'Nordsachsen', 'Leipzig', 'Leipzig, Stadt',\n",
+       "       'Sächsische Schweiz-Osterzgebirge', 'Meißen', 'Görlitz', 'Bautzen',\n",
+       "       'Dresden, Stadt', 'Zwickau', 'Dessau-Roßlau, Stadt', 'Stendal',\n",
+       "       'Wittenberg', 'Erfurt, Stadt', 'Altenburger Land', 'Greiz',\n",
+       "       'Saale-Orla-Kreis', 'Saale-Holzland-Kreis', 'Saalfeld-Rudolstadt',\n",
+       "       'Sonneberg', 'Weimarer Land', 'Ilm-Kreis', 'Hildburghausen',\n",
+       "       'Sömmerda', 'Gotha', 'Schmalkalden-Meiningen', 'Kyffhäuserkreis',\n",
+       "       'Unstrut-Hainich-Kreis', 'Wartburgkreis', 'Nordhausen',\n",
+       "       'Eichsfeld', 'Weimar, Stadt', 'Suhl, Stadt', 'Jena, Stadt',\n",
+       "       'Gera, Stadt', 'Vogtlandkreis', 'Mittelsachsen', 'Erzgebirgskreis',\n",
+       "       'Chemnitz, Stadt', 'Brandenburg an der Havel, Stadt',\n",
+       "       'Berlin, Stadt', 'St. Wendel', 'Saarpfalz-Kreis', 'Saarlouis',\n",
+       "       'Neunkirchen', 'Merzig-Wadern', 'Regionalverband Saarbrücken',\n",
+       "       'Oberallgäu', 'Donau-Ries', 'Unterallgäu', 'Ostallgäu',\n",
+       "       'Lindau (Bodensee)', 'Neu-Ulm', 'Günzburg', 'Dillingen a.d.Donau',\n",
+       "       'Aichach-Friedberg', 'Memmingen', 'Kempten (Allgäu)', 'Kaufbeuren',\n",
+       "       'Cottbus, Stadt', 'Pforzheim, Stadtkreis',\n",
+       "       'Frankfurt (Oder), Stadt', 'Barnim', 'Ludwigslust-Parchim',\n",
+       "       'Vorpommern-Greifswald', 'Nordwestmecklenburg', 'Vorpommern-Rügen',\n",
+       "       'Landkreis Rostock', 'Mecklenburgische Seenplatte', 'Schwerin',\n",
+       "       'Rostock', 'Uckermark', 'Teltow-Fläming', 'Spree-Neiße',\n",
+       "       'Prignitz', 'Potsdam-Mittelmark', 'Ostprignitz-Ruppin',\n",
+       "       'Oder-Spree', 'Oberspreewald-Lausitz', 'Oberhavel',\n",
+       "       'Märkisch-Oderland', 'Havelland', 'Elbe-Elster', 'Dahme-Spreewald',\n",
+       "       'Potsdam, Stadt', 'Rhein-Neckar-Kreis', 'Main-Spessart',\n",
+       "       'Mannheim, Stadtkreis', 'Remscheid, Stadt', 'Oberhausen, Stadt',\n",
+       "       'Mülheim an der Ruhr, Stadt', 'Mönchengladbach, Stadt',\n",
+       "       'Krefeld, Stadt', 'Essen, Stadt', 'Duisburg, Stadt',\n",
+       "       'Düsseldorf, Stadt', 'Bremerhaven, Stadt',\n",
+       "       'Solingen, Klingenstadt', 'Bremen, Stadt', 'Wesermarsch', 'Vechta',\n",
+       "       'Osnabrück', 'Oldenburg', 'Leer', 'Grafschaft Bentheim',\n",
+       "       'Friesland', 'Emsland', 'Cloppenburg', 'Wittmund',\n",
+       "       'Wuppertal, Stadt', 'Kleve', 'Mettmann', 'Steinfurt',\n",
+       "       'Recklinghausen', 'Coesfeld', 'Borken', 'Münster, Stadt',\n",
+       "       'Gelsenkirchen, Stadt', 'Bottrop, Stadt', 'Rhein-Sieg-Kreis',\n",
+       "       'Rheinisch-Bergischer Kreis', 'Oberbergischer Kreis', 'Heinsberg',\n",
+       "       'Euskirchen', 'Rhein-Erft-Kreis', 'Düren', 'Städteregion Aachen',\n",
+       "       'Leverkusen, Stadt', 'Köln, Stadt', 'Bonn, Stadt', 'Wesel',\n",
+       "       'Viersen', 'Rhein-Kreis Neuss', 'Aurich', 'Ammerland',\n",
+       "       'Wilhelmshaven, Stadt', 'Osnabrück, Stadt', 'Helmstedt', 'Goslar',\n",
+       "       'Gifhorn', 'Wolfsburg, Stadt', 'Salzgitter, Stadt',\n",
+       "       'Braunschweig, Stadt', 'Hamburg, Freie und Hansestadt', 'Stormarn',\n",
+       "       'Steinburg', 'Segeberg', 'Schleswig-Flensburg',\n",
+       "       'Rendsburg-Eckernförde', 'Plön', 'Pinneberg', 'Ostholstein',\n",
+       "       'Nordfriesland', 'Herzogtum Lauenburg', 'Dithmarschen',\n",
+       "       'Neumünster, Stadt', 'Lübeck, Hansestadt', 'Neckar-Odenwald-Kreis',\n",
+       "       'Northeim', 'Warendorf', 'Peine', 'Göttingen',\n",
+       "       'Oldenburg (Oldenburg), Stadt', 'Emden, Stadt',\n",
+       "       'Delmenhorst, Stadt', 'Verden', 'Uelzen', 'Stade', 'Heidekreis',\n",
+       "       'Rotenburg (Wümme)', 'Osterholz', 'Lüneburg', 'Lüchow-Dannenberg',\n",
+       "       'Harburg', 'Cuxhaven', 'Celle', 'Schaumburg', 'Nienburg (Weser)',\n",
+       "       'Holzminden', 'Hildesheim', 'Hameln-Pyrmont', 'Diepholz',\n",
+       "       'Region Hannover', 'Wolfenbüttel', 'Bielefeld, Stadt',\n",
+       "       'Kiel, Landeshauptstadt', 'Heidelberg, Stadtkreis', 'Alzey-Worms',\n",
+       "       'Zweibrücken, kreisfreie Stadt', 'Worms, kreisfreie Stadt',\n",
+       "       'Speyer, kreisfreie Stadt', 'Pirmasens, kreisfreie Stadt',\n",
+       "       'Neustadt an der Weinstraße, kreisfreie Stadt',\n",
+       "       'Mainz, kreisfreie Stadt',\n",
+       "       'Ludwigshafen am Rhein, kreisfreie Stadt',\n",
+       "       'Landau in der Pfalz, kreisfreie Stadt', 'Donnersbergkreis',\n",
+       "       'Kaiserslautern, kreisfreie Stadt', 'Trier-Saarburg',\n",
+       "       'Vulkaneifel', 'Eifelkreis Bitburg-Prüm', 'Bernkastel-Wittlich',\n",
+       "       'Trier, kreisfreie Stadt', 'Westerwaldkreis', 'Rhein-Lahn-Kreis',\n",
+       "       'Rhein-Hunsrück-Kreis', 'Neuwied',\n",
+       "       'Frankenthal (Pfalz), kreisfreie Stadt', 'Germersheim',\n",
+       "       'Kaiserslautern', 'Kusel', 'Gütersloh', 'Rastatt', 'Karlsruhe',\n",
+       "       'Karlsruhe, Stadtkreis', 'Baden-Baden, Stadtkreis', 'Ostalbkreis',\n",
+       "       'Heidenheim', 'Main-Tauber-Kreis', 'Schwäbisch Hall',\n",
+       "       'Hohenlohekreis', 'Heilbronn', 'Heilbronn, Stadtkreis',\n",
+       "       'Rems-Murr-Kreis', 'Ludwigsburg', 'Göppingen', 'Esslingen',\n",
+       "       'Böblingen', 'Stuttgart, Stadtkreis', 'Südwestpfalz',\n",
+       "       'Mainz-Bingen', 'Südliche Weinstraße', 'Mayen-Koblenz',\n",
+       "       'Cochem-Zell', 'Bad Dürkheim', 'Bad Kreuznach', 'Bergstraße',\n",
+       "       'Wiesbaden, Landeshauptstadt', 'Offenbach am Main, Stadt',\n",
+       "       'Frankfurt am Main, Stadt', 'Darmstadt, Wissenschaftsstadt',\n",
+       "       'Unna', 'Soest', 'Siegen-Wittgenstein', 'Märkischer Kreis',\n",
+       "       'Hochsauerlandkreis', 'Ennepe-Ruhr-Kreis', 'Herne, Stadt',\n",
+       "       'Hamm, Stadt', 'Hagen, Stadt der FernUniversität',\n",
+       "       'Dortmund, Stadt', 'Bochum, Stadt', 'Paderborn', 'Minden-Lübbecke',\n",
+       "       'Lippe', 'Höxter', 'Birkenfeld', 'Darmstadt-Dieburg', 'Groß-Gerau',\n",
+       "       'Olpe', 'Herford', 'Hochtaunuskreis', 'Ahrweiler',\n",
+       "       'Koblenz, kreisfreie Stadt', 'Werra-Meißner-Kreis',\n",
+       "       'Waldeck-Frankenberg', 'Schwalm-Eder-Kreis', 'Kassel',\n",
+       "       'Hersfeld-Rotenburg', 'Fulda', 'Kassel, documenta-Stadt',\n",
+       "       'Vogelsbergkreis', 'Altenkirchen (Westerwald)', 'Limburg-Weilburg',\n",
+       "       'Marburg-Biedenkopf', 'Main-Taunus-Kreis', 'Odenwaldkreis',\n",
+       "       'Offenbach', 'Main-Kinzig-Kreis', 'Wetteraukreis', 'Gießen',\n",
+       "       'Lahn-Dill-Kreis', 'Rheingau-Taunus-Kreis', 'Ebersberg',\n",
+       "       'Schwabach', 'Tirschenreuth'], dtype=object)"
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "kreisValues = timeSeries['Kreis'].drop_duplicates().values\n",
     "kreisValues"
@@ -264,7 +892,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 14,
    "id": "05aa0117",
    "metadata": {},
    "outputs": [],
@@ -279,10 +907,401 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 15,
    "id": "33a4b725",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "<option value=\"Ahrweiler\">Ahrweiler</option>\n",
+      "<option value=\"Aichach-Friedberg\">Aichach-Friedberg</option>\n",
+      "<option value=\"Alb-Donau-Kreis\">Alb-Donau-Kreis</option>\n",
+      "<option value=\"Altenburger Land\">Altenburger Land</option>\n",
+      "<option value=\"Altenkirchen (Westerwald)\">Altenkirchen (Westerwald)</option>\n",
+      "<option value=\"Altmarkkreis Salzwedel\">Altmarkkreis Salzwedel</option>\n",
+      "<option value=\"Altötting\">Altötting</option>\n",
+      "<option value=\"Alzey-Worms\">Alzey-Worms</option>\n",
+      "<option value=\"Amberg\">Amberg</option>\n",
+      "<option value=\"Amberg-Sulzbach\">Amberg-Sulzbach</option>\n",
+      "<option value=\"Ammerland\">Ammerland</option>\n",
+      "<option value=\"Anhalt-Bitterfeld\">Anhalt-Bitterfeld</option>\n",
+      "<option value=\"Ansbach\">Ansbach</option>\n",
+      "<option value=\"Aschaffenburg\">Aschaffenburg</option>\n",
+      "<option value=\"Augsburg\">Augsburg</option>\n",
+      "<option value=\"Aurich\">Aurich</option>\n",
+      "<option value=\"Bad Dürkheim\">Bad Dürkheim</option>\n",
+      "<option value=\"Bad Kissingen\">Bad Kissingen</option>\n",
+      "<option value=\"Bad Kreuznach\">Bad Kreuznach</option>\n",
+      "<option value=\"Bad Tölz-Wolfratshausen\">Bad Tölz-Wolfratshausen</option>\n",
+      "<option value=\"Baden-Baden, Stadtkreis\">Baden-Baden, Stadtkreis</option>\n",
+      "<option value=\"Bamberg\">Bamberg</option>\n",
+      "<option value=\"Barnim\">Barnim</option>\n",
+      "<option value=\"Bautzen\">Bautzen</option>\n",
+      "<option value=\"Bayreuth\">Bayreuth</option>\n",
+      "<option value=\"Berchtesgadener Land\">Berchtesgadener Land</option>\n",
+      "<option value=\"Bergstraße\">Bergstraße</option>\n",
+      "<option value=\"Berlin, Stadt\">Berlin, Stadt</option>\n",
+      "<option value=\"Bernkastel-Wittlich\">Bernkastel-Wittlich</option>\n",
+      "<option value=\"Biberach\">Biberach</option>\n",
+      "<option value=\"Bielefeld, Stadt\">Bielefeld, Stadt</option>\n",
+      "<option value=\"Birkenfeld\">Birkenfeld</option>\n",
+      "<option value=\"Bochum, Stadt\">Bochum, Stadt</option>\n",
+      "<option value=\"Bodenseekreis\">Bodenseekreis</option>\n",
+      "<option value=\"Bonn, Stadt\">Bonn, Stadt</option>\n",
+      "<option value=\"Borken\">Borken</option>\n",
+      "<option value=\"Bottrop, Stadt\">Bottrop, Stadt</option>\n",
+      "<option value=\"Brandenburg an der Havel, Stadt\">Brandenburg an der Havel, Stadt</option>\n",
+      "<option value=\"Braunschweig, Stadt\">Braunschweig, Stadt</option>\n",
+      "<option value=\"Breisgau-Hochschwarzwald\">Breisgau-Hochschwarzwald</option>\n",
+      "<option value=\"Bremen, Stadt\">Bremen, Stadt</option>\n",
+      "<option value=\"Bremerhaven, Stadt\">Bremerhaven, Stadt</option>\n",
+      "<option value=\"Burgenlandkreis\">Burgenlandkreis</option>\n",
+      "<option value=\"Böblingen\">Böblingen</option>\n",
+      "<option value=\"Börde\">Börde</option>\n",
+      "<option value=\"Calw\">Calw</option>\n",
+      "<option value=\"Celle\">Celle</option>\n",
+      "<option value=\"Cham\">Cham</option>\n",
+      "<option value=\"Chemnitz, Stadt\">Chemnitz, Stadt</option>\n",
+      "<option value=\"Cloppenburg\">Cloppenburg</option>\n",
+      "<option value=\"Coburg\">Coburg</option>\n",
+      "<option value=\"Cochem-Zell\">Cochem-Zell</option>\n",
+      "<option value=\"Coesfeld\">Coesfeld</option>\n",
+      "<option value=\"Cottbus, Stadt\">Cottbus, Stadt</option>\n",
+      "<option value=\"Cuxhaven\">Cuxhaven</option>\n",
+      "<option value=\"Dachau\">Dachau</option>\n",
+      "<option value=\"Dahme-Spreewald\">Dahme-Spreewald</option>\n",
+      "<option value=\"Darmstadt, Wissenschaftsstadt\">Darmstadt, Wissenschaftsstadt</option>\n",
+      "<option value=\"Darmstadt-Dieburg\">Darmstadt-Dieburg</option>\n",
+      "<option value=\"Deggendorf\">Deggendorf</option>\n",
+      "<option value=\"Delmenhorst, Stadt\">Delmenhorst, Stadt</option>\n",
+      "<option value=\"Dessau-Roßlau, Stadt\">Dessau-Roßlau, Stadt</option>\n",
+      "<option value=\"Diepholz\">Diepholz</option>\n",
+      "<option value=\"Dillingen a.d.Donau\">Dillingen a.d.Donau</option>\n",
+      "<option value=\"Dingolfing-Landau\">Dingolfing-Landau</option>\n",
+      "<option value=\"Dithmarschen\">Dithmarschen</option>\n",
+      "<option value=\"Donau-Ries\">Donau-Ries</option>\n",
+      "<option value=\"Donnersbergkreis\">Donnersbergkreis</option>\n",
+      "<option value=\"Dortmund, Stadt\">Dortmund, Stadt</option>\n",
+      "<option value=\"Dresden, Stadt\">Dresden, Stadt</option>\n",
+      "<option value=\"Duisburg, Stadt\">Duisburg, Stadt</option>\n",
+      "<option value=\"Düren\">Düren</option>\n",
+      "<option value=\"Düsseldorf, Stadt\">Düsseldorf, Stadt</option>\n",
+      "<option value=\"Ebersberg\">Ebersberg</option>\n",
+      "<option value=\"Eichsfeld\">Eichsfeld</option>\n",
+      "<option value=\"Eichstätt\">Eichstätt</option>\n",
+      "<option value=\"Eifelkreis Bitburg-Prüm\">Eifelkreis Bitburg-Prüm</option>\n",
+      "<option value=\"Elbe-Elster\">Elbe-Elster</option>\n",
+      "<option value=\"Emden, Stadt\">Emden, Stadt</option>\n",
+      "<option value=\"Emmendingen\">Emmendingen</option>\n",
+      "<option value=\"Emsland\">Emsland</option>\n",
+      "<option value=\"Ennepe-Ruhr-Kreis\">Ennepe-Ruhr-Kreis</option>\n",
+      "<option value=\"Enzkreis\">Enzkreis</option>\n",
+      "<option value=\"Erding\">Erding</option>\n",
+      "<option value=\"Erfurt, Stadt\">Erfurt, Stadt</option>\n",
+      "<option value=\"Erlangen\">Erlangen</option>\n",
+      "<option value=\"Erlangen-Höchstadt\">Erlangen-Höchstadt</option>\n",
+      "<option value=\"Erzgebirgskreis\">Erzgebirgskreis</option>\n",
+      "<option value=\"Essen, Stadt\">Essen, Stadt</option>\n",
+      "<option value=\"Esslingen\">Esslingen</option>\n",
+      "<option value=\"Euskirchen\">Euskirchen</option>\n",
+      "<option value=\"Flensburg, Stadt\">Flensburg, Stadt</option>\n",
+      "<option value=\"Forchheim\">Forchheim</option>\n",
+      "<option value=\"Frankenthal (Pfalz), kreisfreie Stadt\">Frankenthal (Pfalz), kreisfreie Stadt</option>\n",
+      "<option value=\"Frankfurt (Oder), Stadt\">Frankfurt (Oder), Stadt</option>\n",
+      "<option value=\"Frankfurt am Main, Stadt\">Frankfurt am Main, Stadt</option>\n",
+      "<option value=\"Freiburg im Breisgau, Stadtkreis\">Freiburg im Breisgau, Stadtkreis</option>\n",
+      "<option value=\"Freising\">Freising</option>\n",
+      "<option value=\"Freudenstadt\">Freudenstadt</option>\n",
+      "<option value=\"Freyung-Grafenau\">Freyung-Grafenau</option>\n",
+      "<option value=\"Friesland\">Friesland</option>\n",
+      "<option value=\"Fulda\">Fulda</option>\n",
+      "<option value=\"Fürstenfeldbruck\">Fürstenfeldbruck</option>\n",
+      "<option value=\"Fürth\">Fürth</option>\n",
+      "<option value=\"Garmisch-Partenkirchen\">Garmisch-Partenkirchen</option>\n",
+      "<option value=\"Gelsenkirchen, Stadt\">Gelsenkirchen, Stadt</option>\n",
+      "<option value=\"Gera, Stadt\">Gera, Stadt</option>\n",
+      "<option value=\"Germersheim\">Germersheim</option>\n",
+      "<option value=\"Gießen\">Gießen</option>\n",
+      "<option value=\"Gifhorn\">Gifhorn</option>\n",
+      "<option value=\"Goslar\">Goslar</option>\n",
+      "<option value=\"Gotha\">Gotha</option>\n",
+      "<option value=\"Grafschaft Bentheim\">Grafschaft Bentheim</option>\n",
+      "<option value=\"Greiz\">Greiz</option>\n",
+      "<option value=\"Groß-Gerau\">Groß-Gerau</option>\n",
+      "<option value=\"Göppingen\">Göppingen</option>\n",
+      "<option value=\"Görlitz\">Görlitz</option>\n",
+      "<option value=\"Göttingen\">Göttingen</option>\n",
+      "<option value=\"Günzburg\">Günzburg</option>\n",
+      "<option value=\"Gütersloh\">Gütersloh</option>\n",
+      "<option value=\"Hagen, Stadt der FernUniversität\">Hagen, Stadt der FernUniversität</option>\n",
+      "<option value=\"Halle (Saale), Stadt\">Halle (Saale), Stadt</option>\n",
+      "<option value=\"Hamburg, Freie und Hansestadt\">Hamburg, Freie und Hansestadt</option>\n",
+      "<option value=\"Hameln-Pyrmont\">Hameln-Pyrmont</option>\n",
+      "<option value=\"Hamm, Stadt\">Hamm, Stadt</option>\n",
+      "<option value=\"Harburg\">Harburg</option>\n",
+      "<option value=\"Harz\">Harz</option>\n",
+      "<option value=\"Havelland\">Havelland</option>\n",
+      "<option value=\"Haßberge\">Haßberge</option>\n",
+      "<option value=\"Heidekreis\">Heidekreis</option>\n",
+      "<option value=\"Heidelberg, Stadtkreis\">Heidelberg, Stadtkreis</option>\n",
+      "<option value=\"Heidenheim\">Heidenheim</option>\n",
+      "<option value=\"Heilbronn\">Heilbronn</option>\n",
+      "<option value=\"Heilbronn, Stadtkreis\">Heilbronn, Stadtkreis</option>\n",
+      "<option value=\"Heinsberg\">Heinsberg</option>\n",
+      "<option value=\"Helmstedt\">Helmstedt</option>\n",
+      "<option value=\"Herford\">Herford</option>\n",
+      "<option value=\"Herne, Stadt\">Herne, Stadt</option>\n",
+      "<option value=\"Hersfeld-Rotenburg\">Hersfeld-Rotenburg</option>\n",
+      "<option value=\"Herzogtum Lauenburg\">Herzogtum Lauenburg</option>\n",
+      "<option value=\"Hildburghausen\">Hildburghausen</option>\n",
+      "<option value=\"Hildesheim\">Hildesheim</option>\n",
+      "<option value=\"Hochsauerlandkreis\">Hochsauerlandkreis</option>\n",
+      "<option value=\"Hochtaunuskreis\">Hochtaunuskreis</option>\n",
+      "<option value=\"Hof\">Hof</option>\n",
+      "<option value=\"Hohenlohekreis\">Hohenlohekreis</option>\n",
+      "<option value=\"Holzminden\">Holzminden</option>\n",
+      "<option value=\"Höxter\">Höxter</option>\n",
+      "<option value=\"Ilm-Kreis\">Ilm-Kreis</option>\n",
+      "<option value=\"Ingolstadt\">Ingolstadt</option>\n",
+      "<option value=\"Jena, Stadt\">Jena, Stadt</option>\n",
+      "<option value=\"Jerichower Land\">Jerichower Land</option>\n",
+      "<option value=\"Kaiserslautern\">Kaiserslautern</option>\n",
+      "<option value=\"Kaiserslautern, kreisfreie Stadt\">Kaiserslautern, kreisfreie Stadt</option>\n",
+      "<option value=\"Karlsruhe\">Karlsruhe</option>\n",
+      "<option value=\"Karlsruhe, Stadtkreis\">Karlsruhe, Stadtkreis</option>\n",
+      "<option value=\"Kassel\">Kassel</option>\n",
+      "<option value=\"Kassel, documenta-Stadt\">Kassel, documenta-Stadt</option>\n",
+      "<option value=\"Kaufbeuren\">Kaufbeuren</option>\n",
+      "<option value=\"Kelheim\">Kelheim</option>\n",
+      "<option value=\"Kempten (Allgäu)\">Kempten (Allgäu)</option>\n",
+      "<option value=\"Kiel, Landeshauptstadt\">Kiel, Landeshauptstadt</option>\n",
+      "<option value=\"Kitzingen\">Kitzingen</option>\n",
+      "<option value=\"Kleve\">Kleve</option>\n",
+      "<option value=\"Koblenz, kreisfreie Stadt\">Koblenz, kreisfreie Stadt</option>\n",
+      "<option value=\"Konstanz\">Konstanz</option>\n",
+      "<option value=\"Krefeld, Stadt\">Krefeld, Stadt</option>\n",
+      "<option value=\"Kronach\">Kronach</option>\n",
+      "<option value=\"Kulmbach\">Kulmbach</option>\n",
+      "<option value=\"Kusel\">Kusel</option>\n",
+      "<option value=\"Kyffhäuserkreis\">Kyffhäuserkreis</option>\n",
+      "<option value=\"Köln, Stadt\">Köln, Stadt</option>\n",
+      "<option value=\"Lahn-Dill-Kreis\">Lahn-Dill-Kreis</option>\n",
+      "<option value=\"Landau in der Pfalz, kreisfreie Stadt\">Landau in der Pfalz, kreisfreie Stadt</option>\n",
+      "<option value=\"Landkreis Rostock\">Landkreis Rostock</option>\n",
+      "<option value=\"Landsberg am Lech\">Landsberg am Lech</option>\n",
+      "<option value=\"Landshut\">Landshut</option>\n",
+      "<option value=\"Leer\">Leer</option>\n",
+      "<option value=\"Leipzig\">Leipzig</option>\n",
+      "<option value=\"Leipzig, Stadt\">Leipzig, Stadt</option>\n",
+      "<option value=\"Leverkusen, Stadt\">Leverkusen, Stadt</option>\n",
+      "<option value=\"Lichtenfels\">Lichtenfels</option>\n",
+      "<option value=\"Limburg-Weilburg\">Limburg-Weilburg</option>\n",
+      "<option value=\"Lindau (Bodensee)\">Lindau (Bodensee)</option>\n",
+      "<option value=\"Lippe\">Lippe</option>\n",
+      "<option value=\"Ludwigsburg\">Ludwigsburg</option>\n",
+      "<option value=\"Ludwigshafen am Rhein, kreisfreie Stadt\">Ludwigshafen am Rhein, kreisfreie Stadt</option>\n",
+      "<option value=\"Ludwigslust-Parchim\">Ludwigslust-Parchim</option>\n",
+      "<option value=\"Lörrach\">Lörrach</option>\n",
+      "<option value=\"Lübeck, Hansestadt\">Lübeck, Hansestadt</option>\n",
+      "<option value=\"Lüchow-Dannenberg\">Lüchow-Dannenberg</option>\n",
+      "<option value=\"Lüneburg\">Lüneburg</option>\n",
+      "<option value=\"Magdeburg, Landeshauptstadt\">Magdeburg, Landeshauptstadt</option>\n",
+      "<option value=\"Main-Kinzig-Kreis\">Main-Kinzig-Kreis</option>\n",
+      "<option value=\"Main-Spessart\">Main-Spessart</option>\n",
+      "<option value=\"Main-Tauber-Kreis\">Main-Tauber-Kreis</option>\n",
+      "<option value=\"Main-Taunus-Kreis\">Main-Taunus-Kreis</option>\n",
+      "<option value=\"Mainz, kreisfreie Stadt\">Mainz, kreisfreie Stadt</option>\n",
+      "<option value=\"Mainz-Bingen\">Mainz-Bingen</option>\n",
+      "<option value=\"Mannheim, Stadtkreis\">Mannheim, Stadtkreis</option>\n",
+      "<option value=\"Mansfeld-Südharz\">Mansfeld-Südharz</option>\n",
+      "<option value=\"Marburg-Biedenkopf\">Marburg-Biedenkopf</option>\n",
+      "<option value=\"Mayen-Koblenz\">Mayen-Koblenz</option>\n",
+      "<option value=\"Mecklenburgische Seenplatte\">Mecklenburgische Seenplatte</option>\n",
+      "<option value=\"Meißen\">Meißen</option>\n",
+      "<option value=\"Memmingen\">Memmingen</option>\n",
+      "<option value=\"Merzig-Wadern\">Merzig-Wadern</option>\n",
+      "<option value=\"Mettmann\">Mettmann</option>\n",
+      "<option value=\"Miesbach\">Miesbach</option>\n",
+      "<option value=\"Miltenberg\">Miltenberg</option>\n",
+      "<option value=\"Minden-Lübbecke\">Minden-Lübbecke</option>\n",
+      "<option value=\"Mittelsachsen\">Mittelsachsen</option>\n",
+      "<option value=\"Märkisch-Oderland\">Märkisch-Oderland</option>\n",
+      "<option value=\"Märkischer Kreis\">Märkischer Kreis</option>\n",
+      "<option value=\"Mönchengladbach, Stadt\">Mönchengladbach, Stadt</option>\n",
+      "<option value=\"Mühldorf a.Inn\">Mühldorf a.Inn</option>\n",
+      "<option value=\"Mülheim an der Ruhr, Stadt\">Mülheim an der Ruhr, Stadt</option>\n",
+      "<option value=\"München\">München</option>\n",
+      "<option value=\"München, Landeshauptstadt\">München, Landeshauptstadt</option>\n",
+      "<option value=\"Münster, Stadt\">Münster, Stadt</option>\n",
+      "<option value=\"Neckar-Odenwald-Kreis\">Neckar-Odenwald-Kreis</option>\n",
+      "<option value=\"Neu-Ulm\">Neu-Ulm</option>\n",
+      "<option value=\"Neuburg-Schrobenhausen\">Neuburg-Schrobenhausen</option>\n",
+      "<option value=\"Neumarkt i.d.OPf.\">Neumarkt i.d.OPf.</option>\n",
+      "<option value=\"Neumünster, Stadt\">Neumünster, Stadt</option>\n",
+      "<option value=\"Neunkirchen\">Neunkirchen</option>\n",
+      "<option value=\"Neustadt a.d.Aisch-Bad Windsheim\">Neustadt a.d.Aisch-Bad Windsheim</option>\n",
+      "<option value=\"Neustadt an der Weinstraße, kreisfreie Stadt\">Neustadt an der Weinstraße, kreisfreie Stadt</option>\n",
+      "<option value=\"Neuwied\">Neuwied</option>\n",
+      "<option value=\"Nienburg (Weser)\">Nienburg (Weser)</option>\n",
+      "<option value=\"Nordfriesland\">Nordfriesland</option>\n",
+      "<option value=\"Nordhausen\">Nordhausen</option>\n",
+      "<option value=\"Nordsachsen\">Nordsachsen</option>\n",
+      "<option value=\"Nordwestmecklenburg\">Nordwestmecklenburg</option>\n",
+      "<option value=\"Northeim\">Northeim</option>\n",
+      "<option value=\"Nürnberg\">Nürnberg</option>\n",
+      "<option value=\"Nürnberger Land\">Nürnberger Land</option>\n",
+      "<option value=\"Oberallgäu\">Oberallgäu</option>\n",
+      "<option value=\"Oberbergischer Kreis\">Oberbergischer Kreis</option>\n",
+      "<option value=\"Oberhausen, Stadt\">Oberhausen, Stadt</option>\n",
+      "<option value=\"Oberhavel\">Oberhavel</option>\n",
+      "<option value=\"Oberspreewald-Lausitz\">Oberspreewald-Lausitz</option>\n",
+      "<option value=\"Odenwaldkreis\">Odenwaldkreis</option>\n",
+      "<option value=\"Oder-Spree\">Oder-Spree</option>\n",
+      "<option value=\"Offenbach\">Offenbach</option>\n",
+      "<option value=\"Offenbach am Main, Stadt\">Offenbach am Main, Stadt</option>\n",
+      "<option value=\"Oldenburg\">Oldenburg</option>\n",
+      "<option value=\"Oldenburg (Oldenburg), Stadt\">Oldenburg (Oldenburg), Stadt</option>\n",
+      "<option value=\"Olpe\">Olpe</option>\n",
+      "<option value=\"Ortenaukreis\">Ortenaukreis</option>\n",
+      "<option value=\"Osnabrück\">Osnabrück</option>\n",
+      "<option value=\"Osnabrück, Stadt\">Osnabrück, Stadt</option>\n",
+      "<option value=\"Ostalbkreis\">Ostalbkreis</option>\n",
+      "<option value=\"Ostallgäu\">Ostallgäu</option>\n",
+      "<option value=\"Osterholz\">Osterholz</option>\n",
+      "<option value=\"Ostholstein\">Ostholstein</option>\n",
+      "<option value=\"Ostprignitz-Ruppin\">Ostprignitz-Ruppin</option>\n",
+      "<option value=\"Paderborn\">Paderborn</option>\n",
+      "<option value=\"Passau\">Passau</option>\n",
+      "<option value=\"Peine\">Peine</option>\n",
+      "<option value=\"Pfaffenhofen a.d.Ilm\">Pfaffenhofen a.d.Ilm</option>\n",
+      "<option value=\"Pforzheim, Stadtkreis\">Pforzheim, Stadtkreis</option>\n",
+      "<option value=\"Pinneberg\">Pinneberg</option>\n",
+      "<option value=\"Pirmasens, kreisfreie Stadt\">Pirmasens, kreisfreie Stadt</option>\n",
+      "<option value=\"Plön\">Plön</option>\n",
+      "<option value=\"Potsdam, Stadt\">Potsdam, Stadt</option>\n",
+      "<option value=\"Potsdam-Mittelmark\">Potsdam-Mittelmark</option>\n",
+      "<option value=\"Prignitz\">Prignitz</option>\n",
+      "<option value=\"Rastatt\">Rastatt</option>\n",
+      "<option value=\"Ravensburg\">Ravensburg</option>\n",
+      "<option value=\"Recklinghausen\">Recklinghausen</option>\n",
+      "<option value=\"Regen\">Regen</option>\n",
+      "<option value=\"Regensburg\">Regensburg</option>\n",
+      "<option value=\"Region Hannover\">Region Hannover</option>\n",
+      "<option value=\"Regionalverband Saarbrücken\">Regionalverband Saarbrücken</option>\n",
+      "<option value=\"Rems-Murr-Kreis\">Rems-Murr-Kreis</option>\n",
+      "<option value=\"Remscheid, Stadt\">Remscheid, Stadt</option>\n",
+      "<option value=\"Rendsburg-Eckernförde\">Rendsburg-Eckernförde</option>\n",
+      "<option value=\"Reutlingen\">Reutlingen</option>\n",
+      "<option value=\"Rhein-Erft-Kreis\">Rhein-Erft-Kreis</option>\n",
+      "<option value=\"Rhein-Hunsrück-Kreis\">Rhein-Hunsrück-Kreis</option>\n",
+      "<option value=\"Rhein-Kreis Neuss\">Rhein-Kreis Neuss</option>\n",
+      "<option value=\"Rhein-Lahn-Kreis\">Rhein-Lahn-Kreis</option>\n",
+      "<option value=\"Rhein-Neckar-Kreis\">Rhein-Neckar-Kreis</option>\n",
+      "<option value=\"Rhein-Sieg-Kreis\">Rhein-Sieg-Kreis</option>\n",
+      "<option value=\"Rheingau-Taunus-Kreis\">Rheingau-Taunus-Kreis</option>\n",
+      "<option value=\"Rheinisch-Bergischer Kreis\">Rheinisch-Bergischer Kreis</option>\n",
+      "<option value=\"Rhön-Grabfeld\">Rhön-Grabfeld</option>\n",
+      "<option value=\"Rosenheim\">Rosenheim</option>\n",
+      "<option value=\"Rostock\">Rostock</option>\n",
+      "<option value=\"Rotenburg (Wümme)\">Rotenburg (Wümme)</option>\n",
+      "<option value=\"Roth\">Roth</option>\n",
+      "<option value=\"Rottal-Inn\">Rottal-Inn</option>\n",
+      "<option value=\"Rottweil\">Rottweil</option>\n",
+      "<option value=\"Saale-Holzland-Kreis\">Saale-Holzland-Kreis</option>\n",
+      "<option value=\"Saale-Orla-Kreis\">Saale-Orla-Kreis</option>\n",
+      "<option value=\"Saalekreis\">Saalekreis</option>\n",
+      "<option value=\"Saalfeld-Rudolstadt\">Saalfeld-Rudolstadt</option>\n",
+      "<option value=\"Saarlouis\">Saarlouis</option>\n",
+      "<option value=\"Saarpfalz-Kreis\">Saarpfalz-Kreis</option>\n",
+      "<option value=\"Salzgitter, Stadt\">Salzgitter, Stadt</option>\n",
+      "<option value=\"Salzlandkreis\">Salzlandkreis</option>\n",
+      "<option value=\"Schaumburg\">Schaumburg</option>\n",
+      "<option value=\"Schleswig-Flensburg\">Schleswig-Flensburg</option>\n",
+      "<option value=\"Schmalkalden-Meiningen\">Schmalkalden-Meiningen</option>\n",
+      "<option value=\"Schwabach\">Schwabach</option>\n",
+      "<option value=\"Schwalm-Eder-Kreis\">Schwalm-Eder-Kreis</option>\n",
+      "<option value=\"Schwandorf\">Schwandorf</option>\n",
+      "<option value=\"Schwarzwald-Baar-Kreis\">Schwarzwald-Baar-Kreis</option>\n",
+      "<option value=\"Schweinfurt\">Schweinfurt</option>\n",
+      "<option value=\"Schwerin\">Schwerin</option>\n",
+      "<option value=\"Schwäbisch Hall\">Schwäbisch Hall</option>\n",
+      "<option value=\"Segeberg\">Segeberg</option>\n",
+      "<option value=\"Siegen-Wittgenstein\">Siegen-Wittgenstein</option>\n",
+      "<option value=\"Sigmaringen\">Sigmaringen</option>\n",
+      "<option value=\"Soest\">Soest</option>\n",
+      "<option value=\"Solingen, Klingenstadt\">Solingen, Klingenstadt</option>\n",
+      "<option value=\"Sonneberg\">Sonneberg</option>\n",
+      "<option value=\"Speyer, kreisfreie Stadt\">Speyer, kreisfreie Stadt</option>\n",
+      "<option value=\"Spree-Neiße\">Spree-Neiße</option>\n",
+      "<option value=\"St. Wendel\">St. Wendel</option>\n",
+      "<option value=\"Stade\">Stade</option>\n",
+      "<option value=\"Starnberg\">Starnberg</option>\n",
+      "<option value=\"Steinburg\">Steinburg</option>\n",
+      "<option value=\"Steinfurt\">Steinfurt</option>\n",
+      "<option value=\"Stendal\">Stendal</option>\n",
+      "<option value=\"Stormarn\">Stormarn</option>\n",
+      "<option value=\"Straubing\">Straubing</option>\n",
+      "<option value=\"Straubing-Bogen\">Straubing-Bogen</option>\n",
+      "<option value=\"Stuttgart, Stadtkreis\">Stuttgart, Stadtkreis</option>\n",
+      "<option value=\"Städteregion Aachen\">Städteregion Aachen</option>\n",
+      "<option value=\"Suhl, Stadt\">Suhl, Stadt</option>\n",
+      "<option value=\"Sächsische Schweiz-Osterzgebirge\">Sächsische Schweiz-Osterzgebirge</option>\n",
+      "<option value=\"Sömmerda\">Sömmerda</option>\n",
+      "<option value=\"Südliche Weinstraße\">Südliche Weinstraße</option>\n",
+      "<option value=\"Südwestpfalz\">Südwestpfalz</option>\n",
+      "<option value=\"Teltow-Fläming\">Teltow-Fläming</option>\n",
+      "<option value=\"Tirschenreuth\">Tirschenreuth</option>\n",
+      "<option value=\"Traunstein\">Traunstein</option>\n",
+      "<option value=\"Trier, kreisfreie Stadt\">Trier, kreisfreie Stadt</option>\n",
+      "<option value=\"Trier-Saarburg\">Trier-Saarburg</option>\n",
+      "<option value=\"Tuttlingen\">Tuttlingen</option>\n",
+      "<option value=\"Tübingen\">Tübingen</option>\n",
+      "<option value=\"Uckermark\">Uckermark</option>\n",
+      "<option value=\"Uelzen\">Uelzen</option>\n",
+      "<option value=\"Ulm, Stadtkreis\">Ulm, Stadtkreis</option>\n",
+      "<option value=\"Unna\">Unna</option>\n",
+      "<option value=\"Unstrut-Hainich-Kreis\">Unstrut-Hainich-Kreis</option>\n",
+      "<option value=\"Unterallgäu\">Unterallgäu</option>\n",
+      "<option value=\"Vechta\">Vechta</option>\n",
+      "<option value=\"Verden\">Verden</option>\n",
+      "<option value=\"Viersen\">Viersen</option>\n",
+      "<option value=\"Vogelsbergkreis\">Vogelsbergkreis</option>\n",
+      "<option value=\"Vogtlandkreis\">Vogtlandkreis</option>\n",
+      "<option value=\"Vorpommern-Greifswald\">Vorpommern-Greifswald</option>\n",
+      "<option value=\"Vorpommern-Rügen\">Vorpommern-Rügen</option>\n",
+      "<option value=\"Vulkaneifel\">Vulkaneifel</option>\n",
+      "<option value=\"Waldeck-Frankenberg\">Waldeck-Frankenberg</option>\n",
+      "<option value=\"Waldshut\">Waldshut</option>\n",
+      "<option value=\"Warendorf\">Warendorf</option>\n",
+      "<option value=\"Wartburgkreis\">Wartburgkreis</option>\n",
+      "<option value=\"Weiden i.d.OPf.\">Weiden i.d.OPf.</option>\n",
+      "<option value=\"Weilheim-Schongau\">Weilheim-Schongau</option>\n",
+      "<option value=\"Weimar, Stadt\">Weimar, Stadt</option>\n",
+      "<option value=\"Weimarer Land\">Weimarer Land</option>\n",
+      "<option value=\"Weißenburg-Gunzenhausen\">Weißenburg-Gunzenhausen</option>\n",
+      "<option value=\"Werra-Meißner-Kreis\">Werra-Meißner-Kreis</option>\n",
+      "<option value=\"Wesel\">Wesel</option>\n",
+      "<option value=\"Wesermarsch\">Wesermarsch</option>\n",
+      "<option value=\"Westerwaldkreis\">Westerwaldkreis</option>\n",
+      "<option value=\"Wetteraukreis\">Wetteraukreis</option>\n",
+      "<option value=\"Wiesbaden, Landeshauptstadt\">Wiesbaden, Landeshauptstadt</option>\n",
+      "<option value=\"Wilhelmshaven, Stadt\">Wilhelmshaven, Stadt</option>\n",
+      "<option value=\"Wittenberg\">Wittenberg</option>\n",
+      "<option value=\"Wittmund\">Wittmund</option>\n",
+      "<option value=\"Wolfenbüttel\">Wolfenbüttel</option>\n",
+      "<option value=\"Wolfsburg, Stadt\">Wolfsburg, Stadt</option>\n",
+      "<option value=\"Worms, kreisfreie Stadt\">Worms, kreisfreie Stadt</option>\n",
+      "<option value=\"Wunsiedel i.Fichtelgebirge\">Wunsiedel i.Fichtelgebirge</option>\n",
+      "<option value=\"Wuppertal, Stadt\">Wuppertal, Stadt</option>\n",
+      "<option value=\"Würzburg\">Würzburg</option>\n",
+      "<option value=\"Zollernalbkreis\">Zollernalbkreis</option>\n",
+      "<option value=\"Zweibrücken, kreisfreie Stadt\">Zweibrücken, kreisfreie Stadt</option>\n",
+      "<option value=\"Zwickau\">Zwickau</option>\n"
+     ]
+    }
+   ],
    "source": [
     "kreisValues = sorted(kreisValues)\n",
     "# FK-TODO: die folgenden Optionen in der Datei intensivstationen.html in das select-Element nach \"Alle Landkreise\" einsetzen \n",
@@ -291,7 +1310,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 16,
    "id": "43c2f826",
    "metadata": {},
    "outputs": [],
@@ -315,7 +1334,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 17,
    "id": "997a4bdb",
    "metadata": {},
    "outputs": [],
@@ -333,7 +1352,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 18,
    "id": "a97f5b2b",
    "metadata": {},
    "outputs": [],
@@ -373,20 +1392,3618 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 19,
    "id": "349edd73",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "None"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>date</th>\n",
+       "      <th>betten_belegt</th>\n",
+       "      <th>betten_frei</th>\n",
+       "      <th>Einwohnerzahl</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>2020-04-24</td>\n",
+       "      <td>19237</td>\n",
+       "      <td>12270</td>\n",
+       "      <td>82401553.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>2020-04-25</td>\n",
+       "      <td>19100</td>\n",
+       "      <td>12290</td>\n",
+       "      <td>82401553.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>2020-04-26</td>\n",
+       "      <td>18617</td>\n",
+       "      <td>12694</td>\n",
+       "      <td>82401553.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>2020-04-27</td>\n",
+       "      <td>18803</td>\n",
+       "      <td>12537</td>\n",
+       "      <td>82360711.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>2020-04-28</td>\n",
+       "      <td>19345</td>\n",
+       "      <td>12207</td>\n",
+       "      <td>82504802.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>681</th>\n",
+       "      <td>2022-03-06</td>\n",
+       "      <td>20034</td>\n",
+       "      <td>4482</td>\n",
+       "      <td>82658396.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>682</th>\n",
+       "      <td>2022-03-07</td>\n",
+       "      <td>20294</td>\n",
+       "      <td>4456</td>\n",
+       "      <td>82658396.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>683</th>\n",
+       "      <td>2022-03-08</td>\n",
+       "      <td>20695</td>\n",
+       "      <td>4131</td>\n",
+       "      <td>82658396.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>684</th>\n",
+       "      <td>2022-03-09</td>\n",
+       "      <td>20849</td>\n",
+       "      <td>4006</td>\n",
+       "      <td>82658396.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>685</th>\n",
+       "      <td>2022-03-10</td>\n",
+       "      <td>20788</td>\n",
+       "      <td>4046</td>\n",
+       "      <td>82658396.0</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>686 rows × 4 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "          date  betten_belegt  betten_frei  Einwohnerzahl\n",
+       "0   2020-04-24          19237        12270     82401553.0\n",
+       "1   2020-04-25          19100        12290     82401553.0\n",
+       "2   2020-04-26          18617        12694     82401553.0\n",
+       "3   2020-04-27          18803        12537     82360711.0\n",
+       "4   2020-04-28          19345        12207     82504802.0\n",
+       "..         ...            ...          ...            ...\n",
+       "681 2022-03-06          20034         4482     82658396.0\n",
+       "682 2022-03-07          20294         4456     82658396.0\n",
+       "683 2022-03-08          20695         4131     82658396.0\n",
+       "684 2022-03-09          20849         4006     82658396.0\n",
+       "685 2022-03-10          20788         4046     82658396.0\n",
+       "\n",
+       "[686 rows x 4 columns]"
+      ]
+     },
+     "execution_count": 19,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "getAndPersistIntensiveCareBeds(timeSeries)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 20,
    "id": "1b97137f",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'Ahrweiler'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Aichach-Friedberg'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Alb-Donau-Kreis'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Altenburger Land'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Altenkirchen (Westerwald)'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Altmarkkreis Salzwedel'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Altötting'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Alzey-Worms'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Amberg'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Amberg-Sulzbach'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Ammerland'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Anhalt-Bitterfeld'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Ansbach'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Aschaffenburg'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Augsburg'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Aurich'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Bad Dürkheim'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Bad Kissingen'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Bad Kreuznach'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Bad Tölz-Wolfratshausen'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Baden-Baden, Stadtkreis'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Bamberg'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Barnim'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Bautzen'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Bayreuth'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Berchtesgadener Land'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Bergstraße'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Berlin, Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Bernkastel-Wittlich'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Biberach'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Bielefeld, Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Birkenfeld'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Bochum, Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Bodenseekreis'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Bonn, Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Borken'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Bottrop, Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Brandenburg an der Havel, Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Braunschweig, Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Breisgau-Hochschwarzwald'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Bremen, Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Bremerhaven, Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Burgenlandkreis'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Böblingen'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Börde'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Calw'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Celle'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Cham'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Chemnitz, Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Cloppenburg'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Coburg'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Cochem-Zell'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Coesfeld'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Cottbus, Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Cuxhaven'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Dachau'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Dahme-Spreewald'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Darmstadt, Wissenschaftsstadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Darmstadt-Dieburg'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Deggendorf'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Delmenhorst, Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Dessau-Roßlau, Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Diepholz'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Dillingen a.d.Donau'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Dingolfing-Landau'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Dithmarschen'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Donau-Ries'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Donnersbergkreis'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Dortmund, Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Dresden, Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Duisburg, Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Düren'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Düsseldorf, Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Ebersberg'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Eichsfeld'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Eichstätt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Eifelkreis Bitburg-Prüm'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Elbe-Elster'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Emden, Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Emmendingen'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Emsland'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Enzkreis'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Erding'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
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+       "'Erfurt, Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Erlangen'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Erlangen-Höchstadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Erzgebirgskreis'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Essen, Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Esslingen'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Euskirchen'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Flensburg, Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
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+       "'Forchheim'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Frankenthal (Pfalz), kreisfreie Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Frankfurt (Oder), Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Frankfurt am Main, Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Freiburg im Breisgau, Stadtkreis'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Freising'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Freudenstadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Freyung-Grafenau'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Friesland'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Fulda'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Fürstenfeldbruck'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Fürth'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Garmisch-Partenkirchen'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Gelsenkirchen, Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Gera, Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Germersheim'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Gießen'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Gifhorn'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Goslar'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Gotha'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Grafschaft Bentheim'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Greiz'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Groß-Gerau'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
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+       "'Göppingen'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
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+       "'Görlitz'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
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+       "'Göttingen'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Gütersloh'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Hagen, Stadt der FernUniversität'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
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+       "'Halle (Saale), Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
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+       "'Hamburg, Freie und Hansestadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Hameln-Pyrmont'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
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+       "'Heidekreis'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
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+       "'Heidelberg, Stadtkreis'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
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+       "'Heidenheim'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Helmstedt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
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+      ]
+     },
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+     "output_type": "display_data"
+    },
+    {
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+      ]
+     },
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+     "output_type": "display_data"
+    },
+    {
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+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
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+      ]
+     },
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+     "output_type": "display_data"
+    },
+    {
+     "data": {
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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
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+       "'Hohenlohekreis'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
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+      ]
+     },
+     "metadata": {},
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+    },
+    {
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+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
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+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
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+      ]
+     },
+     "metadata": {},
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+    },
+    {
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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
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+       "'Kaiserslautern'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
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+      ]
+     },
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+    },
+    {
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+     },
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+     "output_type": "display_data"
+    },
+    {
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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
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+      ]
+     },
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+     "output_type": "display_data"
+    },
+    {
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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
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+       "'Kempten (Allgäu)'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
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+       "'Kleve'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
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+       "'Kyffhäuserkreis'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
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+      ]
+     },
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+     "output_type": "display_data"
+    },
+    {
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+      ]
+     },
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+     "output_type": "display_data"
+    },
+    {
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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
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+       "'Leer'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
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+      ]
+     },
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+    },
+    {
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+      ]
+     },
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+     "output_type": "display_data"
+    },
+    {
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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
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+      ]
+     },
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+     "output_type": "display_data"
+    },
+    {
+     "data": {
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+       "'Lindau (Bodensee)'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
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+      ]
+     },
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+     "output_type": "display_data"
+    },
+    {
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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
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+      ]
+     },
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+     "output_type": "display_data"
+    },
+    {
+     "data": {
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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Main-Kinzig-Kreis'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
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+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Main-Tauber-Kreis'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Main-Taunus-Kreis'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Mainz, kreisfreie Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Mainz-Bingen'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Mannheim, Stadtkreis'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Mansfeld-Südharz'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Marburg-Biedenkopf'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Mayen-Koblenz'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Mecklenburgische Seenplatte'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Meißen'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Memmingen'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Merzig-Wadern'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Mettmann'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Miesbach'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Miltenberg'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Minden-Lübbecke'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Mittelsachsen'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Märkisch-Oderland'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Märkischer Kreis'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Mönchengladbach, Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Mühldorf a.Inn'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Mülheim an der Ruhr, Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'München'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'München, Landeshauptstadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Münster, Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Neckar-Odenwald-Kreis'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Neu-Ulm'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Neuburg-Schrobenhausen'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Neumarkt i.d.OPf.'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Neumünster, Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Neunkirchen'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Neustadt a.d.Aisch-Bad Windsheim'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Neustadt an der Weinstraße, kreisfreie Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Neuwied'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Nienburg (Weser)'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Nordfriesland'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Nordhausen'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Nordsachsen'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Nordwestmecklenburg'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Northeim'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Nürnberg'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Nürnberger Land'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Oberallgäu'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Oberbergischer Kreis'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Oberhausen, Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Oberhavel'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Oberspreewald-Lausitz'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Odenwaldkreis'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Oder-Spree'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Offenbach'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Offenbach am Main, Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Oldenburg'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Oldenburg (Oldenburg), Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Olpe'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Ortenaukreis'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Osnabrück'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Osnabrück, Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Ostalbkreis'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Ostallgäu'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Osterholz'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Ostholstein'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Ostprignitz-Ruppin'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Paderborn'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Passau'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Peine'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Pfaffenhofen a.d.Ilm'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Pforzheim, Stadtkreis'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Pinneberg'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Pirmasens, kreisfreie Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Plön'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Potsdam, Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Potsdam-Mittelmark'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Prignitz'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Rastatt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Ravensburg'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Recklinghausen'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Regen'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Regensburg'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Region Hannover'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Regionalverband Saarbrücken'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Rems-Murr-Kreis'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Remscheid, Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Rendsburg-Eckernförde'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Reutlingen'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Rhein-Erft-Kreis'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Rhein-Hunsrück-Kreis'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Rhein-Kreis Neuss'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Rhein-Lahn-Kreis'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Rhein-Neckar-Kreis'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Rhein-Sieg-Kreis'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Rheingau-Taunus-Kreis'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Rheinisch-Bergischer Kreis'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Rhön-Grabfeld'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Rosenheim'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Rostock'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Rotenburg (Wümme)'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Roth'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Rottal-Inn'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Rottweil'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Saale-Holzland-Kreis'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Saale-Orla-Kreis'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Saalekreis'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Saalfeld-Rudolstadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Saarlouis'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Saarpfalz-Kreis'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Salzgitter, Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Salzlandkreis'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Schaumburg'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Schleswig-Flensburg'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Schmalkalden-Meiningen'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Schwabach'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Schwalm-Eder-Kreis'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Schwandorf'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Schwarzwald-Baar-Kreis'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Schweinfurt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Schwerin'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Schwäbisch Hall'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Segeberg'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Siegen-Wittgenstein'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Sigmaringen'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Soest'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Solingen, Klingenstadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Sonneberg'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Speyer, kreisfreie Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Spree-Neiße'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'St. Wendel'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Stade'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Starnberg'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Steinburg'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Steinfurt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Stendal'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Stormarn'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Straubing'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Straubing-Bogen'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Stuttgart, Stadtkreis'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Städteregion Aachen'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Suhl, Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Sächsische Schweiz-Osterzgebirge'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Sömmerda'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Südliche Weinstraße'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Südwestpfalz'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Teltow-Fläming'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Tirschenreuth'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Traunstein'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Trier, kreisfreie Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Trier-Saarburg'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Tuttlingen'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Tübingen'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Uckermark'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Uelzen'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Ulm, Stadtkreis'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Unna'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Unstrut-Hainich-Kreis'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Unterallgäu'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Vechta'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Verden'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Viersen'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Vogelsbergkreis'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Vogtlandkreis'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Vorpommern-Greifswald'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Vorpommern-Rügen'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Vulkaneifel'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Waldeck-Frankenberg'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Waldshut'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Warendorf'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Wartburgkreis'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Weiden i.d.OPf.'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Weilheim-Schongau'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Weimar, Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Weimarer Land'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Weißenburg-Gunzenhausen'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Werra-Meißner-Kreis'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Wesel'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Wesermarsch'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Westerwaldkreis'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Wetteraukreis'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Wiesbaden, Landeshauptstadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Wilhelmshaven, Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Wittenberg'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Wittmund'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Wolfenbüttel'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Wolfsburg, Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Worms, kreisfreie Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Wunsiedel i.Fichtelgebirge'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Wuppertal, Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Würzburg'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Zollernalbkreis'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Zweibrücken, kreisfreie Stadt'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'Zwickau'"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "for kreis in kreisValues:\n",
     "    getAndPersistIntensiveCareBeds(timeSeries, kreis)"