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HowBadIsMyBatch/src/intensivstationen/Intensivstationen.nbconvert.ipynb
2022-03-10 00:03:02 +01:00

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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "9de5907f-18f5-4cb1-903e-26028ff1fa03",
"metadata": {
"execution": {
"iopub.execute_input": "2022-03-09T22:56:20.939322Z",
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"shell.execute_reply": "2022-03-09T22:56:21.250062Z"
}
},
"outputs": [],
"source": [
"import pandas as pd\n",
"from urllib import request\n",
"\n",
"pd.set_option('display.max_rows', 100)\n",
"pd.set_option('display.max_columns', None)"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "dfa836ec",
"metadata": {
"execution": {
"iopub.execute_input": "2022-03-09T22:56:21.253584Z",
"iopub.status.busy": "2022-03-09T22:56:21.253130Z",
"iopub.status.idle": "2022-03-09T22:56:21.254937Z",
"shell.execute_reply": "2022-03-09T22:56:21.255265Z"
}
},
"outputs": [],
"source": [
"needsUpdate = False"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "79de4057",
"metadata": {
"execution": {
"iopub.execute_input": "2022-03-09T22:56:21.262610Z",
"iopub.status.busy": "2022-03-09T22:56:21.262209Z",
"iopub.status.idle": "2022-03-09T22:56:21.436978Z",
"shell.execute_reply": "2022-03-09T22:56:21.436467Z"
}
},
"outputs": [],
"source": [
"from bs4 import BeautifulSoup\n",
"import requests\n",
"from datetime import datetime\n",
"from time import sleep\n",
"from selenium import webdriver\n",
"from selenium.webdriver.firefox.options import Options\n",
"\n",
"class DateProvider:\n",
" \n",
" INTENSIVSTATIONEN_DATE_FORMAT = \"%d.%m.%Y, %H:%M Uhr\"\n",
"\n",
" def __init__(self):\n",
" self.lastUpdatedIntensivstationen = None\n",
" self.lastUpdatedOriginal = None\n",
"\n",
" def needsUpdate(self):\n",
" return self.getLastUpdatedIntensivstationen() < self.getLastUpdatedOriginal()\n",
" \n",
" def getLastUpdatedIntensivstationen(self):\n",
" if self.lastUpdatedIntensivstationen is None:\n",
" htmlContent = requests.get(\"https://knollfrank.github.io/HowBadIsMyBatch/intensivstationen.html\").text\n",
" soup = BeautifulSoup(htmlContent, \"lxml\")\n",
" dateStr = soup.find(id = \"Datenstand\").text\n",
" self.lastUpdatedIntensivstationen = datetime.strptime(dateStr, DateProvider.INTENSIVSTATIONEN_DATE_FORMAT)\n",
" \n",
" return self.lastUpdatedIntensivstationen\n",
"\n",
" def getLastUpdatedOriginal(self):\n",
" if self.lastUpdatedOriginal is None:\n",
" html = self._getOriginalHtml()\n",
" lastUpdatedColumn = 'Letzte Änderung'\n",
" dataFrame = self._asDataFrame(html, lastUpdatedColumn)\n",
" self.lastUpdatedOriginal = dataFrame.loc['Landkreis-Daten', lastUpdatedColumn].to_pydatetime()\n",
"\n",
" return self.lastUpdatedOriginal\n",
"\n",
" def _getOriginalHtml(self):\n",
" options = Options()\n",
" options.headless = True\n",
" driver = webdriver.Firefox(options = options)\n",
" driver.get('https://www.intensivregister.de/#/aktuelle-lage/downloads')\n",
" sleep(10)\n",
" innerHTML = driver.execute_script(\"return document.body.innerHTML\")\n",
" driver.quit()\n",
" return innerHTML\n",
"\n",
" def _asDataFrame(self, html, lastUpdatedColumn):\n",
" dataFrame = pd.read_html(html, parse_dates = [lastUpdatedColumn])[0]\n",
" dataFrame[lastUpdatedColumn] = pd.to_datetime(dataFrame[lastUpdatedColumn], format = \"%d.%m.%Y %H:%M Uhr\")\n",
" dataFrame.set_index('Name', inplace = True)\n",
" return dataFrame\n"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "336f56e6",
"metadata": {
"execution": {
"iopub.execute_input": "2022-03-09T22:56:21.441257Z",
"iopub.status.busy": "2022-03-09T22:56:21.440818Z",
"iopub.status.idle": "2022-03-09T22:56:55.902578Z",
"shell.execute_reply": "2022-03-09T22:56:55.902062Z"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"lastUpdatedIntensivstationen: 2022-03-08 12:38:00\n",
"lastUpdatedOriginal: 2022-03-09 12:38:00\n",
"needsUpdate: True\n"
]
}
],
"source": [
"dateProvider = DateProvider()\n",
"print('lastUpdatedIntensivstationen:', dateProvider.getLastUpdatedIntensivstationen())\n",
"print('lastUpdatedOriginal:', dateProvider.getLastUpdatedOriginal()) \n",
"needsUpdate = dateProvider.needsUpdate()\n",
"print('needsUpdate: ', needsUpdate)"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "03784154",
"metadata": {
"execution": {
"iopub.execute_input": "2022-03-09T22:56:55.907484Z",
"iopub.status.busy": "2022-03-09T22:56:55.907056Z",
"iopub.status.idle": "2022-03-09T22:56:55.909286Z",
"shell.execute_reply": "2022-03-09T22:56:55.908853Z"
}
},
"outputs": [],
"source": [
"from bs4 import BeautifulSoup\n",
"\n",
"def saveLastUpdatedIntensivstationen(lastUpdated):\n",
" file = \"../../docs/intensivstationen.html\"\n",
" with open(file) as fp:\n",
" soup = BeautifulSoup(fp, 'lxml')\n",
"\n",
" soup.find(id = \"Datenstand\").string.replace_with(lastUpdated.strftime(DateProvider.INTENSIVSTATIONEN_DATE_FORMAT))\n",
"\n",
" with open(file, \"w\") as fp:\n",
" fp.write(str(soup))"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "63be303c",
"metadata": {
"execution": {
"iopub.execute_input": "2022-03-09T22:56:55.912181Z",
"iopub.status.busy": "2022-03-09T22:56:55.911766Z",
"iopub.status.idle": "2022-03-09T22:56:55.932633Z",
"shell.execute_reply": "2022-03-09T22:56:55.932278Z"
}
},
"outputs": [],
"source": [
"saveLastUpdatedIntensivstationen(dateProvider.getLastUpdatedOriginal())"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "d021de84",
"metadata": {
"execution": {
"iopub.execute_input": "2022-03-09T22:56:55.937257Z",
"iopub.status.busy": "2022-03-09T22:56:55.936852Z",
"iopub.status.idle": "2022-03-09T22:56:55.938520Z",
"shell.execute_reply": "2022-03-09T22:56:55.938848Z"
}
},
"outputs": [],
"source": [
"def readTimeseries(download = False):\n",
" timeSeriesFile = 'zeitreihe-tagesdaten.csv'\n",
" if download:\n",
" _downloadTimeseries(timeSeriesFile)\n",
"\n",
" timeseries = pd.read_csv(\n",
" timeSeriesFile,\n",
" low_memory = False,\n",
" usecols = ['date', 'bundesland', 'gemeindeschluessel', 'betten_belegt', 'betten_frei'],\n",
" parse_dates = ['date'],\n",
" date_parser = lambda dateStr: pd.to_datetime(dateStr, format = \"%Y-%m-%d\"),\n",
" dtype = {\n",
" 'gemeindeschluessel': 'string',\n",
" 'bundesland': 'string'\n",
" })\n",
" return timeseries.sort_values(by = 'date', ascending = True)\n",
"\n",
"# download https://diviexchange.blob.core.windows.net/%24web/zeitreihe-tagesdaten.csv or https://www.intensivregister.de/#/aktuelle-lage/downloads\n",
"def _downloadTimeseries(timeSeriesFile):\n",
" request.urlretrieve(\n",
" 'https://diviexchange.blob.core.windows.net/%24web/zeitreihe-tagesdaten.csv',\n",
" timeSeriesFile)\n"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "3f992231",
"metadata": {
"execution": {
"iopub.execute_input": "2022-03-09T22:56:55.942760Z",
"iopub.status.busy": "2022-03-09T22:56:55.942359Z",
"iopub.status.idle": "2022-03-09T22:57:42.308616Z",
"shell.execute_reply": "2022-03-09T22:57:42.308968Z"
}
},
"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>270815</th>\n",
" <td>2022-03-09</td>\n",
" <td>06</td>\n",
" <td>06437</td>\n",
" <td>9</td>\n",
" <td>117</td>\n",
" </tr>\n",
" <tr>\n",
" <th>270814</th>\n",
" <td>2022-03-09</td>\n",
" <td>06</td>\n",
" <td>06436</td>\n",
" <td>2</td>\n",
" <td>24</td>\n",
" </tr>\n",
" <tr>\n",
" <th>270813</th>\n",
" <td>2022-03-09</td>\n",
" <td>06</td>\n",
" <td>06435</td>\n",
" <td>10</td>\n",
" <td>74</td>\n",
" </tr>\n",
" <tr>\n",
" <th>270811</th>\n",
" <td>2022-03-09</td>\n",
" <td>06</td>\n",
" <td>06433</td>\n",
" <td>3</td>\n",
" <td>20</td>\n",
" </tr>\n",
" <tr>\n",
" <th>271084</th>\n",
" <td>2022-03-09</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>271085 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",
"270815 2022-03-09 06 06437 9 117\n",
"270814 2022-03-09 06 06436 2 24\n",
"270813 2022-03-09 06 06435 10 74\n",
"270811 2022-03-09 06 06433 3 20\n",
"271084 2022-03-09 16 16077 7 25\n",
"\n",
"[271085 rows x 5 columns]"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"timeSeries = readTimeseries(download = needsUpdate)\n",
"timeSeries"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "2d34c6a4",
"metadata": {
"execution": {
"iopub.execute_input": "2022-03-09T22:57:42.313664Z",
"iopub.status.busy": "2022-03-09T22:57:42.313229Z",
"iopub.status.idle": "2022-03-09T22:57:42.315023Z",
"shell.execute_reply": "2022-03-09T22:57:42.315381Z"
}
},
"outputs": [],
"source": [
"def readKreise(download = False):\n",
" kreiseFile = '04-kreise.xlsx'\n",
" if download:\n",
" _downloadKreise(kreiseFile)\n",
" \n",
" kreise = pd.read_excel(\n",
" kreiseFile,\n",
" sheet_name = 'Kreisfreie Städte u. Landkreise',\n",
" header = 5,\n",
" index_col = 0)\n",
" kreise = kreise.rename(columns = {'2': 'Bundesland', 3: 'Kreis', 6: 'Einwohnerzahl'})[['Bundesland', 'Kreis', 'Einwohnerzahl']]\n",
" kreise.index.set_names(\"Key\", inplace = True)\n",
" return kreise\n",
"\n",
"# download https://www.destatis.de/DE/Themen/Laender-Regionen/Regionales/Gemeindeverzeichnis/Administrativ/04-kreise.xlsx?__blob=publicationFile or https://www.destatis.de/DE/Themen/Laender-Regionen/Regionales/Gemeindeverzeichnis/Administrativ/04-kreise.html\n",
"def _downloadKreise(kreiseFile):\n",
" request.urlretrieve(\n",
" 'https://www.destatis.de/DE/Themen/Laender-Regionen/Regionales/Gemeindeverzeichnis/Administrativ/04-kreise.xlsx?__blob=publicationFile',\n",
" kreiseFile)\n"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "74ea4d55",
"metadata": {
"execution": {
"iopub.execute_input": "2022-03-09T22:57:42.318723Z",
"iopub.status.busy": "2022-03-09T22:57:42.318283Z",
"iopub.status.idle": "2022-03-09T22:57:42.641495Z",
"shell.execute_reply": "2022-03-09T22:57:42.641846Z"
}
},
"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"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "af96fb11",
"metadata": {
"execution": {
"iopub.execute_input": "2022-03-09T22:57:42.647056Z",
"iopub.status.busy": "2022-03-09T22:57:42.646620Z",
"iopub.status.idle": "2022-03-09T22:57:42.648379Z",
"shell.execute_reply": "2022-03-09T22:57:42.648726Z"
}
},
"outputs": [],
"source": [
"class ColumnsAdder:\n",
"\n",
" def __init__(self, kreise):\n",
" self.kreise = kreise\n",
"\n",
" def addKreisAndBundeslandAndEinwohnerzahlColumns(self, dataFrame):\n",
" dataFrame_kreise = pd.merge(dataFrame, self.kreise, how = 'left', left_on = 'gemeindeschluessel', right_index = True)\n",
" dataFrame['Kreis'] = dataFrame_kreise['Kreis']\n",
" dataFrame['Einwohnerzahl'] = dataFrame_kreise['Einwohnerzahl']\n",
" return self._addBundeslandColumn(dataFrame)\n",
" \n",
" def _addBundeslandColumn(self, dataFrame):\n",
" return pd.merge(\n",
" dataFrame,\n",
" self._createBundeslandByKeyTable(),\n",
" how = 'left',\n",
" left_on = 'bundesland',\n",
" right_index = True)\n",
"\n",
" def _createBundeslandByKeyTable(self):\n",
" return self.kreise[self.kreise.index.str.len() == 2][['Bundesland']]\n"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "62a20115",
"metadata": {
"execution": {
"iopub.execute_input": "2022-03-09T22:57:42.651672Z",
"iopub.status.busy": "2022-03-09T22:57:42.651252Z",
"iopub.status.idle": "2022-03-09T22:57:42.758452Z",
"shell.execute_reply": "2022-03-09T22:57:42.758076Z"
}
},
"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>270815</th>\n",
" <td>2022-03-09</td>\n",
" <td>06</td>\n",
" <td>06437</td>\n",
" <td>9</td>\n",
" <td>117</td>\n",
" <td>Odenwaldkreis</td>\n",
" <td>96754.0</td>\n",
" <td>Hessen</td>\n",
" </tr>\n",
" <tr>\n",
" <th>270814</th>\n",
" <td>2022-03-09</td>\n",
" <td>06</td>\n",
" <td>06436</td>\n",
" <td>2</td>\n",
" <td>24</td>\n",
" <td>Main-Taunus-Kreis</td>\n",
" <td>239264.0</td>\n",
" <td>Hessen</td>\n",
" </tr>\n",
" <tr>\n",
" <th>270813</th>\n",
" <td>2022-03-09</td>\n",
" <td>06</td>\n",
" <td>06435</td>\n",
" <td>10</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>270811</th>\n",
" <td>2022-03-09</td>\n",
" <td>06</td>\n",
" <td>06433</td>\n",
" <td>3</td>\n",
" <td>20</td>\n",
" <td>Groß-Gerau</td>\n",
" <td>275807.0</td>\n",
" <td>Hessen</td>\n",
" </tr>\n",
" <tr>\n",
" <th>271084</th>\n",
" <td>2022-03-09</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>271085 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",
"270815 2022-03-09 06 06437 9 117 \n",
"270814 2022-03-09 06 06436 2 24 \n",
"270813 2022-03-09 06 06435 10 74 \n",
"270811 2022-03-09 06 06433 3 20 \n",
"271084 2022-03-09 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",
"270815 Odenwaldkreis 96754.0 Hessen \n",
"270814 Main-Taunus-Kreis 239264.0 Hessen \n",
"270813 Main-Kinzig-Kreis 421689.0 Hessen \n",
"270811 Groß-Gerau 275807.0 Hessen \n",
"271084 Altenburger Land 88356.0 Thüringen \n",
"\n",
"[271085 rows x 8 columns]"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"timeSeries = ColumnsAdder(kreise).addKreisAndBundeslandAndEinwohnerzahlColumns(timeSeries)\n",
"timeSeries"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "356494d3",
"metadata": {
"execution": {
"iopub.execute_input": "2022-03-09T22:57:42.766698Z",
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"shell.execute_reply": "2022-03-09T22:57:42.769511Z"
}
},
"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"
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "05aa0117",
"metadata": {
"execution": {
"iopub.execute_input": "2022-03-09T22:57:42.772792Z",
"iopub.status.busy": "2022-03-09T22:57:42.772390Z",
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"shell.execute_reply": "2022-03-09T22:57:42.774037Z"
}
},
"outputs": [],
"source": [
"def printKreisOptions(kreisValues):\n",
" for kreis in kreisValues:\n",
" printKreisOption(kreis)\n",
"\n",
"def printKreisOption(kreis):\n",
" print('<option value=\"{kreis}\">{kreis}</option>'.format(kreis = kreis))"
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "33a4b725",
"metadata": {
"execution": {
"iopub.execute_input": "2022-03-09T22:57:42.782340Z",
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"shell.execute_reply": "2022-03-09T22:57:42.800338Z"
}
},
"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",
"printKreisOptions(kreisValues)"
]
},
{
"cell_type": "code",
"execution_count": 16,
"id": "43c2f826",
"metadata": {
"execution": {
"iopub.execute_input": "2022-03-09T22:57:42.803687Z",
"iopub.status.busy": "2022-03-09T22:57:42.803343Z",
"iopub.status.idle": "2022-03-09T22:57:42.804853Z",
"shell.execute_reply": "2022-03-09T22:57:42.805120Z"
}
},
"outputs": [],
"source": [
"import os\n",
"\n",
"\n",
"class IOUtils:\n",
"\n",
" def saveDictAsJson(dict, file):\n",
" IOUtils.ensurePath(file)\n",
" with open(file, 'w') as outfile:\n",
" json.dump(dict, outfile)\n",
"\n",
" @staticmethod\n",
" def ensurePath(file):\n",
" directory = os.path.dirname(file)\n",
" if not os.path.exists(directory):\n",
" os.makedirs(directory)\n"
]
},
{
"cell_type": "code",
"execution_count": 17,
"id": "997a4bdb",
"metadata": {
"execution": {
"iopub.execute_input": "2022-03-09T22:57:42.808542Z",
"iopub.status.busy": "2022-03-09T22:57:42.808174Z",
"iopub.status.idle": "2022-03-09T22:57:42.810068Z",
"shell.execute_reply": "2022-03-09T22:57:42.809761Z"
}
},
"outputs": [],
"source": [
"def getIntensiveCareBeds(timeSeries, kreis = None):\n",
" if kreis is not None:\n",
" return timeSeries[timeSeries['Kreis'] == kreis][['date', 'betten_belegt', 'betten_frei', 'Einwohnerzahl']]\n",
" else:\n",
" return timeSeries.groupby('date').agg(**{\n",
" 'betten_belegt': pd.NamedAgg(column = 'betten_belegt', aggfunc = 'sum'),\n",
" 'betten_frei': pd.NamedAgg(column = 'betten_frei', aggfunc = 'sum'),\n",
" 'Einwohnerzahl': pd.NamedAgg(column = 'Einwohnerzahl', aggfunc = 'sum') \n",
" }).reset_index()"
]
},
{
"cell_type": "code",
"execution_count": 18,
"id": "a97f5b2b",
"metadata": {
"execution": {
"iopub.execute_input": "2022-03-09T22:57:42.814448Z",
"iopub.status.busy": "2022-03-09T22:57:42.814093Z",
"iopub.status.idle": "2022-03-09T22:57:42.815550Z",
"shell.execute_reply": "2022-03-09T22:57:42.815825Z"
}
},
"outputs": [],
"source": [
"import json\n",
"\n",
"\n",
"def getAndPersistIntensiveCareBeds(timeSeries, kreis = None):\n",
" intensiveCareBeds = getIntensiveCareBeds(timeSeries, kreis)\n",
" display(kreis)\n",
" _saveAsJson(intensiveCareBeds, _getFilename(kreis))\n",
" return intensiveCareBeds\n",
"\n",
"\n",
"def _saveAsJson(intensiveCareBeds, file):\n",
" IOUtils.saveDictAsJson(\n",
" {\n",
" 'population': int(intensiveCareBeds.iloc[0]['Einwohnerzahl']),\n",
" 'data': _intensiveCareBeds2Dict(intensiveCareBeds),\n",
" },\n",
" file)\n",
"\n",
"\n",
"def _intensiveCareBeds2Dict(intensiveCareBeds):\n",
" df = intensiveCareBeds[['date', 'betten_belegt', 'betten_frei']]\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n",
" return df.to_dict(orient = \"records\")\n",
"\n",
"\n",
"def _getFilename(kreis):\n",
" return '../../docs/data/intensivstationen/intensivstationen-{suffix}.json'.format(suffix = _getSuffix(kreis))\n",
"\n",
"\n",
"def _getSuffix(kreis):\n",
" return kreis if kreis is not None else 'de'\n"
]
},
{
"cell_type": "code",
"execution_count": 19,
"id": "349edd73",
"metadata": {
"execution": {
"iopub.execute_input": "2022-03-09T22:57:42.829589Z",
"iopub.status.busy": "2022-03-09T22:57:42.829224Z",
"iopub.status.idle": "2022-03-09T22:57:42.997680Z",
"shell.execute_reply": "2022-03-09T22:57:42.998048Z"
}
},
"outputs": [
{
"data": {
"text/plain": [
"None"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"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>680</th>\n",
" <td>2022-03-05</td>\n",
" <td>20459</td>\n",
" <td>4174</td>\n",
" <td>82658396.0</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>20858</td>\n",
" <td>4004</td>\n",
" <td>82658396.0</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>685 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",
"680 2022-03-05 20459 4174 82658396.0\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 20858 4004 82658396.0\n",
"\n",
"[685 rows x 4 columns]"
]
},
"execution_count": 19,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"getAndPersistIntensiveCareBeds(timeSeries)"
]
},
{
"cell_type": "code",
"execution_count": 20,
"id": "1b97137f",
"metadata": {
"execution": {
"iopub.execute_input": "2022-03-09T22:57:43.017240Z",
"iopub.status.busy": "2022-03-09T22:57:43.016687Z",
"iopub.status.idle": "2022-03-09T22:57:57.429392Z",
"shell.execute_reply": "2022-03-09T22:57:57.429040Z"
}
},
"outputs": [
{
"data": {
"text/plain": [
"'Ahrweiler'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Aichach-Friedberg'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Alb-Donau-Kreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Altenburger Land'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Altenkirchen (Westerwald)'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Altmarkkreis Salzwedel'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Altötting'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Alzey-Worms'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Amberg'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Amberg-Sulzbach'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Ammerland'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Anhalt-Bitterfeld'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Ansbach'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Aschaffenburg'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Augsburg'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Aurich'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Bad Dürkheim'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Bad Kissingen'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Bad Kreuznach'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Bad Tölz-Wolfratshausen'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Baden-Baden, Stadtkreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Bamberg'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Barnim'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Bautzen'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Bayreuth'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Berchtesgadener Land'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Bergstraße'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Berlin, Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Bernkastel-Wittlich'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Biberach'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Bielefeld, Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Birkenfeld'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Bochum, Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Bodenseekreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Bonn, Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Borken'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Bottrop, Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Brandenburg an der Havel, Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Braunschweig, Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Breisgau-Hochschwarzwald'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Bremen, Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Bremerhaven, Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Burgenlandkreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Böblingen'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Börde'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Calw'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Celle'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Cham'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Chemnitz, Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Cloppenburg'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Coburg'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Cochem-Zell'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Coesfeld'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Cottbus, Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Cuxhaven'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Dachau'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Dahme-Spreewald'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Darmstadt, Wissenschaftsstadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Darmstadt-Dieburg'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Deggendorf'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Delmenhorst, Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Dessau-Roßlau, Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Diepholz'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Dillingen a.d.Donau'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Dingolfing-Landau'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Dithmarschen'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Donau-Ries'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Donnersbergkreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Dortmund, Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Dresden, Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Duisburg, Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Düren'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Düsseldorf, Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Ebersberg'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Eichsfeld'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Eichstätt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Eifelkreis Bitburg-Prüm'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Elbe-Elster'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Emden, Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Emmendingen'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Emsland'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Ennepe-Ruhr-Kreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Enzkreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Erding'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Erfurt, Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Erlangen'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Erlangen-Höchstadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Erzgebirgskreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Essen, Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Esslingen'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Euskirchen'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Flensburg, Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Forchheim'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Frankenthal (Pfalz), kreisfreie Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Frankfurt (Oder), Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Frankfurt am Main, Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Freiburg im Breisgau, Stadtkreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Freising'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Freudenstadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Freyung-Grafenau'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Friesland'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Fulda'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Fürstenfeldbruck'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Fürth'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Garmisch-Partenkirchen'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Gelsenkirchen, Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Gera, Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Germersheim'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Gießen'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Gifhorn'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Goslar'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Gotha'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Grafschaft Bentheim'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Greiz'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Groß-Gerau'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Göppingen'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Görlitz'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Göttingen'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Günzburg'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Gütersloh'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Hagen, Stadt der FernUniversität'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Halle (Saale), Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Hamburg, Freie und Hansestadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Hameln-Pyrmont'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Hamm, Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Harburg'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Harz'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Havelland'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Haßberge'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Heidekreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Heidelberg, Stadtkreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Heidenheim'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Heilbronn'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Heilbronn, Stadtkreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Heinsberg'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Helmstedt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Herford'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Herne, Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Hersfeld-Rotenburg'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Herzogtum Lauenburg'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Hildburghausen'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Hildesheim'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Hochsauerlandkreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Hochtaunuskreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Hof'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Hohenlohekreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Holzminden'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Höxter'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Ilm-Kreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Ingolstadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Jena, Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Jerichower Land'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Kaiserslautern'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Kaiserslautern, kreisfreie Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Karlsruhe'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Karlsruhe, Stadtkreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Kassel'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Kassel, documenta-Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Kaufbeuren'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Kelheim'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Kempten (Allgäu)'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Kiel, Landeshauptstadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Kitzingen'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Kleve'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Koblenz, kreisfreie Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Konstanz'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Krefeld, Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Kronach'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Kulmbach'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Kusel'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Kyffhäuserkreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Köln, Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Lahn-Dill-Kreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Landau in der Pfalz, kreisfreie Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Landkreis Rostock'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Landsberg am Lech'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Landshut'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Leer'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Leipzig'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Leipzig, Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Leverkusen, Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Lichtenfels'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Limburg-Weilburg'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Lindau (Bodensee)'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Lippe'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Ludwigsburg'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Ludwigshafen am Rhein, kreisfreie Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Ludwigslust-Parchim'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Lörrach'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Lübeck, Hansestadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Lüchow-Dannenberg'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Lüneburg'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Magdeburg, Landeshauptstadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Main-Kinzig-Kreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Main-Spessart'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Main-Tauber-Kreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Main-Taunus-Kreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Mainz, kreisfreie Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Mainz-Bingen'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Mannheim, Stadtkreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Mansfeld-Südharz'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Marburg-Biedenkopf'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Mayen-Koblenz'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Mecklenburgische Seenplatte'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Meißen'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Memmingen'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Merzig-Wadern'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Mettmann'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Miesbach'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Miltenberg'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Minden-Lübbecke'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Mittelsachsen'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Märkisch-Oderland'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Märkischer Kreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Mönchengladbach, Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Mühldorf a.Inn'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Mülheim an der Ruhr, Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'München'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'München, Landeshauptstadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Münster, Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Neckar-Odenwald-Kreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Neu-Ulm'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Neuburg-Schrobenhausen'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Neumarkt i.d.OPf.'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Neumünster, Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Neunkirchen'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Neustadt a.d.Aisch-Bad Windsheim'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Neustadt an der Weinstraße, kreisfreie Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Neuwied'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Nienburg (Weser)'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Nordfriesland'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Nordhausen'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Nordsachsen'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Nordwestmecklenburg'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Northeim'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Nürnberg'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Nürnberger Land'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Oberallgäu'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Oberbergischer Kreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Oberhausen, Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Oberhavel'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Oberspreewald-Lausitz'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Odenwaldkreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Oder-Spree'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Offenbach'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Offenbach am Main, Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Oldenburg'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Oldenburg (Oldenburg), Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Olpe'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Ortenaukreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Osnabrück'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Osnabrück, Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Ostalbkreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Ostallgäu'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Osterholz'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Ostholstein'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Ostprignitz-Ruppin'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Paderborn'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Passau'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Peine'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Pfaffenhofen a.d.Ilm'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Pforzheim, Stadtkreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Pinneberg'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Pirmasens, kreisfreie Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Plön'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Potsdam, Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Potsdam-Mittelmark'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Prignitz'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Rastatt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Ravensburg'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Recklinghausen'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Regen'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Regensburg'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Region Hannover'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Regionalverband Saarbrücken'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Rems-Murr-Kreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Remscheid, Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Rendsburg-Eckernförde'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Reutlingen'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Rhein-Erft-Kreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Rhein-Hunsrück-Kreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Rhein-Kreis Neuss'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Rhein-Lahn-Kreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Rhein-Neckar-Kreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Rhein-Sieg-Kreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Rheingau-Taunus-Kreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Rheinisch-Bergischer Kreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Rhön-Grabfeld'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Rosenheim'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Rostock'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Rotenburg (Wümme)'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Roth'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Rottal-Inn'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Rottweil'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Saale-Holzland-Kreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Saale-Orla-Kreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Saalekreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Saalfeld-Rudolstadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Saarlouis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Saarpfalz-Kreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Salzgitter, Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Salzlandkreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Schaumburg'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Schleswig-Flensburg'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Schmalkalden-Meiningen'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Schwabach'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Schwalm-Eder-Kreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Schwandorf'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Schwarzwald-Baar-Kreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Schweinfurt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Schwerin'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Schwäbisch Hall'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Segeberg'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Siegen-Wittgenstein'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Sigmaringen'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Soest'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Solingen, Klingenstadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Sonneberg'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Speyer, kreisfreie Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Spree-Neiße'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'St. Wendel'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Stade'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Starnberg'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Steinburg'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Steinfurt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Stendal'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Stormarn'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Straubing'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Straubing-Bogen'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Stuttgart, Stadtkreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Städteregion Aachen'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Suhl, Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Sächsische Schweiz-Osterzgebirge'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Sömmerda'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Südliche Weinstraße'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Südwestpfalz'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Teltow-Fläming'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Tirschenreuth'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Traunstein'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Trier, kreisfreie Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Trier-Saarburg'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Tuttlingen'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Tübingen'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Uckermark'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Uelzen'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Ulm, Stadtkreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Unna'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Unstrut-Hainich-Kreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Unterallgäu'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Vechta'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Verden'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Viersen'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Vogelsbergkreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Vogtlandkreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Vorpommern-Greifswald'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Vorpommern-Rügen'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Vulkaneifel'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Waldeck-Frankenberg'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Waldshut'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Warendorf'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Wartburgkreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Weiden i.d.OPf.'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Weilheim-Schongau'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Weimar, Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Weimarer Land'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Weißenburg-Gunzenhausen'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Werra-Meißner-Kreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Wesel'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Wesermarsch'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Westerwaldkreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Wetteraukreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Wiesbaden, Landeshauptstadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Wilhelmshaven, Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Wittenberg'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Wittmund'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Wolfenbüttel'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Wolfsburg, Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Worms, kreisfreie Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Wunsiedel i.Fichtelgebirge'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Wuppertal, Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Würzburg'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Zollernalbkreis'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Zweibrücken, kreisfreie Stadt'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
},
{
"data": {
"text/plain": [
"'Zwickau'"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_42771/2427001320.py:22: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
"Try using .loc[row_indexer,col_indexer] = value instead\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" df['date'] = df['date'].dt.strftime('%Y-%m-%d')\n"
]
}
],
"source": [
"for kreis in kreisValues:\n",
" getAndPersistIntensiveCareBeds(timeSeries, kreis)"
]
},
{
"cell_type": "code",
"execution_count": 21,
"id": "0218cdb4",
"metadata": {
"execution": {
"iopub.execute_input": "2022-03-09T22:57:57.432959Z",
"iopub.status.busy": "2022-03-09T22:57:57.432587Z",
"iopub.status.idle": "2022-03-09T22:57:57.434073Z",
"shell.execute_reply": "2022-03-09T22:57:57.434365Z"
}
},
"outputs": [],
"source": [
"def publish():\n",
" ! git add -A\n",
" ! git commit -m \"updating data\"\n",
" ! git push"
]
},
{
"cell_type": "code",
"execution_count": 22,
"id": "5f173c2b",
"metadata": {
"execution": {
"iopub.execute_input": "2022-03-09T22:57:57.437325Z",
"iopub.status.busy": "2022-03-09T22:57:57.436964Z",
"iopub.status.idle": "2022-03-09T22:57:57.438967Z",
"shell.execute_reply": "2022-03-09T22:57:57.438604Z"
}
},
"outputs": [],
"source": [
"# publish()"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.9.7"
}
},
"nbformat": 4,
"nbformat_minor": 5
}