From 3424474f497af35994cf026bace9cb98fcf31e46 Mon Sep 17 00:00:00 2001 From: frankknoll Date: Fri, 11 Mar 2022 09:15:49 +0100 Subject: [PATCH] updating data --- src/intensivstationen/Intensivstationen.ipynb | 4673 ++++++++++++++++- 1 file changed, 4645 insertions(+), 28 deletions(-) diff --git a/src/intensivstationen/Intensivstationen.ipynb b/src/intensivstationen/Intensivstationen.ipynb index f5705f3b171..abdb791a4b8 100644 --- a/src/intensivstationen/Intensivstationen.ipynb +++ b/src/intensivstationen/Intensivstationen.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "id": "9de5907f-18f5-4cb1-903e-26028ff1fa03", "metadata": {}, "outputs": [], @@ -17,7 +17,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "id": "dfa836ec", "metadata": {}, "outputs": [], @@ -27,7 +27,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "id": "79de4057", "metadata": {}, "outputs": [], @@ -87,10 +87,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "id": "336f56e6", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "lastUpdatedIntensivstationen: 2022-03-10 12:38:00\n", + "lastUpdatedOriginal: 2022-03-10 12:38:00\n", + "needsUpdate: False\n" + ] + } + ], "source": [ "dateProvider = DateProvider()\n", "print('lastUpdatedIntensivstationen:', dateProvider.getLastUpdatedIntensivstationen())\n", @@ -101,7 +111,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "id": "03784154", "metadata": {}, "outputs": [], @@ -121,7 +131,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "id": "63be303c", "metadata": {}, "outputs": [], @@ -131,7 +141,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "id": "d021de84", "metadata": {}, "outputs": [], @@ -162,10 +172,154 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "id": "3f992231", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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datebundeslandgemeindeschluesselbetten_freibetten_belegt
02020-04-2401010014038
2672020-04-24090947199
2662020-04-2409094641723
2652020-04-240909463925
2642020-04-2409094621251
..................
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" + ], + "text/plain": [ + " date bundesland gemeindeschluessel betten_frei betten_belegt\n", + "0 2020-04-24 01 01001 40 38\n", + "267 2020-04-24 09 09471 9 9\n", + "266 2020-04-24 09 09464 17 23\n", + "265 2020-04-24 09 09463 9 25\n", + "264 2020-04-24 09 09462 12 51\n", + "... ... ... ... ... ...\n", + "271211 2022-03-10 06 06437 1 125\n", + "271210 2022-03-10 06 06436 6 20\n", + "271209 2022-03-10 06 06435 9 74\n", + "271207 2022-03-10 06 06433 2 21\n", + "271480 2022-03-10 16 16077 7 25\n", + "\n", + "[271481 rows x 5 columns]" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "timeSeries = readTimeseries(download = needsUpdate)\n", "timeSeries" @@ -173,7 +327,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "id": "2d34c6a4", "metadata": {}, "outputs": [], @@ -201,10 +355,165 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "id": "74ea4d55", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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BundeslandKreisEinwohnerzahl
Key
NaNNaNNaNNaN
01Schleswig-HolsteinNaNNaN
01001Kreisfreie StadtFlensburg, Stadt89934.0
01002Kreisfreie StadtKiel, Landeshauptstadt246601.0
01003Kreisfreie StadtLübeck, Hansestadt215846.0
............
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.NaNNaNNaN
NaNNaNNaNNaN
© Daten (im Auftrag der Herausgebergemeinschaft Statistische Ämter des Bundes und der Länder)NaNNaNNaN
Statistisches Bundesamt (Destatis), 2021NaNNaNNaN
Vervielfältigung und Verbreitung, auch auszugsweise, mit Quellenangabe gestattet.NaNNaNNaN
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" + ], + "text/plain": [ + " Bundesland \\\n", + "Key \n", + "NaN NaN \n", + "01 Schleswig-Holstein \n", + "01001 Kreisfreie Stadt \n", + "01002 Kreisfreie Stadt \n", + "01003 Kreisfreie Stadt \n", + "... ... \n", + "2) Die Ergebnisse ab Berichtsjahr 2016 sind auf... NaN \n", + "NaN NaN \n", + "© Daten (im Auftrag der Herausgebergemeinschaft... NaN \n", + " Statistisches Bundesamt (Destatis), 2021 NaN \n", + " Vervielfältigung und Verbreitung, auch aus... NaN \n", + "\n", + " Kreis \\\n", + "Key \n", + "NaN NaN \n", + "01 NaN \n", + "01001 Flensburg, Stadt \n", + "01002 Kiel, Landeshauptstadt \n", + "01003 Lübeck, Hansestadt \n", + "... ... \n", + "2) Die Ergebnisse ab Berichtsjahr 2016 sind auf... NaN \n", + "NaN NaN \n", + "© Daten (im Auftrag der Herausgebergemeinschaft... NaN \n", + " Statistisches Bundesamt (Destatis), 2021 NaN \n", + " Vervielfältigung und Verbreitung, auch aus... NaN \n", + "\n", + " Einwohnerzahl \n", + "Key \n", + "NaN NaN \n", + "01 NaN \n", + "01001 89934.0 \n", + "01002 246601.0 \n", + "01003 215846.0 \n", + "... ... \n", + "2) Die Ergebnisse ab Berichtsjahr 2016 sind auf... NaN \n", + "NaN NaN \n", + "© Daten (im Auftrag der Herausgebergemeinschaft... NaN \n", + " Statistisches Bundesamt (Destatis), 2021 NaN \n", + " Vervielfältigung und Verbreitung, auch aus... NaN \n", + "\n", + "[488 rows x 3 columns]" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "kreise = readKreise(download = False)\n", "kreise" @@ -212,7 +521,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 11, "id": "af96fb11", "metadata": {}, "outputs": [], @@ -242,10 +551,203 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "id": "62a20115", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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datebundeslandgemeindeschluesselbetten_freibetten_belegtKreisEinwohnerzahlBundesland
02020-04-2401010014038Flensburg, Stadt89934.0Schleswig-Holstein
2672020-04-24090947199Bamberg147497.0Bayern
2662020-04-2409094641723Hof45173.0Bayern
2652020-04-240909463925Coburg40842.0Bayern
2642020-04-2409094621251Bayreuth74048.0Bayern
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2712112022-03-1006064371125Odenwaldkreis96754.0Hessen
2712102022-03-100606436620Main-Taunus-Kreis239264.0Hessen
2712092022-03-100606435974Main-Kinzig-Kreis421689.0Hessen
2712072022-03-100606433221Groß-Gerau275807.0Hessen
2714802022-03-101616077725Altenburger Land88356.0Thüringen
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" + ], + "text/plain": [ + " date bundesland gemeindeschluessel betten_frei betten_belegt \\\n", + "0 2020-04-24 01 01001 40 38 \n", + "267 2020-04-24 09 09471 9 9 \n", + "266 2020-04-24 09 09464 17 23 \n", + "265 2020-04-24 09 09463 9 25 \n", + "264 2020-04-24 09 09462 12 51 \n", + "... ... ... ... ... ... \n", + "271211 2022-03-10 06 06437 1 125 \n", + "271210 2022-03-10 06 06436 6 20 \n", + "271209 2022-03-10 06 06435 9 74 \n", + "271207 2022-03-10 06 06433 2 21 \n", + "271480 2022-03-10 16 16077 7 25 \n", + "\n", + " Kreis Einwohnerzahl Bundesland \n", + "0 Flensburg, Stadt 89934.0 Schleswig-Holstein \n", + "267 Bamberg 147497.0 Bayern \n", + "266 Hof 45173.0 Bayern \n", + "265 Coburg 40842.0 Bayern \n", + "264 Bayreuth 74048.0 Bayern \n", + "... ... ... ... \n", + "271211 Odenwaldkreis 96754.0 Hessen \n", + "271210 Main-Taunus-Kreis 239264.0 Hessen \n", + "271209 Main-Kinzig-Kreis 421689.0 Hessen \n", + "271207 Groß-Gerau 275807.0 Hessen \n", + "271480 Altenburger Land 88356.0 Thüringen \n", + "\n", + "[271481 rows x 8 columns]" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "timeSeries = ColumnsAdder(kreise).addKreisAndBundeslandAndEinwohnerzahlColumns(timeSeries)\n", "timeSeries" @@ -253,10 +755,136 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "id": "356494d3", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "array(['Flensburg, Stadt', 'Bamberg', 'Hof', 'Coburg', 'Bayreuth',\n", + " 'Schwandorf', 'Regensburg', 'Neumarkt i.d.OPf.', 'Cham',\n", + " 'Amberg-Sulzbach', 'Amberg', 'Dingolfing-Landau',\n", + " 'Straubing-Bogen', 'Rottal-Inn', 'Regen', 'Passau', 'Landshut',\n", + " 'Kelheim', 'Weiden i.d.OPf.', 'Forchheim', 'Kronach', 'Kitzingen',\n", + " 'Haßberge', 'Rhön-Grabfeld', 'Bad Kissingen', 'Aschaffenburg',\n", + " 'Würzburg', 'Schweinfurt', 'Weißenburg-Gunzenhausen', 'Roth',\n", + " 'Neustadt a.d.Aisch-Bad Windsheim', 'Nürnberger Land',\n", + " 'Erlangen-Höchstadt', 'Ansbach', 'Nürnberg', 'Fürth', 'Erlangen',\n", + " 'Wunsiedel i.Fichtelgebirge', 'Lichtenfels', 'Kulmbach',\n", + " 'Freyung-Grafenau', 'Miltenberg', 'Deggendorf', 'Bodenseekreis',\n", + " 'Biberach', 'Alb-Donau-Kreis', 'Ulm, Stadtkreis',\n", + " 'Zollernalbkreis', 'Tübingen', 'Reutlingen', 'Waldshut', 'Lörrach',\n", + " 'Ravensburg', 'Konstanz', 'Schwarzwald-Baar-Kreis', 'Rottweil',\n", + " 'Ortenaukreis', 'Emmendingen', 'Breisgau-Hochschwarzwald',\n", + " 'Freiburg im Breisgau, Stadtkreis', 'Freudenstadt', 'Enzkreis',\n", + " 'Calw', 'Tuttlingen', 'Sigmaringen', 'Ingolstadt',\n", + " 'München, Landeshauptstadt', 'Weilheim-Schongau', 'Traunstein',\n", + " 'Starnberg', 'Rosenheim', 'Pfaffenhofen a.d.Ilm',\n", + " 'Neuburg-Schrobenhausen', 'München', 'Mühldorf a.Inn', 'Miesbach',\n", + " 'Landsberg am Lech', 'Garmisch-Partenkirchen', 'Fürstenfeldbruck',\n", + " 'Freising', 'Erding', 'Eichstätt', 'Dachau',\n", + " 'Bad Tölz-Wolfratshausen', 'Berchtesgadener Land', 'Altötting',\n", + " 'Straubing', 'Augsburg', 'Saalekreis', 'Mansfeld-Südharz',\n", + " 'Jerichower Land', 'Harz', 'Burgenlandkreis', 'Börde',\n", + " 'Anhalt-Bitterfeld', 'Altmarkkreis Salzwedel',\n", + " 'Magdeburg, Landeshauptstadt', 'Salzlandkreis',\n", + " 'Halle (Saale), Stadt', 'Nordsachsen', 'Leipzig', 'Leipzig, Stadt',\n", + " 'Sächsische Schweiz-Osterzgebirge', 'Meißen', 'Görlitz', 'Bautzen',\n", + " 'Dresden, Stadt', 'Zwickau', 'Dessau-Roßlau, Stadt', 'Stendal',\n", + " 'Wittenberg', 'Erfurt, Stadt', 'Altenburger Land', 'Greiz',\n", + " 'Saale-Orla-Kreis', 'Saale-Holzland-Kreis', 'Saalfeld-Rudolstadt',\n", + " 'Sonneberg', 'Weimarer Land', 'Ilm-Kreis', 'Hildburghausen',\n", + " 'Sömmerda', 'Gotha', 'Schmalkalden-Meiningen', 'Kyffhäuserkreis',\n", + " 'Unstrut-Hainich-Kreis', 'Wartburgkreis', 'Nordhausen',\n", + " 'Eichsfeld', 'Weimar, Stadt', 'Suhl, Stadt', 'Jena, Stadt',\n", + " 'Gera, Stadt', 'Vogtlandkreis', 'Mittelsachsen', 'Erzgebirgskreis',\n", + " 'Chemnitz, Stadt', 'Brandenburg an der Havel, Stadt',\n", + " 'Berlin, Stadt', 'St. Wendel', 'Saarpfalz-Kreis', 'Saarlouis',\n", + " 'Neunkirchen', 'Merzig-Wadern', 'Regionalverband Saarbrücken',\n", + " 'Oberallgäu', 'Donau-Ries', 'Unterallgäu', 'Ostallgäu',\n", + " 'Lindau (Bodensee)', 'Neu-Ulm', 'Günzburg', 'Dillingen a.d.Donau',\n", + " 'Aichach-Friedberg', 'Memmingen', 'Kempten (Allgäu)', 'Kaufbeuren',\n", + " 'Cottbus, Stadt', 'Pforzheim, Stadtkreis',\n", + " 'Frankfurt (Oder), Stadt', 'Barnim', 'Ludwigslust-Parchim',\n", + " 'Vorpommern-Greifswald', 'Nordwestmecklenburg', 'Vorpommern-Rügen',\n", + " 'Landkreis Rostock', 'Mecklenburgische Seenplatte', 'Schwerin',\n", + " 'Rostock', 'Uckermark', 'Teltow-Fläming', 'Spree-Neiße',\n", + " 'Prignitz', 'Potsdam-Mittelmark', 'Ostprignitz-Ruppin',\n", + " 'Oder-Spree', 'Oberspreewald-Lausitz', 'Oberhavel',\n", + " 'Märkisch-Oderland', 'Havelland', 'Elbe-Elster', 'Dahme-Spreewald',\n", + " 'Potsdam, Stadt', 'Rhein-Neckar-Kreis', 'Main-Spessart',\n", + " 'Mannheim, Stadtkreis', 'Remscheid, Stadt', 'Oberhausen, Stadt',\n", + " 'Mülheim an der Ruhr, Stadt', 'Mönchengladbach, Stadt',\n", + " 'Krefeld, Stadt', 'Essen, Stadt', 'Duisburg, Stadt',\n", + " 'Düsseldorf, Stadt', 'Bremerhaven, Stadt',\n", + " 'Solingen, Klingenstadt', 'Bremen, Stadt', 'Wesermarsch', 'Vechta',\n", + " 'Osnabrück', 'Oldenburg', 'Leer', 'Grafschaft Bentheim',\n", + " 'Friesland', 'Emsland', 'Cloppenburg', 'Wittmund',\n", + " 'Wuppertal, Stadt', 'Kleve', 'Mettmann', 'Steinfurt',\n", + " 'Recklinghausen', 'Coesfeld', 'Borken', 'Münster, Stadt',\n", + " 'Gelsenkirchen, Stadt', 'Bottrop, Stadt', 'Rhein-Sieg-Kreis',\n", + " 'Rheinisch-Bergischer Kreis', 'Oberbergischer Kreis', 'Heinsberg',\n", + " 'Euskirchen', 'Rhein-Erft-Kreis', 'Düren', 'Städteregion Aachen',\n", + " 'Leverkusen, Stadt', 'Köln, Stadt', 'Bonn, Stadt', 'Wesel',\n", + " 'Viersen', 'Rhein-Kreis Neuss', 'Aurich', 'Ammerland',\n", + " 'Wilhelmshaven, Stadt', 'Osnabrück, Stadt', 'Helmstedt', 'Goslar',\n", + " 'Gifhorn', 'Wolfsburg, Stadt', 'Salzgitter, Stadt',\n", + " 'Braunschweig, Stadt', 'Hamburg, Freie und Hansestadt', 'Stormarn',\n", + " 'Steinburg', 'Segeberg', 'Schleswig-Flensburg',\n", + " 'Rendsburg-Eckernförde', 'Plön', 'Pinneberg', 'Ostholstein',\n", + " 'Nordfriesland', 'Herzogtum Lauenburg', 'Dithmarschen',\n", + " 'Neumünster, Stadt', 'Lübeck, Hansestadt', 'Neckar-Odenwald-Kreis',\n", + " 'Northeim', 'Warendorf', 'Peine', 'Göttingen',\n", + " 'Oldenburg (Oldenburg), Stadt', 'Emden, Stadt',\n", + " 'Delmenhorst, Stadt', 'Verden', 'Uelzen', 'Stade', 'Heidekreis',\n", + " 'Rotenburg (Wümme)', 'Osterholz', 'Lüneburg', 'Lüchow-Dannenberg',\n", + " 'Harburg', 'Cuxhaven', 'Celle', 'Schaumburg', 'Nienburg (Weser)',\n", + " 'Holzminden', 'Hildesheim', 'Hameln-Pyrmont', 'Diepholz',\n", + " 'Region Hannover', 'Wolfenbüttel', 'Bielefeld, Stadt',\n", + " 'Kiel, Landeshauptstadt', 'Heidelberg, Stadtkreis', 'Alzey-Worms',\n", + " 'Zweibrücken, kreisfreie Stadt', 'Worms, kreisfreie Stadt',\n", + " 'Speyer, kreisfreie Stadt', 'Pirmasens, kreisfreie Stadt',\n", + " 'Neustadt an der Weinstraße, kreisfreie Stadt',\n", + " 'Mainz, kreisfreie Stadt',\n", + " 'Ludwigshafen am Rhein, kreisfreie Stadt',\n", + " 'Landau in der Pfalz, kreisfreie Stadt', 'Donnersbergkreis',\n", + " 'Kaiserslautern, kreisfreie Stadt', 'Trier-Saarburg',\n", + " 'Vulkaneifel', 'Eifelkreis Bitburg-Prüm', 'Bernkastel-Wittlich',\n", + " 'Trier, kreisfreie Stadt', 'Westerwaldkreis', 'Rhein-Lahn-Kreis',\n", + " 'Rhein-Hunsrück-Kreis', 'Neuwied',\n", + " 'Frankenthal (Pfalz), kreisfreie Stadt', 'Germersheim',\n", + " 'Kaiserslautern', 'Kusel', 'Gütersloh', 'Rastatt', 'Karlsruhe',\n", + " 'Karlsruhe, Stadtkreis', 'Baden-Baden, Stadtkreis', 'Ostalbkreis',\n", + " 'Heidenheim', 'Main-Tauber-Kreis', 'Schwäbisch Hall',\n", + " 'Hohenlohekreis', 'Heilbronn', 'Heilbronn, Stadtkreis',\n", + " 'Rems-Murr-Kreis', 'Ludwigsburg', 'Göppingen', 'Esslingen',\n", + " 'Böblingen', 'Stuttgart, Stadtkreis', 'Südwestpfalz',\n", + " 'Mainz-Bingen', 'Südliche Weinstraße', 'Mayen-Koblenz',\n", + " 'Cochem-Zell', 'Bad Dürkheim', 'Bad Kreuznach', 'Bergstraße',\n", + " 'Wiesbaden, Landeshauptstadt', 'Offenbach am Main, Stadt',\n", + " 'Frankfurt am Main, Stadt', 'Darmstadt, Wissenschaftsstadt',\n", + " 'Unna', 'Soest', 'Siegen-Wittgenstein', 'Märkischer Kreis',\n", + " 'Hochsauerlandkreis', 'Ennepe-Ruhr-Kreis', 'Herne, Stadt',\n", + " 'Hamm, Stadt', 'Hagen, Stadt der FernUniversität',\n", + " 'Dortmund, Stadt', 'Bochum, Stadt', 'Paderborn', 'Minden-Lübbecke',\n", + " 'Lippe', 'Höxter', 'Birkenfeld', 'Darmstadt-Dieburg', 'Groß-Gerau',\n", + " 'Olpe', 'Herford', 'Hochtaunuskreis', 'Ahrweiler',\n", + " 'Koblenz, kreisfreie Stadt', 'Werra-Meißner-Kreis',\n", + " 'Waldeck-Frankenberg', 'Schwalm-Eder-Kreis', 'Kassel',\n", + " 'Hersfeld-Rotenburg', 'Fulda', 'Kassel, documenta-Stadt',\n", + " 'Vogelsbergkreis', 'Altenkirchen (Westerwald)', 'Limburg-Weilburg',\n", + " 'Marburg-Biedenkopf', 'Main-Taunus-Kreis', 'Odenwaldkreis',\n", + " 'Offenbach', 'Main-Kinzig-Kreis', 'Wetteraukreis', 'Gießen',\n", + " 'Lahn-Dill-Kreis', 'Rheingau-Taunus-Kreis', 'Ebersberg',\n", + " 'Schwabach', 'Tirschenreuth'], dtype=object)" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "kreisValues = timeSeries['Kreis'].drop_duplicates().values\n", "kreisValues" @@ -264,7 +892,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 14, "id": "05aa0117", "metadata": {}, "outputs": [], @@ -279,10 +907,401 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 15, "id": "33a4b725", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + 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intensivstationen.html in das select-Element nach \"Alle Landkreise\" einsetzen \n", @@ -291,7 +1310,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 16, "id": "43c2f826", "metadata": {}, "outputs": [], @@ -315,7 +1334,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 17, "id": "997a4bdb", "metadata": {}, "outputs": [], @@ -333,7 +1352,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 18, "id": "a97f5b2b", "metadata": {}, "outputs": [], @@ -373,20 +1392,3618 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 19, "id": "349edd73", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "None" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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datebetten_belegtbetten_freiEinwohnerzahl
02020-04-24192371227082401553.0
12020-04-25191001229082401553.0
22020-04-26186171269482401553.0
32020-04-27188031253782360711.0
42020-04-28193451220782504802.0
...............
6812022-03-0620034448282658396.0
6822022-03-0720294445682658396.0
6832022-03-0820695413182658396.0
6842022-03-0920849400682658396.0
6852022-03-1020788404682658396.0
\n", + "

686 rows × 4 columns

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" + ], + "text/plain": [ + " date betten_belegt betten_frei Einwohnerzahl\n", + "0 2020-04-24 19237 12270 82401553.0\n", + "1 2020-04-25 19100 12290 82401553.0\n", + "2 2020-04-26 18617 12694 82401553.0\n", + "3 2020-04-27 18803 12537 82360711.0\n", + "4 2020-04-28 19345 12207 82504802.0\n", + ".. ... ... ... ...\n", + "681 2022-03-06 20034 4482 82658396.0\n", + "682 2022-03-07 20294 4456 82658396.0\n", + "683 2022-03-08 20695 4131 82658396.0\n", + "684 2022-03-09 20849 4006 82658396.0\n", + "685 2022-03-10 20788 4046 82658396.0\n", + "\n", + "[686 rows x 4 columns]" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "getAndPersistIntensiveCareBeds(timeSeries)" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 20, "id": "1b97137f", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "'Ahrweiler'" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "'Aichach-Friedberg'" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "'Alb-Donau-Kreis'" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "'Altenburger Land'" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "'Altenkirchen (Westerwald)'" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "'Altmarkkreis Salzwedel'" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "'Altötting'" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "'Alzey-Worms'" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "'Amberg'" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + 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