From e0d9cd4ea596beced0761642a381aec0dd699621 Mon Sep 17 00:00:00 2001 From: "Dr. Jan-Philip Gehrcke" Date: Tue, 9 Feb 2021 13:02:23 +0100 Subject: [PATCH] aggregate: 7di with 2 digits (see #369) --- more-data/latest-aggregate.csv | 826 ++++++++++++++--------------- tools/generate-latest-aggregate.py | 21 +- 2 files changed, 427 insertions(+), 420 deletions(-) diff --git a/more-data/latest-aggregate.csv b/more-data/latest-aggregate.csv index 103789e0e742..80e39e4af7a5 100644 --- a/more-data/latest-aggregate.csv +++ b/more-data/latest-aggregate.csv @@ -1,415 +1,415 @@ # {"time_iso8601_last_update_rki": "2021-02-08T17:00:00+0000", "time_iso8601_last_update_rl": "2021-02-09T08:00:00+0000"} ags,county_name,state,population,rl_cases_total,rl_cases_7di,rl_deaths_total,rki_cases_total,rki_cases_7di,rki_deaths_total -1001,SK Flensburg,Schleswig-Holstein,90164,1191,139,23,1191,133,24 -1002,SK Kiel,Schleswig-Holstein,246794,3129,35,74,3129,36,74 -1003,SK Lübeck,Schleswig-Holstein,216530,3916,120,56,3915,108,56 -1004,SK Neumünster,Schleswig-Holstein,80196,1033,47,21,1051,53,20 -1051,LK Dithmarschen,Schleswig-Holstein,133193,1266,15,39,1266,15,39 -1053,LK Herzogtum Lauenburg,Schleswig-Holstein,198019,2717,97,63,2718,98,62 -1054,LK Nordfriesland,Schleswig-Holstein,165951,1786,43,58,1786,45,57 -1055,LK Ostholstein,Schleswig-Holstein,200539,1940,79,43,1947,82,43 -1056,LK Pinneberg,Schleswig-Holstein,316103,6966,96,246,6960,100,246 -1057,LK Plön,Schleswig-Holstein,128686,784,18,20,784,18,20 -1058,LK Rendsburg-Eckernförde,Schleswig-Holstein,274098,2359,25,35,2359,25,35 -1059,LK Schleswig-Flensburg,Schleswig-Holstein,201156,1592,62,44,1581,63,43 -1060,LK Segeberg,Schleswig-Holstein,277175,3844,43,119,3842,40,118 -1061,LK Steinburg,Schleswig-Holstein,131013,1277,46,22,1244,42,21 -1062,LK Stormarn,Schleswig-Holstein,244156,4362,61,180,4363,63,180 -2000,SK Hamburg,Hamburg,1847253,47892,72,1145,47884,62,1148 -3101,SK Braunschweig,Niedersachsen,249406,3525,63,96,3520,60,99 -3102,SK Salzgitter,Niedersachsen,104291,2301,81,46,2301,81,46 -3103,SK Wolfsburg,Niedersachsen,124371,1918,49,66,1928,47,66 -3151,LK Gifhorn,Niedersachsen,176523,3506,54,119,3510,48,120 -3153,LK Goslar,Niedersachsen,136292,1519,80,93,1521,74,75 -3154,LK Helmstedt,Niedersachsen,91297,1415,79,51,1416,84,53 -3155,LK Northeim,Niedersachsen,132285,1374,32,27,1371,31,25 -3157,LK Peine,Niedersachsen,134801,2794,119,58,2795,120,52 -3158,LK Wolfenbüttel,Niedersachsen,119622,1523,69,54,1516,65,51 -3159,LK Göttingen,Niedersachsen,326041,5101,61,184,5026,57,176 -3241,Region Hannover,Niedersachsen,1157115,28092,112,652,27891,111,644 -3251,LK Diepholz,Niedersachsen,217089,4220,44,81,4207,39,80 -3252,LK Hameln-Pyrmont,Niedersachsen,148549,2550,92,63,2536,78,60 -3254,LK Hildesheim,Niedersachsen,275817,5555,88,194,5501,86,196 -3255,LK Holzminden,Niedersachsen,70458,900,46,44,899,42,43 -3256,LK Nienburg (Weser),Niedersachsen,121390,2324,137,80,2322,136,73 -3257,LK Schaumburg,Niedersachsen,157820,2643,62,39,2639,58,39 -3351,LK Celle,Niedersachsen,179011,2418,57,42,2418,50,42 -3352,LK Cuxhaven,Niedersachsen,198038,2620,69,98,2654,91,94 -3353,LK Harburg,Niedersachsen,254431,3900,46,71,3900,46,71 -3354,LK Lüchow-Dannenberg,Niedersachsen,48412,473,33,17,472,30,17 -3355,LK Lüneburg,Niedersachsen,184139,1800,39,37,1797,29,37 -3356,LK Osterholz,Niedersachsen,113928,1665,30,47,1673,23,49 -3357,LK Rotenburg (Wümme),Niedersachsen,163782,2301,29,69,2318,25,70 -3358,LK Heidekreis,Niedersachsen,140673,2082,24,86,2082,24,86 -3359,LK Stade,Niedersachsen,204512,2810,44,92,2809,36,93 -3360,LK Uelzen,Niedersachsen,92389,1198,163,46,1196,164,44 -3361,LK Verden,Niedersachsen,137133,2539,21,37,2543,23,37 -3401,SK Delmenhorst,Niedersachsen,77559,2155,70,46,2159,63,47 -3402,SK Emden,Niedersachsen,49913,516,36,6,518,34,6 -3403,SK Oldenburg,Niedersachsen,169077,2493,39,35,2356,34,35 -3404,SK Osnabrück,Niedersachsen,165251,4087,40,76,4103,41,74 -3405,SK Wilhelmshaven,Niedersachsen,76089,1003,57,37,1005,24,37 -3451,LK Ammerland,Niedersachsen,124859,1688,28,33,1688,29,33 -3452,LK Aurich,Niedersachsen,189694,1968,36,34,1958,32,35 -3453,LK Cloppenburg,Niedersachsen,170682,6659,127,105,6658,107,100 -3454,LK Emsland,Niedersachsen,326954,6788,58,126,6795,53,125 -3455,LK Friesland,Niedersachsen,98704,1000,23,29,1001,21,29 -3456,LK Grafschaft Bentheim,Niedersachsen,137162,3287,72,87,3287,69,87 -3457,LK Leer,Niedersachsen,170756,1734,53,24,1735,51,24 -3458,LK Oldenburg,Niedersachsen,130890,3237,30,89,3139,35,97 -3459,LK Osnabrück,Niedersachsen,358080,10363,69,261,10251,51,235 -3460,LK Vechta,Niedersachsen,142814,5129,186,72,5124,186,63 -3461,LK Wesermarsch,Niedersachsen,88583,1568,130,46,1557,121,45 -3462,LK Wittmund,Niedersachsen,56926,781,54,25,782,52,25 -4011,SK Bremen,Bremen,567559,14613,63,260,14613,64,260 -4012,SK Bremerhaven,Bremen,113643,1960,168,37,1956,156,33 -5111,SK Düsseldorf,Nordrhein-Westfalen,621877,16268,39,233,16273,52,233 -5112,SK Duisburg,Nordrhein-Westfalen,498686,18139,67,499,18158,63,496 -5113,SK Essen,Nordrhein-Westfalen,582760,16853,76,406,17073,78,396 -5114,SK Krefeld,Nordrhein-Westfalen,227417,6838,68,114,6838,63,114 -5116,SK Mönchengladbach,Nordrhein-Westfalen,261034,7204,50,178,7202,47,178 -5117,SK Mülheim a.d.Ruhr,Nordrhein-Westfalen,170632,5341,72,183,5312,58,182 -5119,SK Oberhausen,Nordrhein-Westfalen,210764,6991,87,234,6999,52,235 -5120,SK Remscheid,Nordrhein-Westfalen,111338,3421,52,126,3424,55,126 -5122,SK Solingen,Nordrhein-Westfalen,159245,5781,85,128,5775,82,127 -5124,SK Wuppertal,Nordrhein-Westfalen,355100,12248,77,350,12122,79,347 -5154,LK Kleve,Nordrhein-Westfalen,312465,6069,51,126,6151,60,126 -5158,LK Mettmann,Nordrhein-Westfalen,485570,14515,110,524,14560,98,524 -5162,LK Rhein-Kreis Neuss,Nordrhein-Westfalen,451730,10806,54,241,10797,53,237 -5166,LK Viersen,Nordrhein-Westfalen,298863,7690,66,223,7666,64,219 -5170,LK Wesel,Nordrhein-Westfalen,459976,11038,68,179,10980,63,178 -5314,SK Bonn,Nordrhein-Westfalen,329673,8837,73,150,8837,61,150 -5315,SK Köln,Nordrhein-Westfalen,1087863,31594,83,461,31595,72,461 -5316,SK Leverkusen,Nordrhein-Westfalen,163729,4481,74,67,4481,66,67 -5334,StadtRegion Aachen,Nordrhein-Westfalen,557026,17191,58,430,17095,41,427 -5358,LK Düren,Nordrhein-Westfalen,264638,8520,66,219,8534,68,219 -5362,LK Rhein-Erft-Kreis,Nordrhein-Westfalen,470615,11171,75,290,11165,73,282 -5366,LK Euskirchen,Nordrhein-Westfalen,193656,4843,81,176,4811,75,176 -5370,LK Heinsberg,Nordrhein-Westfalen,255555,8231,76,279,7952,56,275 -5374,LK Oberbergischer Kreis,Nordrhein-Westfalen,272057,7904,86,141,7916,83,141 -5378,LK Rheinisch-Bergischer Kreis,Nordrhein-Westfalen,283271,6936,74,105,6933,71,105 -5382,LK Rhein-Sieg-Kreis,Nordrhein-Westfalen,600764,14800,54,336,14707,55,336 -5512,SK Bottrop,Nordrhein-Westfalen,117565,3703,68,67,3703,63,67 -5513,SK Gelsenkirchen,Nordrhein-Westfalen,259645,9583,78,299,9583,60,299 -5515,SK Münster,Nordrhein-Westfalen,315293,5229,21,96,5242,26,96 -5554,LK Borken,Nordrhein-Westfalen,371339,8264,57,183,8286,56,183 -5558,LK Coesfeld,Nordrhein-Westfalen,220586,3680,36,75,3655,37,72 -5562,LK Recklinghausen,Nordrhein-Westfalen,614137,21024,101,573,20931,100,570 -5566,LK Steinfurt,Nordrhein-Westfalen,448220,9873,53,241,9937,45,238 -5570,LK Warendorf,Nordrhein-Westfalen,277840,7926,69,171,7926,64,171 -5711,SK Bielefeld,Nordrhein-Westfalen,334195,9704,47,253,9702,40,253 -5754,LK Gütersloh,Nordrhein-Westfalen,364938,12898,66,239,13097,61,238 -5758,LK Herford,Nordrhein-Westfalen,250578,6976,77,127,6981,77,127 -5762,LK Höxter,Nordrhein-Westfalen,140251,3660,111,112,3658,98,112 -5766,LK Lippe,Nordrhein-Westfalen,347514,10860,82,256,10842,80,261 -5770,LK Minden-Lübbecke,Nordrhein-Westfalen,310409,9667,59,208,9661,61,207 -5774,LK Paderborn,Nordrhein-Westfalen,307839,6103,63,129,6035,48,128 -5911,SK Bochum,Nordrhein-Westfalen,365587,10030,67,145,10031,69,147 -5913,SK Dortmund,Nordrhein-Westfalen,588250,17365,66,268,17356,63,265 -5914,SK Hagen,Nordrhein-Westfalen,188686,7029,142,189,7026,137,189 -5915,SK Hamm,Nordrhein-Westfalen,179916,6345,87,146,6349,81,147 -5916,SK Herne,Nordrhein-Westfalen,156449,5932,88,167,5933,80,166 -5954,LK Ennepe-Ruhr-Kreis,Nordrhein-Westfalen,324106,8239,93,259,8272,87,255 -5958,LK Hochsauerlandkreis,Nordrhein-Westfalen,259777,5413,84,115,5402,81,115 -5962,LK Märkischer Kreis,Nordrhein-Westfalen,410222,10638,86,214,10638,83,214 -5966,LK Olpe,Nordrhein-Westfalen,133955,3468,75,125,3468,70,122 -5970,LK Siegen-Wittgenstein,Nordrhein-Westfalen,276944,6295,71,111,6304,70,111 -5974,LK Soest,Nordrhein-Westfalen,301785,4947,75,128,4953,72,128 -5978,LK Unna,Nordrhein-Westfalen,394891,12104,70,359,12173,69,357 -6411,SK Darmstadt,Hessen,159878,3712,73,105,3729,58,106 -6412,SK Frankfurt am Main,Hessen,763380,24935,70,530,24948,67,531 -6413,SK Offenbach,Hessen,130280,5373,63,134,5370,56,136 -6414,SK Wiesbaden,Hessen,278474,8325,73,183,8319,76,175 -6431,LK Bergstraße,Hessen,270340,6834,132,258,6724,113,253 -6432,LK Darmstadt-Dieburg,Hessen,297844,7216,62,226,7197,56,227 -6433,LK Groß-Gerau,Hessen,275726,8752,67,197,8767,69,202 -6434,LK Hochtaunuskreis,Hessen,236914,4956,50,135,4957,51,135 -6435,LK Main-Kinzig-Kreis,Hessen,420552,13777,88,400,13824,86,402 -6436,LK Main-Taunus-Kreis,Hessen,238558,5764,50,159,5597,50,136 -6437,LK Odenwaldkreis,Hessen,96703,3037,95,152,3038,88,152 -6438,LK Offenbach,Hessen,355813,11913,87,386,11927,80,376 -6439,LK Rheingau-Taunus-Kreis,Hessen,187160,4728,51,138,4730,52,136 -6440,LK Wetteraukreis,Hessen,308339,8375,112,406,8277,96,380 -6531,LK Gießen,Hessen,270688,8337,88,300,8290,84,303 -6532,LK Lahn-Dill-Kreis,Hessen,253319,6463,128,136,6474,125,130 -6533,LK Limburg-Weilburg,Hessen,171912,5479,73,218,5491,67,216 -6534,LK Marburg-Biedenkopf,Hessen,247084,6257,52,204,6321,55,204 -6535,LK Vogelsbergkreis,Hessen,105643,2407,67,89,2410,67,90 -6611,SK Kassel,Hessen,202137,4869,58,126,4860,56,126 -6631,LK Fulda,Hessen,223145,7667,145,186,7674,133,186 -6632,LK Hersfeld-Rotenburg,Hessen,120719,3128,115,101,3126,113,95 -6633,LK Kassel,Hessen,236764,5005,62,159,4996,61,158 -6634,LK Schwalm-Eder-Kreis,Hessen,179673,4337,101,172,4310,96,174 -6635,LK Waldeck-Frankenberg,Hessen,156406,3906,66,100,3891,49,96 -6636,LK Werra-Meißner-Kreis,Hessen,100629,2152,98,112,2084,85,104 -7111,SK Koblenz,Rheinland-Pfalz,114052,2924,83,103,2940,81,92 -7131,LK Ahrweiler,Rheinland-Pfalz,130086,2695,68,39,2706,63,39 -7132,LK Altenkirchen,Rheinland-Pfalz,128805,2219,52,58,2218,48,56 -7133,LK Bad Kreuznach,Rheinland-Pfalz,158345,3988,96,107,3987,96,107 -7134,LK Birkenfeld,Rheinland-Pfalz,80951,1997,92,67,2000,82,67 -7135,LK Cochem-Zell,Rheinland-Pfalz,61375,1365,48,30,1368,45,30 -7137,LK Mayen-Koblenz,Rheinland-Pfalz,214434,4204,49,123,4203,50,116 -7138,LK Neuwied,Rheinland-Pfalz,182811,4821,69,96,4819,68,94 -7140,LK Rhein-Hunsrück-Kreis,Rheinland-Pfalz,103163,2301,110,63,2294,107,60 -7141,LK Rhein-Lahn-Kreis,Rheinland-Pfalz,122297,2410,74,86,2411,76,86 -7143,LK Westerwaldkreis,Rheinland-Pfalz,201904,4196,71,112,4174,71,113 -7211,SK Trier,Rheinland-Pfalz,111528,1730,41,21,1730,35,19 -7231,LK Bernkastel-Wittlich,Rheinland-Pfalz,112483,1937,31,53,1937,31,53 -7232,LK Bitburg-Prüm,Rheinland-Pfalz,99058,2119,25,19,2106,25,20 -7233,LK Vulkaneifel,Rheinland-Pfalz,60646,1292,93,48,1293,89,48 -7235,LK Trier-Saarburg,Rheinland-Pfalz,149398,2907,60,79,2896,52,77 -7311,SK Frankenthal,Rheinland-Pfalz,48762,1367,55,36,1367,59,36 -7312,SK Kaiserslautern,Rheinland-Pfalz,100030,2307,36,83,2362,39,76 -7313,SK Landau i.d.Pfalz,Rheinland-Pfalz,46881,1068,83,28,1009,68,26 -7314,SK Ludwigshafen,Rheinland-Pfalz,172253,6604,66,252,6605,66,253 -7315,SK Mainz,Rheinland-Pfalz,218578,6530,45,143,6540,43,143 -7316,SK Neustadt a.d.Weinstraße,Rheinland-Pfalz,53264,1157,65,27,1110,63,27 -7317,SK Pirmasens,Rheinland-Pfalz,40231,775,62,49,783,54,49 -7318,SK Speyer,Rheinland-Pfalz,50561,1938,35,65,1937,31,65 -7319,SK Worms,Rheinland-Pfalz,83542,2401,99,77,2401,94,77 -7320,SK Zweibrücken,Rheinland-Pfalz,34193,443,14,3,429,14,3 -7331,LK Alzey-Worms,Rheinland-Pfalz,129687,3173,84,100,3173,74,100 -7332,LK Bad Dürkheim,Rheinland-Pfalz,132671,2981,80,111,3003,74,107 -7333,LK Donnersbergkreis,Rheinland-Pfalz,75325,1510,73,48,1513,69,47 -7334,LK Germersheim,Rheinland-Pfalz,129013,3146,55,92,3144,57,92 -7335,LK Kaiserslautern,Rheinland-Pfalz,105979,2764,110,50,2667,100,48 -7336,LK Kusel,Rheinland-Pfalz,70219,1546,42,57,1547,41,57 -7337,LK Südliche Weinstraße,Rheinland-Pfalz,110521,2342,85,87,2404,69,92 -7338,LK Rhein-Pfalz-Kreis,Rheinland-Pfalz,154609,4414,64,165,4416,61,166 -7339,LK Mainz-Bingen,Rheinland-Pfalz,211417,4933,78,164,4936,67,164 -7340,LK Südwestpfalz,Rheinland-Pfalz,94831,1598,46,59,1648,44,59 -8111,SK Stuttgart,Baden-Württemberg,635911,17989,49,271,17893,48,272 -8115,LK Böblingen,Baden-Württemberg,392807,10636,53,185,10692,42,195 -8116,LK Esslingen,Baden-Württemberg,535024,16000,47,392,15801,60,424 -8117,LK Göppingen,Baden-Württemberg,258145,6965,36,150,6981,36,150 -8118,LK Ludwigsburg,Baden-Württemberg,545423,16419,46,368,16432,42,369 -8119,LK Rems-Murr-Kreis,Baden-Württemberg,427248,12297,37,294,12298,36,295 -8121,SK Heilbronn,Baden-Württemberg,126592,5512,117,99,5512,115,99 -8125,LK Heilbronn,Baden-Württemberg,344456,9386,81,167,9358,76,166 -8126,LK Hohenlohekreis,Baden-Württemberg,112655,2835,132,100,2844,130,101 -8127,LK Schwäbisch Hall,Baden-Württemberg,196761,4956,69,147,4757,69,148 -8128,LK Main-Tauber-Kreis,Baden-Württemberg,132399,3037,64,57,3039,64,57 -8135,LK Heidenheim,Baden-Württemberg,132777,3146,25,126,3149,26,126 -8136,LK Ostalbkreis,Baden-Württemberg,314025,9222,56,235,9084,45,237 -8211,SK Baden-Baden,Baden-Württemberg,55185,1202,30,49,1195,30,46 -8212,SK Karlsruhe,Baden-Württemberg,312060,6196,49,149,6131,49,149 -8215,LK Karlsruhe,Baden-Württemberg,445101,11114,62,371,10963,64,371 -8216,LK Rastatt,Baden-Württemberg,231420,5296,46,113,5242,43,110 -8221,SK Heidelberg,Baden-Württemberg,161485,3686,39,53,3691,35,52 -8222,SK Mannheim,Baden-Württemberg,310658,10188,62,242,10199,63,243 -8225,LK Neckar-Odenwald-Kreis,Baden-Württemberg,143633,4111,69,120,4104,65,120 -8226,LK Rhein-Neckar-Kreis,Baden-Württemberg,548355,14423,66,339,14484,64,331 -8231,SK Pforzheim,Baden-Württemberg,125957,5172,81,142,5099,77,128 -8235,LK Calw,Baden-Württemberg,159201,5454,110,138,5424,109,139 -8236,LK Enzkreis,Baden-Württemberg,199556,6126,50,198,6145,48,201 -8237,LK Freudenstadt,Baden-Württemberg,118243,3245,43,114,3208,29,115 -8311,SK Freiburg i.Breisgau,Baden-Württemberg,231195,5176,44,130,5153,46,128 -8315,LK Breisgau-Hochschwarzwald,Baden-Württemberg,263601,5888,51,150,5851,47,146 -8316,LK Emmendingen,Baden-Württemberg,166408,4055,29,128,4056,27,128 -8317,LK Ortenaukreis,Baden-Württemberg,430953,12259,105,405,12262,96,405 -8325,LK Rottweil,Baden-Württemberg,139878,4725,35,131,4777,63,132 -8326,LK Schwarzwald-Baar-Kreis,Baden-Württemberg,212506,5910,76,158,5916,75,160 -8327,LK Tuttlingen,Baden-Württemberg,140766,4528,90,103,4531,90,104 -8335,LK Konstanz,Baden-Württemberg,286305,6474,64,210,6424,61,206 -8336,LK Lörrach,Baden-Württemberg,228736,7025,65,220,7030,66,221 -8337,LK Waldshut,Baden-Württemberg,171003,4940,121,157,4749,109,151 -8415,LK Reutlingen,Baden-Württemberg,287034,8594,44,228,8606,43,221 -8416,LK Tübingen,Baden-Württemberg,228678,5971,30,155,5913,31,156 -8417,LK Zollernalbkreis,Baden-Württemberg,189363,5187,62,132,5187,62,132 -8421,SK Ulm,Baden-Württemberg,126790,3350,63,52,3335,62,52 -8425,LK Alb-Donau-Kreis,Baden-Württemberg,197076,5300,73,132,5218,74,133 -8426,LK Biberach,Baden-Württemberg,201282,4536,80,115,4531,76,113 -8435,LK Bodenseekreis,Baden-Württemberg,217470,4562,76,125,4593,76,127 -8436,LK Ravensburg,Baden-Württemberg,285424,6497,68,103,6362,63,92 -8437,LK Sigmaringen,Baden-Württemberg,130849,2919,86,60,2872,65,58 -9161,SK Ingolstadt,Bayern,137392,4005,30,87,4005,30,87 -9162,SK München,Bayern,1484226,52385,46,1010,52362,41,1012 -9163,SK Rosenheim,Bayern,63551,2774,48,51,2774,50,51 -9171,LK Altötting,Bayern,111516,3675,110,157,3686,104,156 -9172,LK Berchtesgadener Land,Bayern,105929,4045,114,89,4047,108,89 -9173,LK Bad Tölz-Wolfratshausen,Bayern,127917,3359,67,49,3359,61,49 -9174,LK Dachau,Bayern,154899,5598,49,111,5603,52,107 -9175,LK Ebersberg,Bayern,143649,4581,51,143,4580,50,142 -9176,LK Eichstätt,Bayern,132881,3278,27,67,3263,27,67 -9177,LK Erding,Bayern,138182,5066,44,79,4895,36,79 -9178,LK Freising,Bayern,180007,5317,72,104,5463,77,102 -9179,LK Fürstenfeldbruck,Bayern,219311,6866,54,116,6807,53,117 -9180,LK Garmisch-Partenkirchen,Bayern,88424,2704,85,73,2408,68,72 -9181,LK Landsberg a.Lech,Bayern,120302,2854,48,37,2862,54,38 -9182,LK Miesbach,Bayern,100010,3028,49,49,3026,49,52 -9183,LK Mühldorf a.Inn,Bayern,115872,4304,131,110,4326,131,113 -9184,LK München,Bayern,350473,10697,64,211,11085,57,207 -9185,LK Neuburg-Schrobenhausen,Bayern,97303,2708,22,61,2646,22,59 -9186,LK Pfaffenhofen a.d.Ilm,Bayern,128227,3663,42,143,3665,37,143 -9187,LK Rosenheim,Bayern,261330,10200,67,408,10204,66,411 -9188,LK Starnberg,Bayern,136667,3565,42,115,3561,33,77 -9189,LK Traunstein,Bayern,177319,7098,113,188,7103,112,188 -9190,LK Weilheim-Schongau,Bayern,135478,3086,60,45,3089,48,45 -9261,SK Landshut,Bayern,73411,2577,95,81,2578,92,81 -9262,SK Passau,Bayern,52803,2582,124,102,2577,121,100 -9263,SK Straubing,Bayern,47791,1466,31,73,1469,31,73 -9271,LK Deggendorf,Bayern,119478,4098,86,117,4095,87,117 -9272,LK Freyung-Grafenau,Bayern,78362,3312,105,96,3315,102,96 -9273,LK Kelheim,Bayern,123058,3152,43,76,3086,52,76 -9274,LK Landshut,Bayern,159895,4896,60,142,4897,45,145 -9275,LK Passau,Bayern,192656,9342,133,291,9340,133,267 -9276,LK Regen,Bayern,77410,4005,153,142,4031,153,138 -9277,LK Rottal-Inn,Bayern,121502,4950,145,134,4936,144,135 -9278,LK Straubing-Bogen,Bayern,101120,3282,79,111,3293,76,112 -9279,LK Dingolfing-Landau,Bayern,96683,3117,52,71,3131,52,71 -9361,SK Amberg,Bayern,42207,848,99,8,848,99,8 -9362,SK Regensburg,Bayern,153094,4140,26,59,4137,25,59 -9363,SK Weiden i.d.OPf.,Bayern,42743,1849,191,61,1850,189,62 -9371,LK Amberg-Sulzbach,Bayern,103049,2737,63,104,2739,63,104 -9372,LK Cham,Bayern,127998,3571,130,110,3517,95,110 -9373,LK Neumarkt i.d.OPf.,Bayern,134573,4087,63,107,3868,67,105 -9374,LK Neustadt a.d.Waldnaab,Bayern,94450,3626,152,134,3627,142,134 -9375,LK Regensburg,Bayern,194070,4683,70,119,4689,75,120 -9376,LK Schwandorf,Bayern,147872,4388,132,109,4393,112,108 -9377,LK Tirschenreuth,Bayern,72046,3683,390,209,3700,392,204 -9461,SK Bamberg,Bayern,77373,1966,416,85,1965,95,84 -9462,SK Bayreuth,Bayern,74783,2108,143,70,2096,135,69 -9463,SK Coburg,Bayern,41072,1536,109,80,1536,109,80 -9464,SK Hof,Bayern,45825,1997,292,65,1997,283,65 -9471,LK Bamberg,Bayern,147163,3410,-58,95,3422,97,93 -9472,LK Bayreuth,Bayern,103664,3044,148,115,3076,146,115 -9473,LK Coburg,Bayern,86747,3164,64,134,3164,65,134 -9474,LK Forchheim,Bayern,116203,3193,111,91,3165,109,91 -9475,LK Hof,Bayern,94801,3486,266,99,3486,260,100 -9476,LK Kronach,Bayern,66743,2078,62,55,2078,62,55 -9477,LK Kulmbach,Bayern,71566,2057,81,87,2057,81,86 -9478,LK Lichtenfels,Bayern,66776,2133,131,54,2094,110,55 -9479,LK Wunsiedel i.Fichtelgebirge,Bayern,72655,3116,283,137,3117,283,137 -9561,SK Ansbach,Bayern,41798,1236,110,31,1204,105,30 -9562,SK Erlangen,Bayern,112528,2687,29,77,2689,33,78 -9563,SK Fürth,Bayern,128497,4716,38,164,4696,70,165 -9564,SK Nürnberg,Bayern,518370,22348,99,552,22409,92,552 -9565,SK Schwabach,Bayern,40981,1501,43,90,1502,43,90 -9571,LK Ansbach,Bayern,184591,4691,130,117,4624,113,112 -9572,LK Erlangen-Höchstadt,Bayern,137262,3453,53,105,3456,49,107 -9573,LK Fürth,Bayern,117853,3585,62,161,3581,72,165 -9574,LK Nürnberger Land,Bayern,170792,4598,93,159,4592,93,148 -9575,LK Neustadt a.d.Aisch-Bad Windsheim,Bayern,101014,2482,88,58,2484,107,57 -9576,LK Roth,Bayern,126749,3836,55,143,3841,54,144 -9577,LK Weißenburg-Gunzenhausen,Bayern,94734,2539,39,93,2539,35,93 -9661,SK Aschaffenburg,Bayern,71002,2090,191,82,2093,101,82 -9662,SK Schweinfurt,Bayern,53426,1499,50,59,1499,50,54 -9663,SK Würzburg,Bayern,127934,2841,53,91,2844,50,90 -9671,LK Aschaffenburg,Bayern,174200,5495,71,166,5500,70,166 -9672,LK Bad Kissingen,Bayern,103235,2193,110,79,2190,109,79 -9673,LK Rhön-Grabfeld,Bayern,79635,2006,82,62,2012,61,63 -9674,LK Haßberge,Bayern,84384,2337,43,66,2338,41,66 -9675,LK Kitzingen,Bayern,91155,2025,120,64,2032,127,64 -9676,LK Miltenberg,Bayern,128743,4017,141,101,4001,139,103 -9677,LK Main-Spessart,Bayern,126158,3064,30,182,3058,32,182 -9678,LK Schweinfurt,Bayern,115445,3232,48,101,3234,48,104 -9679,LK Würzburg,Bayern,162302,2870,53,47,2872,57,47 -9761,SK Augsburg,Bayern,296582,11808,90,287,11579,82,293 -9762,SK Kaufbeuren,Bayern,44398,1484,65,43,1419,51,44 -9763,SK Kempten,Bayern,69151,1538,-170,35,1538,40,32 -9764,SK Memmingen,Bayern,44100,1162,99,16,1169,104,17 -9771,LK Aichach-Friedberg,Bayern,134655,3403,49,78,3402,37,77 -9772,LK Augsburg,Bayern,253468,7399,44,152,7414,44,152 -9773,LK Dillingen a.d.Donau,Bayern,96562,2475,101,95,2464,99,93 -9774,LK Günzburg,Bayern,127027,4248,49,90,4250,51,91 -9775,LK Neu-Ulm,Bayern,175204,4635,53,99,4640,55,99 -9776,LK Lindau,Bayern,81981,2201,69,46,2202,53,48 -9777,LK Ostallgäu,Bayern,141182,3688,34,99,3746,32,99 -9778,LK Unterallgäu,Bayern,145341,3900,57,109,3923,57,109 -9779,LK Donau-Ries,Bayern,133783,3546,39,126,3545,38,130 -9780,LK Oberallgäu,Bayern,156008,3562,174,51,3563,48,49 -10041,LK Stadtverband Saarbrücken,Saarland,328714,10509,125,399,10537,123,394 -10042,LK Merzig-Wadern,Saarland,103243,2287,61,34,2340,60,34 -10043,LK Neunkirchen,Saarland,131408,3209,181,74,3207,170,70 -10044,LK Saarlouis,Saarland,194319,5624,112,117,5645,109,116 -10045,LK Saar-Pfalz-Kreis,Saarland,142196,3117,76,87,3043,71,85 -10046,LK Sankt Wendel,Saarland,87007,2183,88,86,2180,88,88 -11000,Berlin,Berlin,3669491,122887,67,2485,122890,61,2486 -11001,SK Berlin Mitte,Berlin,380917,,,,15732,74,232 -11002,SK Berlin Friedrichshain-Kreuzberg,Berlin,290083,,,,10581,61,118 -11003,SK Berlin Pankow,Berlin,409454,,,,10590,68,150 -11004,SK Berlin Charlottenburg-Wilmersdorf,Berlin,342950,,,,10467,50,209 -11005,SK Berlin Spandau,Berlin,244458,,,,9271,68,188 -11006,SK Berlin Steglitz-Zehlendorf,Berlin,308582,,,,9044,52,178 -11007,SK Berlin Tempelhof-Schöneberg,Berlin,351062,,,,12438,63,383 -11008,SK Berlin Neukölln,Berlin,328666,,,,14655,62,307 -11009,SK Berlin Treptow-Köpenick,Berlin,273817,,,,6539,57,147 -11010,SK Berlin Marzahn-Hellersdorf,Berlin,271311,,,,6776,53,175 -11011,SK Berlin Lichtenberg,Berlin,294937,,,,7264,32,168 -11012,SK Berlin Reinickendorf,Berlin,266219,,,,9533,74,231 -12051,SK Brandenburg a.d.Havel,Brandenburg,72184,1431,54,62,1422,54,62 -12052,SK Cottbus,Brandenburg,99678,4055,96,140,4044,97,140 -12053,SK Frankfurt (Oder),Brandenburg,57751,1450,62,76,1451,51,77 -12054,SK Potsdam,Brandenburg,180334,5003,49,206,4680,44,204 -12060,LK Barnim,Brandenburg,185244,3861,73,153,3872,73,154 -12061,LK Dahme-Spreewald,Brandenburg,170791,4794,118,177,4810,101,179 -12062,LK Elbe-Elster,Brandenburg,101827,4600,105,163,4602,105,163 -12063,LK Havelland,Brandenburg,162996,3756,80,114,3762,72,115 -12064,LK Märkisch-Oderland,Brandenburg,195751,4466,50,206,4470,59,204 -12065,LK Oberhavel,Brandenburg,212914,5115,145,149,5128,123,150 -12066,LK Oberspreewald-Lausitz,Brandenburg,109371,5084,180,213,5093,182,214 -12067,LK Oder-Spree,Brandenburg,178803,5262,74,233,5251,59,240 -12068,LK Ostprignitz-Ruppin,Brandenburg,98861,3198,114,119,3009,104,105 -12069,LK Potsdam-Mittelmark,Brandenburg,216566,5432,66,139,5432,67,142 -12070,LK Prignitz,Brandenburg,76158,2114,151,102,2077,156,99 -12071,LK Spree-Neiße,Brandenburg,113720,5337,151,161,5322,140,159 -12072,LK Teltow-Fläming,Brandenburg,169997,4324,29,123,4332,68,136 -12073,LK Uckermark,Brandenburg,118947,2526,81,125,2546,76,125 -13003,SK Rostock,Mecklenburg-Vorpommern,209191,1382,30,21,1382,30,21 -13004,SK Schwerin,Mecklenburg-Vorpommern,95653,1467,110,66,1467,110,66 -13071,LK Mecklenburgische Seenplatte,Mecklenburg-Vorpommern,258074,4943,82,98,4943,84,98 -13072,LK Rostock,Mecklenburg-Vorpommern,215794,1780,52,48,1780,49,48 -13073,LK Vorpommern-Rügen,Mecklenburg-Vorpommern,224702,2013,40,49,2013,38,49 -13074,LK Nordwestmecklenburg,Mecklenburg-Vorpommern,157322,1774,42,36,1773,41,36 -13075,LK Vorpommern-Greifswald,Mecklenburg-Vorpommern,235623,4664,183,117,4651,207,128 -13076,LK Ludwigslust-Parchim,Mecklenburg-Vorpommern,211779,3343,88,134,3342,88,133 -14511,SK Chemnitz,Sachsen,246334,9825,72,352,9827,58,353 -14521,LK Erzgebirgskreis,Sachsen,334948,19926,74,579,19934,73,579 -14522,LK Mittelsachsen,Sachsen,304099,14882,135,464,14791,122,464 -14523,LK Vogtlandkreis,Sachsen,225997,10426,152,486,10437,147,482 -14524,LK Zwickau,Sachsen,315002,17041,77,780,17037,72,748 -14612,SK Dresden,Sachsen,556780,21065,84,782,21051,61,782 -14625,LK Bautzen,Sachsen,299758,18294,119,539,18559,105,538 -14626,LK Görlitz,Sachsen,252725,14315,121,830,14334,100,826 -14627,LK Meißen,Sachsen,241717,12282,102,509,12294,106,507 -14628,LK Sächsische Schweiz-Osterzgebirge,Sachsen,245586,14291,149,747,14255,118,744 -14713,SK Leipzig,Sachsen,593145,14415,68,334,14323,62,332 -14729,LK Leipzig,Sachsen,258139,9662,143,210,9628,141,210 -14730,LK Nordsachsen,Sachsen,197741,8421,119,248,8410,100,251 -15001,SK Dessau-Roßlau,Sachsen-Anhalt,80103,1903,171,52,1873,142,52 -15002,SK Halle,Sachsen-Anhalt,238762,6469,131,212,6418,131,206 -15003,SK Magdeburg,Sachsen-Anhalt,237565,3605,49,74,3604,49,74 -15081,LK Altmarkkreis Salzwedel,Sachsen-Anhalt,83173,1341,86,48,1339,73,54 -15082,LK Anhalt-Bitterfeld,Sachsen-Anhalt,158486,3913,137,76,3965,88,76 -15083,LK Börde,Sachsen-Anhalt,170923,3197,67,87,3207,67,84 -15084,LK Burgenlandkreis,Sachsen-Anhalt,178846,6925,197,356,6834,231,354 -15085,LK Harz,Sachsen-Anhalt,213310,4443,84,178,4442,85,178 -15086,LK Jerichower Land,Sachsen-Anhalt,89589,1887,141,94,1887,140,94 -15087,LK Mansfeld-Südharz,Sachsen-Anhalt,134942,3803,100,133,3804,92,133 -15088,LK Saalekreis,Sachsen-Anhalt,183815,5669,79,211,5672,78,210 -15089,LK Salzlandkreis,Sachsen-Anhalt,189125,5332,155,172,5333,159,169 -15090,LK Stendal,Sachsen-Anhalt,111190,2477,54,157,2371,46,137 -15091,LK Wittenberg,Sachsen-Anhalt,124953,4180,120,170,4148,96,169 -16051,SK Erfurt,Thüringen,213981,4665,121,149,4666,119,146 -16052,SK Gera,Thüringen,93125,2833,82,114,2837,78,114 -16053,SK Jena,Thüringen,111343,2726,115,44,2714,113,42 -16054,SK Suhl,Thüringen,36789,1187,190,74,1188,141,76 -16055,SK Weimar,Thüringen,65228,1630,104,84,1627,98,88 -16056,SK Eisenach,Thüringen,42250,917,63,30,908,26,29 -16061,LK Eichsfeld,Thüringen,100006,3758,253,136,3765,228,130 -16062,LK Nordhausen,Thüringen,83416,1559,93,40,1534,94,40 -16063,LK Wartburgkreis,Thüringen,118974,3625,125,122,3506,58,114 -16064,LK Unstrut-Hainich-Kreis,Thüringen,102232,4140,159,173,4142,162,172 -16065,LK Kyffhäuserkreis,Thüringen,74212,1862,91,72,1862,88,72 -16066,LK Schmalkalden-Meiningen,Thüringen,124916,5146,287,177,5153,245,180 -16067,LK Gotha,Thüringen,134908,4203,235,144,3901,211,128 -16068,LK Sömmerda,Thüringen,69427,1985,138,73,1973,131,72 -16069,LK Hildburghausen,Thüringen,63197,3467,219,143,3492,240,146 -16070,LK Ilm-Kreis,Thüringen,106249,3147,144,115,3152,124,115 -16071,LK Weimarer Land,Thüringen,82156,2082,115,40,2063,109,37 -16072,LK Sonneberg,Thüringen,57717,2615,128,124,2616,129,126 -16073,LK Saalfeld-Rudolstadt,Thüringen,103199,4102,108,161,4125,110,165 -16074,LK Saale-Holzland-Kreis,Thüringen,82950,2564,90,68,2565,88,70 -16075,LK Saale-Orla-Kreis,Thüringen,80312,3200,159,65,3206,151,66 -16076,LK Greiz,Thüringen,97398,3376,91,114,3354,85,107 -16077,LK Altenburger Land,Thüringen,89393,4504,154,158,4506,181,158 +1001,SK Flensburg,Schleswig-Holstein,90164,1191,139.8,23,1191,133.1,24 +1002,SK Kiel,Schleswig-Holstein,246794,3129,35.7,74,3129,36.1,74 +1003,SK Lübeck,Schleswig-Holstein,216530,3916,120.1,56,3915,108.5,56 +1004,SK Neumünster,Schleswig-Holstein,80196,1033,47.4,21,1051,53.6,20 +1051,LK Dithmarschen,Schleswig-Holstein,133193,1266,15.8,39,1266,15.8,39 +1053,LK Herzogtum Lauenburg,Schleswig-Holstein,198019,2717,97.5,63,2718,99.0,62 +1054,LK Nordfriesland,Schleswig-Holstein,165951,1786,44.0,58,1786,45.2,57 +1055,LK Ostholstein,Schleswig-Holstein,200539,1940,79.8,43,1947,82.8,43 +1056,LK Pinneberg,Schleswig-Holstein,316103,6966,96.5,246,6960,100.9,246 +1057,LK Plön,Schleswig-Holstein,128686,784,18.6,20,784,18.6,20 +1058,LK Rendsburg-Eckernförde,Schleswig-Holstein,274098,2359,25.5,35,2359,25.5,35 +1059,LK Schleswig-Flensburg,Schleswig-Holstein,201156,1592,62.6,44,1581,63.1,43 +1060,LK Segeberg,Schleswig-Holstein,277175,3844,43.3,119,3842,40.0,118 +1061,LK Steinburg,Schleswig-Holstein,131013,1277,46.6,22,1244,42.7,21 +1062,LK Stormarn,Schleswig-Holstein,244156,4362,61.4,180,4363,63.5,180 +2000,SK Hamburg,Hamburg,1847253,47892,72.0,1145,47884,62.1,1148 +3101,SK Braunschweig,Niedersachsen,249406,3525,63.8,96,3520,60.9,99 +3102,SK Salzgitter,Niedersachsen,104291,2301,81.5,46,2301,81.5,46 +3103,SK Wolfsburg,Niedersachsen,124371,1918,49.0,66,1928,47.4,66 +3151,LK Gifhorn,Niedersachsen,176523,3506,55.0,119,3510,48.7,120 +3153,LK Goslar,Niedersachsen,136292,1519,80.7,93,1521,74.8,75 +3154,LK Helmstedt,Niedersachsen,91297,1415,80.0,51,1416,84.3,53 +3155,LK Northeim,Niedersachsen,132285,1374,32.5,27,1371,31.8,25 +3157,LK Peine,Niedersachsen,134801,2794,119.4,58,2795,120.2,52 +3158,LK Wolfenbüttel,Niedersachsen,119622,1523,69.4,54,1516,65.2,51 +3159,LK Göttingen,Niedersachsen,326041,5101,62.0,184,5026,57.4,176 +3241,Region Hannover,Niedersachsen,1157115,28092,112.9,652,27891,111.7,644 +3251,LK Diepholz,Niedersachsen,217089,4220,44.2,81,4207,39.1,80 +3252,LK Hameln-Pyrmont,Niedersachsen,148549,2550,92.9,63,2536,78.8,60 +3254,LK Hildesheim,Niedersachsen,275817,5555,88.5,194,5501,86.3,196 +3255,LK Holzminden,Niedersachsen,70458,900,46.8,44,899,42.6,43 +3256,LK Nienburg (Weser),Niedersachsen,121390,2324,137.6,80,2322,136.8,73 +3257,LK Schaumburg,Niedersachsen,157820,2643,62.7,39,2639,58.3,39 +3351,LK Celle,Niedersachsen,179011,2418,57.5,42,2418,50.3,42 +3352,LK Cuxhaven,Niedersachsen,198038,2620,69.2,98,2654,91.9,94 +3353,LK Harburg,Niedersachsen,254431,3900,46.8,71,3900,46.8,71 +3354,LK Lüchow-Dannenberg,Niedersachsen,48412,473,33.0,17,472,31.0,17 +3355,LK Lüneburg,Niedersachsen,184139,1800,39.1,37,1797,29.9,37 +3356,LK Osterholz,Niedersachsen,113928,1665,30.7,47,1673,23.7,49 +3357,LK Rotenburg (Wümme),Niedersachsen,163782,2301,29.3,69,2318,25.6,70 +3358,LK Heidekreis,Niedersachsen,140673,2082,24.2,86,2082,24.2,86 +3359,LK Stade,Niedersachsen,204512,2810,45.0,92,2809,36.7,93 +3360,LK Uelzen,Niedersachsen,92389,1198,163.4,46,1196,164.5,44 +3361,LK Verden,Niedersachsen,137133,2539,21.1,37,2543,23.3,37 +3401,SK Delmenhorst,Niedersachsen,77559,2155,70.9,46,2159,63.2,47 +3402,SK Emden,Niedersachsen,49913,516,36.1,6,518,34.1,6 +3403,SK Oldenburg,Niedersachsen,169077,2493,39.0,35,2356,34.9,35 +3404,SK Osnabrück,Niedersachsen,165251,4087,40.5,76,4103,41.8,74 +3405,SK Wilhelmshaven,Niedersachsen,76089,1003,57.8,37,1005,25.0,37 +3451,LK Ammerland,Niedersachsen,124859,1688,28.8,33,1688,29.6,33 +3452,LK Aurich,Niedersachsen,189694,1968,36.9,34,1958,32.2,35 +3453,LK Cloppenburg,Niedersachsen,170682,6659,127.1,105,6658,107.2,100 +3454,LK Emsland,Niedersachsen,326954,6788,58.7,126,6795,53.8,125 +3455,LK Friesland,Niedersachsen,98704,1000,23.3,29,1001,21.3,29 +3456,LK Grafschaft Bentheim,Niedersachsen,137162,3287,72.9,87,3287,70.0,87 +3457,LK Leer,Niedersachsen,170756,1734,53.9,24,1735,51.5,24 +3458,LK Oldenburg,Niedersachsen,130890,3237,30.6,89,3139,35.9,97 +3459,LK Osnabrück,Niedersachsen,358080,10363,69.5,261,10251,51.4,235 +3460,LK Vechta,Niedersachsen,142814,5129,187.0,72,5124,187.0,63 +3461,LK Wesermarsch,Niedersachsen,88583,1568,130.9,46,1557,121.9,45 +3462,LK Wittmund,Niedersachsen,56926,781,54.5,25,782,52.7,25 +4011,SK Bremen,Bremen,567559,14613,63.2,260,14613,64.1,260 +4012,SK Bremerhaven,Bremen,113643,1960,168.9,37,1956,156.6,33 +5111,SK Düsseldorf,Nordrhein-Westfalen,621877,16268,39.1,233,16273,52.3,233 +5112,SK Duisburg,Nordrhein-Westfalen,498686,18139,67.6,499,18158,63.6,496 +5113,SK Essen,Nordrhein-Westfalen,582760,16853,76.5,406,17073,78.4,396 +5114,SK Krefeld,Nordrhein-Westfalen,227417,6838,68.2,114,6838,63.3,114 +5116,SK Mönchengladbach,Nordrhein-Westfalen,261034,7204,51.0,178,7202,47.9,178 +5117,SK Mülheim a.d.Ruhr,Nordrhein-Westfalen,170632,5341,72.1,183,5312,58.6,182 +5119,SK Oberhausen,Nordrhein-Westfalen,210764,6991,87.3,234,6999,52.7,235 +5120,SK Remscheid,Nordrhein-Westfalen,111338,3421,53.0,126,3424,55.7,126 +5122,SK Solingen,Nordrhein-Westfalen,159245,5781,85.4,128,5775,82.3,127 +5124,SK Wuppertal,Nordrhein-Westfalen,355100,12248,77.4,350,12122,80.0,347 +5154,LK Kleve,Nordrhein-Westfalen,312465,6069,51.2,126,6151,60.5,126 +5158,LK Mettmann,Nordrhein-Westfalen,485570,14515,110.4,524,14560,98.2,524 +5162,LK Rhein-Kreis Neuss,Nordrhein-Westfalen,451730,10806,54.7,241,10797,53.6,237 +5166,LK Viersen,Nordrhein-Westfalen,298863,7690,66.2,223,7666,64.6,219 +5170,LK Wesel,Nordrhein-Westfalen,459976,11038,68.9,179,10980,63.3,178 +5314,SK Bonn,Nordrhein-Westfalen,329673,8837,73.7,150,8837,61.9,150 +5315,SK Köln,Nordrhein-Westfalen,1087863,31594,83.3,461,31595,72.1,461 +5316,SK Leverkusen,Nordrhein-Westfalen,163729,4481,74.5,67,4481,66.6,67 +5334,StadtRegion Aachen,Nordrhein-Westfalen,557026,17191,58.4,430,17095,41.1,427 +5358,LK Düren,Nordrhein-Westfalen,264638,8520,66.9,219,8534,68.0,219 +5362,LK Rhein-Erft-Kreis,Nordrhein-Westfalen,470615,11171,75.4,290,11165,73.7,282 +5366,LK Euskirchen,Nordrhein-Westfalen,193656,4843,81.6,176,4811,75.9,176 +5370,LK Heinsberg,Nordrhein-Westfalen,255555,8231,76.3,279,7952,56.4,275 +5374,LK Oberbergischer Kreis,Nordrhein-Westfalen,272057,7904,86.0,141,7916,83.8,141 +5378,LK Rheinisch-Bergischer Kreis,Nordrhein-Westfalen,283271,6936,74.5,105,6933,71.7,105 +5382,LK Rhein-Sieg-Kreis,Nordrhein-Westfalen,600764,14800,54.9,336,14707,55.3,336 +5512,SK Bottrop,Nordrhein-Westfalen,117565,3703,68.0,67,3703,63.8,67 +5513,SK Gelsenkirchen,Nordrhein-Westfalen,259645,9583,79.0,299,9583,60.9,299 +5515,SK Münster,Nordrhein-Westfalen,315293,5229,21.2,96,5242,26.0,96 +5554,LK Borken,Nordrhein-Westfalen,371339,8264,57.9,183,8286,56.8,183 +5558,LK Coesfeld,Nordrhein-Westfalen,220586,3680,36.7,75,3655,37.2,72 +5562,LK Recklinghausen,Nordrhein-Westfalen,614137,21024,101.9,573,20931,101.0,570 +5566,LK Steinfurt,Nordrhein-Westfalen,448220,9873,54.0,241,9937,45.7,238 +5570,LK Warendorf,Nordrhein-Westfalen,277840,7926,69.1,171,7926,64.1,171 +5711,SK Bielefeld,Nordrhein-Westfalen,334195,9704,47.6,253,9702,40.4,253 +5754,LK Gütersloh,Nordrhein-Westfalen,364938,12898,66.6,239,13097,61.4,238 +5758,LK Herford,Nordrhein-Westfalen,250578,6976,77.0,127,6981,77.0,127 +5762,LK Höxter,Nordrhein-Westfalen,140251,3660,111.2,112,3658,98.4,112 +5766,LK Lippe,Nordrhein-Westfalen,347514,10860,82.3,256,10842,80.6,261 +5770,LK Minden-Lübbecke,Nordrhein-Westfalen,310409,9667,59.3,208,9661,61.2,207 +5774,LK Paderborn,Nordrhein-Westfalen,307839,6103,64.0,129,6035,48.1,128 +5911,SK Bochum,Nordrhein-Westfalen,365587,10030,67.8,145,10031,69.8,147 +5913,SK Dortmund,Nordrhein-Westfalen,588250,17365,66.6,268,17356,63.2,265 +5914,SK Hagen,Nordrhein-Westfalen,188686,7029,142.6,189,7026,137.8,189 +5915,SK Hamm,Nordrhein-Westfalen,179916,6345,87.3,146,6349,81.7,147 +5916,SK Herne,Nordrhein-Westfalen,156449,5932,88.2,167,5933,80.5,166 +5954,LK Ennepe-Ruhr-Kreis,Nordrhein-Westfalen,324106,8239,93.5,259,8272,87.6,255 +5958,LK Hochsauerlandkreis,Nordrhein-Westfalen,259777,5413,84.3,115,5402,82.0,115 +5962,LK Märkischer Kreis,Nordrhein-Westfalen,410222,10638,86.8,214,10638,83.4,214 +5966,LK Olpe,Nordrhein-Westfalen,133955,3468,75.4,125,3468,70.9,122 +5970,LK Siegen-Wittgenstein,Nordrhein-Westfalen,276944,6295,71.9,111,6304,70.4,111 +5974,LK Soest,Nordrhein-Westfalen,301785,4947,75.5,128,4953,72.2,128 +5978,LK Unna,Nordrhein-Westfalen,394891,12104,70.7,359,12173,69.9,357 +6411,SK Darmstadt,Hessen,159878,3712,73.8,105,3729,58.8,106 +6412,SK Frankfurt am Main,Hessen,763380,24935,70.1,530,24948,67.3,531 +6413,SK Offenbach,Hessen,130280,5373,63.7,134,5370,56.0,136 +6414,SK Wiesbaden,Hessen,278474,8325,74.0,183,8319,76.5,175 +6431,LK Bergstraße,Hessen,270340,6834,132.1,258,6724,113.9,253 +6432,LK Darmstadt-Dieburg,Hessen,297844,7216,62.5,226,7197,56.1,227 +6433,LK Groß-Gerau,Hessen,275726,8752,67.1,197,8767,69.3,202 +6434,LK Hochtaunuskreis,Hessen,236914,4956,50.6,135,4957,51.1,135 +6435,LK Main-Kinzig-Kreis,Hessen,420552,13777,88.5,400,13824,86.5,402 +6436,LK Main-Taunus-Kreis,Hessen,238558,5764,50.7,159,5597,50.3,136 +6437,LK Odenwaldkreis,Hessen,96703,3037,95.1,152,3038,88.9,152 +6438,LK Offenbach,Hessen,355813,11913,87.7,386,11927,80.7,376 +6439,LK Rheingau-Taunus-Kreis,Hessen,187160,4728,51.3,138,4730,52.9,136 +6440,LK Wetteraukreis,Hessen,308339,8375,112.9,406,8277,97.0,380 +6531,LK Gießen,Hessen,270688,8337,88.7,300,8290,84.2,303 +6532,LK Lahn-Dill-Kreis,Hessen,253319,6463,128.3,136,6474,125.5,130 +6533,LK Limburg-Weilburg,Hessen,171912,5479,73.9,218,5491,67.5,216 +6534,LK Marburg-Biedenkopf,Hessen,247084,6257,52.2,204,6321,55.9,204 +6535,LK Vogelsbergkreis,Hessen,105643,2407,67.2,89,2410,67.2,90 +6611,SK Kassel,Hessen,202137,4869,58.4,126,4860,56.4,126 +6631,LK Fulda,Hessen,223145,7667,145.2,186,7674,134.0,186 +6632,LK Hersfeld-Rotenburg,Hessen,120719,3128,115.1,101,3126,113.5,95 +6633,LK Kassel,Hessen,236764,5005,62.9,159,4996,61.2,158 +6634,LK Schwalm-Eder-Kreis,Hessen,179673,4337,101.3,172,4310,96.8,174 +6635,LK Waldeck-Frankenberg,Hessen,156406,3906,66.5,100,3891,49.9,96 +6636,LK Werra-Meißner-Kreis,Hessen,100629,2152,98.4,112,2084,85.5,104 +7111,SK Koblenz,Rheinland-Pfalz,114052,2924,83.3,103,2940,81.5,92 +7131,LK Ahrweiler,Rheinland-Pfalz,130086,2695,68.4,39,2706,63.8,39 +7132,LK Altenkirchen,Rheinland-Pfalz,128805,2219,52.0,58,2218,48.9,56 +7133,LK Bad Kreuznach,Rheinland-Pfalz,158345,3988,96.6,107,3987,96.6,107 +7134,LK Birkenfeld,Rheinland-Pfalz,80951,1997,92.7,67,2000,82.8,67 +7135,LK Cochem-Zell,Rheinland-Pfalz,61375,1365,48.9,30,1368,45.6,30 +7137,LK Mayen-Koblenz,Rheinland-Pfalz,214434,4204,49.4,123,4203,50.4,116 +7138,LK Neuwied,Rheinland-Pfalz,182811,4821,69.5,96,4819,68.4,94 +7140,LK Rhein-Hunsrück-Kreis,Rheinland-Pfalz,103163,2301,110.5,63,2294,107.6,60 +7141,LK Rhein-Lahn-Kreis,Rheinland-Pfalz,122297,2410,74.4,86,2411,76.9,86 +7143,LK Westerwaldkreis,Rheinland-Pfalz,201904,4196,71.8,112,4174,71.8,113 +7211,SK Trier,Rheinland-Pfalz,111528,1730,41.2,21,1730,35.9,19 +7231,LK Bernkastel-Wittlich,Rheinland-Pfalz,112483,1937,31.1,53,1937,31.1,53 +7232,LK Bitburg-Prüm,Rheinland-Pfalz,99058,2119,25.2,19,2106,25.2,20 +7233,LK Vulkaneifel,Rheinland-Pfalz,60646,1292,94.0,48,1293,89.0,48 +7235,LK Trier-Saarburg,Rheinland-Pfalz,149398,2907,60.9,79,2896,52.9,77 +7311,SK Frankenthal,Rheinland-Pfalz,48762,1367,55.4,36,1367,59.5,36 +7312,SK Kaiserslautern,Rheinland-Pfalz,100030,2307,37.0,83,2362,40.0,76 +7313,SK Landau i.d.Pfalz,Rheinland-Pfalz,46881,1068,83.2,28,1009,68.3,26 +7314,SK Ludwigshafen,Rheinland-Pfalz,172253,6604,66.8,252,6605,66.2,253 +7315,SK Mainz,Rheinland-Pfalz,218578,6530,45.3,143,6540,43.5,143 +7316,SK Neustadt a.d.Weinstraße,Rheinland-Pfalz,53264,1157,65.7,27,1110,63.8,27 +7317,SK Pirmasens,Rheinland-Pfalz,40231,775,62.1,49,783,54.7,49 +7318,SK Speyer,Rheinland-Pfalz,50561,1938,35.6,65,1937,31.6,65 +7319,SK Worms,Rheinland-Pfalz,83542,2401,99.3,77,2401,94.6,77 +7320,SK Zweibrücken,Rheinland-Pfalz,34193,443,14.6,3,429,14.6,3 +7331,LK Alzey-Worms,Rheinland-Pfalz,129687,3173,84.0,100,3173,74.0,100 +7332,LK Bad Dürkheim,Rheinland-Pfalz,132671,2981,80.7,111,3003,74.6,107 +7333,LK Donnersbergkreis,Rheinland-Pfalz,75325,1510,73.0,48,1513,69.0,47 +7334,LK Germersheim,Rheinland-Pfalz,129013,3146,55.8,92,3144,57.4,92 +7335,LK Kaiserslautern,Rheinland-Pfalz,105979,2764,110.4,50,2667,100.0,48 +7336,LK Kusel,Rheinland-Pfalz,70219,1546,42.7,57,1547,41.3,57 +7337,LK Südliche Weinstraße,Rheinland-Pfalz,110521,2342,86.0,87,2404,69.7,92 +7338,LK Rhein-Pfalz-Kreis,Rheinland-Pfalz,154609,4414,64.0,165,4416,61.5,166 +7339,LK Mainz-Bingen,Rheinland-Pfalz,211417,4933,78.0,164,4936,67.2,164 +7340,LK Südwestpfalz,Rheinland-Pfalz,94831,1598,46.4,59,1648,44.3,59 +8111,SK Stuttgart,Baden-Württemberg,635911,17989,49.1,271,17893,48.6,272 +8115,LK Böblingen,Baden-Württemberg,392807,10636,53.7,185,10692,42.5,195 +8116,LK Esslingen,Baden-Württemberg,535024,16000,47.7,392,15801,60.0,424 +8117,LK Göppingen,Baden-Württemberg,258145,6965,36.4,150,6981,36.4,150 +8118,LK Ludwigsburg,Baden-Württemberg,545423,16419,46.4,368,16432,42.9,369 +8119,LK Rems-Murr-Kreis,Baden-Württemberg,427248,12297,37.7,294,12298,36.8,295 +8121,SK Heilbronn,Baden-Württemberg,126592,5512,117.7,99,5512,115.3,99 +8125,LK Heilbronn,Baden-Württemberg,344456,9386,81.9,167,9358,76.1,166 +8126,LK Hohenlohekreis,Baden-Württemberg,112655,2835,132.3,100,2844,130.5,101 +8127,LK Schwäbisch Hall,Baden-Württemberg,196761,4956,69.6,147,4757,69.1,148 +8128,LK Main-Tauber-Kreis,Baden-Württemberg,132399,3037,64.2,57,3039,64.2,57 +8135,LK Heidenheim,Baden-Württemberg,132777,3146,25.6,126,3149,26.4,126 +8136,LK Ostalbkreis,Baden-Württemberg,314025,9222,56.0,235,9084,45.5,237 +8211,SK Baden-Baden,Baden-Württemberg,55185,1202,30.8,49,1195,30.8,46 +8212,SK Karlsruhe,Baden-Württemberg,312060,6196,49.7,149,6131,49.0,149 +8215,LK Karlsruhe,Baden-Württemberg,445101,11114,62.9,371,10963,64.9,371 +8216,LK Rastatt,Baden-Württemberg,231420,5296,46.2,113,5242,43.2,110 +8221,SK Heidelberg,Baden-Württemberg,161485,3686,39.0,53,3691,35.9,52 +8222,SK Mannheim,Baden-Württemberg,310658,10188,62.1,242,10199,63.4,243 +8225,LK Neckar-Odenwald-Kreis,Baden-Württemberg,143633,4111,69.6,120,4104,65.4,120 +8226,LK Rhein-Neckar-Kreis,Baden-Württemberg,548355,14423,66.9,339,14484,64.6,331 +8231,SK Pforzheim,Baden-Württemberg,125957,5172,81.8,142,5099,77.0,128 +8235,LK Calw,Baden-Württemberg,159201,5454,110.5,138,5424,109.9,139 +8236,LK Enzkreis,Baden-Württemberg,199556,6126,50.1,198,6145,48.6,201 +8237,LK Freudenstadt,Baden-Württemberg,118243,3245,44.0,114,3208,29.6,115 +8311,SK Freiburg i.Breisgau,Baden-Württemberg,231195,5176,44.5,130,5153,46.7,128 +8315,LK Breisgau-Hochschwarzwald,Baden-Württemberg,263601,5888,51.6,150,5851,47.0,146 +8316,LK Emmendingen,Baden-Württemberg,166408,4055,29.4,128,4056,27.6,128 +8317,LK Ortenaukreis,Baden-Württemberg,430953,12259,105.1,405,12262,97.0,405 +8325,LK Rottweil,Baden-Württemberg,139878,4725,35.0,131,4777,63.6,132 +8326,LK Schwarzwald-Baar-Kreis,Baden-Württemberg,212506,5910,76.2,158,5916,75.8,160 +8327,LK Tuttlingen,Baden-Württemberg,140766,4528,90.9,103,4531,90.2,104 +8335,LK Konstanz,Baden-Württemberg,286305,6474,64.6,210,6424,61.1,206 +8336,LK Lörrach,Baden-Württemberg,228736,7025,65.1,220,7030,66.0,221 +8337,LK Waldshut,Baden-Württemberg,171003,4940,121.6,157,4749,109.9,151 +8415,LK Reutlingen,Baden-Württemberg,287034,8594,44.2,228,8606,43.5,221 +8416,LK Tübingen,Baden-Württemberg,228678,5971,30.6,155,5913,31.1,156 +8417,LK Zollernalbkreis,Baden-Württemberg,189363,5187,62.8,132,5187,62.8,132 +8421,SK Ulm,Baden-Württemberg,126790,3350,63.1,52,3335,62.3,52 +8425,LK Alb-Donau-Kreis,Baden-Württemberg,197076,5300,73.6,132,5218,74.1,133 +8426,LK Biberach,Baden-Württemberg,201282,4536,81.0,115,4531,76.5,113 +8435,LK Bodenseekreis,Baden-Württemberg,217470,4562,76.3,125,4593,76.3,127 +8436,LK Ravensburg,Baden-Württemberg,285424,6497,68.7,103,6362,63.1,92 +8437,LK Sigmaringen,Baden-Württemberg,130849,2919,86.4,60,2872,65.7,58 +9161,SK Ingolstadt,Bayern,137392,4005,30.6,87,4005,30.6,87 +9162,SK München,Bayern,1484226,52385,46.2,1010,52362,41.9,1012 +9163,SK Rosenheim,Bayern,63551,2774,48.8,51,2774,50.4,51 +9171,LK Altötting,Bayern,111516,3675,110.3,157,3686,104.0,156 +9172,LK Berchtesgadener Land,Bayern,105929,4045,114.2,89,4047,108.6,89 +9173,LK Bad Tölz-Wolfratshausen,Bayern,127917,3359,67.2,49,3359,61.8,49 +9174,LK Dachau,Bayern,154899,5598,49.1,111,5603,52.3,107 +9175,LK Ebersberg,Bayern,143649,4581,51.5,143,4580,50.8,142 +9176,LK Eichstätt,Bayern,132881,3278,27.8,67,3263,27.8,67 +9177,LK Erding,Bayern,138182,5066,44.1,79,4895,36.9,79 +9178,LK Freising,Bayern,180007,5317,72.2,104,5463,77.2,102 +9179,LK Fürstenfeldbruck,Bayern,219311,6866,54.7,116,6807,53.8,117 +9180,LK Garmisch-Partenkirchen,Bayern,88424,2704,86.0,73,2408,69.0,72 +9181,LK Landsberg a.Lech,Bayern,120302,2854,48.2,37,2862,54.0,38 +9182,LK Miesbach,Bayern,100010,3028,49.0,49,3026,49.0,52 +9183,LK Mühldorf a.Inn,Bayern,115872,4304,131.2,110,4326,131.2,113 +9184,LK München,Bayern,350473,10697,64.5,211,11085,57.4,207 +9185,LK Neuburg-Schrobenhausen,Bayern,97303,2708,22.6,61,2646,22.6,59 +9186,LK Pfaffenhofen a.d.Ilm,Bayern,128227,3663,42.1,143,3665,37.4,143 +9187,LK Rosenheim,Bayern,261330,10200,67.7,408,10204,67.0,411 +9188,LK Starnberg,Bayern,136667,3565,42.4,115,3561,33.7,77 +9189,LK Traunstein,Bayern,177319,7098,113.9,188,7103,112.8,188 +9190,LK Weilheim-Schongau,Bayern,135478,3086,60.5,45,3089,48.7,45 +9261,SK Landshut,Bayern,73411,2577,95.3,81,2578,92.6,81 +9262,SK Passau,Bayern,52803,2582,125.0,102,2577,121.2,100 +9263,SK Straubing,Bayern,47791,1466,31.4,73,1469,31.4,73 +9271,LK Deggendorf,Bayern,119478,4098,86.2,117,4095,87.9,117 +9272,LK Freyung-Grafenau,Bayern,78362,3312,105.9,96,3315,102.1,96 +9273,LK Kelheim,Bayern,123058,3152,43.9,76,3086,52.0,76 +9274,LK Landshut,Bayern,159895,4896,60.0,142,4897,45.0,145 +9275,LK Passau,Bayern,192656,9342,133.4,291,9340,133.9,267 +9276,LK Regen,Bayern,77410,4005,153.7,142,4031,153.7,138 +9277,LK Rottal-Inn,Bayern,121502,4950,145.7,134,4936,144.8,135 +9278,LK Straubing-Bogen,Bayern,101120,3282,79.1,111,3293,76.2,112 +9279,LK Dingolfing-Landau,Bayern,96683,3117,52.8,71,3131,52.8,71 +9361,SK Amberg,Bayern,42207,848,99.5,8,848,99.5,8 +9362,SK Regensburg,Bayern,153094,4140,26.8,59,4137,25.5,59 +9363,SK Weiden i.d.OPf.,Bayern,42743,1849,191.8,61,1850,189.5,62 +9371,LK Amberg-Sulzbach,Bayern,103049,2737,63.1,104,2739,63.1,104 +9372,LK Cham,Bayern,127998,3571,130.5,110,3517,95.3,110 +9373,LK Neumarkt i.d.OPf.,Bayern,134573,4087,63.9,107,3868,67.6,105 +9374,LK Neustadt a.d.Waldnaab,Bayern,94450,3626,152.5,134,3627,142.9,134 +9375,LK Regensburg,Bayern,194070,4683,70.1,119,4689,75.2,120 +9376,LK Schwandorf,Bayern,147872,4388,132.6,109,4393,112.3,108 +9377,LK Tirschenreuth,Bayern,72046,3683,390.0,209,3700,392.8,204 +9461,SK Bamberg,Bayern,77373,1966,416.2,85,1965,95.6,84 +9462,SK Bayreuth,Bayern,74783,2108,143.1,70,2096,135.1,69 +9463,SK Coburg,Bayern,41072,1536,109.6,80,1536,109.6,80 +9464,SK Hof,Bayern,45825,1997,292.4,65,1997,283.7,65 +9471,LK Bamberg,Bayern,147163,3410,-58.4,95,3422,97.2,93 +9472,LK Bayreuth,Bayern,103664,3044,148.6,115,3076,146.6,115 +9473,LK Coburg,Bayern,86747,3164,64.6,134,3164,65.7,134 +9474,LK Forchheim,Bayern,116203,3193,111.0,91,3165,109.3,91 +9475,LK Hof,Bayern,94801,3486,266.9,99,3486,260.6,100 +9476,LK Kronach,Bayern,66743,2078,62.9,55,2078,62.9,55 +9477,LK Kulmbach,Bayern,71566,2057,81.0,87,2057,81.0,86 +9478,LK Lichtenfels,Bayern,66776,2133,131.8,54,2094,110.8,55 +9479,LK Wunsiedel i.Fichtelgebirge,Bayern,72655,3116,283.5,137,3117,283.5,137 +9561,SK Ansbach,Bayern,41798,1236,110.0,31,1204,105.3,30 +9562,SK Erlangen,Bayern,112528,2687,29.3,77,2689,33.8,78 +9563,SK Fürth,Bayern,128497,4716,38.9,164,4696,70.8,165 +9564,SK Nürnberg,Bayern,518370,22348,99.3,552,22409,92.8,552 +9565,SK Schwabach,Bayern,40981,1501,43.9,90,1502,43.9,90 +9571,LK Ansbach,Bayern,184591,4691,130.0,117,4624,113.8,112 +9572,LK Erlangen-Höchstadt,Bayern,137262,3453,53.9,105,3456,49.5,107 +9573,LK Fürth,Bayern,117853,3585,62.8,161,3581,72.1,165 +9574,LK Nürnberger Land,Bayern,170792,4598,93.7,159,4592,93.7,148 +9575,LK Neustadt a.d.Aisch-Bad Windsheim,Bayern,101014,2482,88.1,58,2484,107.9,57 +9576,LK Roth,Bayern,126749,3836,55.2,143,3841,54.4,144 +9577,LK Weißenburg-Gunzenhausen,Bayern,94734,2539,39.1,93,2539,35.9,93 +9661,SK Aschaffenburg,Bayern,71002,2090,191.5,82,2093,101.4,82 +9662,SK Schweinfurt,Bayern,53426,1499,50.5,59,1499,50.5,54 +9663,SK Würzburg,Bayern,127934,2841,53.9,91,2844,50.8,90 +9671,LK Aschaffenburg,Bayern,174200,5495,71.2,166,5500,70.0,166 +9672,LK Bad Kissingen,Bayern,103235,2193,110.4,79,2190,109.5,79 +9673,LK Rhön-Grabfeld,Bayern,79635,2006,82.9,62,2012,61.5,63 +9674,LK Haßberge,Bayern,84384,2337,43.9,66,2338,41.5,66 +9675,LK Kitzingen,Bayern,91155,2025,120.7,64,2032,127.3,64 +9676,LK Miltenberg,Bayern,128743,4017,141.4,101,4001,139.0,103 +9677,LK Main-Spessart,Bayern,126158,3064,30.9,182,3058,32.5,182 +9678,LK Schweinfurt,Bayern,115445,3232,48.5,101,3234,48.5,104 +9679,LK Würzburg,Bayern,162302,2870,53.6,47,2872,57.3,47 +9761,SK Augsburg,Bayern,296582,11808,90.4,287,11579,82.6,293 +9762,SK Kaufbeuren,Bayern,44398,1484,65.3,43,1419,51.8,44 +9763,SK Kempten,Bayern,69151,1538,-170.6,35,1538,40.5,32 +9764,SK Memmingen,Bayern,44100,1162,99.8,16,1169,104.3,17 +9771,LK Aichach-Friedberg,Bayern,134655,3403,49.8,78,3402,37.1,77 +9772,LK Augsburg,Bayern,253468,7399,45.0,152,7414,44.2,152 +9773,LK Dillingen a.d.Donau,Bayern,96562,2475,101.5,95,2464,99.4,93 +9774,LK Günzburg,Bayern,127027,4248,49.6,90,4250,51.2,91 +9775,LK Neu-Ulm,Bayern,175204,4635,53.1,99,4640,55.4,99 +9776,LK Lindau,Bayern,81981,2201,69.5,46,2202,53.7,48 +9777,LK Ostallgäu,Bayern,141182,3688,34.7,99,3746,32.6,99 +9778,LK Unterallgäu,Bayern,145341,3900,57.1,109,3923,57.1,109 +9779,LK Donau-Ries,Bayern,133783,3546,39.6,126,3545,38.1,130 +9780,LK Oberallgäu,Bayern,156008,3562,175.0,51,3563,48.1,49 +10041,LK Stadtverband Saarbrücken,Saarland,328714,10509,125.3,399,10537,123.2,394 +10042,LK Merzig-Wadern,Saarland,103243,2287,62.0,34,2340,60.0,34 +10043,LK Neunkirchen,Saarland,131408,3209,181.1,74,3207,170.5,70 +10044,LK Saarlouis,Saarland,194319,5624,112.7,117,5645,109.1,116 +10045,LK Saar-Pfalz-Kreis,Saarland,142196,3117,76.7,87,3043,71.0,85 +10046,LK Sankt Wendel,Saarland,87007,2183,88.5,86,2180,88.5,88 +11000,Berlin,Berlin,3669491,122887,68.0,2485,122890,62.0,2486 +11001,SK Berlin Mitte,Berlin,380917,,,,15732,74.8,232 +11002,SK Berlin Friedrichshain-Kreuzberg,Berlin,290083,,,,10581,61.7,118 +11003,SK Berlin Pankow,Berlin,409454,,,,10590,68.9,150 +11004,SK Berlin Charlottenburg-Wilmersdorf,Berlin,342950,,,,10467,50.7,209 +11005,SK Berlin Spandau,Berlin,244458,,,,9271,68.7,188 +11006,SK Berlin Steglitz-Zehlendorf,Berlin,308582,,,,9044,52.2,178 +11007,SK Berlin Tempelhof-Schöneberg,Berlin,351062,,,,12438,63.8,383 +11008,SK Berlin Neukölln,Berlin,328666,,,,14655,63.0,307 +11009,SK Berlin Treptow-Köpenick,Berlin,273817,,,,6539,57.3,147 +11010,SK Berlin Marzahn-Hellersdorf,Berlin,271311,,,,6776,53.1,175 +11011,SK Berlin Lichtenberg,Berlin,294937,,,,7264,32.5,168 +11012,SK Berlin Reinickendorf,Berlin,266219,,,,9533,74.0,231 +12051,SK Brandenburg a.d.Havel,Brandenburg,72184,1431,54.0,62,1422,54.0,62 +12052,SK Cottbus,Brandenburg,99678,4055,96.3,140,4044,97.3,140 +12053,SK Frankfurt (Oder),Brandenburg,57751,1450,62.3,76,1451,52.0,77 +12054,SK Potsdam,Brandenburg,180334,5003,49.9,206,4680,44.9,204 +12060,LK Barnim,Brandenburg,185244,3861,74.0,153,3872,73.4,154 +12061,LK Dahme-Spreewald,Brandenburg,170791,4794,118.3,177,4810,101.9,179 +12062,LK Elbe-Elster,Brandenburg,101827,4600,105.1,163,4602,105.1,163 +12063,LK Havelland,Brandenburg,162996,3756,80.4,114,3762,72.4,115 +12064,LK Märkisch-Oderland,Brandenburg,195751,4466,50.1,206,4470,59.3,204 +12065,LK Oberhavel,Brandenburg,212914,5115,145.1,149,5128,123.5,150 +12066,LK Oberspreewald-Lausitz,Brandenburg,109371,5084,180.1,213,5093,182.9,214 +12067,LK Oder-Spree,Brandenburg,178803,5262,74.4,233,5251,59.8,240 +12068,LK Ostprignitz-Ruppin,Brandenburg,98861,3198,114.3,119,3009,104.2,105 +12069,LK Potsdam-Mittelmark,Brandenburg,216566,5432,67.0,139,5432,67.4,142 +12070,LK Prignitz,Brandenburg,76158,2114,151.0,102,2077,156.2,99 +12071,LK Spree-Neiße,Brandenburg,113720,5337,151.2,161,5322,140.7,159 +12072,LK Teltow-Fläming,Brandenburg,169997,4324,29.4,123,4332,68.8,136 +12073,LK Uckermark,Brandenburg,118947,2526,81.5,125,2546,76.5,125 +13003,SK Rostock,Mecklenburg-Vorpommern,209191,1382,30.6,21,1382,30.6,21 +13004,SK Schwerin,Mecklenburg-Vorpommern,95653,1467,110.8,66,1467,110.8,66 +13071,LK Mecklenburgische Seenplatte,Mecklenburg-Vorpommern,258074,4943,82.9,98,4943,84.5,98 +13072,LK Rostock,Mecklenburg-Vorpommern,215794,1780,52.8,48,1780,49.6,48 +13073,LK Vorpommern-Rügen,Mecklenburg-Vorpommern,224702,2013,40.0,49,2013,38.3,49 +13074,LK Nordwestmecklenburg,Mecklenburg-Vorpommern,157322,1774,42.6,36,1773,41.3,36 +13075,LK Vorpommern-Greifswald,Mecklenburg-Vorpommern,235623,4664,183.8,117,4651,207.1,128 +13076,LK Ludwigslust-Parchim,Mecklenburg-Vorpommern,211779,3343,88.8,134,3342,88.8,133 +14511,SK Chemnitz,Sachsen,246334,9825,72.3,352,9827,58.0,353 +14521,LK Erzgebirgskreis,Sachsen,334948,19926,74.6,579,19934,73.4,579 +14522,LK Mittelsachsen,Sachsen,304099,14882,135.2,464,14791,123.0,464 +14523,LK Vogtlandkreis,Sachsen,225997,10426,152.2,486,10437,147.3,482 +14524,LK Zwickau,Sachsen,315002,17041,77.8,780,17037,72.1,748 +14612,SK Dresden,Sachsen,556780,21065,84.4,782,21051,61.4,782 +14625,LK Bautzen,Sachsen,299758,18294,119.4,539,18559,105.8,538 +14626,LK Görlitz,Sachsen,252725,14315,121.9,830,14334,100.1,826 +14627,LK Meißen,Sachsen,241717,12282,102.2,509,12294,106.3,507 +14628,LK Sächsische Schweiz-Osterzgebirge,Sachsen,245586,14291,149.0,747,14255,118.1,744 +14713,SK Leipzig,Sachsen,593145,14415,68.8,334,14323,62.5,332 +14729,LK Leipzig,Sachsen,258139,9662,143.7,210,9628,141.4,210 +14730,LK Nordsachsen,Sachsen,197741,8421,119.3,248,8410,100.1,251 +15001,SK Dessau-Roßlau,Sachsen-Anhalt,80103,1903,171.0,52,1873,142.3,52 +15002,SK Halle,Sachsen-Anhalt,238762,6469,131.9,212,6418,131.5,206 +15003,SK Magdeburg,Sachsen-Anhalt,237565,3605,49.7,74,3604,49.7,74 +15081,LK Altmarkkreis Salzwedel,Sachsen-Anhalt,83173,1341,86.6,48,1339,73.3,54 +15082,LK Anhalt-Bitterfeld,Sachsen-Anhalt,158486,3913,137.6,76,3965,88.3,76 +15083,LK Börde,Sachsen-Anhalt,170923,3197,67.9,87,3207,67.3,84 +15084,LK Burgenlandkreis,Sachsen-Anhalt,178846,6925,197.4,356,6834,231.5,354 +15085,LK Harz,Sachsen-Anhalt,213310,4443,84.4,178,4442,85.3,178 +15086,LK Jerichower Land,Sachsen-Anhalt,89589,1887,141.8,94,1887,140.6,94 +15087,LK Mansfeld-Südharz,Sachsen-Anhalt,134942,3803,100.8,133,3804,92.6,133 +15088,LK Saalekreis,Sachsen-Anhalt,183815,5669,79.4,211,5672,78.9,210 +15089,LK Salzlandkreis,Sachsen-Anhalt,189125,5332,156.0,172,5333,159.7,169 +15090,LK Stendal,Sachsen-Anhalt,111190,2477,54.9,157,2371,46.8,137 +15091,LK Wittenberg,Sachsen-Anhalt,124953,4180,120.0,170,4148,96.0,169 +16051,SK Erfurt,Thüringen,213981,4665,121.0,149,4666,119.6,146 +16052,SK Gera,Thüringen,93125,2833,82.7,114,2837,78.4,114 +16053,SK Jena,Thüringen,111343,2726,115.9,44,2714,113.2,42 +16054,SK Suhl,Thüringen,36789,1187,190.3,74,1188,141.3,76 +16055,SK Weimar,Thüringen,65228,1630,104.2,84,1627,98.1,88 +16056,SK Eisenach,Thüringen,42250,917,63.9,30,908,26.0,29 +16061,LK Eichsfeld,Thüringen,100006,3758,254.0,136,3765,229.0,130 +16062,LK Nordhausen,Thüringen,83416,1559,93.5,40,1534,94.7,40 +16063,LK Wartburgkreis,Thüringen,118974,3625,125.2,122,3506,58.0,114 +16064,LK Unstrut-Hainich-Kreis,Thüringen,102232,4140,159.4,173,4142,162.4,172 +16065,LK Kyffhäuserkreis,Thüringen,74212,1862,91.6,72,1862,88.9,72 +16066,LK Schmalkalden-Meiningen,Thüringen,124916,5146,287.4,177,5153,245.8,180 +16067,LK Gotha,Thüringen,134908,4203,235.7,144,3901,211.3,128 +16068,LK Sömmerda,Thüringen,69427,1985,138.3,73,1973,131.1,72 +16069,LK Hildburghausen,Thüringen,63197,3467,219.9,143,3492,240.5,146 +16070,LK Ilm-Kreis,Thüringen,106249,3147,144.0,115,3152,124.2,115 +16071,LK Weimarer Land,Thüringen,82156,2082,115.6,40,2063,109.5,37 +16072,LK Sonneberg,Thüringen,57717,2615,128.2,124,2616,129.9,126 +16073,LK Saalfeld-Rudolstadt,Thüringen,103199,4102,108.5,161,4125,110.5,165 +16074,LK Saale-Holzland-Kreis,Thüringen,82950,2564,90.4,68,2565,88.0,70 +16075,LK Saale-Orla-Kreis,Thüringen,80312,3200,159.4,65,3206,151.9,66 +16076,LK Greiz,Thüringen,97398,3376,91.4,114,3354,85.2,107 +16077,LK Altenburger Land,Thüringen,89393,4504,154.4,158,4506,181.2,158 diff --git a/tools/generate-latest-aggregate.py b/tools/generate-latest-aggregate.py index c5b6b51ac30c..38db518248ae 100644 --- a/tools/generate-latest-aggregate.py +++ b/tools/generate-latest-aggregate.py @@ -193,19 +193,26 @@ def main(): # print(df) # print(df["rl_cases_total"]) - # Write out all numbers as integers after all, including 7di data + # We could write out all numbers as integers after all, including 7di data # (which as of the time of writing is of type float in its csv file): # integer precision is sufficient for 7-day incidence data -- the - # systematic and statistical errors are certainly larger than 1.0. - # df = df.apply(pd.to_numeric, downcast="integer", errors="ignore") - # Note that traditionally pandas did not support NaNs in an integer column. - # But that changed recently, with the Int64 type -- see + # systematic and statistical errors are certainly larger than 1.0. However, + # as discussed in + # https://github.com/jgehrcke/covid-19-germany-gae/issues/369 it's nice to + # have one digit precision, for comparability with other sources. df = + # df.apply(pd.to_numeric, downcast="integer", errors="ignore") Note that + # traditionally pandas did not support NaNs in an integer column. But that + # changed recently, with the Int64 type -- see # https://stackoverflow.com/a/54194908/145400 for c in df.columns: + if "7di" in c: + log.info("do not convert 7di column %s to int", c) + continue + try: df[c] = df[c].astype("Float64").astype("Int64") except Exception as e: - log.info("do not convert column %s to Int64: %s", c, str(e)) + log.info("could not convert column %s to Int64: %s", c, str(e)) pass # print(df) @@ -221,7 +228,7 @@ def main(): log.info("write latest aggregate state to CSV file %s -- df:\n%s", path, df) with open(path, "wb") as f: f.write(f"{headerline}\n".encode("utf-8")) - f.write(df.to_csv().encode("utf-8")) + f.write(df.to_csv(float_format="%.1f").encode("utf-8")) log.info("done writing %s", path)