Als ich vor einigen Tagen einen Blick auf die Corona Zahlen in einzelnen Städten und Kreisen schaute, kam mir aufgrund einiger Auffälligkeiten der Verdacht, dass es eine Korrelation zwischen Ausländeranteil und Gesamtzahl der Fälle geben könnte. Eine kurze Stichprobe aufgrund eines tweets bestätigte den Verdacht.
Neugierig geworden, stellte ich die Corona Fälle 2020 gesamt in insgesamt 401 Städten/Kreisen in Relation zu Einwohnerzahl, Ausländeranteil und Bevölkerungsdichte, wobei ich mich der Einfachheit halber der KORREL Funktion von EXCEL bediente (höhere Werte bedeuten höhere Korrelation:
Korrelationsindex der Corona Fälle und
- Einwohnerzahl 0,195918984
- Ausländeranteil 0,576804378
- Bevölkerungsdichte 0,354679032
die Visualisierungen zeigen dies auch recht deutlich.
Wer näher schauen will, bediene sich der Rohdaten weiter unten.
Ob und welche Kausalität es gibt, ist rein spekulativ. Es mag sein, dass die AHA Regeln nicht in dem Maße verstanden oder akzeptiert werden, engere Familienverbünde Einfluss haben, andere demografische Faktoren einschlägig sind etc. etc.
Jedenfalls sollten – wie immer bei einfachen statistischen Zusammenhängen – keine falschen Schlüsse gezogen werden.
Rohdaten:
| COVID Fälle (%) | Einwohner | Ausländeranteil (%) | Bevölkerungsdichte | |
| Rostock | 0,24% | 215113 | 3,14% | 63 |
| Plön | 0,24% | 128647 | 4,76% | 119 |
| Schleswig-Flensburg | 0,25% | 200025 | 5,21% | 97 |
| Ostholstein | 0,28% | 200581 | 5,70% | 144 |
| Wilhelmshaven, Stadt | 0,29% | 76278 | 9,25% | 711 |
| Rostock, Stadt | 0,29% | 208886 | 6,21% | 1153 |
| Eisenach, Stadt | 0,30% | 42370 | 8,20% | 406 |
| Vorpommern-Rügen | 0,30% | 224684 | 4,17% | 70 |
| Mecklenburgische Seenplatte | 0,31% | 259130 | 3,18% | 47 |
| Dessau-Roßlau, Stadt | 0,31% | 81237 | 5,57% | 327 |
| Steinburg | 0,32% | 131347 | 6,78% | 124 |
| Anhalt-Bitterfeld | 0,32% | 159854 | 3,71% | 109 |
| Stendal | 0,33% | 111982 | 3,57% | 46 |
| Rendsburg-Eckernförde | 0,33% | 272775 | 5,08% | 125 |
| Friesland | 0,33% | 98460 | 4,25% | 162 |
| Altmarkkreis Salzwedel | 0,33% | 83765 | 3,67% | 36 |
| Flensburg, Stadt | 0,34% | 89504 | 14,19% | 1701 |
| Holzminden | 0,35% | 70975 | 7,30% | 101 |
| Ludwigslust-Parchim | 0,35% | 212618 | 5,03% | 44 |
| Wartburgkreis | 0,35% | 123025 | 3,01% | 94 |
| Mansfeld-Südharz | 0,36% | 136249 | 2,88% | 93 |
| Schwerin, Stadt | 0,37% | 95818 | 9,33% | 733 |
| Lüchow-Dannenberg | 0,37% | 48424 | 5,49% | 39 |
| Suhl, Stadt | 0,37% | 34835 | 7,62% | 260 |
| Uelzen | 0,38% | 92572 | 5,75% | 63 |
| Prignitz | 0,38% | 76508 | 4,13% | 36 |
| Nordwestmecklenburg | 0,38% | 156729 | 3,42% | 74 |
| Uckermark | 0,39% | 119552 | 4,22% | 39 |
| Harz | 0,39% | 214446 | 3,02% | 101 |
| Nordfriesland | 0,39% | 165507 | 7,03% | 80 |
| Nordhausen | 0,40% | 83822 | 4,22% | 117 |
| Lüneburg | 0,41% | 183372 | 6,74% | 139 |
| Salzlandkreis | 0,42% | 190560 | 3,18% | 132 |
| Dithmarschen | 0,42% | 133210 | 5,70% | 93 |
| Pirmasens, Stadt | 0,44% | 40403 | 11,68% | 656 |
| Börde | 0,44% | 171734 | 3,27% | 72 |
| Wittmund | 0,45% | 56882 | 4,50% | 87 |
| Stade | 0,46% | 203102 | 8,52% | 161 |
| Kiel, Stadt | 0,46% | 247548 | 11,54% | 2080 |
| Goslar | 0,46% | 137014 | 9,52% | 141 |
| Vorpommern-Greifswald | 0,47% | 236697 | 4,36% | 60 |
| Northeim | 0,47% | 132765 | 6,27% | 104 |
| Leer | 0,48% | 169809 | 7,97% | 157 |
| Helmstedt | 0,48% | 91307 | 6,68% | 135 |
| Brandenburg an der Havel, Stadt | 0,48% | 72124 | 5,26% | 314 |
| Saalekreis | 0,48% | 184582 | 3,65% | 128 |
| Ostprignitz-Ruppin | 0,48% | 99078 | 3,59% | 39 |
| Herzogtum Lauenburg | 0,49% | 197264 | 7,81% | 157 |
| Heidekreis | 0,49% | 139755 | 8,32% | 75 |
| Aurich | 0,49% | 189848 | 5,55% | 147 |
| Kyffhäuserkreis | 0,50% | 75009 | 2,70% | 72 |
| Wittenberg | 0,51% | 125840 | 3,39% | 65 |
| Nienburg (Weser) | 0,51% | 121386 | 8,08% | 87 |
| Lübeck, Stadt | 0,52% | 217198 | 10,12% | 1011 |
| Gifhorn | 0,53% | 175920 | 6,54% | 113 |
| Saalfeld-Rudolstadt | 0,53% | 106356 | 2,78% | 102 |
| Neumünster, Stadt | 0,54% | 79487 | 11,59% | 1119 |
| Segeberg | 0,55% | 276032 | 8,67% | 206 |
| Ammerland | 0,55% | 124071 | 5,97% | 171 |
| Leipzig, Stadt | 0,55% | 587857 | 9,29% | 1992 |
| Wolfenbüttel | 0,55% | 119960 | 5,98% | 165 |
| Märkisch-Oderland | 0,56% | 194328 | 3,15% | 91 |
| Frankfurt (Oder), Stadt | 0,56% | 57873 | 10,41% | 391 |
| Braunschweig, Stadt | 0,57% | 248292 | 10,20% | 1294 |
| Vogelsbergkreis | 0,58% | 105878 | 6,85% | 72 |
| Cuxhaven | 0,58% | 198213 | 6,28% | 96 |
| Wesermarsch | 0,58% | 88624 | 7,82% | 107 |
| Halle (Saale), Stadt | 0,58% | 239257 | 9,48% | 1768 |
| Oldenburg (Oldenburg), Stadt | 0,59% | 168210 | 9,80% | 1640 |
| Gotha | 0,59% | 135452 | 6,20% | 144 |
| Jena, Stadt | 0,59% | 111407 | 9,64% | 970 |
| Emden, Stadt | 0,59% | 50195 | 9,91% | 444 |
| Zweibrücken, Stadt | 0,59% | 34209 | 10,66% | 484 |
| Celle | 0,60% | 178936 | 7,80% | 115 |
| Weimarer Land | 0,60% | 81947 | 3,67% | 102 |
| Erfurt, Stadt | 0,60% | 213699 | 8,14% | 793 |
| Dahme-Spreewald | 0,61% | 169067 | 4,62% | 75 |
| Magdeburg, Stadt | 0,61% | 238697 | 9,35% | 1182 |
| Teltow-Fläming | 0,61% | 168296 | 5,25% | 81 |
| Rotenburg (Wümme) | 0,61% | 163455 | 6,23% | 79 |
| Oberhavel | 0,62% | 211249 | 3,93% | 118 |
| Havelland | 0,62% | 161909 | 4,41% | 94 |
| Burgenlandkreis | 0,62% | 180190 | 5,22% | 126 |
| Oder-Spree | 0,62% | 178658 | 4,19% | 79 |
| Rhein-Lahn-Kreis | 0,63% | 122308 | 8,75% | 156 |
| Soest | 0,63% | 301902 | 9,55% | 227 |
| Weimar, Stadt | 0,64% | 65090 | 9,04% | 772 |
| Saale-Orla-Kreis | 0,64% | 80868 | 3,38% | 70 |
| Sömmerda | 0,66% | 69655 | 2,66% | 86 |
| Hameln-Pyrmont | 0,67% | 148559 | 10,24% | 186 |
| Potsdam-Mittelmark | 0,67% | 214664 | 4,20% | 84 |
| Südwestpfalz | 0,67% | 95113 | 4,18% | 99 |
| Landau in der Pfalz, Stadt | 0,67% | 46677 | 10,18% | 565 |
| Ilm-Kreis | 0,67% | 108742 | 5,84% | 132 |
| Jerichower Land | 0,67% | 89928 | 3,48% | 57 |
| Leipzig | 0,68% | 257763 | 2,38% | 156 |
| Stormarn | 0,68% | 243196 | 7,34% | 319 |
| Cottbus, Stadt | 0,68% | 100219 | 8,46% | 602 |
| Saale-Holzland-Kreis | 0,69% | 83051 | 3,18% | 102 |
| Bad Kissingen | 0,69% | 103218 | 5,64% | 91 |
| Bremerhaven, Stadt | 0,69% | 113634 | 17,96% | 1119 |
| Werra-Meißner-Kreis | 0,69% | 101017 | 7,57% | 98 |
| Bodenseekreis | 0,71% | 216227 | 13,41% | 327 |
| Südliche Weinstraße | 0,71% | 110356 | 7,41% | 173 |
| Unstrut-Hainich-Kreis | 0,71% | 102912 | 3,65% | 104 |
| Wolfsburg, Stadt | 0,72% | 124151 | 15,01% | 608 |
| Schaumburg | 0,72% | 157781 | 8,44% | 234 |
| Pinneberg | 0,73% | 314391 | 10,61% | 476 |
| Osterholz | 0,74% | 113517 | 5,49% | 175 |
| Schmalkalden-Meiningen | 0,74% | 122347 | 3,68% | 100 |
| Waldeck-Frankenberg | 0,74% | 156953 | 8,48% | 85 |
| Harburg | 0,74% | 252776 | 7,56% | 204 |
| Ravensburg | 0,75% | 284285 | 11,16% | 175 |
| Hersfeld-Rotenburg | 0,75% | 120829 | 9,61% | 110 |
| Göttingen | 0,76% | 328074 | 8,48% | 186 |
| Barnim | 0,76% | 182760 | 4,15% | 125 |
| Trier, Stadt | 0,77% | 110636 | 14,02% | 953 |
| Rhein-Hunsrück-Kreis | 0,77% | 102937 | 7,77% | 104 |
| Main-Spessart | 0,77% | 126365 | 7,00% | 95 |
| Eichsfeld | 0,77% | 100380 | 3,49% | 106 |
| Elbe-Elster | 0,78% | 102638 | 2,97% | 54 |
| Hildesheim | 0,79% | 276594 | 8,13% | 228 |
| Kassel | 0,79% | 236633 | 7,13% | 183 |
| Gera, Stadt | 0,79% | 94152 | 6,56% | 612 |
| Altenkirchen (Westerwald) | 0,80% | 128705 | 7,54% | 201 |
| Neustadt an der Weinstraße, Stadt | 0,81% | 53148 | 10,68% | 455 |
| Peine | 0,83% | 133965 | 7,63% | 251 |
| Mayen-Koblenz | 0,83% | 214259 | 7,95% | 262 |
| Oberspreewald-Lausitz | 0,83% | 110476 | 3,52% | 89 |
| Westerwaldkreis | 0,84% | 201597 | 8,72% | 204 |
| Bad Kreuznach | 0,85% | 158080 | 10,37% | 183 |
| Trier-Saarburg | 0,85% | 148945 | 10,46% | 136 |
| Biberach | 0,85% | 199742 | 10,59% | 143 |
| Potsdam, Stadt | 0,85% | 178089 | 8,39% | 958 |
| Donnersbergkreis | 0,86% | 75101 | 7,69% | 117 |
| Paderborn | 0,86% | 306890 | 9,26% | 247 |
| Frankenthal (Pfalz), Stadt | 0,88% | 48561 | 17,32% | 1111 |
| Münster, Stadt | 0,88% | 314319 | 10,52% | 1040 |
| Forchheim | 0,88% | 116099 | 6,77% | 181 |
| Coesfeld | 0,88% | 219929 | 6,42% | 198 |
| Coburg, Stadt | 0,88% | 41249 | 11,14% | 851 |
| Neckar-Odenwald-Kreis | 0,89% | 143535 | 9,92% | 128 |
| Höxter | 0,89% | 140667 | 5,62% | 117 |
| Bad Dürkheim | 0,89% | 132660 | 8,32% | 223 |
| Schwalm-Eder-Kreis | 0,89% | 180222 | 7,25% | 117 |
| Bayreuth | 0,90% | 103656 | 3,80% | 81 |
| Wetteraukreis | 0,91% | 306460 | 12,74% | 280 |
| Nordsachsen | 0,91% | 197673 | 3,97% | 97 |
| Bayreuth, Stadt | 0,91% | 74657 | 12,11% | 1118 |
| Altenburger Land | 0,92% | 90118 | 3,48% | 157 |
| Fulda | 0,92% | 222584 | 9,05% | 162 |
| Rhein-Pfalz-Kreis | 0,93% | 154201 | 10,12% | 507 |
| Bernkastel-Wittlich | 0,93% | 112262 | 9,99% | 96 |
| Karlsruhe, Stadt | 0,93% | 313092 | 18,95% | 1799 |
| Dresden, Stadt | 0,93% | 554649 | 7,57% | 1695 |
| Kitzingen | 0,94% | 90909 | 9,19% | 133 |
| Meißen | 0,94% | 242165 | 3,08% | 166 |
| Bergstraße | 0,95% | 269694 | 13,38% | 376 |
| Main-Tauber-Kreis | 0,95% | 132321 | 9,27% | 102 |
| Vulkaneifel | 0,96% | 60603 | 7,51% | 67 |
| Neuwied | 0,96% | 181941 | 9,47% | 292 |
| Siegen-Wittgenstein | 0,97% | 278210 | 10,73% | 244 |
| Kulmbach | 0,97% | 71845 | 4,95% | 109 |
| Spree-Neiße | 0,97% | 114429 | 3,33% | 69 |
| Aschaffenburg, Stadt | 0,97% | 70527 | 16,75% | 1137 |
| Vogtlandkreis | 0,97% | 227796 | 3,57% | 160 |
| Erlangen-Höchstadt | 0,97% | 136271 | 8,77% | 243 |
| Ahrweiler | 0,98% | 129727 | 9,60% | 165 |
| Saarpfalz-Kreis | 0,99% | 142631 | 9,10% | 340 |
| Bamberg, Stadt | 0,99% | 77592 | 14,89% | 1417 |
| Kleve | 0,99% | 310974 | 14,65% | 253 |
| Bamberg | 0,99% | 147086 | 5,04% | 126 |
| Konstanz | 1,00% | 285325 | 15,05% | 350 |
| Diepholz | 1,00% | 216886 | 8,22% | 109 |
| Region Hannover | 1,00% | 1157624 | 13,75% | 504 |
| Oberallgäu | 1,01% | 155362 | 8,70% | 102 |
| Cochem-Zell | 1,01% | 61587 | 7,33% | 89 |
| Wesel | 1,01% | 459809 | 9,18% | 441 |
| Roth | 1,01% | 126958 | 7,28% | 142 |
| Neustadt an der Aisch-Bad Windsheim | 1,02% | 100364 | 8,17% | 80 |
| Alzey-Worms | 1,02% | 129244 | 9,33% | 221 |
| Worms, Stadt | 1,02% | 83330 | 17,50% | 768 |
| Rhön-Grabfeld | 1,02% | 79690 | 5,00% | 78 |
| Chemnitz, Stadt | 1,02% | 247237 | 8,30% | 1114 |
| Würzburg | 1,02% | 161834 | 6,31% | 168 |
| Emsland | 1,02% | 325657 | 10,93% | 113 |
| Amberg, Stadt | 1,03% | 41970 | 10,89% | 842 |
| Eichstätt | 1,03% | 132341 | 9,30% | 109 |
| Erlangen, Stadt | 1,04% | 111962 | 18,13% | 1462 |
| Darmstadt-Dieburg | 1,04% | 297399 | 14,46% | 452 |
| Kaiserslautern, Stadt | 1,04% | 99845 | 16,45% | 716 |
| Steinfurt | 1,04% | 447614 | 9,22% | 250 |
| Karlsruhe | 1,05% | 444232 | 13,33% | 410 |
| Lahn-Dill-Kreis | 1,06% | 253777 | 10,84% | 238 |
| Birkenfeld | 1,06% | 80720 | 8,58% | 104 |
| Waldshut | 1,06% | 170619 | 15,50% | 151 |
| Mainz-Bingen | 1,06% | 210889 | 10,08% | 349 |
| Haßberge | 1,06% | 84599 | 4,66% | 88 |
| Schwarzwald-Baar-Kreis | 1,06% | 212381 | 15,50% | 207 |
| Rastatt | 1,06% | 231018 | 13,93% | 313 |
| Rhein-Neckar-Kreis | 1,06% | 547625 | 12,58% | 517 |
| Viersen | 1,06% | 298935 | 10,03% | 531 |
| Heidelberg, Stadt | 1,07% | 160355 | 20,29% | 1484 |
| Neumarkt in der Oberpfalz | 1,07% | 133561 | 8,72% | 100 |
| Grafschaft Bentheim | 1,07% | 136511 | 14,51% | 140 |
| Limburg-Weilburg | 1,08% | 172083 | 11,68% | 233 |
| Hochtaunuskreis | 1,08% | 236564 | 16,24% | 492 |
| Schwabach, Stadt | 1,08% | 40792 | 12,50% | 1004 |
| Deggendorf | 1,08% | 119326 | 9,10% | 139 |
| Weißenburg-Gunzenhausen | 1,09% | 94393 | 9,28% | 98 |
| Sigmaringen | 1,09% | 130873 | 10,90% | 109 |
| Ennepe-Ruhr-Kreis | 1,09% | 324296 | 10,32% | 791 |
| Neunkirchen | 1,09% | 132206 | 9,50% | 526 |
| Nürnberger Land | 1,09% | 170365 | 8,97% | 214 |
| Koblenz, Stadt | 1,09% | 114024 | 13,55% | 1084 |
| Hochsauerlandkreis | 1,09% | 260475 | 8,78% | 133 |
| Baden-Baden, Stadt | 1,10% | 55123 | 19,63% | 394 |
| Kassel, Stadt | 1,10% | 201585 | 18,32% | 1893 |
| Kempten (Allgäu), Stadt | 1,10% | 68907 | 16,55% | 1093 |
| Euskirchen | 1,11% | 192840 | 7,65% | 155 |
| Ansbach | 1,11% | 183949 | 8,51% | 94 |
| Rheinisch-Bergischer Kreis | 1,11% | 283455 | 9,47% | 648 |
| Kusel | 1,12% | 70526 | 6,24% | 122 |
| Garmisch-Partenkirchen | 1,12% | 88467 | 13,21% | 87 |
| Schwäbisch Hall | 1,12% | 195861 | 11,33% | 133 |
| Märkischer Kreis | 1,12% | 412120 | 13,24% | 387 |
| Rhein-Kreis Neuss | 1,12% | 451007 | 11,76% | 784 |
| Mittelsachsen | 1,12% | 306185 | 3,37% | 144 |
| Greiz | 1,12% | 98159 | 2,30% | 115 |
| Salzgitter, Stadt | 1,14% | 104948 | 17,98% | 465 |
| Germersheim | 1,14% | 129075 | 12,32% | 278 |
| Osnabrück, Stadt | 1,14% | 164748 | 13,04% | 1379 |
| Weilheim-Schongau | 1,14% | 135348 | 9,60% | 140 |
| Oberbergischer Kreis | 1,14% | 272471 | 9,62% | 296 |
| St. Wendel | 1,15% | 87397 | 5,35% | 183 |
| Heilbronn | 1,15% | 343068 | 14,47% | 313 |
| Gießen | 1,15% | 268876 | 12,08% | 317 |
| Coburg | 1,16% | 86906 | 5,49% | 147 |
| Borken | 1,16% | 370676 | 9,23% | 261 |
| Freiburg im Breisgau, Stadt | 1,16% | 230241 | 17,17% | 1511 |
| Kaiserslautern | 1,17% | 106057 | 8,65% | 166 |
| Unterallgäu | 1,17% | 144041 | 9,31% | 118 |
| Rhein-Sieg-Kreis | 1,17% | 599780 | 10,15% | 521 |
| Merzig-Wadern | 1,17% | 103366 | 11,46% | 185 |
| Oldenburg | 1,17% | 130144 | 8,31% | 123 |
| Ansbach, Stadt | 1,17% | 41847 | 14,17% | 418 |
| Breisgau-Hochschwarzwald | 1,17% | 262795 | 11,83% | 191 |
| Landsberg am Lech | 1,18% | 120071 | 8,74% | 150 |
| Kronach | 1,18% | 67135 | 4,91% | 102 |
| Hof, Stadt | 1,18% | 45930 | 17,38% | 790 |
| Bonn, Stadt | 1,19% | 327258 | 16,67% | 2337 |
| Verden | 1,19% | 136792 | 7,48% | 174 |
| Eifelkreis Bitburg-Prüm | 1,19% | 98561 | 12,85% | 61 |
| Rheingau-Taunus-Kreis | 1,19% | 187157 | 12,19% | 231 |
| Minden-Lübbecke | 1,20% | 310710 | 7,94% | 269 |
| Emmendingen | 1,20% | 165383 | 10,43% | 245 |
| Bielefeld, Stadt | 1,20% | 333786 | 14,73% | 1291 |
| Herford | 1,20% | 250783 | 9,26% | 556 |
| Kelheim | 1,20% | 122258 | 12,40% | 116 |
| Ortenaukreis | 1,21% | 429479 | 11,77% | 232 |
| Freudenstadt | 1,21% | 117935 | 11,84% | 136 |
| Darmstadt, Stadt | 1,21% | 159207 | 19,84% | 1310 |
| Tuttlingen | 1,21% | 140152 | 16,59% | 192 |
| Dillingen an der Donau | 1,21% | 96021 | 9,68% | 122 |
| Saarlouis | 1,22% | 195201 | 10,11% | 423 |
| Memmingen, Stadt | 1,22% | 43837 | 18,71% | 629 |
| Aschaffenburg | 1,22% | 174208 | 9,35% | 249 |
| Main-Taunus-Kreis | 1,23% | 237735 | 16,41% | 1072 |
| Regensburg | 1,23% | 193572 | 8,62% | 139 |
| Aichach-Friedberg | 1,23% | 133596 | 8,40% | 173 |
| Heidenheim | 1,24% | 132472 | 15,32% | 212 |
| Lippe | 1,24% | 348391 | 8,53% | 279 |
| Starnberg | 1,24% | 136092 | 14,30% | 280 |
| Hof | 1,25% | 95311 | 5,90% | 106 |
| Cham | 1,25% | 127882 | 5,95% | 84 |
| Lindau (Bodensee) | 1,25% | 81669 | 13,24% | 254 |
| Regen | 1,26% | 77656 | 6,45% | 79 |
| Rhein-Erft-Kreis | 1,26% | 470089 | 12,65% | 668 |
| Zollernalbkreis | 1,26% | 188935 | 12,74% | 206 |
| Alb-Donau-Kreis | 1,27% | 196047 | 13,24% | 145 |
| Hamburg | 1,27% | 1841179 | 16,42% | 2446 |
| Amberg-Sulzbach | 1,27% | 103109 | 6,05% | 82 |
| Enzkreis | 1,27% | 198905 | 13,13% | 348 |
| Neuburg-Schrobenhausen | 1,27% | 96680 | 10,33% | 132 |
| Odenwaldkreis | 1,27% | 96798 | 13,73% | 155 |
| Warendorf | 1,27% | 277783 | 10,21% | 211 |
| Donau-Ries | 1,28% | 133496 | 9,73% | 105 |
| Saarbrücken, Stadtverband | 1,29% | 329708 | 14,54% | 800 |
| Sonneberg | 1,29% | 56196 | 5,10% | 125 |
| Pfaffenhofen an der Ilm | 1,29% | 127151 | 11,19% | 168 |
| Miltenberg | 1,29% | 128756 | 11,24% | 180 |
| Neu-Ulm | 1,29% | 174200 | 14,78% | 340 |
| Mönchengladbach, Stadt | 1,29% | 261454 | 15,96% | 1531 |
| Lörrach | 1,30% | 228639 | 15,06% | 284 |
| Oberhausen, Stadt | 1,31% | 210829 | 14,96% | 2734 |
| Ostalbkreis | 1,31% | 314002 | 10,98% | 208 |
| Rottweil | 1,31% | 139455 | 11,63% | 182 |
| Würzburg, Stadt | 1,31% | 127880 | 11,91% | 1460 |
| Bad Tölz-Wolfratshausen | 1,31% | 127227 | 12,63% | 115 |
| Calw | 1,31% | 158397 | 15,00% | 200 |
| Bochum, Stadt | 1,32% | 364628 | 12,76% | 2510 |
| Leverkusen, Stadt | 1,32% | 163838 | 15,92% | 2076 |
| Essen, Stadt | 1,32% | 583109 | 15,96% | 2771 |
| Schwandorf | 1,32% | 147189 | 8,18% | 101 |
| Marburg-Biedenkopf | 1,33% | 246648 | 11,56% | 196 |
| Zwickau | 1,33% | 317531 | 3,34% | 332 |
| Landshut | 1,34% | 158698 | 9,85% | 119 |
| Olpe | 1,35% | 134775 | 9,60% | 188 |
| Ulm, Stadt | 1,35% | 126329 | 19,85% | 1068 |
| Ostallgäu | 1,36% | 140316 | 8,73% | 101 |
| Bottrop, Stadt | 1,36% | 117383 | 10,94% | 1169 |
| Göppingen | 1,36% | 257253 | 16,37% | 402 |
| Landshut, Stadt | 1,38% | 72404 | 18,86% | 1115 |
| Main-Kinzig-Kreis | 1,38% | 418950 | 15,42% | 301 |
| Hohenlohekreis | 1,38% | 112010 | 11,05% | 145 |
| Tübingen | 1,39% | 227331 | 13,57% | 441 |
| Mettmann | 1,39% | 485684 | 12,28% | 1192 |
| Reutlingen | 1,41% | 286748 | 15,72% | 263 |
| Sächsische Schweiz-Osterzgebirge | 1,41% | 245611 | 2,72% | 148 |
| Osnabrück | 1,41% | 357343 | 8,16% | 169 |
| Ludwigshafen am Rhein, Stadt | 1,42% | 171061 | 26,26% | 2225 |
| Augsburg | 1,43% | 251534 | 9,68% | 237 |
| Ebersberg | 1,43% | 142142 | 13,57% | 261 |
| Hildburghausen | 1,43% | 63553 | 3,28% | 67 |
| Fürth | 1,44% | 117387 | 7,24% | 383 |
| Rems-Murr-Kreis | 1,44% | 426158 | 15,88% | 498 |
| Speyer, Stadt | 1,44% | 50378 | 14,51% | 1184 |
| Unna | 1,45% | 394782 | 10,18% | 727 |
| Dortmund, Stadt | 1,45% | 587010 | 17,53% | 2096 |
| Esslingen | 1,45% | 533859 | 17,34% | 834 |
| Mülheim an der Ruhr, Stadt | 1,45% | 170880 | 15,32% | 1869 |
| Mannheim, Stadt | 1,45% | 309370 | 23,43% | 2143 |
| Lichtenfels | 1,46% | 66838 | 5,82% | 128 |
| Böblingen | 1,47% | 391640 | 18,37% | 636 |
| Straubing-Bogen | 1,48% | 100649 | 7,46% | 84 |
| Stuttgart, Stadt | 1,50% | 634830 | 24,85% | 3067 |
| Görlitz | 1,50% | 254894 | 4,48% | 120 |
| Recklinghausen | 1,51% | 615261 | 11,09% | 807 |
| Ingolstadt, Stadt | 1,51% | 136981 | 18,71% | 1030 |
| Krefeld, Stadt | 1,52% | 227020 | 16,31% | 1651 |
| Delmenhorst, Stadt | 1,52% | 77607 | 15,47% | 1242 |
| Nürnberg, Stadt | 1,52% | 518365 | 22,73% | 2780 |
| Bremen, Stadt | 1,52% | 569352 | 18,18% | 1786 |
| Regensburg, Stadt | 1,53% | 152610 | 16,77% | 1893 |
| Düsseldorf, Stadt | 1,54% | 619294 | 20,21% | 2860 |
| Ludwigsburg | 1,55% | 543984 | 17,83% | 794 |
| Fürth, Stadt | 1,55% | 127748 | 19,28% | 2028 |
| Freyung-Grafenau | 1,55% | 78355 | 4,94% | 80 |
| Günzburg | 1,57% | 125747 | 13,23% | 167 |
| Offenbach | 1,58% | 354092 | 19,17% | 999 |
| München | 1,58% | 348871 | 17,56% | 528 |
| Freising | 1,58% | 179116 | 17,30% | 225 |
| Pforzheim, Stadt | 1,59% | 125542 | 26,47% | 1285 |
| Groß-Gerau | 1,60% | 274526 | 22,25% | 609 |
| Altötting | 1,61% | 111210 | 11,55% | 196 |
| Erding | 1,61% | 137660 | 11,66% | 159 |
| Berlin, Stadt | 1,62% | 3644826 | 18,53% | 4118 |
| Miesbach | 1,63% | 99726 | 12,42% | 115 |
| Schweinfurt, Stadt | 1,63% | 54032 | 19,38% | 1497 |
| Schweinfurt | 1,64% | 115106 | 5,90% | 137 |
| Köln, Stadt | 1,65% | 1085664 | 19,44% | 2686 |
| Mainz, Stadt | 1,66% | 217118 | 18,17% | 2237 |
| Wiesbaden, Stadt | 1,66% | 278342 | 19,45% | 1366 |
| Wuppertal, Stadt | 1,66% | 354382 | 19,54% | 2109 |
| Düren | 1,68% | 263722 | 10,83% | 281 |
| Fürstenfeldbruck | 1,69% | 219320 | 15,05% | 504 |
| Wunsiedel im Fichtelgebirge | 1,69% | 73178 | 8,63% | 120 |
| Heinsberg | 1,69% | 254322 | 11,71% | 407 |
| Passau | 1,70% | 192043 | 8,12% | 126 |
| Kaufbeuren, Stadt | 1,70% | 43893 | 15,61% | 1109 |
| Remscheid, Stadt | 1,71% | 110994 | 17,95% | 1494 |
| Dingolfing-Landau | 1,72% | 96217 | 12,08% | 110 |
| Straubing, Stadt | 1,73% | 47794 | 16,37% | 707 |
| Passau, Stadt | 1,73% | 52469 | 15,67% | 759 |
| Städteregion Aachen | 1,74% | 555465 | 14,55% | 788 |
| Bautzen | 1,74% | 300880 | 2,08% | 125 |
| Hagen, Stadt | 1,77% | 188814 | 18,49% | 1176 |
| Berchtesgadener Land | 1,77% | 105722 | 16,27% | 126 |
| Mühldorf am Inn | 1,77% | 115250 | 12,03% | 144 |
| Gelsenkirchen, Stadt | 1,80% | 260654 | 19,90% | 2474 |
| Hamm, Stadt | 1,81% | 179111 | 15,12% | 795 |
| Solingen, Stadt | 1,81% | 159360 | 16,74% | 1778 |
| Neustadt an der Waldnaab | 1,82% | 94352 | 4,76% | 66 |
| Heilbronn, Stadt | 1,83% | 125960 | 25,52% | 1267 |
| Gütersloh | 1,83% | 364083 | 12,91% | 377 |
| München, Stadt | 1,87% | 1471508 | 25,98% | 4777 |
| Dachau | 1,90% | 153884 | 15,95% | 267 |
| Herne, Stadt | 1,94% | 156374 | 17,11% | 3043 |
| Frankfurt am Main, Stadt | 1,96% | 753056 | 29,30% | 3074 |
| Vechta | 1,98% | 141598 | 12,42% | 175 |
| Augsburg, Stadt | 2,03% | 295135 | 21,67% | 2019 |
| Duisburg, Stadt | 2,03% | 498590 | 20,82% | 2142 |
| Rottal-Inn | 2,04% | 120659 | 9,96% | 95 |
| Weiden in der Oberpfalz, Stadt | 2,09% | 42520 | 11,81% | 606 |
| Erzgebirgskreis | 2,10% | 337696 | 1,96% | 183 |
| Cloppenburg | 2,14% | 169348 | 10,69% | 120 |
| Offenbach am Main, Stadt | 2,15% | 128744 | 35,85% | 2903 |
| Traunstein | 2,17% | 177089 | 10,15% | 116 |
| Rosenheim | 2,29% | 260983 | 10,26% | 182 |
| Tirschenreuth | 2,42% | 72504 | 4,40% | 66 |
| Rosenheim, Stadt | 2,52% | 63324 | 21,13% | 1707 |
| Korrelation | 0,19591898 | 0,57680438 | 0,35467903 |
Stand Daten Bevölkerungsdichte und Ausländeranteil Ende 2019, Quelle destat.
Stand Corona Fälle: RKI, Gesamtfälle in 2020, Stand 25. November 2020