Labor am Elm

Beratung und Forschung

COVID-19 Regionale Zahlen der Infizireten

gefittet mit erweiterter Gompertz Funktion

Jens Röder

11 Minuten

mit erweiterter Gompertz Funktion

Alle Datenanpassungen (Fits) der einzelnen Länder/Orte sind vollständig automatisiert erstellt. Durch Anklicken auf das Bild kann überprüft werden, ob der Fit die notwendige Qualität hat anhand der Lage der Daten zur Funktion uns seiner Fehlerwerte. In einigen Fällen mit sehr streuenden realen Daten kann der Fit auch eine schlechte Vorhersage ergeben. Anhand der Fehlerwerte und des optischen Verlaufs sollten die Aussagen sinnvoll bewertet werden.

Orte oder Länder, die wegen ungenügender Daten wurden ausgelassen und können hier mit Begründung gefunden werden..

Die Tabelle zeigt von links: aktuelle Infiziertenanzahl und Land/Ort, maximale kumulative Anzahl (fit), Graphik Infizierter und fit, Graphik Infizierter pro Tag und fit, T2 Verdopplungszeit, Tag des Wendepunkts der Funktion.

Der Wendepunkt ist von Bedeutung, weil die Änderung vom reinen exponentiellen Wachstum zur linearen Phase und dem Abklingen der täglichen Infiziertenzahlen anzeigt.

Die oben-mittig angezeigte Verdopplungszeit in der Graphik beschreibt die Verdopplungszeit am Anfang der Entwicklung vor dem Wendepunkt. Diese Zahl ist mit der Logistischen Funktion berechnet worden. Einfach gesagt beschreibt T2 der Gompertz funktion den mittleren und späteren Teil der Entwicklung, die Logistische Funktion den ersten Teil.

Farbencode für die Zahlen der Infizierten: Unter 500 , zwischen 500 und 999, zwischen 1000 und 9999, zwischen 10000 und 49999, zwischen 50000 und 99999, zwischen 100000.

Der Farbencode für Länder/Orte beschreibt den Anteil, wieviel von Nmax durchlaufen wurde: Über 95%, zwischen 90% und 95%, zwischen 80% und 89%, zwischen 70% und 79%, zwischen 60% und 69%, wenn die Anzahl über 50 und Nmax ist unter 50% oder die Verdopplungszeit ist unter 3.5 Tage! Über 130% zeigt einen Neuausbruch der Infiziertenwelle an.

Der Farbencode des Wendepunktes ist: Mehr als 20 Tage überschritten, mehr als 10 Tage überschritten, mehr als 5 Tage überschritten, liegt 5 Tage voraus, liegt 10 Tage voraus, liegt mehr als 10 Tage voraus.

Der Farbencode für Länder/Orte zeigt gut an, wie gut der Covid-19-Ausbruch ausgeklungen ist und wenn er wieder unter Kontrolle ist (grünliche Farben). Länder/Orte in rot oder magenta haben aktuell einen starken Anstieg in den Fallszahlen. Der Farbencode bei den Zahlen gibt an, wie schwer der Ausbruch in einem Land/Ort war oder ist.

Angewendete Mathematik ist hier erklärt.


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Aktualisierungsdatum: Do 9. Jul 06:23:34 CEST 2020

Klicken auf den rechten Pfeil öffnet den Inhalt, Klicken auf das Bild vergrößert es.
Bei Klick auf den Namen führt dieser zu einer Seite mit allen Bildern für das Land.
Naktuell
Land/Ort
Nmax (err) kumulativ_Inf. Infektionen_täglich T2 (err) dWendepunkt (err)
2996098
US
3090375 (±2.3%) 25.718 (±2.3%) 127.04 (±0.9%)
1668589
Brazil
4160451 (±1.9%) 31.711 (±0.7%) 185.26 (±0.4%)
742417
India
5105757 (±4.8%) 41.807 (±1.1%) 229.45 (±0.9%)
693215
Russia
776011 (±0.7%) 21.959 (±0.8%) 139.84 (±0.2%)
309278
Peru
386619 (±0.7%) 23.451 (±0.6%) 148.41 (±0.2%)
301019
Chile
517931 (±4.5%) 25.487 (±2.6%) 167.45 (±0.9%)
286349
United Kingdom
283467 (±0.2%) 16.886 (±0.5%) 105.96 (±0.1%)
268008
Mexico
655417 (±1.4%) 32.900 (±0.5%) 184.41 (±0.3%)
252130
Spain
241079 (±0.3%) 11.889 (±1.0%) 90.60 (±0.2%)
245688
Iran
31148 (±4.4%) 9.026 (±2.7%) 72.89 (±0.7%)
241956
Italy
236862 (±0.2%) 13.992 (±0.6%) 88.41 (±0.1%)
237489
Pakistan
531503 (±5.8%) 30.396 (±2.5%) 178.27 (±1.3%)
217108
Saudi Arabia
452023 (±3.6%) 32.388 (±1.6%) 175.77 (±0.9%)
215855
South Africa
170410911 (±19.5%) 67.076 (±1.4%) 392.73 (±1.7%)
207897
Turkey
190328 (±0.9%) 16.656 (±2.1%) 107.87 (±0.4%)
198343
Germany
186772 (±0.3%) 12.579 (±1.2%) 90.86 (±0.2%)
197089
France
188345 (±0.3%) 11.938 (±1.2%) 94.62 (±0.2%)
168645
Bangladesh
405995 (±1.6%) 30.256 (±0.6%) 183.24 (±0.3%)
120281
Colombia
4451824 (±16.6%) 55.022 (±2.2%) 299.71 (±2.3%)
108023
Canada, Canada
108272 (±0.2%) 18.094 (±0.4%) 112.73 (±0.1%)
100945
Qatar
121601 (±0.7%) 22.050 (±0.7%) 144.85 (±0.2%)
84917
China total, China total
83423 (±0.2%) 5.893 (±1.3%) 37.08 (±0.3%)
83426
Argentina
22590693 (±30.9%) 65.967 (±2.7%) 372.42 (±3.2%)
77279
Egypt
182769 (±3.6%) 31.221 (±1.5%) 181.38 (±0.8%)
73344
Sweden
122821 (±4.1%) 33.916 (±2.2%) 157.41 (±1.5%)
68135
Hubei, China
68094 (±0.2%) 5.534 (±1.3%) 37.92 (±0.3%)
66226
Indonesia
215940 (±6.0%) 40.685 (±1.9%) 200.09 (±1.6%)
64701
Iraq
2095083029 (±243.2%) 81.657 (±11.2%) 500.07 (±14.3%)
64003
Belarus
70553 (±0.4%) 20.683 (±0.4%) 134.51 (±0.1%)
63245
Ecuador
61396 (±2.6%) 22.270 (±3.2%) 124.02 (±0.9%)
62058
Belgium
60188 (±0.2%) 13.720 (±0.6%) 98.20 (±0.1%)
55997
Quebec, Canada
57160 (±0.3%) 17.283 (±0.6%) 112.90 (±0.1%)
52600
United Arab Emirates
57629 (±0.5%) 22.322 (±0.6%) 134.17 (±0.2%)
51245
Kuwait
58072 (±1.3%) 21.447 (±1.2%) 146.55 (±0.3%)
51059
Kazakhstan
701006688 (±790.8%) 87.648 (±39.4%) 521.69 (±51.2%)
50694
Netherlands
48696 (±0.3%) 14.210 (±1.0%) 96.44 (±0.2%)
50622
Ukraine
85342 (±5.4%) 32.460 (±2.8%) 162.64 (±1.7%)
48997
Oman
172734 (±5.2%) 33.634 (±1.6%) 199.06 (±1.0%)
47873
Philippines
245116 (±16.0%) 48.766 (±3.9%) 231.08 (±3.9%)
45140
Singapore
45428 (±0.6%) 18.062 (±1.0%) 123.11 (±0.2%)
44416
Portugal
40820 (±1.5%) 19.809 (±2.7%) 105.33 (±0.8%)
41545
Bolivia
153161 (±2.8%) 33.865 (±0.8%) 201.13 (±0.5%)
40291
Panama
1222511 (±43.5%) 63.989 (±6.1%) 321.26 (±7.2%)
38430
Dominican Republic
84235 (±6.8%) 37.141 (±2.8%) 179.15 (±2.1%)
37917
Ontario, Canada
38533 (±0.6%) 20.094 (±1.0%) 117.17 (±0.3%)
36412
Poland
42161 (±1.5%) 25.807 (±1.5%) 129.94 (±0.6%)
33384
Afghanistan
40717 (±1.3%) 20.387 (±1.2%) 151.07 (±0.3%)
32369
Switzerland
30988 (±0.2%) 10.446 (±0.8%) 85.97 (±0.1%)
32222
Israel
22177 (±2.5%) 18.527 (±5.2%) 99.59 (±1.5%)
30321
Bahrain
72566 (±2.0%) 33.851 (±0.8%) 181.89 (±0.5%)
29789
Nigeria
77766 (±4.0%) 33.551 (±1.5%) 186.87 (±0.9%)
29620
Romania
28664 (±1.9%) 22.999 (±2.4%) 118.99 (±0.8%)
29285
Armenia
79402 (±4.3%) 33.157 (±1.6%) 187.72 (±1.0%)
25538
Ireland
25398 (±0.2%) 12.382 (±0.6%) 101.92 (±0.1%)
25428
Honduras
37460139 (±76.7%) 74.737 (±5.2%) 432.70 (±6.4%)
24787
Guatemala
154521 (±10.2%) 37.881 (±2.4%) 221.40 (±1.7%)
21968
Ghana
53598 (±9.9%) 36.015 (±3.7%) 187.26 (±2.6%)
21374
Azerbaijan
959168 (±25.0%) 59.462 (±3.2%) 316.68 (±3.5%)
20055
Japan
17780 (±0.5%) 13.172 (±1.5%) 100.99 (±0.3%)
18421
Austria
16739 (±0.5%) 10.127 (±2.0%) 85.54 (±0.3%)
18141
Moldova
42661 (±6.9%) 37.200 (±2.8%) 179.42 (±2.1%)
16879
Algeria
19118 (±3.0%) 27.673 (±2.4%) 140.03 (±1.1%)
16719
Serbia
13543 (±1.3%) 16.589 (±3.1%) 107.55 (±0.6%)
16168
Nepal
28237 (±1.6%) 20.474 (±0.9%) 175.55 (±0.2%)
14916
Cameroon
23508 (±5.5%) 29.074 (±3.1%) 163.25 (±1.5%)
14607
Morocco
15826 (±5.2%) 27.819 (±4.3%) 135.43 (±2.0%)
13244
Korea - South
11456 (±0.7%) 10.058 (±3.1%) 63.00 (±0.8%)
12888
Denmark
12492 (±0.3%) 16.116 (±0.9%) 97.82 (±0.2%)
12685
Czechia
10693 (±1.4%) 17.486 (±3.2%) 96.42 (±0.9%)
11194
Cote d’Ivoire
69081125 (±225.3%) 94.846 (±12.7%) 542.70 (±16.9%)
10838
Uzbekistan
1112142 (±129.7%) 78.126 (±13.7%) 399.85 (±17.5%)
9997
Sudan
11454 (±0.7%) 19.526 (±0.8%) 148.23 (±0.1%)
8947
Norway
8548 (±0.3%) 12.366 (±1.1%) 85.05 (±0.2%)
8674
Malaysia
8462 (±0.7%) 17.176 (±1.6%) 95.16 (±0.4%)
8436
Alberta, Canada
7787 (±0.7%) 14.804 (±1.8%) 108.64 (±0.3%)
8307
El Salvador
60321 (±19.2%) 44.202 (±4.1%) 235.51 (±3.7%)
8279
Kyrgyzstan
193157097 (±530.1%) 94.033 (±25.0%) 558.66 (±33.1%)
8250
Kenya
92806 (±11.5%) 45.139 (±2.1%) 248.29 (±1.9%)
7693
Venezuela
267634 (±35.2%) 52.636 (±4.7%) 292.19 (±4.8%)
7547
Senegal
10723 (±1.8%) 27.239 (±1.2%) 154.69 (±0.5%)
7432
Congo (Kinshasa)
12159 (±2.2%) 26.387 (±1.3%) 163.26 (±0.5%)
7262
Finland
7262 (±0.1%) 16.212 (±0.3%) 101.48 (±0.1%)
7244
North Macedonia
1210522 (±124.1%) 80.044 (±12.1%) 415.71 (±15.5%)
6432
Haiti
7090 (±0.8%) 16.050 (±1.0%) 155.58 (±0.1%)
6315
Tajikistan
6135 (±0.9%) 14.440 (±1.7%) 142.10 (±0.2%)
6102
Bulgaria
25274 (±28.5%) 49.768 (±7.8%) 222.51 (±8.2%)
5846
Ethiopia
7673 (±2.5%) 17.236 (±2.3%) 162.89 (±0.3%)
5743
Gabon
7623 (±2.3%) 22.955 (±1.8%) 154.74 (±0.5%)
5636
Guinea
6129 (±0.8%) 21.446 (±1.0%) 133.24 (±0.2%)
5621
Bosnia and Herzegovina
8840 (±16.4%) 38.702 (±8.0%) 163.25 (±6.6%)
5486
Costa Rica
266637433 (±786.7%) 108.546 (±33.9%) 641.69 (±46.7%)
5178
French Guiana, France
127786262 (±307.1%) 74.655 (±14.6%) 463.41 (±18.1%)
5024
Mauritania
7974 (±3.9%) 19.064 (±2.4%) 172.91 (±0.5%)
4878
Djibouti
1191 (±1.3%) 7.544 (±3.4%) 105.16 (±0.2%)
4647
West Bank and Gaza
193333626 (±992.8%) 62.570 (±43.8%) 411.46 (±50.6%)
4603
Luxembourg
4050 (±0.4%) 10.159 (±1.9%) 86.85 (±0.3%)
4205
Hungary
4141 (±0.2%) 15.354 (±0.6%) 105.51 (±0.1%)
4071
Central African Republic
6028 (±1.9%) 21.553 (±1.3%) 166.08 (±0.3%)
3703
Kosovo
16192204 (±758.5%) 110.979 (±44.1%) 616.93 (±60.7%)
3589
Greece
3150 (±0.8%) 14.768 (±2.2%) 89.87 (±0.5%)
3472
Madagascar
267363 (±93.0%) 60.984 (±10.2%) 335.45 (±11.4%)
3440
New South Wales, Australia
3112 (±0.3%) 7.895 (±1.7%) 85.26 (±0.2%)
3272
Croatia
2408 (±1.1%) 12.741 (±3.8%) 92.09 (±0.7%)
3197
Thailand
3086 (±0.2%) 9.832 (±0.9%) 86.92 (±0.1%)
3071
Equatorial Guinea
13199 (±43.9%) 42.828 (±11.7%) 216.86 (±10.1%)
3038
Albania
1003342 (±224.4%) 95.423 (±19.4%) 493.52 (±26.1%)
3015
Somalia
3276 (±0.8%) 19.732 (±1.0%) 134.88 (±0.2%)
2990
British Columbia, Canada
2808 (±0.6%) 16.654 (±1.4%) 95.23 (±0.4%)
2688
Mayotte, France
2926 (±0.9%) 20.437 (±1.2%) 133.29 (±0.3%)
2502
Paraguay
302 (±3.1%) 13.522 (±2.7%) 97.62 (±0.6%)
2501
Maldives
2535 (±0.8%) 17.910 (±1.2%) 134.62 (±0.2%)
2395
Cuba
2293 (±0.6%) 15.534 (±1.4%) 107.07 (±0.3%)
2348
Mali
3080 (±1.8%) 26.025 (±1.4%) 146.38 (±0.5%)
2081
Sri Lanka
2405 (±1.7%) 21.963 (±2.1%) 130.83 (±0.5%)
2021
South Sudan
2190 (±1.8%) 15.165 (±2.9%) 148.07 (±0.3%)
1995
Estonia
1918 (±0.4%) 12.987 (±1.4%) 89.76 (±0.3%)
1907
Lebanon
2495 (±5.3%) 32.853 (±3.8%) 132.92 (±2.6%)
1895
Zambia
1684 (±1.9%) 16.898 (±3.0%) 138.32 (±0.4%)
1873
Iceland
1820 (±0.2%) 8.769 (±0.9%) 83.74 (±0.1%)
1844
Lithuania
1728 (±0.7%) 13.610 (±2.1%) 93.99 (±0.4%)
1818
Malawi
508173 (±132.9%) 58.840 (±11.6%) 346.93 (±12.7%)
1790
Guinea-Bissau
1643 (±1.0%) 14.603 (±2.3%) 130.17 (±0.3%)
1767
Slovakia
1595 (±0.6%) 12.896 (±1.9%) 96.61 (±0.3%)
1739
Slovenia
1516 (±0.4%) 11.617 (±1.6%) 85.31 (±0.3%)
1645
Guangdong, China
1354 (±0.1%) 4.561 (±0.5%) 31.51 (±0.1%)
1572
Sierra Leone
1785 (±1.1%) 20.785 (±1.1%) 145.11 (±0.2%)
1557
Congo (Brazzaville)
12872 (±40.4%) 51.237 (±8.4%) 251.46 (±8.6%)
1537
New Zealand
1506 (±0.1%) 7.850 (±0.6%) 89.59 (±0.1%)
1499
Cabo Verde
16582 (±29.1%) 49.878 (±5.5%) 257.51 (±5.4%)
1297
Yemen
1846 (±3.3%) 21.200 (±2.4%) 164.10 (±0.6%)
1276
Henan, China
1276 (±0.0%) 4.589 (±0.4%) 32.44 (±0.1%)
1269
Zhejiang, China
1253 (±0.2%) 4.486 (±1.4%) 30.77 (±0.3%)
1205
Tunisia
1107 (±0.5%) 11.885 (±1.7%) 92.53 (±0.3%)
1199
Benin
24150083 (±725.0%) 91.441 (±35.8%) 541.12 (±47.0%)
1182
Libya
10071397 (±298.8%) 81.932 (±16.0%) 487.60 (±20.3%)
1172
Rwanda
161 (±1.7%) 10.026 (±2.5%) 88.35 (±0.3%)
1169
Jordan
1581 (±5.7%) 32.454 (±4.3%) 132.88 (±2.7%)
1134
Latvia
1099 (±0.5%) 15.131 (±1.4%) 93.55 (±0.3%)
1094
Niger
1010 (±0.9%) 13.719 (±2.9%) 101.78 (±0.5%)
1068
Queensland, Australia
1054 (±0.1%) 7.718 (±0.9%) 83.97 (±0.1%)
1065
Nova Scotia, Canada
1068 (±0.2%) 11.422 (±0.9%) 100.29 (±0.1%)
1056
Eswatini
13552 (±33.4%) 50.561 (±5.9%) 263.86 (±5.9%)
1040
Mozambique
2481 (±8.2%) 30.306 (±3.3%) 182.78 (±1.7%)
1019
Hunan, China
1020 (±0.0%) 4.484 (±0.4%) 31.67 (±0.1%)
1005
Cyprus
965 (±0.3%) 11.800 (±1.2%) 93.16 (±0.2%)
1003
Burkina Faso
920 (±0.7%) 16.128 (±1.9%) 97.17 (±0.5%)
991
Anhui, China
992 (±0.1%) 4.601 (±0.6%) 33.03 (±0.1%)
971
Uganda
1240 (±4.9%) 22.229 (±4.1%) 153.63 (±1.1%)
965
Uruguay
900 (±1.0%) 18.378 (±2.5%) 94.51 (±0.7%)
958
Georgia
937 (±0.6%) 18.984 (±1.2%) 108.75 (±0.3%)
947
Heilongjiang, China
485 (±0.2%) 4.830 (±0.9%) 35.46 (±0.2%)
937
Jiangxi, China
937 (±0.1%) 4.447 (±0.6%) 32.91 (±0.1%)
929
Beijing, China
418 (±0.4%) 5.465 (±1.3%) 31.24 (±0.4%)
917
Liberia
20109 (±53.5%) 59.620 (±8.2%) 299.53 (±9.3%)
907
Montenegro
5725 (±323.0%) 80.616 (±69.4%) 319.69 (±98.6%)
873
Chad
880 (±0.4%) 12.120 (±1.1%) 131.57 (±0.1%)
855
Andorra
812 (±0.5%) 10.639 (±2.2%) 88.79 (±0.3%)
806
Saskatchewan, Canada
786 (±1.4%) 20.402 (±2.4%) 106.55 (±0.7%)
792
Shandong, China
785 (±0.2%) 7.036 (±1.5%) 35.60 (±0.5%)
787
Zimbabwe
1101 (±6.1%) 22.343 (±3.8%) 168.04 (±1.0%)
745
Jamaica
666 (±1.0%) 15.021 (±2.6%) 112.68 (±0.4%)
724
Sao Tome and Principe
797 (±2.4%) 17.374 (±3.5%) 140.98 (±0.5%)
718
Shanghai, China
339 (±0.2%) 4.551 (±0.8%) 30.40 (±0.2%)
712
Diamond Princess
712 (±0.2%) 4.272 (±1.8%) 44.74 (±0.2%)
698
San Marino
707 (±0.4%) 16.247 (±1.0%) 92.88 (±0.3%)
689
Togo
809 (±2.7%) 23.702 (±2.6%) 139.50 (±0.8%)
673
Malta
656 (±0.8%) 16.587 (±2.0%) 96.38 (±0.5%)
654
Jiangsu, China
648 (±0.1%) 5.023 (±0.9%) 33.17 (±0.2%)
634
Suriname
1134 (±6.1%) 20.377 (±3.2%) 177.80 (±0.8%)
624
Western Australia, Australia
581 (±0.4%) 8.692 (±2.0%) 85.68 (±0.2%)
598
Sichuan, China
563 (±0.2%) 5.938 (±1.7%) 32.75 (±0.5%)
582
Chongqing, China
579 (±0.1%) 4.932 (±0.5%) 30.78 (±0.1%)
577
Channel Islands, United Kingdom
562 (±0.2%) 9.356 (±0.9%) 92.82 (±0.1%)
551
Reunion, France
474 (±0.8%) 9.899 (±3.6%) 87.89 (±0.5%)
539
Namibia
3690877 (±462.7%) 44.772 (±25.1%) 320.56 (±23.7%)
509
Tanzania
513 (±0.6%) 8.412 (±2.7%) 110.18 (±0.2%)
449
Taiwan
74 (±7.0%) 13.792 (±5.0%) 52.39 (±3.7%)
443
South Australia, Australia
440 (±0.1%) 6.543 (±0.9%) 83.91 (±0.1%)
386
Angola
12250962 (±302.9%) 97.258 (±13.9%) 577.82 (±18.6%)
372
Syria
204227 (±167.7%) 83.280 (±13.2%) 453.77 (±16.9%)
369
Vietnam
332 (±0.8%) 13.831 (±2.4%) 82.40 (±0.6%)
363
Fujian, China
296 (±0.2%) 4.669 (±0.9%) 30.36 (±0.2%)
349
Hebei, China
329 (±0.2%) 5.614 (±1.6%) 34.34 (±0.4%)
342
Mauritius
337 (±0.3%) 7.516 (±1.6%) 89.43 (±0.1%)
336
Isle of Man, United Kingdom
335 (±0.2%) 8.994 (±1.0%) 95.25 (±0.1%)
325
Manitoba, Canada
299 (±0.6%) 9.239 (±2.7%) 90.65 (±0.3%)
321
Shaanxi, China
285 (±0.8%) 6.552 (±5.4%) 32.65 (±2.0%)
316
Burma
314 (±2.3%) 21.256 (±3.6%) 117.30 (±0.9%)
314
Botswana
4544005 (±920.0%) 68.142 (±45.9%) 429.06 (±54.6%)
311
Comoros
415 (±5.0%) 20.323 (±4.1%) 160.22 (±0.9%)
284
Guyana
426 (±9.9%) 35.235 (±5.5%) 155.39 (±3.8%)
261
Newfoundland and Labrador, Canada
260 (±0.2%) 6.702 (±1.1%) 87.32 (±0.1%)
254
Guangxi, China
254 (±0.1%) 5.271 (±0.4%) 31.44 (±0.1%)
249
Martinique, France
211 (±1.2%) 12.925 (±4.1%) 87.04 (±0.9%)
244
Inner Mongolia, China
76 (±0.4%) 5.386 (±1.4%) 32.62 (±0.4%)
228
Tasmania, Australia
231 (±0.4%) 11.057 (±1.6%) 94.11 (±0.2%)
227
Mongolia
238 (±2.5%) 17.576 (±4.1%) 132.90 (±0.6%)
215
Eritrea
9177345 (±1133.3%) 104.836 (±51.1%) 617.80 (±69.6%)
201
Cayman Islands, United Kingdom
256 (±3.4%) 26.594 (±3.2%) 130.19 (±1.3%)
199
Tianjin, China
137 (±0.4%) 5.585 (±1.2%) 32.97 (±0.3%)
199
Shanxi, China
134 (±0.3%) 4.347 (±1.3%) 31.55 (±0.3%)
191
Burundi
872 (±23.4%) 37.415 (±6.5%) 208.63 (±4.7%)
188
Faroe Islands, Denmark
187 (±0.1%) 6.276 (±0.9%) 79.23 (±0.1%)
187
Yunnan, China
182 (±0.2%) 4.972 (±1.8%) 30.30 (±0.5%)
184
Guadeloupe, France
163 (±0.7%) 9.009 (±3.5%) 83.17 (±0.5%)
179
Gibraltar, United Kingdom
165 (±0.9%) 11.440 (±3.4%) 89.66 (±0.6%)
171
Hainan, China
169 (±0.1%) 5.137 (±1.1%) 31.78 (±0.3%)
167
Gansu, China
144 (±0.8%) 11.417 (±3.5%) 37.22 (±2.2%)
165
New Brunswick, Canada
141 (±1.4%) 11.186 (±5.7%) 88.19 (±1.0%)
159
Liaoning, China
124 (±0.3%) 4.697 (±1.3%) 30.00 (±0.3%)
155
Jilin, China
168 (±3.8%) 28.856 (±7.1%) 46.47 (±8.3%)
148
Bermuda, United Kingdom
144 (±0.6%) 14.309 (±1.7%) 100.66 (±0.3%)
147
Guizhou, China
147 (±0.1%) 4.471 (±1.2%) 34.71 (±0.2%)
141
Cambodia
126 (±0.5%) 6.533 (±3.0%) 79.37 (±0.3%)
141
Brunei
140 (±0.2%) 7.162 (±1.2%) 76.30 (±0.1%)
133
Trinidad and Tobago
119 (±0.5%) 7.574 (±2.8%) 82.98 (±0.3%)
111
Australian Capital Territory, Australia
107 (±0.2%) 6.385 (±1.3%) 84.44 (±0.1%)
108
Monaco
99 (±0.3%) 8.739 (±1.7%) 86.59 (±0.2%)
105
Aruba, Netherlands
101 (±0.3%) 8.312 (±1.3%) 88.22 (±0.1%)
104
Bahamas
104 (±0.3%) 13.544 (±0.8%) 100.41 (±0.2%)
98
Barbados
93 (±0.6%) 11.476 (±2.5%) 90.07 (±0.4%)
91
Lesotho
43520 (±635.7%) 33.404 (±49.8%) 262.85 (±35.6%)
86
Liechtenstein
82 (±0.3%) 7.187 (±1.7%) 80.38 (±0.2%)
80
Bhutan
93 (±3.2%) 19.362 (±3.5%) 147.99 (±0.6%)
78
Sint Maarten, Netherlands
77 (±0.3%) 8.812 (±1.3%) 96.14 (±0.1%)
76
Xinjiang, China
76 (±0.2%) 5.316 (±1.2%) 34.59 (±0.3%)
75
Ningxia, China
75 (±0.1%) 5.647 (±1.0%) 33.46 (±0.3%)
70
Antigua and Barbuda
101367 (±1447.6%) 124.328 (±99.7%) 655.88 (±140.9%)
62
French Polynesia, France
60 (±0.3%) 9.553 (±1.4%) 84.85 (±0.2%)
61
Gambia
460 (±65.2%) 58.221 (±14.0%) 263.19 (±16.2%)
46
Macau, China
45 (±0.4%) 8.346 (±2.2%) 77.86 (±0.3%)
43
St Martin, France
41 (±0.5%) 9.843 (±2.3%) 88.87 (±0.3%)
32
Prince Edward Island, Canada
27 (±0.5%) 6.337 (±3.3%) 87.16 (±0.2%)
30
Northern Territory, Australia
29 (±0.3%) 6.766 (±2.0%) 86.26 (±0.2%)
30
Belize
21 (±1.8%) 9.121 (±8.6%) 96.87 (±0.9%)
24
Timor-Leste
24 (±0.3%) 4.366 (±3.1%) 105.48 (±0.1%)
23
Grenada
23 (±0.8%) 14.416 (±2.9%) 92.85 (±0.6%)
23
Curacao, Netherlands
23 (±2.3%) 21.069 (±5.1%) 91.17 (±1.5%)
21
New Caledonia, France
19 (±0.7%) 5.452 (±5.7%) 82.58 (±0.4%)
21
Fiji
18 (±0.6%) 8.353 (±3.0%) 89.99 (±0.3%)
19
Laos
19 (±0.4%) 7.902 (±2.5%) 89.10 (±0.2%)
18
Qinghai, China
18 (±0.2%) 3.610 (±2.0%) 29.23 (±0.4%)

Länder/Orte in dieser Liste müssen Bedingungen im Datensatz haben: Anzahl Infizierter muß mindestens 13 betragen und weiterhin mindestens 7 subsequent steigende Zahlen vorliegen. Bei Erstaufnahme wird der Wendepunkt geraten, wobei die x über die Hälfte vom Maximalwert gesucht wird und den ersten darüber nimmt. Ist der Wendepunkt dann am letzten Wert, wird dieser Datensatz übersprungen.

Ausgelassene Länder/Orte können in dieser Liste gefunden werden.


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