Arizona Covid 19 Cases, Deaths (Adjusted for CDC Excess Deaths), Inferred Infections
George Robertson
November, 07, 2020
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Excess Deaths for Arizona
The CDC provides a weekly report on deaths for any cause. The average of daily deaths from 2015 to 2019 is calculated. The daily deaths for any cause is netted against the average giving excess deaths for 2020.
The excess deaths are then used to qualify the reported AZ Covid 19 deaths. The reported deaths are approximately 60% of the CDC excess deaths.
The excess deaths from the CDC weekly report is “disaggregated”, converted from weekly to daily. This daily excess death is then cumulative summed.
Ratio of cumulative excess deaths to reported deaths
The AZ reported deaths percentage of AZ cumulative excess deaths is shown.
CDC excess deaths are used to adjust reported deaths
The reported deaths are adjusted upwards by dividing them by the percentage of reported deaths to excess deaths. The objective is to identify the presence and growth of Covid 19, not to account for the severity or co-morbidty.
Daily Adjusted Deaths
Smoothed daily adjusted deaths will be used below.
Daily new cases and smoothed daily new cases
Daily new cases shown with the smoothed daily new cases overlayed.
Smoothed daily new cases will be used below.
Data is from the NY Times github data repository.
Daily new cases compared to daily deaths
Daily deaths are multiplied by ten in the plot below so as to have similar scale so as to see if there is correlation.
Daily deaths scatter plotted against new case
Daily Deaths Lagged, Daily New Cases
Daily Deaths are lagged by 18 days (the mean of Covid 19 time to death after infection). The lagged daily deaths are multiped by 10X so as to be on similar scale. Daily cases and lagged daily deaths are compared by plot line and then by scatter plot.
Data table
## death dai daism adjdeath daiadj daiadjsm xcess cumx per
## 2020-03-02 0 0 0.004 0 0.0 -0.000000000002 NA NA 0.4
## 2020-03-03 0 0 -0.006 0 0.0 -0.009145235104 NA NA 0.4
## 2020-03-04 0 0 -0.013 0 0.0 -0.017231901500 NA NA 0.4
## 2020-03-05 0 0 -0.017 0 0.0 -0.023066093391 NA NA 0.4
## 2020-03-06 0 0 -0.017 0 0.0 -0.025453904983 NA NA 0.4
## 2020-03-07 0 0 -0.012 0 0.0 -0.023201430479 12.2 12 0.4
## 2020-03-08 0 0 0.000 0 0.0 -0.015114764083 12.1 24 0.4
## 2020-03-09 0 0 0.000 0 0.0 0.000000000000 12.0 36 0.4
## 2020-03-10 0 0 0.000 0 0.0 0.000000000000 11.7 48 0.4
## 2020-03-11 0 0 0.000 0 0.0 0.000000000000 11.4 59 0.4
## 2020-03-12 0 0 0.000 0 0.0 0.000000000000 11.0 70 0.4
## 2020-03-13 0 0 0.000 0 0.0 0.080638831746 10.6 81 0.4
## 2020-03-14 0 0 0.077 0 0.0 0.161277663491 10.1 91 0.4
## 2020-03-15 0 0 0.077 0 0.0 0.241900587541 9.4 100 0.4
## 2020-03-16 0 0 0.154 0 0.0 0.322523511591 8.5 109 0.4
## 2020-03-17 0 0 0.154 0 0.0 0.644856224939 7.5 116 0.4
## 2020-03-18 0 0 0.462 0 0.0 0.967188938286 6.3 123 0.4
## 2020-03-19 0 0 0.462 0 0.0 1.128259971072 4.9 128 0.4
## 2020-03-20 1 1 0.615 2 2.3 1.852579809080 3.4 131 0.4
## 2020-03-21 1 0 1.154 2 0.0 2.415828614303 1.7 133 0.4
## 2020-03-22 2 1 1.154 5 2.3 2.656983236126 0.5 133 0.4
## 2020-03-23 2 0 1.385 5 0.0 3.058828458366 -0.4 133 0.4
## 2020-03-24 6 4 1.538 14 9.0 3.540710473960 -0.8 132 0.4
## 2020-03-25 6 0 1.846 14 0.0 4.263035695071 -0.9 131 0.4
## 2020-03-26 8 2 2.231 18 4.5 5.145009491179 -0.5 131 0.4
## 2020-03-27 15 7 2.615 34 15.8 6.025483686271 0.4 131 0.4
## 2020-03-28 15 0 3.077 34 0.0 7.383967110193 1.6 133 0.4
## 2020-03-29 18 3 3.923 41 6.8 9.139156653985 2.8 135 0.4
## 2020-03-30 20 2 4.769 45 4.5 10.174340606425 3.8 139 0.4
## 2020-03-31 24 4 4.692 54 9.0 10.885983576637 4.9 144 0.4
## 2020-04-01 29 5 5.462 65 11.2 11.597019001201 5.8 150 0.4
## 2020-04-02 35 6 5.538 79 13.5 12.388053547109 6.7 157 0.4
## 2020-04-03 41 6 5.692 92 13.4 13.011099730880 7.5 164 0.4
## 2020-04-04 53 12 6.308 119 26.8 14.266487683397 8.2 172 0.4
## 2020-04-05 64 11 7.231 144 24.6 15.604749466780 9.2 181 0.4
## 2020-04-06 67 3 7.462 150 6.7 15.991072242783 10.4 192 0.4
## 2020-04-07 77 10 7.538 173 22.3 16.611120577329 11.9 204 0.4
## 2020-04-08 80 3 7.846 179 6.7 17.460530408401 13.7 217 0.4
## 2020-04-09 89 9 8.231 199 20.0 18.225829137957 15.7 233 0.4
## 2020-04-10 97 8 8.538 217 17.7 19.766808972843 18.0 251 0.4
## 2020-04-11 112 15 9.308 250 33.2 20.591467452741 20.5 272 0.4
## 2020-04-12 117 5 9.000 261 11.0 19.845443340502 22.2 294 0.4
## 2020-04-13 122 5 9.308 272 11.0 19.507302613100 22.9 317 0.4
## 2020-04-14 131 9 8.769 292 19.8 20.412044154029 22.8 339 0.4
## 2020-04-15 142 11 10.231 316 24.2 22.859617379421 21.8 361 0.4
## 2020-04-16 152 10 11.308 338 21.9 25.297001362195 19.8 381 0.4
## 2020-04-17 174 22 12.308 386 48.1 26.406652062113 17.0 398 0.5
## 2020-04-18 181 7 12.000 402 15.3 25.966367350743 13.3 411 0.5
## 2020-04-19 188 7 12.154 417 15.2 25.075266112663 10.6 422 0.5
## 2020-04-20 191 3 11.923 423 6.5 24.439954199481 8.9 431 0.5
## 2020-04-21 213 22 11.231 471 47.8 24.863361539241 8.3 439 0.5
## 2020-04-22 236 23 11.923 521 49.7 25.653409849376 8.6 448 0.5
## 2020-04-23 257 21 12.000 566 45.2 25.753062059556 9.9 458 0.5
## 2020-04-24 268 11 11.231 590 23.6 24.918585976499 12.3 470 0.5
## 2020-04-25 275 7 11.462 605 15.0 25.147881116245 15.7 486 0.5
## 2020-04-26 277 2 12.692 609 4.3 26.471240556272 18.5 504 0.5
## 2020-04-27 277 0 13.154 609 0.0 26.370784042744 20.9 525 0.5
## 2020-04-28 297 20 11.462 652 42.7 26.905265967022 22.7 548 0.5
## 2020-04-29 308 11 12.231 675 23.4 28.206754509792 24.1 572 0.5
## 2020-04-30 320 12 13.000 700 25.5 28.904999015088 24.9 597 0.5
## 2020-05-01 330 10 14.000 722 21.2 33.149063473065 25.3 622 0.5
## 2020-05-02 353 23 18.615 770 48.6 37.786888139333 25.1 647 0.5
## 2020-05-03 362 9 19.615 789 19.0 38.483278989404 25.3 672 0.5
## 2020-05-04 362 0 19.923 789 0.0 39.057781919413 25.8 698 0.5
## 2020-05-05 395 33 18.846 858 69.2 39.419334819238 26.6 725 0.5
## 2020-05-06 426 31 19.538 923 64.7 40.817964368044 27.8 753 0.5
## 2020-05-07 450 24 21.077 973 49.8 43.533750178864 29.3 782 0.5
## 2020-05-08 517 67 22.615 1111 137.8 45.946474084137 31.1 813 0.5
## 2020-05-09 532 15 22.923 1141 30.6 47.369427569362 33.3 846 0.5
## 2020-05-10 536 4 24.385 1150 8.2 47.015736738971 34.7 881 0.5
## 2020-05-11 542 6 24.462 1162 12.2 46.834075540385 35.2 916 0.5
## 2020-05-12 562 20 22.385 1202 40.6 46.056921618447 34.8 951 0.5
## 2020-05-13 594 32 21.385 1267 64.7 45.565860974074 33.6 985 0.5
## 2020-05-14 624 30 22.846 1327 60.3 45.615820525896 31.6 1016 0.5
## 2020-05-15 651 27 18.923 1381 54.0 40.868481146223 28.8 1045 0.5
## 2020-05-16 679 28 18.692 1437 55.7 37.355065743500 25.1 1070 0.5
## 2020-05-17 680 1 20.231 1439 2.0 37.706318229122 22.1 1092 0.5
## 2020-05-18 686 6 19.846 1451 11.9 37.463694871190 19.6 1112 0.5
## 2020-05-19 704 18 18.769 1486 35.6 36.061451324245 17.9 1130 0.5
## 2020-05-20 747 43 16.385 1571 84.6 34.027185977491 16.7 1146 0.5
## 2020-05-21 763 16 15.923 1602 31.3 33.008290923599 16.2 1163 0.5
## 2020-05-22 775 12 15.846 1626 23.4 32.629703574874 16.4 1179 0.5
## 2020-05-23 799 24 15.846 1672 46.7 31.854432302038 17.2 1196 0.5
## 2020-05-24 800 1 17.154 1674 1.9 31.224768460093 17.8 1214 0.5
## 2020-05-25 806 6 16.923 1686 11.6 31.747728754616 18.3 1232 0.5
## 2020-05-26 807 1 16.462 1688 1.9 32.557655122270 18.7 1251 0.5
## 2020-05-27 831 24 15.077 1734 46.4 32.648069747835 18.9 1270 0.5
## 2020-05-28 857 26 16.923 1784 50.0 32.338340700683 19.1 1289 0.5
## 2020-05-29 885 28 17.308 1838 53.6 32.589648460266 19.0 1308 0.5
## 2020-05-30 903 18 16.692 1872 34.3 33.147666930170 18.9 1327 0.5
## 2020-05-31 906 3 18.923 1878 5.7 33.537511560663 19.2 1346 0.5
## 2020-06-01 918 12 18.615 1901 22.8 33.450152539545 19.9 1366 0.5
## 2020-06-02 943 25 18.846 1948 47.4 34.683784287908 21.0 1387 0.5
## 2020-06-03 983 40 18.692 2023 75.3 36.121372001174 22.6 1410 0.5
## 2020-06-04 1000 17 18.692 2055 31.9 36.351528294342 24.5 1434 0.5
## 2020-06-05 1016 16 18.846 2085 29.9 36.371780441919 26.9 1461 0.5
## 2020-06-06 1046 30 19.538 2141 55.8 37.127105632479 29.8 1491 0.5
## 2020-06-07 1048 2 21.846 2145 3.7 38.093306956959 32.3 1523 0.5
## 2020-06-08 1052 4 21.231 2152 7.4 37.977952194847 34.5 1557 0.5
## 2020-06-09 1074 22 20.077 2193 40.7 37.659949706953 36.3 1594 0.5
## 2020-06-10 1100 26 18.846 2241 47.9 36.357835709716 37.9 1632 0.5
## 2020-06-11 1130 30 19.385 2296 55.0 36.295730699980 39.2 1671 0.5
## 2020-06-12 1157 27 20.846 2345 49.2 38.535615390038 40.1 1711 0.5
## 2020-06-13 1190 33 21.231 2405 59.9 39.264836871857 40.7 1752 0.5
## 2020-06-14 1194 4 23.000 2412 7.2 38.901837994562 41.6 1793 0.5
## 2020-06-15 1204 10 22.923 2430 18.1 38.944049904837 42.6 1836 0.5
## 2020-06-16 1228 24 21.538 2473 43.2 40.227809579825 43.9 1880 0.5
## 2020-06-17 1252 24 22.923 2516 43.0 44.086901429334 45.3 1925 0.5
## 2020-06-18 1287 35 25.923 2579 62.4 46.403920642469 47.0 1972 0.5
## 2020-06-19 1322 35 26.000 2641 62.0 46.964138561086 48.8 2021 0.5
## 2020-06-20 1347 25 26.692 2685 44.1 48.296699634428 50.9 2072 0.5
## 2020-06-21 1350 3 29.769 2690 5.3 49.349906596304 52.8 2125 0.5
## 2020-06-22 1354 4 30.000 2697 7.0 49.471249545713 54.4 2179 0.5
## 2020-06-23 1398 44 28.462 2774 77.0 50.341117370402 55.9 2235 0.5
## 2020-06-24 1467 69 30.231 2894 119.6 54.881015846853 57.1 2292 0.5
## 2020-06-25 1495 28 33.769 2942 48.1 58.265184656112 58.1 2350 0.5
## 2020-06-26 1537 42 34.154 3014 71.8 58.267061889554 58.9 2409 0.5
## 2020-06-27 1581 44 35.000 3088 74.6 57.679236616472 59.5 2468 0.5
## 2020-06-28 1594 13 36.231 3110 21.9 57.482621524668 60.5 2529 0.5
## 2020-06-29 1598 4 36.538 3117 6.7 57.679936465308 62.1 2591 0.5
## 2020-06-30 1645 47 33.385 3196 78.9 60.645147715013 64.2 2655 0.5
## 2020-07-01 1726 81 35.846 3330 134.5 61.683789065612 66.7 2722 0.5
## 2020-07-02 1766 40 36.769 3396 65.7 62.116781399197 69.7 2792 0.5
## 2020-07-03 1802 36 39.231 3455 58.8 64.548957749534 73.3 2865 0.5
## 2020-07-04 1821 19 39.385 3486 30.9 65.460772410027 77.3 2942 0.5
## 2020-07-05 1829 8 43.385 3499 13.0 70.005165971900 81.3 3024 0.5
## 2020-07-06 1832 3 49.308 3504 4.9 73.986648403038 85.3 3109 0.5
## 2020-07-07 1933 101 46.538 3666 162.2 76.402378825698 89.3 3198 0.5
## 2020-07-08 1973 40 47.308 3729 63.5 78.994188305173 93.3 3291 0.5
## 2020-07-09 2047 74 52.000 3846 116.4 80.511461635866 97.3 3389 0.5
## 2020-07-10 2093 46 54.154 3917 71.6 84.083562742486 101.3 3490 0.5
## 2020-07-11 2158 65 59.692 4018 100.3 92.442284614043 105.3 3595 0.5
## 2020-07-12 2239 81 69.538 4141 123.5 99.499274944087 109.0 3704 0.5
## 2020-07-13 2250 11 72.000 4158 16.6 101.949404894101 112.2 3816 0.5
## 2020-07-14 2341 91 66.308 4294 136.6 103.360347858034 115.2 3932 0.5
## 2020-07-15 2442 101 72.692 4444 149.3 104.144010866008 117.7 4049 0.5
## 2020-07-16 2506 64 71.462 4537 93.4 104.883061223341 119.9 4169 0.6
## 2020-07-17 2597 91 74.923 4668 131.2 106.726031558850 121.7 4291 0.6
## 2020-07-18 2733 136 76.769 4861 192.6 110.917110553925 123.2 4414 0.6
## 2020-07-19 2768 35 80.692 4910 48.9 110.200420376164 123.9 4538 0.6
## 2020-07-20 2795 27 81.769 4947 37.5 106.662283798800 123.7 4662 0.6
## 2020-07-21 2918 123 75.308 5116 169.0 106.231854805154 122.7 4784 0.6
## 2020-07-22 2976 58 75.538 5195 78.6 102.808955421350 120.8 4905 0.6
## 2020-07-23 3067 91 74.154 5317 122.0 103.198013232482 118.1 5023 0.6
## 2020-07-24 3156 89 79.308 5435 117.7 105.085741069888 114.6 5138 0.6
## 2020-07-25 3288 132 74.000 5606 171.6 98.942637002593 110.3 5248 0.6
## 2020-07-26 3313 25 75.769 5638 32.1 93.507582281374 106.7 5355 0.6
## 2020-07-27 3320 7 74.923 5647 9.0 91.791862462403 103.8 5459 0.6
## 2020-07-28 3424 104 66.692 5779 132.2 87.864700187428 101.7 5561 0.6
## 2020-07-29 3470 46 67.231 5837 57.8 85.280751898845 100.3 5661 0.6
## 2020-07-30 3628 158 66.615 6033 195.7 84.611332880035 99.6 5760 0.6
## 2020-07-31 3695 67 65.308 6115 81.7 82.348717421583 99.6 5860 0.6
## 2020-08-01 3753 58 61.308 6185 70.0 77.558021653632 100.4 5960 0.6
## 2020-08-02 3769 16 63.615 6204 19.2 73.013250700733 100.2 6061 0.6
## 2020-08-03 3785 16 64.000 6223 19.2 72.235723671711 99.0 6160 0.6
## 2020-08-04 3850 65 56.385 6301 77.5 69.335741514426 96.9 6257 0.6
## 2020-08-05 3933 83 56.538 6398 97.9 70.191786140076 93.8 6350 0.6
## 2020-08-06 4005 72 55.385 6482 84.0 68.297281958661 89.8 6440 0.6
## 2020-08-07 4085 80 53.077 6575 92.3 61.454820949776 84.8 6525 0.6
## 2020-08-08 4140 55 51.769 6638 62.9 60.404370458356 78.8 6604 0.6
## 2020-08-09 4152 12 56.000 6651 13.6 60.441002236741 73.7 6678 0.6
## 2020-08-10 4157 5 55.692 6657 5.7 59.533656365428 69.5 6747 0.6
## 2020-08-11 4205 48 50.692 6711 54.3 57.085285695553 66.0 6813 0.6
## 2020-08-12 4348 143 46.308 6871 159.7 55.953894630879 63.4 6876 0.6
## 2020-08-13 4385 37 49.077 6912 40.8 55.289302703398 61.7 6938 0.6
## 2020-08-14 4426 41 46.385 6957 45.0 51.073234064174 60.8 6999 0.6
## 2020-08-15 4497 71 42.923 7034 77.3 48.234028989274 60.8 7060 0.6
## 2020-08-16 4509 12 46.769 7047 13.0 48.386293857487 60.6 7120 0.6
## 2020-08-17 4509 0 47.538 7047 0.0 48.255535302112 60.3 7181 0.6
## 2020-08-18 4535 26 43.846 7075 28.1 46.893870531683 59.8 7240 0.6
## 2020-08-19 4643 108 34.462 7191 115.6 43.832256389638 59.3 7300 0.6
## 2020-08-20 4688 45 39.538 7238 47.7 41.678755973377 58.6 7358 0.6
## 2020-08-21 4698 10 38.923 7249 10.6 41.567652286219 57.7 7416 0.6
## 2020-08-22 4760 62 37.154 7314 65.1 40.032163650794 56.8 7473 0.7
## 2020-08-23 4775 15 38.538 7330 15.7 38.722597708848 56.0 7529 0.7
## 2020-08-24 4775 0 40.308 7330 0.0 39.016075902564 55.4 7584 0.7
## 2020-08-25 4796 21 38.154 7352 21.9 38.553023851520 55.0 7639 0.7
## 2020-08-26 4899 103 31.154 7458 106.4 34.824366647600 54.9 7694 0.7
## 2020-08-27 4932 33 29.385 7492 33.8 32.033095182543 54.9 7749 0.7
## 2020-08-28 4980 48 33.462 7541 48.9 33.655871059138 55.1 7804 0.7
## 2020-08-29 5010 30 31.846 7571 30.4 33.571458640193 55.5 7859 0.7
## 2020-08-30 5033 23 33.231 7594 23.2 32.343388512638 55.0 7914 0.7
## 2020-08-31 5031 -2 34.308 7592 -2.0 32.205869146317 53.7 7968 0.7
## 2020-09-01 5048 17 32.538 7609 17.1 31.424377713740 51.6 8020 0.7
## 2020-09-02 5070 22 24.769 7631 22.1 28.033668330978 48.6 8068 0.7
## 2020-09-03 5133 63 24.692 7694 63.0 24.915857600335 44.7 8113 0.7
## 2020-09-04 5174 41 22.692 7735 40.7 23.254204235231 40.0 8153 0.7
## 2020-09-05 5207 33 21.538 7768 32.6 21.848937919003 34.5 8187 0.7
## 2020-09-06 5221 14 21.769 7782 13.8 21.045667708294 29.9 8217 0.7
## 2020-09-07 5219 -2 22.385 7780 -2.0 20.496356047191 26.3 8244 0.7
## 2020-09-08 5221 2 21.077 7782 2.0 20.787672280487 23.6 8267 0.7
## 2020-09-09 5253 32 21.231 7813 31.4 21.252500504984 22.0 8289 0.7
## 2020-09-10 5275 22 18.692 7834 21.5 20.452285755493 21.3 8310 0.7
## 2020-09-11 5290 15 18.231 7849 14.6 19.457372355591 21.5 8332 0.7
## 2020-09-12 5316 26 19.077 7874 25.3 18.889023903972 22.8 8355 0.7
## 2020-09-13 5322 6 19.231 7880 5.8 18.083493959204 23.6 8378 0.7
## 2020-09-14 5322 0 20.077 7880 0.0 18.035375879731 24.1 8403 0.7
## 2020-09-15 5346 24 20.077 7903 23.3 18.747944404236 24.2 8427 0.7
## 2020-09-16 5376 30 19.077 7932 29.0 19.046171573101 23.9 8451 0.7
## 2020-09-17 5411 35 19.308 7966 33.7 19.147402083922 23.2 8474 0.7
## 2020-09-18 5455 44 20.769 8008 42.1 19.941969092098 22.2 8496 0.7
## 2020-09-19 5471 16 20.923 8024 15.3 20.625726436376 20.7 8517 0.7
## 2020-09-20 5480 9 23.154 8032 8.6 20.684132619031 19.8 8537 0.7
## 2020-09-21 5482 2 23.154 8034 1.9 20.509359862742 19.4 8556 0.7
## 2020-09-22 5501 19 21.385 8052 18.0 19.978537320060 19.6 8576 0.7
## 2020-09-23 5526 25 19.692 8076 23.7 19.111454971079 20.4 8596 0.7
## 2020-09-24 5560 34 18.692 8108 32.1 18.269873965550 21.6 8618 0.7
## 2020-09-25 5588 28 16.846 8134 26.3 16.856210195115 23.4 8641 0.7
## 2020-09-26 5623 35 17.077 8167 32.8 15.832933980461 25.8 8667 0.7
## 2020-09-27 5623 0 17.308 8167 0.0 15.411682345335 27.2 8694 0.7
## 2020-09-28 5624 1 17.231 8168 0.9 15.103792529603 27.8 8722 0.7
## 2020-09-29 5632 8 15.846 8175 7.5 14.622226678014 27.4 8749 0.7
## 2020-09-30 5654 22 14.385 8196 20.5 13.988674443739 26.1 8775 0.7
## 2020-10-01 5674 20 13.308 8214 18.6 12.984604406496 23.9 8799 0.7
## 2020-10-02 5693 19 11.923 8232 17.6 11.326000228967 20.8 8820 0.7
## 2020-10-03 5705 12 9.462 8243 11.1 9.740905900475 16.8 8837 0.7
## 2020-10-04 5706 1 10.462 8244 0.9 8.997265442000 13.8 8851 0.7
## 2020-10-05 5707 1 10.385 8245 0.9 8.963903919011 11.7 8862 0.7
## 2020-10-06 5713 6 9.769 8250 5.5 8.926031894472 10.6 8873 0.7
## 2020-10-07 5733 20 8.692 8269 18.4 8.353139853505 10.5 8883 0.7
## 2020-10-08 5743 10 7.538 8278 9.2 7.676956583434 11.4 8895 0.7
## 2020-10-09 5746 3 7.385 8281 2.8 7.494911767973 13.2 8908 0.7
## 2020-10-10 5759 13 7.769 8293 11.9 7.610314383035 16.0 8924 0.7
## 2020-10-11 5759 0 9.077 8293 0.0 7.864510457600 18.5 8942 0.7
## 2020-10-12 5759 0 9.231 8293 0.0 7.993578710018 20.5 8963 0.7
## 2020-10-13 5767 8 9.000 8300 7.3 8.087536090964 22.2 8985 0.7
## 2020-10-14 5772 5 8.000 8305 4.6 8.009590189534 23.5 9009 0.7
## 2020-10-15 5789 17 8.538 8320 15.6 7.735367409387 24.4 9033 0.7
## 2020-10-16 5806 17 8.692 8336 15.5 7.664210261129 25.0 9058 0.7
## 2020-10-17 5824 18 8.154 8352 16.4 7.494964347895 25.1 9083 0.7
## 2020-10-18 5827 3 8.538 8355 2.7 7.359373448438 25.3 9108 0.7
## 2020-10-19 5830 3 8.846 8358 2.7 7.521032402545 25.4 9134 0.7
## 2020-10-20 5837 7 8.308 8364 6.4 7.807757609522 25.5 9159 0.7
## 2020-10-21 5854 17 9.154 8380 15.4 8.381805171708 25.5 9185 0.7
## 2020-10-22 5859 5 9.000 8384 4.5 8.595801957553 25.6 9210 0.7
## 2020-10-23 5865 6 8.769 8390 5.4 8.384904506648 25.6 9236 0.7
## 2020-10-24 5870 5 8.462 8394 4.5 9.133265053442 NA NA 0.7
## 2020-10-25 5874 4 11.692 8398 3.6 9.953110159793 NA NA 0.7
## 2020-10-26 5875 1 11.615 8399 0.9 9.853711762688 NA NA 0.7
## 2020-10-27 5891 16 11.154 8413 14.5 10.833249132819 NA NA 0.7
## 2020-10-28 5906 15 12.923 8427 13.5 12.498481602787 NA NA 0.7
## 2020-10-29 5920 14 15.385 8439 12.6 13.839592817555 NA NA 0.7
## 2020-10-30 5934 14 17.077 8452 12.6 15.120861661423 NA NA 0.7
## 2020-10-31 5979 45 18.538 8492 40.3 16.210777215483 NA NA 0.7
## 2020-11-01 5981 2 19.172 8494 1.8 17.300692769542 NA NA 0.7
## 2020-11-02 5982 1 19.925 8495 0.9 18.390608323602 NA NA 0.7
## 2020-11-03 6022 40 20.677 8530 35.6 19.480523877662 NA NA 0.7
## 2020-11-04 6059 37 21.430 8563 32.8 20.570439431721 NA NA 0.7
## 2020-11-05 6087 28 22.183 8588 24.7 21.660354985781 NA NA 0.7
## 2020-11-06 6111 24 22.935 8609 21.1 22.750270539841 NA NA 0.7
## cas pop infdai cuminf adjinf dcas dcassm date perinf
## 2020-03-02 1 7171646 371 371 452 1 0.8 2020-03-02 0.00005
## 2020-03-03 2 7171646 483 854 452 1 0.8 2020-03-03 0.00012
## 2020-03-04 2 7171646 531 1385 903 0 0.8 2020-03-04 0.00019
## 2020-03-05 2 7171646 612 1997 903 0 0.8 2020-03-05 0.00028
## 2020-03-06 3 7171646 708 2705 2708 1 0.8 2020-03-06 0.00038
## 2020-03-07 5 7171646 853 3558 2708 2 0.8 2020-03-07 0.00050
## 2020-03-08 5 7171646 1029 4587 3610 0 0.8 2020-03-08 0.00064
## 2020-03-09 6 7171646 1205 5792 6764 1 0.9 2020-03-09 0.00081
## 2020-03-10 6 7171646 1477 7268 6764 0 1.1 2020-03-10 0.00101
## 2020-03-11 9 7171646 1828 9096 8115 3 1.4 2020-03-11 0.00127
## 2020-03-12 9 7171646 2035 11131 9015 0 1.8 2020-03-12 0.00155
## 2020-03-13 9 7171646 2177 13308 10813 0 2.8 2020-03-13 0.00186
## 2020-03-14 12 7171646 2319 15628 13060 3 4.5 2020-03-14 0.00218
## 2020-03-15 13 7171646 2478 18105 15752 1 6.8 2020-03-15 0.00252
## 2020-03-16 18 7171646 2602 20708 18442 5 10.2 2020-03-16 0.00289
## 2020-03-17 20 7171646 2853 23561 23811 2 15.5 2020-03-17 0.00329
## 2020-03-18 28 7171646 3121 26682 28722 8 22.6 2020-03-18 0.00372
## 2020-03-19 47 7171646 3198 29880 30060 19 29.6 2020-03-19 0.00417
## 2020-03-20 70 7171646 3322 33202 34513 23 37.0 2020-03-20 0.00463
## 2020-03-21 104 7171646 3492 36694 35847 34 47.8 2020-03-21 0.00512
## 2020-03-22 153 7171646 3645 40340 39845 49 58.6 2020-03-22 0.00562
## 2020-03-23 234 7171646 3953 44293 43392 81 69.4 2020-03-23 0.00618
## 2020-03-24 326 7171646 4118 48411 50029 92 85.5 2020-03-24 0.00675
## 2020-03-25 402 7171646 3969 52380 52237 76 99.7 2020-03-25 0.00730
## 2020-03-26 508 7171646 3901 56282 54443 106 108.1 2020-03-26 0.00785
## 2020-03-27 665 7171646 4082 60364 58408 157 118.3 2020-03-27 0.00842
## 2020-03-28 773 7171646 4572 64936 63244 108 129.7 2020-03-28 0.00905
## 2020-03-29 930 7171646 5059 69996 67632 157 141.7 2020-03-29 0.00976
## 2020-03-30 1169 7171646 5281 75277 77256 239 155.3 2020-03-30 0.01050
## 2020-03-31 1298 7171646 5193 80470 80310 129 167.0 2020-03-31 0.01122
## 2020-04-01 1413 7171646 5015 85485 83359 115 172.2 2020-04-01 0.01192
## 2020-04-02 1600 7171646 4888 90373 84664 187 172.1 2020-04-02 0.01260
## 2020-04-03 1769 7171646 4973 95346 94216 169 179.4 2020-04-03 0.01329
## 2020-04-04 2019 7171646 5131 100477 104158 250 184.5 2020-04-04 0.01401
## 2020-04-05 2269 7171646 5151 105627 113197 250 183.6 2020-04-05 0.01473
## 2020-04-06 2466 7171646 4984 110611 117917 197 186.0 2020-04-06 0.01542
## 2020-04-07 2577 7171646 5030 115640 120916 111 188.8 2020-04-07 0.01612
## 2020-04-08 2726 7171646 5294 120935 121772 149 187.3 2020-04-08 0.01686
## 2020-04-09 3018 7171646 5274 126209 121772 292 183.3 2020-04-09 0.01760
## 2020-04-10 3112 7171646 5381 131590 130313 94 183.7 2020-04-10 0.01835
## 2020-04-11 3393 7171646 5641 137231 134998 281 185.5 2020-04-11 0.01914
## 2020-04-12 3539 7171646 5781 143012 140096 146 187.1 2020-04-12 0.01994
## 2020-04-13 3702 7171646 6630 149642 144336 163 191.9 2020-04-13 0.02087
## 2020-04-14 3806 7171646 7557 157199 154057 104 195.4 2020-04-14 0.02192
## 2020-04-15 3962 7171646 7697 164896 157850 156 190.5 2020-04-15 0.02299
## 2020-04-16 4234 7171646 7812 172708 157850 272 190.8 2020-04-16 0.02408
## 2020-04-17 4507 7171646 7884 180591 171700 273 196.8 2020-04-17 0.02518
## 2020-04-18 4719 7171646 8164 188755 184631 212 203.4 2020-04-18 0.02632
## 2020-04-19 4929 7171646 8707 197462 194591 210 211.8 2020-04-19 0.02753
## 2020-04-20 5064 7171646 9189 206651 222158 135 220.7 2020-04-20 0.02882
## 2020-04-21 5251 7171646 9474 216125 228282 187 228.1 2020-04-21 0.03014
## 2020-04-22 5459 7171646 9403 225528 229912 208 227.8 2020-04-22 0.03145
## 2020-04-23 5769 7171646 9367 234895 232355 310 225.4 2020-04-23 0.03275
## 2020-04-24 6045 7171646 9211 244106 240478 276 234.3 2020-04-24 0.03404
## 2020-04-25 6280 7171646 9113 253220 253413 235 248.4 2020-04-25 0.03531
## 2020-04-26 6526 7171646 9123 262343 265470 246 263.9 2020-04-26 0.03658
## 2020-04-27 6716 7171646 8174 270516 276263 190 278.7 2020-04-27 0.03772
## 2020-04-28 6948 7171646 7471 277987 287399 232 285.4 2020-04-28 0.03876
## 2020-04-29 7202 7171646 7541 285529 287796 254 291.5 2020-04-29 0.03981
## 2020-04-30 7648 7171646 7493 293021 290174 446 299.9 2020-04-30 0.04086
## 2020-05-01 7962 7171646 7212 300234 297294 314 305.3 2020-05-01 0.04186
## 2020-05-02 8364 7171646 6805 307039 314206 402 319.4 2020-05-02 0.04281
## 2020-05-03 8640 7171646 6602 313641 320465 276 343.5 2020-05-03 0.04373
## 2020-05-04 8919 7171646 6526 320167 325147 279 350.6 2020-05-04 0.04464
## 2020-05-05 9305 7171646 6371 326538 334480 386 347.9 2020-05-05 0.04553
## 2020-05-06 9707 7171646 6245 332783 334868 402 344.4 2020-05-06 0.04640
## 2020-05-07 9945 7171646 6350 339132 337195 238 345.9 2020-05-07 0.04729
## 2020-05-08 10526 7171646 6512 345644 337582 581 355.2 2020-05-08 0.04820
## 2020-05-09 10960 7171646 6530 352173 346861 434 368.3 2020-05-09 0.04911
## 2020-05-10 11119 7171646 6468 358641 356868 159 385.0 2020-05-10 0.05001
## 2020-05-11 11380 7171646 6518 365159 367591 261 389.3 2020-05-11 0.05092
## 2020-05-12 11736 7171646 6630 371788 374456 356 379.0 2020-05-12 0.05184
## 2020-05-13 12176 7171646 6708 378496 375598 440 378.5 2020-05-13 0.05278
## 2020-05-14 12674 7171646 6690 385186 380160 498 374.7 2020-05-14 0.05371
## 2020-05-15 13169 7171646 6937 392123 389632 495 363.6 2020-05-15 0.05468
## 2020-05-16 13631 7171646 7224 399347 404698 462 368.5 2020-05-16 0.05568
## 2020-05-17 13937 7171646 7270 406617 411068 306 381.2 2020-05-17 0.05670
## 2020-05-18 14170 7171646 7274 413892 417046 233 386.0 2020-05-18 0.05771
## 2020-05-19 14566 7171646 7425 421317 428208 396 374.5 2020-05-19 0.05875
## 2020-05-20 14897 7171646 7619 428936 428951 331 353.9 2020-05-20 0.05981
## 2020-05-21 15315 7171646 7596 436531 430434 418 341.8 2020-05-21 0.06087
## 2020-05-22 15608 7171646 7532 444063 438573 293 342.7 2020-05-22 0.06192
## 2020-05-23 16040 7171646 7272 451335 448151 432 360.8 2020-05-23 0.06293
## 2020-05-24 16339 7171646 7259 458594 459147 299 400.5 2020-05-24 0.06395
## 2020-05-25 16561 7171646 7707 466301 468994 222 435.6 2020-05-25 0.06502
## 2020-05-26 16783 7171646 7853 474154 480965 222 441.5 2020-05-26 0.06612
## 2020-05-27 17262 7171646 7780 481934 482412 479 465.0 2020-05-27 0.06720
## 2020-05-28 17763 7171646 7789 489723 486023 501 523.8 2020-05-28 0.06829
## 2020-05-29 18465 7171646 8046 497769 494664 702 559.0 2020-05-29 0.06941
## 2020-05-30 19255 7171646 8817 506586 503269 790 617.0 2020-05-30 0.07064
## 2020-05-31 19936 7171646 9281 515867 515753 681 707.7 2020-05-31 0.07193
## 2020-06-01 20123 7171646 9393 525260 528161 187 795.7 2020-06-01 0.07324
## 2020-06-02 21250 7171646 9659 534919 536977 1127 860.0 2020-06-02 0.07459
## 2020-06-03 22245 7171646 9870 544789 538032 995 880.5 2020-06-03 0.07596
## 2020-06-04 22818 7171646 9894 554683 539439 573 922.9 2020-06-04 0.07734
## 2020-06-05 24369 7171646 10068 564752 554844 1551 991.1 2020-06-05 0.07875
## 2020-06-06 25517 7171646 10976 575728 578766 1148 1062.5 2020-06-06 0.08028
## 2020-06-07 26924 7171646 11653 587381 588393 1407 1161.7 2020-06-07 0.08190
## 2020-06-08 27761 7171646 11653 599034 602747 837 1223.0 2020-06-08 0.08353
## 2020-06-09 28396 7171646 11536 610570 617674 635 1227.6 2020-06-09 0.08514
## 2020-06-10 29981 7171646 11497 622067 622062 1585 1301.7 2020-06-10 0.08674
## 2020-06-11 31525 7171646 11536 633603 623411 1544 1386.2 2020-06-11 0.08835
## 2020-06-12 33167 7171646 12129 645732 639186 1642 1458.5 2020-06-12 0.09004
## 2020-06-13 34773 7171646 12337 658068 666080 1606 1591.8 2020-06-13 0.09176
## 2020-06-14 35953 7171646 12423 670492 679227 1180 1767.8 2020-06-14 0.09349
## 2020-06-15 37005 7171646 12910 683402 690983 1052 1946.1 2020-06-15 0.09529
## 2020-06-16 39298 7171646 13092 696494 697159 2293 2044.0 2020-06-16 0.09712
## 2020-06-17 41159 7171646 14001 710495 699753 1861 2152.4 2020-06-17 0.09907
## 2020-06-18 43731 7171646 14797 725292 700725 2572 2246.3 2020-06-18 0.10113
## 2020-06-19 46914 7171646 15280 740573 733170 3183 2315.2 2020-06-19 0.10326
## 2020-06-20 50198 7171646 15799 756371 745870 3284 2468.6 2020-06-20 0.10547
## 2020-06-21 52666 7171646 16102 772474 769144 2468 2661.3 2020-06-21 0.10771
## 2020-06-22 54767 7171646 16817 789290 783470 2101 2825.4 2020-06-22 0.11006
## 2020-06-23 58397 7171646 18488 807779 803531 3630 2837.7 2020-06-23 0.11264
## 2020-06-24 60207 7171646 19900 827679 828234 1810 2879.6 2020-06-24 0.11541
## 2020-06-25 63297 7171646 20390 848069 831564 3090 3037.7 2020-06-25 0.11825
## 2020-06-26 66676 7171646 20672 868741 858886 3379 3105.6 2020-06-26 0.12114
## 2020-06-27 70152 7171646 20829 889569 888748 3476 3188.5 2020-06-27 0.12404
## 2020-06-28 73961 7171646 20977 910546 907423 3809 3294.9 2020-06-28 0.12696
## 2020-06-29 74602 7171646 21345 931891 933654 641 3315.8 2020-06-29 0.12994
## 2020-06-30 79399 7171646 22183 954075 972164 4797 3377.7 2020-06-30 0.13303
## 2020-07-01 84152 7171646 22040 976115 981944 4753 3466.5 2020-07-01 0.13611
## 2020-07-02 87495 7171646 21332 997447 989452 3343 3495.7 2020-07-02 0.13908
## 2020-07-03 91894 7171646 21246 1018694 1023262 4399 3527.7 2020-07-03 0.14204
## 2020-07-04 94616 7171646 20562 1039255 1038984 2722 3567.4 2020-07-04 0.14491
## 2020-07-05 98126 7171646 20640 1059895 1063375 3510 3682.3 2020-07-05 0.14779
## 2020-07-06 101542 7171646 21017 1080912 1086906 3416 3686.2 2020-07-06 0.15072
## 2020-07-07 105159 7171646 19789 1100701 1121231 3617 3451.9 2020-07-07 0.15348
## 2020-07-08 108710 7171646 18702 1119402 1127656 3551 3349.8 2020-07-08 0.15609
## 2020-07-09 112783 7171646 18358 1137761 1129451 4073 3339.5 2020-07-09 0.15865
## 2020-07-10 116947 7171646 17573 1155334 1155898 4164 3318.0 2020-07-10 0.16110
## 2020-07-11 119991 7171646 17056 1172390 1167467 3044 3356.8 2020-07-11 0.16348
## 2020-07-12 122479 7171646 16922 1189312 1206613 2488 3343.3 2020-07-12 0.16584
## 2020-07-13 123917 7171646 16470 1205782 1222944 1438 3261.5 2020-07-13 0.16813
## 2020-07-14 128126 7171646 15512 1221293 1236953 4209 3129.0 2020-07-14 0.17029
## 2020-07-15 131411 7171646 14603 1235896 1240797 3285 3023.2 2020-07-15 0.17233
## 2020-07-16 134730 7171646 14447 1250343 1244632 3319 2902.5 2020-07-16 0.17435
## 2020-07-17 138575 7171646 13867 1264210 1260123 3845 2781.3 2020-07-17 0.17628
## 2020-07-18 141333 7171646 14038 1278249 1279695 2758 2789.6 2020-07-18 0.17824
## 2020-07-19 143644 7171646 13659 1291908 1296487 2311 2918.8 2020-07-19 0.18014
## 2020-07-20 145320 7171646 12291 1304199 1314946 1676 2918.9 2020-07-20 0.18185
## 2020-07-21 148730 7171646 12081 1316280 1327516 3410 2767.6 2020-07-21 0.18354
## 2020-07-22 150659 7171646 12088 1328368 1330246 1929 2657.1 2020-07-22 0.18522
## 2020-07-23 153029 7171646 11907 1340275 1331382 2370 2543.8 2020-07-23 0.18689
## 2020-07-24 156392 7171646 11417 1351692 1342247 3363 2473.2 2020-07-24 0.18848
## 2020-07-25 160055 7171646 11191 1362883 1374191 3663 2501.5 2020-07-25 0.19004
## 2020-07-26 162041 7171646 11058 1373941 1382354 1986 2590.1 2020-07-26 0.19158
## 2020-07-27 163918 7171646 10215 1384155 1391350 1877 2560.1 2020-07-27 0.19300
## 2020-07-28 165994 7171646 9647 1393802 1406811 2076 2441.2 2020-07-28 0.19435
## 2020-07-29 168361 7171646 9677 1403479 1409409 2367 2348.1 2020-07-29 0.19570
## 2020-07-30 170905 7171646 9651 1413130 1409409 2544 2222.8 2020-07-30 0.19704
## 2020-07-31 174108 7171646 9379 1422509 1415024 3203 2063.6 2020-07-31 0.19835
## 2020-08-01 177019 7171646 8766 1431276 1438136 2911 1948.0 2020-08-01 0.19957
## 2020-08-02 178473 7171646 8336 1439611 1447667 1454 1890.5 2020-08-02 0.20074
## 2020-08-03 179506 7171646 8314 1447925 1449777 1033 1808.3 2020-08-03 0.20190
## 2020-08-04 180537 7171646 8006 1455931 1462796 1031 1681.9 2020-08-04 0.20301
## 2020-08-05 182230 7171646 7745 1463676 1465929 1693 1547.8 2020-08-05 0.20409
## 2020-08-06 183744 7171646 7803 1471479 1465929 1514 1387.0 2020-08-06 0.20518
## 2020-08-07 185104 7171646 7711 1479190 1470306 1360 1218.5 2020-08-07 0.20626
## 2020-08-08 186226 7171646 6965 1486154 1491594 1122 1132.0 2020-08-08 0.20723
## 2020-08-09 187086 7171646 6407 1492561 1498352 860 1104.2 2020-08-09 0.20812
## 2020-08-10 187634 7171646 6731 1499292 1508131 548 1090.9 2020-08-10 0.20906
## 2020-08-11 188780 7171646 6714 1506007 1514211 1146 1033.9 2020-08-11 0.20999
## 2020-08-12 189522 7171646 6469 1512475 1518856 742 957.7 2020-08-12 0.21090
## 2020-08-13 190850 7171646 6441 1518916 1518452 1328 902.1 2020-08-13 0.21179
## 2020-08-14 191810 7171646 6285 1525201 1521878 960 856.0 2020-08-14 0.21267
## 2020-08-15 192670 7171646 5607 1530808 1526299 860 829.9 2020-08-15 0.21345
## 2020-08-16 193554 7171646 4983 1535791 1538889 884 838.1 2020-08-16 0.21415
## 2020-08-17 194027 7171646 4651 1540442 1547027 473 817.2 2020-08-17 0.21480
## 2020-08-18 194931 7171646 4370 1544812 1553545 904 759.8 2020-08-18 0.21541
## 2020-08-19 195568 7171646 4209 1549021 1556302 637 722.6 2020-08-19 0.21599
## 2020-08-20 196305 7171646 4099 1553120 1555909 737 672.0 2020-08-20 0.21656
## 2020-08-21 196925 7171646 4158 1557278 1556302 620 632.8 2020-08-21 0.21714
## 2020-08-22 197909 7171646 4251 1561528 1562585 984 610.1 2020-08-22 0.21774
## 2020-08-23 198117 7171646 4090 1565619 1566889 208 601.3 2020-08-23 0.21831
## 2020-08-24 198421 7171646 3891 1569510 1569817 304 585.6 2020-08-24 0.21885
## 2020-08-25 199293 7171646 3778 1573288 1574878 872 544.2 2020-08-25 0.21938
## 2020-08-26 199495 7171646 3617 1576905 1576044 202 515.3 2020-08-26 0.21988
## 2020-08-27 200172 7171646 3607 1580512 1576044 677 501.8 2020-08-27 0.22038
## 2020-08-28 200694 7171646 3750 1584261 1580697 522 501.2 2020-08-28 0.22091
## 2020-08-29 201317 7171646 3809 1588071 1586493 623 526.0 2020-08-29 0.22144
## 2020-08-30 201695 7171646 3829 1591900 1593227 378 569.4 2020-08-30 0.22197
## 2020-08-31 201866 7171646 3988 1595888 1601650 171 565.7 2020-08-31 0.22253
## 2020-09-01 202375 7171646 4125 1600014 1604701 509 539.8 2020-09-01 0.22310
## 2020-09-02 202898 7171646 4137 1604150 1606414 523 514.7 2020-09-02 0.22368
## 2020-09-03 203964 7171646 4102 1608252 1606795 1066 488.8 2020-09-03 0.22425
## 2020-09-04 204686 7171646 3996 1612248 1610405 722 480.8 2020-09-04 0.22481
## 2020-09-05 205518 7171646 3822 1616070 1615141 832 479.8 2020-09-05 0.22534
## 2020-09-06 205772 7171646 3654 1619724 1621559 254 503.8 2020-09-06 0.22585
## 2020-09-07 205971 7171646 3371 1623096 1626823 199 516.7 2020-09-07 0.22632
## 2020-09-08 206048 7171646 3167 1626262 1633377 77 498.6 2020-09-08 0.22676
## 2020-09-09 206548 7171646 3082 1629344 1633377 500 461.6 2020-09-09 0.22719
## 2020-09-10 207002 7171646 3021 1632365 1633564 454 436.5 2020-09-10 0.22761
## 2020-09-11 207525 7171646 2924 1635290 1635057 523 473.8 2020-09-11 0.22802
## 2020-09-12 208128 7171646 2798 1638087 1639157 603 584.8 2020-09-12 0.22841
## 2020-09-13 208514 7171646 2597 1640684 1642875 386 644.6 2020-09-13 0.22877
## 2020-09-14 208726 7171646 2265 1642950 1646397 212 647.9 2020-09-14 0.22909
## 2020-09-15 209215 7171646 1948 1644898 1648618 489 653.0 2020-09-15 0.22936
## 2020-09-16 209911 7171646 1799 1646697 1648803 696 647.8 2020-09-16 0.22961
## 2020-09-17 211663 7171646 1793 1648490 1648988 1752 650.1 2020-09-17 0.22986
## 2020-09-18 213663 7171646 1785 1650275 1650096 2000 645.1 2020-09-18 0.23011
## 2020-09-19 213551 7171646 1671 1651946 1653786 -112 649.0 2020-09-19 0.23034
## 2020-09-20 214018 7171646 1535 1653481 1655628 467 664.7 2020-09-20 0.23056
## 2020-09-21 214251 7171646 1499 1654980 1656180 233 671.8 2020-09-21 0.23077
## 2020-09-22 214846 7171646 1522 1656502 1658569 595 651.0 2020-09-22 0.23098
## 2020-09-23 215284 7171646 1573 1658075 1658569 438 588.5 2020-09-23 0.23120
## 2020-09-24 215852 7171646 1599 1659674 1658569 568 473.8 2020-09-24 0.23142
## 2020-09-25 216367 7171646 1618 1661291 1660038 515 438.0 2020-09-25 0.23165
## 2020-09-26 216826 7171646 1602 1662893 1660955 459 476.0 2020-09-26 0.23187
## 2020-09-27 217237 7171646 1547 1664440 1664068 411 496.3 2020-09-27 0.23209
## 2020-09-28 217513 7171646 1533 1665973 1667175 276 502.6 2020-09-28 0.23230
## 2020-09-29 218185 7171646 1499 1667472 1670458 672 488.2 2020-09-29 0.23251
## 2020-09-30 218511 7171646 1472 1668944 1671004 326 495.5 2020-09-30 0.23271
## 2020-10-01 219214 7171646 1504 1670448 1671550 703 511.5 2020-10-01 0.23292
## 2020-10-02 219778 7171646 1562 1672010 1672824 564 532.2 2020-10-02 0.23314
## 2020-10-03 220403 7171646 1676 1673686 1675912 625 560.2 2020-10-03 0.23338
## 2020-10-04 220757 7171646 1719 1675405 1676820 354 597.3 2020-10-04 0.23362
## 2020-10-05 221091 7171646 1677 1677082 1677907 334 619.2 2020-10-05 0.23385
## 2020-10-06 221937 7171646 1827 1678909 1678813 846 623.0 2020-10-06 0.23410
## 2020-10-07 222558 7171646 1991 1680900 1679537 621 629.0 2020-10-07 0.23438
## 2020-10-08 223407 7171646 1971 1682870 1679718 849 642.4 2020-10-08 0.23466
## 2020-10-09 224101 7171646 2167 1685037 1682612 694 676.1 2020-10-09 0.23496
## 2020-10-10 224985 7171646 2500 1687537 1685319 884 712.3 2020-10-10 0.23531
## 2020-10-11 225575 7171646 2768 1690305 1687841 590 753.0 2020-10-11 0.23569
## 2020-10-12 226072 7171646 3024 1693329 1690358 497 772.2 2020-10-12 0.23611
## 2020-10-13 226749 7171646 3242 1696571 1698421 677 774.5 2020-10-13 0.23657
## 2020-10-14 227660 7171646 3460 1700031 1698778 911 787.8 2020-10-14 0.23705
## 2020-10-15 228748 7171646 3678 1703709 1698957 1088 807.5 2020-10-15 0.23756
## 2020-10-16 229508 7171646 3896 1707605 1706084 760 824.0 2020-10-16 0.23811
## 2020-10-17 230412 7171646 4114 1711719 1712644 904 844.3 2020-10-17 0.23868
## 2020-10-18 231149 7171646 4332 1716051 1717589 737 881.7 2020-10-18 0.23928
## 2020-10-19 231933 7171646 4550 1720601 1721814 784 928.2 2020-10-19 0.23992
## 2020-10-20 232939 7171646 4768 1725370 1725956 1006 957.7 2020-10-20 0.24058
## 2020-10-21 233948 7171646 4986 1730356 1730097 1009 956.0 2020-10-21 0.24128
## 2020-10-22 234914 7171646 5204 1735560 1734238 966 965.0 2020-10-22 0.24200
## 2020-10-23 235910 7171646 5423 1740983 1738380 996 993.7 2020-10-23 0.24276
## 2020-10-24 236898 7171646 5641 1746623 1742521 988 1043.7 2020-10-24 0.24355
## 2020-10-25 238200 7171646 5859 1752482 1746663 1302 1124.1 2020-10-25 0.24436
## 2020-10-26 239193 7171646 6077 1758559 1750804 993 1190.6 2020-10-26 0.24521
## 2020-10-27 240158 7171646 6295 1764854 1754945 965 1203.8 2020-10-27 0.24609
## 2020-10-28 241259 7171646 6513 1771367 1759087 1101 1219.7 2020-10-28 0.24700
## 2020-10-29 242510 7171646 6731 1778098 1763228 1251 1244.6 2020-10-29 0.24793
## 2020-10-30 244099 7171646 6949 1785048 1767369 1589 1287.0 2020-10-30 0.24890
## 2020-10-31 245962 7171646 7167 1792215 1771511 1863 1362.8 2020-10-31 0.24990
## 2020-11-01 247484 7171646 7386 1799601 1775652 1522 1438.5 2020-11-01 0.25093
## 2020-11-02 248293 7171646 7604 1807204 1779794 809 1514.2 2020-11-02 0.25199
## 2020-11-03 249841 7171646 7822 1815026 1783935 1548 1590.0 2020-11-03 0.25308
## 2020-11-04 250853 7171646 8040 1823066 1788076 1012 1665.8 2020-11-04 0.25420
## 2020-11-05 252843 7171646 8258 1831324 1792218 1990 1741.5 2020-11-05 0.25536
## 2020-11-06 254961 7171646 8476 1839800 1796359 2118 1817.2 2020-11-06 0.25654