Russia: Second Wave
George Robertson
November, 14, 2020
Cumulative Deaths
Daily Deaths
Daily deaths are plotted and then the smoothed daily deaths overlayed (all data used is provided at the end of this report). Smoothed daily deaths will be used below.
Daily New Cases
Daily new cases are plotted and the smoothed daily new cases overlayed. The smoothed daily new cases will be used below.
Large Surge in Cases
The large surge in Russia daily new cases is thought to mean there is a large increase in Covid 19, a “second wave”.
Correlation of Cases to Deaths Found
Daily new cases are scatter plotted against daily deaths.
Lagging Deaths to Cases
Death occurs after the time of initial infection and is a lagginf indicator. An increase in cases should lead in daily deaths. Daily deaths are lagged 18 days (the severity reports mean for the time required to die after becoming infected).
With daily deaths lagged 18 days, there is correlation between daily deaths lagged and daily new cases. This means cases are depicting the disease in Russia.
There is correlation between lagged daily new deaths and daily new cases.
Data
Russia data is from Our World in Data.
## date death daismd pop dia cas ncas ncassm l18 daid
## 63 2020-03-02 NA 0.0 8 431 2 0 0.0 0.0 NA
## 64 2020-03-03 NA 0.0 8 431 3 1 0.1 0.0 NA
## 65 2020-03-04 NA 0.0 8 431 4 1 0.3 0.0 NA
## 66 2020-03-05 NA 0.0 22 431 4 0 0.3 0.0 NA
## 67 2020-03-06 NA 0.0 22 431 4 0 0.3 0.0 NA
## 68 2020-03-07 NA 0.0 22 431 10 6 1.1 0.0 NA
## 69 2020-03-08 NA 0.0 22 431 10 0 1.1 0.0 NA
## 70 2020-03-09 NA 0.0 22 431 10 0 1.1 0.3 NA
## 71 2020-03-10 NA 0.0 32 431 10 0 1.0 0.6 NA
## 72 2020-03-11 NA 0.0 32 431 10 0 0.9 0.7 NA
## 73 2020-03-12 NA 0.0 32 431 25 15 3.0 1.1 NA
## 74 2020-03-13 NA 0.0 32 431 30 5 3.7 1.4 NA
## 75 2020-03-14 NA 0.0 36 431 45 15 5.0 2.4 NA
## 76 2020-03-15 NA 0.0 36 431 59 14 7.0 3.4 NA
## 77 2020-03-16 NA 0.0 50 431 63 4 7.6 4.0 NA
## 78 2020-03-17 NA 0.0 61 431 93 30 11.9 4.3 NA
## 79 2020-03-18 NA 0.0 61 431 114 21 14.9 5.4 NA
## 80 2020-03-19 NA 0.0 68 431 147 33 17.4 5.3 NA
## 81 2020-03-20 NA 0.0 68 431 199 52 24.1 5.3 NA
## 82 2020-03-21 NA 0.0 70 431 253 54 29.7 5.9 NA
## 83 2020-03-22 NA 0.0 70 431 306 53 35.3 5.6 NA
## 84 2020-03-23 NA 0.0 70 431 367 61 43.4 6.6 NA
## 85 2020-03-24 NA 0.0 70 431 438 71 49.3 8.6 NA
## 86 2020-03-25 NA 0.0 70 431 495 57 54.4 9.0 NA
## 87 2020-03-26 NA 0.0 70 431 658 163 73.0 12.1 NA
## 88 2020-03-27 2 0.3 70 431 840 182 91.6 14.4 2
## 89 2020-03-28 4 0.6 72 431 1036 196 111.9 16.0 1
## 90 2020-03-29 5 0.7 72 431 1264 228 136.9 19.3 3
## 91 2020-03-30 8 1.1 87 431 1534 270 166.7 22.3 2
## 92 2020-03-31 10 1.4 87 431 1836 302 199.7 25.6 7
## 93 2020-04-01 17 2.4 87 431 2337 501 263.1 29.6 7
## 94 2020-04-02 24 3.4 87 431 2777 440 302.7 33.0 6
## 95 2020-04-03 30 4.0 87 431 3548 771 386.9 36.7 4
## 96 2020-04-04 34 4.3 87 431 4149 601 444.7 40.9 9
## 97 2020-04-05 43 5.4 87 431 4731 582 495.3 45.0 2
## 98 2020-04-06 45 5.3 85 431 5389 658 550.7 46.1 2
## 99 2020-04-07 47 5.3 85 431 6343 954 643.9 48.9 11
## 100 2020-04-08 58 5.9 85 431 7497 1154 737.1 52.6 5
## 101 2020-04-09 63 5.6 85 431 8672 1175 842.1 55.1 13
## 102 2020-04-10 76 6.6 85 431 10131 1459 940.4 55.7 18
## 103 2020-04-11 94 8.6 85 431 11917 1786 1109.7 58.7 12
## 104 2020-04-12 106 9.0 85 431 13584 1667 1264.7 65.6 24
## 105 2020-04-13 130 12.1 85 431 15770 2186 1483.0 74.0 18
## 106 2020-04-14 148 14.4 85 431 18328 2558 1712.1 79.1 22
## 107 2020-04-15 170 16.0 85 431 21102 2774 1943.6 77.3 28
## 108 2020-04-16 198 19.3 85 431 24490 3388 2259.7 76.1 34
## 109 2020-04-17 232 22.3 85 431 27938 3448 2543.9 80.1 41
## 110 2020-04-18 273 25.6 85 431 32008 4070 2870.1 83.4 40
## 111 2020-04-19 313 29.6 85 431 36793 4785 3315.6 80.7 48
## 112 2020-04-20 361 33.0 85 431 42853 6060 3869.0 78.9 44
## 113 2020-04-21 405 36.7 85 431 47121 4268 4113.3 79.1 51
## 114 2020-04-22 456 40.9 85 431 52763 5642 4523.0 86.4 57
## 115 2020-04-23 513 45.0 85 431 57999 5236 4787.0 90.7 42
## 116 2020-04-24 555 46.1 85 431 62773 4774 4976.4 93.3 60
## 117 2020-04-25 615 48.9 85 431 68622 5849 5230.6 95.0 66
## 118 2020-04-26 681 52.6 85 431 74588 5966 5399.3 96.4 66
## 119 2020-04-27 747 55.1 85 431 80949 6361 5442.3 97.1 48
## 120 2020-04-28 795 55.7 85 431 87147 6198 5718.0 99.3 72
## 121 2020-04-29 867 58.7 85 431 93558 6411 5827.9 101.4 105
## 122 2020-04-30 972 65.6 85 431 99399 5841 5914.3 102.3 101
## 123 2020-05-01 1073 74.0 85 431 106498 7099 6246.4 101.9 96
## 124 2020-05-02 1169 79.1 85 431 114431 7933 6544.1 103.0 53
## 125 2020-05-03 1222 77.3 85 431 124054 9623 7066.6 108.6 58
## 126 2020-05-04 1280 76.1 85 431 134687 10633 7676.9 113.4 76
## 127 2020-05-05 1356 80.1 85 431 145268 10581 8303.0 118.7 95
## 128 2020-05-06 1451 83.4 85 431 155370 10102 8830.3 121.6 86
## 129 2020-05-07 1537 80.7 85 431 165929 10559 9504.3 130.0 88
## 130 2020-05-08 1625 78.9 85 431 177160 11231 10094.6 130.1 98
## 131 2020-05-09 1723 79.1 85 431 187859 10699 10489.7 138.6 104
## 132 2020-05-10 1827 86.4 85 431 198676 10817 10660.3 142.3 88
## 133 2020-05-11 1915 90.7 85 431 209688 11012 10714.4 149.0 94
## 134 2020-05-12 2009 93.3 78 431 221344 11656 10868.0 160.7 107
## 135 2020-05-13 2116 95.0 78 431 232243 10899 10981.9 166.7 96
## 136 2020-05-14 2212 96.4 78 431 242271 10028 10906.0 164.6 93
## 137 2020-05-15 2305 97.1 78 431 252245 9974 10726.4 174.6 113
## 138 2020-05-16 2418 99.3 78 431 262843 10598 10712.0 175.7 119
## 139 2020-05-17 2537 101.4 78 431 272043 9200 10481.0 178.1 94
## 140 2020-05-18 2631 102.3 78 431 281752 9709 10294.9 177.4 91
## 141 2020-05-19 2722 101.9 78 431 290678 8926 9904.9 164.9 115
## 142 2020-05-20 2837 103.0 78 431 299941 9263 9671.1 167.1 135
## 143 2020-05-21 2972 108.6 78 431 308705 8764 9490.6 166.6 127
## 144 2020-05-22 3099 113.4 78 431 317554 8849 9329.9 159.4 150
## 145 2020-05-23 3249 118.7 78 431 326448 8894 9086.4 157.7 139
## 146 2020-05-24 3388 121.6 78 431 335882 9434 9119.9 163.3 153
## 147 2020-05-25 3541 130.0 78 431 344481 8599 8961.3 164.0 92
## 148 2020-05-26 3633 130.1 78 431 353427 8946 8964.1 169.6 174
## 149 2020-05-27 3807 138.6 78 431 362342 8915 8914.4 157.7 161
## 150 2020-05-28 3968 142.3 78 431 370680 8338 8853.6 155.6 174
## 151 2020-05-29 4142 149.0 78 431 379051 8371 8785.3 160.0 232
## 152 2020-05-30 4374 160.7 78 431 387623 8572 8739.3 163.3 181
## 153 2020-05-31 4555 166.7 78 431 396575 8952 8670.4 160.0 138
## 154 2020-06-01 4693 164.6 75 431 405843 9268 8766.0 179.7 162
## 155 2020-06-02 4855 174.6 75 431 414878 9035 8778.7 179.6 182
## 156 2020-06-03 5037 175.7 75 431 423741 8863 8771.3 167.6 178
## 157 2020-06-04 5215 178.1 75 431 432277 8536 8799.6 166.1 169
## 158 2020-06-05 5384 177.4 75 431 441108 8831 8865.3 159.3 144
## 159 2020-06-06 5528 164.9 75 431 449834 8726 8887.3 153.6 197
## 160 2020-06-07 5725 167.1 75 431 458689 8855 8873.4 147.9 134
## 161 2020-06-08 5859 166.6 75 431 467673 8984 8832.9 116.4 112
## 162 2020-06-09 5971 159.4 75 431 476658 8985 8825.7 115.6 170
## 163 2020-06-10 6141 157.7 75 431 485253 8595 8787.4 138.1 217
## 164 2020-06-11 6358 163.3 75 431 493657 8404 8768.6 137.4 174
## 165 2020-06-12 6532 164.0 75 431 502436 8779 8761.1 137.1 183
## 166 2020-06-13 6715 169.6 75 431 511423 8987 8798.4 137.3 114
## 167 2020-06-14 6829 157.7 75 431 520129 8706 8777.1 146.1 119
## 168 2020-06-15 6948 155.6 75 431 528964 8835 8755.9 154.0 143
## 169 2020-06-16 7091 160.0 75 431 537210 8246 8650.3 154.0 193
## 170 2020-06-17 7284 163.3 75 431 545458 8248 8600.7 151.1 194
## 171 2020-06-18 7478 160.0 75 431 553301 7843 8520.6 155.4 312
## 172 2020-06-19 7790 179.7 75 431 561091 7790 8379.3 161.4 182
## 173 2020-06-20 7972 179.6 75 431 569063 7972 8234.3 167.7 30
## 174 2020-06-21 8002 167.6 75 431 576952 7889 8117.6 161.6 109
## 175 2020-06-22 8111 166.1 75 431 584680 7728 7959.4 165.7 95
## 176 2020-06-23 8206 159.3 71 431 592280 7600 7867.1 165.4 153
## 177 2020-06-24 8359 153.6 71 431 599705 7425 7749.6 168.3 154
## 178 2020-06-25 8513 147.9 71 431 606881 7176 7654.3 167.7 92
## 179 2020-06-26 8605 116.4 71 431 613994 7113 7557.6 163.3 176
## 180 2020-06-27 8781 115.6 71 431 620794 6800 7390.1 160.0 188
## 181 2020-06-28 8969 138.1 71 431 627646 6852 7242.0 157.6 104
## 182 2020-06-29 9073 137.4 71 431 634437 6791 7108.1 156.3 93
## 183 2020-06-30 9166 137.1 71 431 641156 6719 6982.3 158.0 154
## 184 2020-07-01 9320 137.3 71 431 647849 6693 6877.7 148.9 216
## 185 2020-07-02 9536 146.1 71 431 654405 6556 6789.1 143.9 147
## 186 2020-07-03 9683 154.0 71 431 661165 6760 6738.7 141.1 176
## 187 2020-07-04 9859 154.0 71 431 667883 6718 6727.0 138.0 168
## 188 2020-07-05 10027 151.1 71 431 674515 6632 6695.6 139.3 134
## 189 2020-07-06 10161 155.4 71 431 681251 6736 6687.7 136.4 135
## 190 2020-07-07 10296 161.4 71 431 687862 6611 6672.3 131.9 198
## 191 2020-07-08 10494 167.7 71 431 694230 6368 6625.9 135.0 173
## 192 2020-07-09 10667 161.6 71 431 700792 6562 6626.7 132.4 176
## 193 2020-07-10 10843 165.7 71 431 707301 6509 6590.9 132.4 174
## 194 2020-07-11 11017 165.4 71 431 713936 6635 6579.0 132.0 188
## 195 2020-07-12 11205 168.3 71 431 720547 6611 6576.0 132.6 130
## 196 2020-07-13 11335 167.7 71 431 727162 6615 6558.7 130.0 104
## 197 2020-07-14 11439 163.3 71 431 733699 6537 6548.1 131.0 175
## 198 2020-07-15 11614 160.0 68 431 739947 6248 6531.0 123.7 156
## 199 2020-07-16 11770 157.6 68 431 746369 6422 6511.0 122.7 167
## 200 2020-07-17 11937 156.3 68 431 752797 6428 6499.4 121.9 186
## 201 2020-07-18 12123 158.0 68 431 759203 6406 6466.7 121.0 124
## 202 2020-07-19 12247 148.9 68 431 765437 6234 6412.9 122.7 95
## 203 2020-07-20 12342 143.9 68 431 771546 6109 6340.6 114.9 85
## 204 2020-07-21 12427 141.1 68 431 777486 5940 6255.3 108.9 153
## 205 2020-07-22 12580 138.0 68 431 783328 5842 6197.3 113.7 165
## 206 2020-07-23 12745 139.3 68 431 789190 5862 6117.3 114.7 147
## 207 2020-07-24 12892 136.4 68 431 795038 5848 6034.4 122.0 154
## 208 2020-07-25 13046 131.9 68 431 800849 5811 5949.4 111.4 146
## 209 2020-07-26 13192 135.0 68 431 806720 5871 5897.6 104.0 77
## 210 2020-07-27 13269 132.4 68 431 812485 5765 5848.4 111.1 85
## 211 2020-07-28 13354 132.4 68 431 818120 5635 5804.9 110.4 150
## 212 2020-07-29 13504 132.0 68 431 823515 5395 5741.0 109.0 169
## 213 2020-07-30 13673 132.6 68 431 828990 5475 5685.7 107.7 129
## 214 2020-07-31 13802 130.0 68 431 834499 5509 5637.3 97.0 161
## 215 2020-08-01 13963 131.0 68 431 839981 5482 5590.3 105.9 95
## 216 2020-08-02 14058 123.7 68 431 845443 5462 5531.9 104.1 70
## 217 2020-08-03 14128 122.7 68 431 850870 5427 5483.6 102.1 79
## 218 2020-08-04 14207 121.9 68 431 856264 5394 5449.1 98.7 144
## 219 2020-08-05 14351 121.0 68 431 861423 5159 5415.4 99.0 181
## 220 2020-08-06 14532 122.7 68 431 867343 5920 5479.0 99.7 74
## 221 2020-08-07 14606 114.9 68 431 871894 4551 5342.1 101.1 119
## 222 2020-08-08 14725 108.9 68 431 877135 5241 5307.7 99.4 129
## 223 2020-08-09 14854 113.7 68 431 882347 5212 5272.0 99.1 77
## 224 2020-08-10 14931 114.7 68 431 887536 5189 5238.0 100.7 130
## 225 2020-08-11 15061 122.0 68 431 892654 5118 5198.6 103.6 70
## 226 2020-08-12 15131 111.4 68 431 897599 4945 5168.0 102.1 129
## 227 2020-08-13 15260 104.0 68 431 902701 5102 5051.1 101.4 124
## 228 2020-08-14 15384 111.1 68 431 907758 5057 5123.4 104.0 114
## 229 2020-08-15 15498 110.4 68 431 912823 5065 5098.3 104.4 119
## 230 2020-08-16 15617 109.0 68 431 917884 5061 5076.7 104.4 68
## 231 2020-08-17 15685 107.7 68 431 922853 4969 5045.3 103.4 55
## 232 2020-08-18 15740 97.0 68 431 927745 4892 5013.0 105.0 132
## 233 2020-08-19 15872 105.9 68 431 932493 4748 4984.9 104.9 117
## 234 2020-08-20 15989 104.1 68 431 937321 4828 4945.7 103.9 110
## 235 2020-08-21 16099 102.1 54 431 942106 4785 4906.9 99.3 90
## 236 2020-08-22 16189 98.7 54 431 946976 4870 4879.0 99.1 121
## 237 2020-08-23 16310 99.0 54 431 951897 4921 4859.0 105.6 73
## 238 2020-08-24 16383 99.7 54 431 956749 4852 4842.3 105.0 65
## 239 2020-08-25 16448 101.1 54 431 961493 4744 4821.1 102.3 120
## 240 2020-08-26 16568 99.4 54 431 966189 4696 4813.7 103.6 115
## 241 2020-08-27 16683 99.1 54 431 970865 4676 4792.0 108.3 121
## 242 2020-08-28 16804 100.7 54 431 975576 4711 4781.4 109.1 110
## 243 2020-08-29 16914 103.6 54 431 980405 4829 4775.6 113.1 111
## 244 2020-08-30 17025 102.1 54 431 985346 4941 4778.4 109.1 68
## 245 2020-08-31 17093 101.4 54 431 990326 4980 4796.7 114.0 83
## 246 2020-09-01 17176 104.0 39 431 995319 4993 4832.3 118.6 123
## 247 2020-09-02 17299 104.4 39 431 1000048 4729 4837.0 122.1 115
## 248 2020-09-03 17414 104.4 39 431 1005000 4952 4876.4 120.0 114
## 249 2020-09-04 17528 103.4 39 431 1009995 4995 4917.0 122.0 121
## 250 2020-09-05 17649 105.0 39 431 1015105 5110 4957.1 123.4 110
## 251 2020-09-06 17759 104.9 39 431 1020310 5205 4994.9 126.0 61
## 252 2020-09-07 17820 103.9 39 431 1025505 5195 5025.6 126.7 51
## 253 2020-09-08 17871 99.3 39 431 1030690 5185 5053.0 123.0 122
## 254 2020-09-09 17993 99.1 39 431 1035789 5099 5105.9 126.6 160
## 255 2020-09-10 18153 105.6 39 431 1041007 5218 5143.9 129.4 110
## 256 2020-09-11 18263 105.0 39 431 1046370 5363 5196.4 128.0 102
## 257 2020-09-12 18365 102.3 39 431 1051874 5504 5252.7 128.0 119
## 258 2020-09-13 18484 103.6 39 431 1057362 5488 5293.1 131.9 94
## 259 2020-09-14 18578 108.3 39 431 1062811 5449 5329.4 134.7 57
## 260 2020-09-15 18635 109.1 39 431 1068320 5509 5375.7 145.9 150
## 261 2020-09-16 18785 113.1 39 431 1073849 5529 5437.1 146.6 132
## 262 2020-09-17 18917 109.1 39 431 1079519 5670 5501.7 147.7 144
## 263 2020-09-18 19061 114.0 39 431 1085281 5762 5558.7 155.7 134
## 264 2020-09-19 19195 118.6 39 431 1091186 5905 5616.0 159.7 144
## 265 2020-09-20 19339 122.1 39 431 1097251 6065 5698.4 163.3 79
## 266 2020-09-21 19418 120.0 39 431 1103399 6148 5798.3 166.4 71
## 267 2020-09-22 19489 122.0 41 431 1109595 6196 5896.4 168.6 160
## 268 2020-09-23 19649 123.4 41 431 1115810 6215 5994.4 171.9 150
## 269 2020-09-24 19799 126.0 41 431 1122241 6431 6103.1 177.0 149
## 270 2020-09-25 19948 126.7 41 431 1128836 6595 6222.1 178.1 108
## 271 2020-09-26 20056 123.0 41 431 1136048 7212 6408.9 186.1 169
## 272 2020-09-27 20225 126.6 41 431 1143571 7523 6617.1 191.4 99
## 273 2020-09-28 20324 129.4 41 431 1151438 7867 6862.7 205.0 61
## 274 2020-09-29 20385 128.0 41 431 1159573 8135 7139.7 209.4 160
## 275 2020-09-30 20545 128.0 41 431 1167805 8232 7427.9 221.1 177
## 276 2020-10-01 20722 131.9 41 431 1176286 8481 7720.7 227.1 169
## 277 2020-10-02 20891 134.7 48 431 1185231 8945 8056.4 234.9 186
## 278 2020-10-03 21077 145.9 48 431 1194643 9412 8370.7 238.4 174
## 279 2020-10-04 21251 146.6 48 431 1204502 9859 8704.4 249.6 107
## 280 2020-10-05 21358 147.7 48 431 1215001 10499 9080.4 250.1 117
## 281 2020-10-06 21475 155.7 48 431 1225889 10888 9473.7 257.4 188
## 282 2020-10-07 21663 159.7 48 431 1237504 11615 9957.0 259.9 202
## 283 2020-10-08 21865 163.3 48 431 1248619 11115 10333.3 266.1 191
## 284 2020-10-09 22056 166.4 48 431 1260112 11493 10697.3 271.9 201
## 285 2020-10-10 22257 168.6 48 431 1272238 12126 11085.0 279.1 197
## 286 2020-10-11 22454 171.9 48 431 1285084 12846 11511.7 283.3 143
## 287 2020-10-12 22597 177.0 48 431 1298718 13634 11959.6 294.1 125
## 288 2020-10-13 22722 178.1 45 431 1312310 13592 12345.9 304.4 244
## 289 2020-10-14 22966 186.1 45 431 1326178 13868 12667.7 309.9 239
## 290 2020-10-15 23205 191.4 45 431 1340409 14231 13112.9 312.1 286
## 291 2020-10-16 23491 205.0 45 431 1354163 13754 13435.9 314.9 232
## 292 2020-10-17 23723 209.4 45 431 1369313 15150 13867.9 319.9 279
## 293 2020-10-18 24002 221.1 45 431 1384235 14922 14164.4 326.0 185
## 294 2020-10-19 24187 227.1 45 431 1399334 15099 14373.7 315.4 179
## 295 2020-10-20 24366 234.9 45 431 1415316 15982 14715.1 318.7 269
## 296 2020-10-21 24635 238.4 45 431 1431635 16319 15065.3 323.0 317
## 297 2020-10-22 24952 249.6 45 431 1447335 15700 15275.1 328.9 290
## 298 2020-10-23 25242 250.1 45 431 1463306 15971 15591.9 331.4 283
## 299 2020-10-24 25525 257.4 45 431 1480646 17340 15904.7 333.3 296
## 300 2020-10-25 25821 259.9 45 431 1497167 16521 16133.1 339.4 229
## 301 2020-10-26 26050 266.1 45 431 1513877 16710 16363.3 360.4 219
## 302 2020-10-27 26269 271.9 45 431 1531224 17347 16558.3 0.0 320
## 303 2020-10-28 26589 279.1 45 431 1547774 16550 16591.3 0.0 346
## 304 2020-10-29 26935 283.3 45 431 1563976 16202 16663.0 0.0 366
## 305 2020-10-30 27301 294.1 45 431 1581693 17717 16912.4 0.0 355
## 306 2020-10-31 27656 304.4 45 431 1599976 18283 17047.1 0.0 334
## 307 2020-11-01 27990 309.9 45 431 1618116 18140 17278.4 0.0 245
## 308 2020-11-02 28235 312.1 45 431 1636781 18665 17557.7 0.0 238
## 309 2020-11-03 28473 314.9 45 431 1655038 18257 17687.7 0.0 355
## 310 2020-11-04 28828 319.9 45 431 1673686 18648 17987.4 0.0 389
## 311 2020-11-05 29217 326.0 45 431 1693454 19768 18496.9 0.0 292
## 312 2020-11-06 29509 315.4 45 431 1712858 19404 18737.9 0.0 378
## 313 2020-11-07 29887 318.7 45 431 1733440 20582 19066.3 0.0 364
## 314 2020-11-08 30251 323.0 45 431 1753836 20396 19388.6 0.0 286
## 315 2020-11-09 30537 328.9 45 431 1774334 20498 19650.4 0.0 256
## 316 2020-11-10 30793 331.4 NA 431 1796132 21798 20156.3 0.0 368
## 317 2020-11-11 31161 333.3 NA 431 1817109 20977 20489.0 0.0 432
## 318 2020-11-12 31593 339.4 NA 431 1836960 19851 20500.9 0.0 439
## 319 2020-11-13 32032 360.4 NA 431 1858568 21608 20815.7 0.0 439