Sweden: Second Wave
George Robertson
November, 28, 2020
Cumulative Deaths
Sweden cumulative deaths were steady until 5 weeks ago then surged upwards. The surge stopped early last week and daily deaths returned to reflect effective herd immunity.
The “second wave” was likley imported from Germany and other EU neighbors who had started to use Sweden as a weekend holiday destination of respite.
Daily Deaths
Daily deaths are plotted and then the smoothed daily deaths overlayed (data used is provided at the end of this report).
## date daid cases pop daidsm dcases dcasessm deaths l18
## 261 2090-11-28 3 5464 10230000 14 5464 6756 6665 NA
Daily New Cases
Daily new cases are plotted and the smoothed daily new cases overlayed.
Large Surge in Cases
The large surge in Sweden daily new cases most thought meant for certain a large increase in Covid 19, a “second wave”.
Correlation of Cases to Deaths Found
Daily new cases are scatter plotted against daily deaths. No correlation.
Lagging Deaths to Cases
Death occurs after initial infection and is a lagging 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 no correlation between daily deaths lagged and daily new cases. Cases are not representing the status of infection in Sweden.
There is small correlation between lagged daily new deaths and daily new cases.
Sweden deaths are divided by the assumed Infection Fatality Rate (IFR) of 0.5%. This provides the cumulative infections as of 18 days prior to last. This cumulative infections is then divided by the population to give the percentage of Sweden have had Covid 19.
Sweden data is from WHO.
## date daid cases pop daidsm dcases dcasessm deaths l18 cuminf
## 1 2090-03-13 2 196 10230000 1 196 130 2 40 400
## 2 2090-03-14 0 151 10230000 1 151 129 2 44 400
## 3 2090-03-15 1 152 10230000 1 152 129 3 51 600
## 4 2090-03-16 1 71 10230000 1 71 128 4 59 800
## 5 2090-03-17 2 69 10230000 1 69 128 6 64 1200
## 6 2090-03-18 2 83 10230000 2 83 128 8 72 1600
## 7 2090-03-19 1 119 10230000 4 119 130 9 79 1800
## 8 2090-03-20 6 145 10230000 5 145 132 15 82 3000
## 9 2090-03-21 8 143 10230000 6 143 142 23 89 4600
## 10 2090-03-22 9 180 10230000 8 180 158 32 92 6400
## 11 2090-03-23 8 136 10230000 9 136 179 40 93 8000
## 12 2090-03-24 11 118 10230000 12 118 201 51 95 10200
## 13 2090-03-25 11 182 10230000 15 182 217 62 98 12400
## 14 2090-03-26 21 230 10230000 19 230 235 83 92 16600
## 15 2090-03-27 22 314 10230000 23 314 260 105 93 21000
## 16 2090-03-28 31 286 10230000 28 286 286 136 98 27200
## 17 2090-03-29 32 365 10230000 32 365 316 168 100 33600
## 18 2090-03-30 35 300 10230000 36 300 354 203 97 40600
## 19 2090-03-31 38 280 10230000 40 280 381 241 97 48200
## 20 2090-04-01 45 416 10230000 44 416 393 286 96 57200
## 21 2090-04-02 48 475 10230000 51 475 401 334 90 66800
## 22 2090-04-03 53 486 10230000 59 486 423 387 81 77400
## 23 2090-04-04 70 554 10230000 64 554 454 457 79 91400
## 24 2090-04-05 80 601 10230000 72 601 480 537 79 107400
## 25 2090-04-06 70 357 10230000 79 357 502 607 80 121400
## 26 2090-04-07 85 340 10230000 82 340 508 692 77 138400
## 27 2090-04-08 90 389 10230000 89 389 507 782 80 156400
## 28 2090-04-09 84 738 10230000 92 738 504 866 79 173200
## 29 2090-04-10 115 654 10230000 93 654 499 981 79 196200
## 30 2090-04-11 86 645 10230000 95 645 496 1067 77 213400
## 31 2090-04-12 90 454 10230000 98 454 507 1157 78 231400
## 32 2090-04-13 102 395 10230000 92 395 533 1259 79 251800
## 33 2090-04-14 97 464 10230000 93 464 553 1356 79 271200
## 34 2090-04-15 84 437 10230000 98 437 545 1440 77 288000
## 35 2090-04-16 92 479 10230000 100 479 522 1532 78 306400
## 36 2090-04-17 115 604 10230000 97 604 517 1647 76 329400
## 37 2090-04-18 111 623 10230000 97 623 530 1758 75 351600
## 38 2090-04-19 83 688 10230000 96 688 557 1841 77 368200
## 39 2090-04-20 86 532 10230000 90 532 585 1927 74 385400
## 40 2090-04-21 87 388 10230000 81 388 600 2014 71 402800
## 41 2090-04-22 85 461 10230000 79 461 594 2099 71 419800
## 42 2090-04-23 62 707 10230000 79 707 585 2161 69 432200
## 43 2090-04-24 77 722 10230000 80 722 588 2238 65 447600
## 44 2090-04-25 86 758 10230000 77 758 597 2324 63 464800
## 45 2090-04-26 89 780 10230000 80 780 606 2413 59 482600
## 46 2090-04-27 73 473 10230000 79 473 617 2486 56 497200
## 47 2090-04-28 74 300 10230000 79 300 616 2560 53 512000
## 48 2090-04-29 74 563 10230000 77 563 591 2634 51 526800
## 49 2090-04-30 83 742 10230000 78 742 562 2717 53 543400
## 50 2090-05-01 83 799 10230000 79 799 547 2800 52 560000
## 51 2090-05-02 78 636 10230000 79 636 542 2878 51 575600
## 52 2090-05-03 78 532 10230000 77 532 553 2956 52 591200
## 53 2090-05-04 73 299 10230000 78 299 583 3029 52 605800
## 54 2090-05-05 75 261 10230000 76 261 597 3104 51 620800
## 55 2090-05-06 84 477 10230000 75 477 576 3188 52 637600
## 56 2090-05-07 72 657 10230000 77 657 542 3260 50 652000
## 57 2090-05-08 73 745 10230000 74 745 533 3333 45 666600
## 58 2090-05-09 80 784 10230000 71 784 545 3413 41 682600
## 59 2090-05-10 60 700 10230000 71 700 566 3473 38 694600
## 60 2090-05-11 68 509 10230000 69 509 599 3541 38 708200
## 61 2090-05-12 73 279 10230000 65 279 612 3614 37 722800
## 62 2090-05-13 65 455 10230000 63 455 590 3679 41 735800
## 63 2090-05-14 61 754 10230000 59 754 561 3740 41 748000
## 64 2090-05-15 50 698 10230000 56 698 543 3790 40 758000
## 65 2090-05-16 46 657 10230000 53 657 542 3836 38 767200
## 66 2090-05-17 58 688 10230000 51 688 551 3894 38 778800
## 67 2090-05-18 48 358 10230000 53 358 566 3942 37 788400
## 68 2090-05-19 53 259 10230000 52 259 574 3995 35 799000
## 69 2090-05-20 59 430 10230000 51 430 549 4054 34 810800
## 70 2090-05-21 41 666 10230000 52 666 518 4095 36 819000
## 71 2090-05-22 52 808 10230000 52 808 513 4147 34 829400
## 72 2090-05-23 53 610 10230000 51 610 521 4200 35 840000
## 73 2090-05-24 56 532 10230000 52 532 543 4256 36 851200
## 74 2090-05-25 55 403 10230000 50 403 582 4311 35 862200
## 75 2090-05-26 44 210 10230000 45 210 604 4355 34 871000
## 76 2090-05-27 42 491 10230000 41 491 587 4397 33 879400
## 77 2090-05-28 28 746 10230000 38 746 564 4425 31 885000
## 78 2090-05-29 38 800 10230000 38 800 569 4463 29 892600
## 79 2090-05-30 40 774 10230000 37 774 603 4503 30 900600
## 80 2090-05-31 41 773 10230000 41 773 650 4544 29 908800
## 81 2090-06-01 39 432 10230000 41 432 716 4583 30 916600
## 82 2090-06-02 46 265 10230000 40 265 767 4629 30 925800
## 83 2090-06-03 39 648 10230000 38 648 767 4668 28 933600
## 84 2090-06-04 36 900 10230000 38 900 750 4704 26 940800
## 85 2090-06-05 28 1046 10230000 37 1046 752 4732 25 946400
## 86 2090-06-06 43 1039 10230000 35 1039 786 4775 24 955000
## 87 2090-06-07 37 1146 10230000 34 1146 850 4812 22 962400
## 88 2090-06-08 29 780 10230000 36 780 930 4841 20 968200
## 89 2090-06-09 33 462 10230000 34 462 990 4874 19 974800
## 90 2090-06-10 38 677 10230000 35 677 986 4912 19 982400
## 91 2090-06-11 33 937 10230000 36 937 951 4945 17 989000
## 92 2090-06-12 40 1437 10230000 35 1437 943 4985 17 997000
## 93 2090-06-13 35 1293 10230000 34 1293 963 5020 18 1004000
## 94 2090-06-14 29 1329 10230000 33 1329 1006 5049 18 1009800
## 95 2090-06-15 33 1032 10230000 31 1032 1067 5082 15 1016400
## 96 2090-06-16 27 418 10230000 29 418 1099 5109 15 1021800
## 97 2090-06-17 30 685 10230000 30 685 1074 5139 12 1027800
## 98 2090-06-18 28 1209 10230000 29 1209 1022 5167 12 1033400
## 99 2090-06-19 32 1457 10230000 30 1457 996 5199 12 1039800
## 100 2090-06-20 29 1494 10230000 30 1494 1012 5228 12 1045600
## 101 2090-06-21 30 1209 10230000 28 1209 1038 5258 12 1051600
## 102 2090-06-22 29 698 10230000 26 698 1081 5287 13 1057400
## 103 2090-06-23 22 321 10230000 25 321 1116 5309 12 1061800
## 104 2090-06-24 20 800 10230000 24 800 1086 5329 12 1065800
## 105 2090-06-25 25 1309 10230000 22 1309 1023 5354 12 1070800
## 106 2090-06-26 22 1698 10230000 20 1698 964 5376 10 1075200
## 107 2090-06-27 23 1279 10230000 19 1279 913 5399 9 1079800
## 108 2090-06-28 11 1204 10230000 19 1204 891 5410 8 1082000
## 109 2090-06-29 14 755 10230000 17 755 906 5424 8 1084800
## 110 2090-06-30 23 415 10230000 17 415 903 5447 8 1089400
## 111 2090-07-01 16 727 10230000 18 727 844 5463 7 1092600
## 112 2090-07-02 20 804 10230000 18 804 742 5483 7 1096600
## 113 2090-07-03 15 684 10230000 15 684 640 5498 8 1099600
## 114 2090-07-04 15 687 10230000 15 687 570 5513 7 1102600
## 115 2090-07-05 8 694 10230000 12 694 525 5521 6 1104200
## 116 2090-07-06 15 364 10230000 12 364 505 5536 5 1107200
## 117 2090-07-07 9 315 10230000 12 315 486 5545 4 1109000
## 118 2090-07-08 15 251 10230000 12 251 439 5560 3 1112000
## 119 2090-07-09 12 278 10230000 12 278 389 5572 3 1114400
## 120 2090-07-10 11 533 10230000 13 533 352 5583 3 1116600
## 121 2090-07-11 15 334 10230000 12 334 319 5598 3 1119600
## 122 2090-07-12 14 369 10230000 12 369 298 5612 3 1122400
## 123 2090-07-13 10 308 10230000 12 308 293 5622 3 1124400
## 124 2090-07-14 8 106 10230000 10 106 289 5630 2 1126000
## 125 2090-07-15 12 170 10230000 9 170 280 5642 2 1128400
## 126 2090-07-16 8 312 10230000 8 312 256 5650 2 1130000
## 127 2090-07-17 6 287 10230000 8 287 235 5656 3 1131200
## 128 2090-07-18 6 268 10230000 8 268 227 5662 2 1132400
## 129 2090-07-19 7 284 10230000 7 284 220 5669 3 1133800
## 130 2090-07-20 11 191 10230000 7 191 223 5680 3 1136000
## 131 2090-07-21 7 110 10230000 8 110 228 5687 2 1137400
## 132 2090-07-22 6 131 10230000 7 131 216 5693 2 1138600
## 133 2090-07-23 7 226 10230000 6 226 196 5700 3 1140000
## 134 2090-07-24 6 297 10230000 5 297 187 5706 3 1141200
## 135 2090-07-25 5 220 10230000 4 220 189 5711 3 1142200
## 136 2090-07-26 3 262 10230000 3 262 194 5714 4 1142800
## 137 2090-07-27 1 138 10230000 3 138 205 5715 3 1143000
## 138 2090-07-28 2 42 10230000 3 42 218 5717 3 1143400
## 139 2090-07-29 6 71 10230000 3 71 217 5723 2 1144600
## 140 2090-07-30 4 283 10230000 3 283 204 5727 2 1145400
## 141 2090-07-31 1 301 10230000 3 301 203 5728 2 1145600
## 142 2090-08-01 0 302 10230000 2 302 215 5728 2 1145600
## 143 2090-08-02 2 258 10230000 2 258 232 5730 2 1146000
## 144 2090-08-03 2 303 10230000 2 303 256 5732 3 1146400
## 145 2090-08-04 3 38 10230000 3 38 278 5735 3 1147000
## 146 2090-08-05 4 165 10230000 2 165 277 5739 2 1147800
## 147 2090-08-06 2 333 10230000 3 333 264 5741 2 1148200
## 148 2090-08-07 1 425 10230000 3 425 264 5742 2 1148400
## 149 2090-08-08 4 378 10230000 2 378 277 5746 2 1149200
## 150 2090-08-09 2 380 10230000 2 380 287 5748 2 1149600
## 151 2090-08-10 1 260 10230000 3 260 302 5749 1 1149800
## 152 2090-08-11 4 73 10230000 3 73 317 5753 1 1150600
## 153 2090-08-12 2 196 10230000 3 196 309 5755 2 1151000
## 154 2090-08-13 4 417 10230000 4 417 287 5759 2 1151800
## 155 2090-08-14 3 443 10230000 3 443 274 5762 2 1152400
## 156 2090-08-15 5 363 10230000 3 363 270 5767 2 1153400
## 157 2090-08-16 1 344 10230000 2 344 272 5768 2 1153600
## 158 2090-08-17 1 226 10230000 2 226 284 5769 2 1153800
## 159 2090-08-18 0 63 10230000 2 63 292 5769 1 1153800
## 160 2090-08-19 3 174 10230000 2 174 276 5772 1 1154400
## 161 2090-08-20 4 314 10230000 2 314 249 5776 1 1155200
## 162 2090-08-21 1 351 10230000 3 351 232 5777 1 1155400
## 163 2090-08-22 2 333 10230000 3 333 222 5779 1 1155800
## 164 2090-08-23 5 298 10230000 2 298 217 5784 2 1156800
## 165 2090-08-24 1 160 10230000 2 160 221 5785 2 1157000
## 166 2090-08-25 3 57 10230000 2 57 224 5788 2 1157600
## 167 2090-08-26 1 174 10230000 2 174 211 5789 2 1157800
## 168 2090-08-27 1 222 10230000 2 222 192 5790 2 1158000
## 169 2090-08-28 2 244 10230000 1 244 177 5792 2 1158400
## 170 2090-08-29 1 202 10230000 1 202 167 5793 2 1158600
## 171 2090-08-30 1 179 10230000 2 179 169 5794 2 1158800
## 172 2090-08-31 1 131 10230000 2 131 183 5795 1 1159000
## 173 2090-09-01 3 48 10230000 2 48 191 5798 1 1159600
## 174 2090-09-02 2 162 10230000 2 162 184 5800 2 1160000
## 175 2090-09-03 3 171 10230000 2 171 176 5803 2 1160600
## 176 2090-09-04 2 213 10230000 2 213 174 5805 2 1161000
## 177 2090-09-05 2 286 10230000 1 286 182 5807 2 1161400
## 178 2090-09-06 0 262 10230000 1 262 192 5807 2 1161400
## 179 2090-09-07 0 171 10230000 1 171 208 5807 2 1161400
## 180 2090-09-08 3 67 10230000 1 67 220 5810 2 1162000
## 181 2090-09-09 1 185 10230000 1 185 219 5811 2 1162200
## 182 2090-09-10 1 236 10230000 2 236 216 5812 2 1162400
## 183 2090-09-11 2 314 10230000 2 314 217 5814 2 1162800
## 184 2090-09-12 2 254 10230000 2 254 220 5816 2 1163200
## 185 2090-09-13 4 291 10230000 2 291 232 5820 2 1164000
## 186 2090-09-14 1 206 10230000 2 206 256 5821 2 1164200
## 187 2090-09-15 2 106 10230000 2 106 276 5823 3 1164600
## 188 2090-09-16 2 220 10230000 2 220 275 5825 3 1165000
## 189 2090-09-17 1 292 10230000 2 292 269 5826 2 1165200
## 190 2090-09-18 2 330 10230000 1 330 275 5828 3 1165600
## 191 2090-09-19 1 389 10230000 1 389 293 5829 3 1165800
## 192 2090-09-20 1 437 10230000 2 437 318 5830 3 1166000
## 193 2090-09-21 1 279 10230000 2 279 354 5831 3 1166200
## 194 2090-09-22 4 133 10230000 2 133 380 5835 4 1167000
## 195 2090-09-23 2 266 10230000 2 266 379 5837 3 1167400
## 196 2090-09-24 1 438 10230000 2 438 376 5838 3 1167600
## 197 2090-09-25 0 553 10230000 2 553 387 5838 3 1167600
## 198 2090-09-26 1 540 10230000 2 540 407 5839 3 1167800
## 199 2090-09-27 4 630 10230000 2 630 432 5843 2 1168600
## 200 2090-09-28 2 325 10230000 2 325 471 5845 2 1169000
## 201 2090-09-29 1 167 10230000 2 167 503 5846 2 1169200
## 202 2090-09-30 1 378 10230000 2 378 500 5847 2 1169400
## 203 2090-10-01 2 613 10230000 2 613 481 5849 3 1169800
## 204 2090-10-02 4 688 10230000 2 688 483 5853 3 1170600
## 205 2090-10-03 1 633 10230000 3 633 502 5854 3 1170800
## 206 2090-10-04 3 712 10230000 3 712 532 5857 4 1171400
## 207 2090-10-05 3 461 10230000 2 461 578 5860 5 1172000
## 208 2090-10-06 3 156 10230000 3 156 610 5863 6 1172600
## 209 2090-10-07 2 374 10230000 3 374 596 5865 7 1173000
## 210 2090-10-08 4 786 10230000 3 786 575 5869 9 1173800
## 211 2090-10-09 3 831 10230000 3 831 585 5872 9 1174400
## 212 2090-10-10 1 834 10230000 4 834 607 5873 9 1174600
## 213 2090-10-11 5 783 10230000 3 783 636 5878 9 1175600
## 214 2090-10-12 5 509 10230000 3 509 697 5883 9 1176600
## 215 2090-10-13 2 161 10230000 3 161 753 5885 10 1177000
## 216 2090-10-14 3 636 10230000 3 636 747 5888 12 1177600
## 217 2090-10-15 1 916 10230000 2 916 726 5889 14 1177800
## 218 2090-10-16 2 968 10230000 2 968 742 5891 16 1178200
## 219 2090-10-17 3 902 10230000 2 902 794 5894 19 1178800
## 220 2090-10-18 2 1179 10230000 2 1179 875 5896 21 1179200
## 221 2090-10-19 4 697 10230000 3 697 994 5900 21 1180000
## 222 2090-10-20 1 321 10230000 3 321 1100 5901 23 1180200
## 223 2090-10-21 4 771 10230000 3 771 1119 5905 23 1181000
## 224 2090-10-22 4 1290 10230000 4 1290 1106 5909 25 1181800
## 225 2090-10-23 3 1570 10230000 5 1570 1173 5912 28 1182400
## 226 2090-10-24 9 1666 10230000 6 1666 1328 5921 28 1184200
## 227 2090-10-25 7 1868 10230000 7 1868 1528 5928 28 1185600
## 228 2090-10-26 8 1477 10230000 9 1477 1790 5936 29 1187200
## 229 2090-10-27 8 514 10230000 9 514 2038 5944 29 1188800
## 230 2090-10-28 11 1068 10230000 9 1068 2131 5955 28 1191000
## 231 2090-10-29 9 2415 10230000 9 2415 2131 5964 29 1192800
## 232 2090-10-30 9 3390 10230000 9 3390 2212 5973 31 1194600
## 233 2090-10-31 9 3263 10230000 10 3263 2402 5982 33 1196400
## 234 2090-11-01 9 4055 10230000 12 4055 2647 5991 32 1198200
## 235 2090-11-02 12 2987 10230000 14 2987 2947 6003 31 1200600
## 236 2090-11-03 22 1298 10230000 16 1298 3253 6025 30 1205000
## 237 2090-11-04 20 1570 10230000 19 1570 3380 6045 30 1209000
## 238 2090-11-05 19 3609 10230000 21 3609 3381 6064 28 1212800
## 239 2090-11-06 21 4484 10230000 21 4484 3447 6085 27 1217000
## 240 2090-11-07 22 4745 10230000 23 4745 3567 6107 24 1221400
## 241 2090-11-08 25 4454 10230000 23 4454 3743 6132 20 1226400
## 242 2090-11-09 26 4453 10230000 25 4453 4077 6158 17 1231600
## 243 2090-11-10 20 2097 10230000 28 2097 4385 6178 14 1235600
## 244 2090-11-11 34 3726 10230000 28 3726 4382 6212 NA 1242400
## 245 2090-11-12 35 4499 10230000 28 4499 4216 6247 NA 1249400
## 246 2090-11-13 25 5709 10230000 29 5709 4124 6272 NA 1254400
## 247 2090-11-14 24 5568 10230000 29 5568 4133 6296 NA 1259200
## 248 2090-11-15 29 6733 10230000 28 6733 4286 6325 NA 1265000
## 249 2090-11-16 31 3516 10230000 29 3516 4559 6356 NA 1271200
## 250 2090-11-17 30 1582 10230000 31 1582 4731 6386 NA 1277200
## 251 2090-11-18 32 2544 10230000 33 2544 4677 6418 NA 1283600
## 252 2090-11-19 32 4460 10230000 32 4460 4514 6450 NA 1290000
## 253 2090-11-20 39 4962 10230000 31 4962 4442 6489 NA 1297800
## 254 2090-11-21 26 7628 10230000 30 7628 4419 6515 NA 1303000
## 255 2090-11-22 27 5462 10230000 30 5462 4472 6542 NA 1308400
## 256 2090-11-23 24 4496 10230000 28 4496 4525 6566 NA 1313200
## 257 2090-11-24 32 2423 10230000 27 2423 4579 6598 NA 1319600
## 258 2090-11-25 33 3878 10230000 24 3878 4632 6631 NA 1326200
## 259 2090-11-26 21 5674 10230000 20 5674 4686 6652 NA 1330400
## 260 2090-11-27 10 6066 10230000 17 6066 4739 6662 NA 1332400
## 261 2090-11-28 3 5464 10230000 14 5464 4792 6665 NA 1333000
## peri N f
## 1 0.00004 0.04 0.000002
## 2 0.00004 0.04 0.000003
## 3 0.00006 0.04 0.000006
## 4 0.00008 0.04 0.000009
## 5 0.00012 0.05 0.000015
## 6 0.00016 0.08 0.000028
## 7 0.00018 0.13 0.000052
## 8 0.00029 0.18 0.000105
## 9 0.00045 0.23 0.000207
## 10 0.00063 0.30 0.000392
## 11 0.00078 0.33 0.000652
## 12 0.00100 0.42 0.001074
## 13 0.00121 0.52 0.001698
## 14 0.00162 0.68 0.002797
## 15 0.00205 0.83 0.004491
## 16 0.00266 0.99 0.007136
## 17 0.00328 1.11 0.010797
## 18 0.00397 1.28 0.015865
## 19 0.00471 1.40 0.022447
## 20 0.00559 1.55 0.031085
## 21 0.00653 1.79 0.042786
## 22 0.00757 2.09 0.058586
## 23 0.00893 2.26 0.078819
## 24 0.01050 2.53 0.105335
## 25 0.01187 2.79 0.138405
## 26 0.01353 2.89 0.177441
## 27 0.01529 3.13 0.225330
## 28 0.01693 3.25 0.280274
## 29 0.01918 3.28 0.343191
## 30 0.02086 3.37 0.413389
## 31 0.02262 3.46 0.491583
## 32 0.02461 3.24 0.571288
## 33 0.02651 3.28 0.658255
## 34 0.02815 3.46 0.755575
## 35 0.02995 3.52 0.861015
## 36 0.03220 3.42 0.971189
## 37 0.03437 3.44 1.089273
## 38 0.03599 3.40 1.211663
## 39 0.03767 3.19 1.331796
## 40 0.03937 2.84 1.443742
## 41 0.04104 2.80 1.558676
## 42 0.04225 2.80 1.677004
## 43 0.04375 2.81 1.800166
## 44 0.04543 2.73 1.924215
## 45 0.04717 2.81 2.057007
## 46 0.04860 2.79 2.192789
## 47 0.05005 2.77 2.331553
## 48 0.05150 2.73 2.472148
## 49 0.05312 2.77 2.619047
## 50 0.05474 2.79 2.771979
## 51 0.05627 2.79 2.928774
## 52 0.05779 2.73 3.086557
## 53 0.05922 2.74 3.248654
## 54 0.06068 2.69 3.412196
## 55 0.06233 2.66 3.577965
## 56 0.06373 2.71 3.750625
## 57 0.06516 2.60 3.920257
## 58 0.06673 2.49 4.086427
## 59 0.06790 2.50 4.255999
## 60 0.06923 2.44 4.424983
## 61 0.07065 2.31 4.587980
## 62 0.07193 2.24 4.748834
## 63 0.07312 2.08 4.901008
## 64 0.07410 1.98 5.047374
## 65 0.07500 1.86 5.186522
## 66 0.07613 1.80 5.323478
## 67 0.07707 1.86 5.467015
## 68 0.07810 1.83 5.609727
## 69 0.07926 1.78 5.751192
## 70 0.08006 1.82 5.896912
## 71 0.08108 1.84 6.046198
## 72 0.08211 1.81 6.195074
## 73 0.08321 1.83 6.347697
## 74 0.08428 1.76 6.496346
## 75 0.08514 1.59 6.631495
## 76 0.08596 1.46 6.757032
## 77 0.08651 1.35 6.874214
## 78 0.08725 1.33 6.990555
## 79 0.08804 1.31 7.106075
## 80 0.08884 1.44 7.233929
## 81 0.08960 1.45 7.363511
## 82 0.09050 1.42 7.491841
## 83 0.09126 1.33 7.612882
## 84 0.09196 1.35 7.737452
## 85 0.09251 1.29 7.856889
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