Sweden: Second Wave
George Robertson
November, 24, 2020
Cumulative Deaths
Sweden cumulative deaths were steady until 5weeks 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).
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 country dcases cases daid deaths pop daidsm dcasessm
## 60 2020-03-02 Sweden 3 14 0 0 10230000 0.000 36
## 61 2020-03-03 Sweden 0 14 0 0 10230000 -0.005 33
## 62 2020-03-04 Sweden 5 19 0 0 10230000 0.000 30
## 63 2020-03-05 Sweden 13 32 0 0 10230000 0.000 28
## 64 2020-03-06 Sweden 30 62 0 0 10230000 0.000 29
## 65 2020-03-07 Sweden 25 87 0 0 10230000 0.000 36
## 66 2020-03-08 Sweden 59 146 0 0 10230000 0.000 51
## 67 2020-03-09 Sweden 33 179 0 0 10230000 0.000 68
## 68 2020-03-10 Sweden 46 225 0 0 10230000 0.400 82
## 69 2020-03-11 Sweden 101 326 0 0 10230000 2.800 91
## 70 2020-03-12 Sweden 98 424 2 2 10230000 2.800 95
## 71 2020-03-13 Sweden 196 620 12 14 10230000 3.000 99
## 72 2020-03-14 Sweden 151 771 0 14 10230000 3.200 104
## 73 2020-03-15 Sweden 152 923 1 15 10230000 3.200 114
## 74 2020-03-16 Sweden 71 994 1 16 10230000 1.200 121
## 75 2020-03-17 Sweden 69 1063 2 18 10230000 1.400 127
## 76 2020-03-18 Sweden 83 1146 2 20 10230000 2.400 128
## 77 2020-03-19 Sweden 119 1265 1 21 10230000 3.800 123
## 78 2020-03-20 Sweden 145 1410 6 27 10230000 5.200 123
## 79 2020-03-21 Sweden 143 1553 8 35 10230000 6.400 133
## 80 2020-03-22 Sweden 180 1733 9 44 10230000 8.400 153
## 81 2020-03-23 Sweden 136 1869 8 52 10230000 9.400 175
## 82 2020-03-24 Sweden 118 1987 11 63 10230000 12.000 198
## 83 2020-03-25 Sweden 182 2169 11 74 10230000 14.600 218
## 84 2020-03-26 Sweden 230 2399 21 95 10230000 19.200 232
## 85 2020-03-27 Sweden 314 2713 22 117 10230000 23.400 251
## 86 2020-03-28 Sweden 286 2999 31 148 10230000 28.200 280
## 87 2020-03-29 Sweden 365 3364 32 180 10230000 31.600 315
## 88 2020-03-30 Sweden 300 3664 35 215 10230000 36.200 352
## 89 2020-03-31 Sweden 280 3944 38 253 10230000 39.600 389
## 90 2020-04-01 Sweden 416 4360 45 298 10230000 43.800 410
## 91 2020-04-02 Sweden 475 4835 48 346 10230000 50.800 415
## 92 2020-04-03 Sweden 486 5321 53 399 10230000 59.200 419
## 93 2020-04-04 Sweden 554 5875 70 469 10230000 64.200 442
## 94 2020-04-05 Sweden 601 6476 80 549 10230000 71.600 482
## 95 2020-04-06 Sweden 357 6833 70 619 10230000 79.000 512
## 96 2020-04-07 Sweden 340 7173 85 704 10230000 81.800 523
## 97 2020-04-08 Sweden 389 7562 90 794 10230000 88.800 517
## 98 2020-04-09 Sweden 738 8300 84 878 10230000 92.000 508
## 99 2020-04-10 Sweden 654 8954 115 993 10230000 93.000 496
## 100 2020-04-11 Sweden 645 9599 86 1079 10230000 95.400 493
## 101 2020-04-12 Sweden 454 10053 90 1169 10230000 98.000 513
## 102 2020-04-13 Sweden 395 10448 102 1271 10230000 91.800 538
## 103 2020-04-14 Sweden 464 10912 97 1368 10230000 93.000 547
## 104 2020-04-15 Sweden 437 11349 84 1452 10230000 98.000 538
## 105 2020-04-16 Sweden 479 11828 92 1544 10230000 99.800 519
## 106 2020-04-17 Sweden 604 12432 115 1659 10230000 97.000 507
## 107 2020-04-18 Sweden 623 13055 111 1770 10230000 97.400 523
## 108 2020-04-19 Sweden 688 13743 83 1853 10230000 96.400 551
## 109 2020-04-20 Sweden 532 14275 86 1939 10230000 90.400 580
## 110 2020-04-21 Sweden 388 14663 87 2026 10230000 80.600 611
## 111 2020-04-22 Sweden 461 15124 85 2111 10230000 79.400 620
## 112 2020-04-23 Sweden 707 15831 62 2173 10230000 79.400 597
## 113 2020-04-24 Sweden 722 16553 77 2250 10230000 79.800 575
## 114 2020-04-25 Sweden 758 17311 86 2336 10230000 77.400 579
## 115 2020-04-26 Sweden 780 18091 89 2425 10230000 79.800 610
## 116 2020-04-27 Sweden 473 18564 73 2498 10230000 79.200 639
## 117 2020-04-28 Sweden 300 18864 74 2572 10230000 78.600 639
## 118 2020-04-29 Sweden 563 19427 74 2646 10230000 77.400 609
## 119 2020-04-30 Sweden 742 20169 83 2729 10230000 78.400 563
## 120 2020-05-01 Sweden 799 20968 83 2812 10230000 79.200 523
## 121 2020-05-02 Sweden 636 21604 78 2890 10230000 79.000 517
## 122 2020-05-03 Sweden 532 22136 78 2968 10230000 77.400 549
## 123 2020-05-04 Sweden 299 22435 73 3041 10230000 77.600 582
## 124 2020-05-05 Sweden 261 22696 75 3116 10230000 76.400 591
## 125 2020-05-06 Sweden 477 23173 84 3200 10230000 75.400 574
## 126 2020-05-07 Sweden 657 23830 72 3272 10230000 76.800 542
## 127 2020-05-08 Sweden 745 24575 73 3345 10230000 73.800 520
## 128 2020-05-09 Sweden 784 25359 80 3425 10230000 70.600 539
## 129 2020-05-10 Sweden 700 26059 60 3485 10230000 70.800 584
## 130 2020-05-11 Sweden 509 26568 68 3553 10230000 69.200 615
## 131 2020-05-12 Sweden 279 26847 73 3626 10230000 65.400 625
## 132 2020-05-13 Sweden 455 27302 65 3691 10230000 63.400 608
## 133 2020-05-14 Sweden 754 28056 61 3752 10230000 59.000 562
## 134 2020-05-15 Sweden 698 28754 50 3802 10230000 56.000 522
## 135 2020-05-16 Sweden 657 29411 46 3848 10230000 52.600 517
## 136 2020-05-17 Sweden 688 30099 58 3906 10230000 51.000 551
## 137 2020-05-18 Sweden 358 30457 48 3954 10230000 52.800 585
## 138 2020-05-19 Sweden 259 30716 53 4007 10230000 51.800 582
## 139 2020-05-20 Sweden 430 31146 59 4066 10230000 50.600 556
## 140 2020-05-21 Sweden 666 31812 41 4107 10230000 51.600 519
## 141 2020-05-22 Sweden 808 32620 52 4159 10230000 52.200 487
## 142 2020-05-23 Sweden 610 33230 53 4212 10230000 51.400 496
## 143 2020-05-24 Sweden 532 33762 56 4268 10230000 52.000 543
## 144 2020-05-25 Sweden 403 34165 55 4323 10230000 50.000 587
## 145 2020-05-26 Sweden 210 34375 44 4367 10230000 45.000 609
## 146 2020-05-27 Sweden 491 34866 42 4409 10230000 41.400 596
## 147 2020-05-28 Sweden 746 35612 28 4437 10230000 38.400 560
## 148 2020-05-29 Sweden 800 36412 38 4475 10230000 37.800 548
## 149 2020-05-30 Sweden 774 37186 40 4515 10230000 37.200 579
## 150 2020-05-31 Sweden 773 37959 41 4556 10230000 40.800 646
## 151 2020-06-01 Sweden 432 38391 39 4595 10230000 41.000 715
## 152 2020-06-02 Sweden 265 38656 46 4641 10230000 40.200 762
## 153 2020-06-03 Sweden 648 39304 39 4680 10230000 37.600 781
## 154 2020-06-04 Sweden 900 40204 36 4716 10230000 38.400 765
## 155 2020-06-05 Sweden 1046 41250 28 4744 10230000 36.600 744
## 156 2020-06-06 Sweden 1039 42289 43 4787 10230000 34.600 765
## 157 2020-06-07 Sweden 1146 43435 37 4824 10230000 34.000 849
## 158 2020-06-08 Sweden 780 44215 29 4853 10230000 36.000 939
## 159 2020-06-09 Sweden 462 44677 33 4886 10230000 34.000 993
## 160 2020-06-10 Sweden 677 45354 38 4924 10230000 34.600 1014
## 161 2020-06-11 Sweden 937 46291 33 4957 10230000 35.800 982
## 162 2020-06-12 Sweden 1437 47728 40 4997 10230000 35.000 928
## 163 2020-06-13 Sweden 1293 49021 35 5032 10230000 34.000 926
## 164 2020-06-14 Sweden 1329 50350 29 5061 10230000 32.800 998
## 165 2020-06-15 Sweden 1032 51382 33 5094 10230000 30.800 1088
## 166 2020-06-16 Sweden 418 51800 27 5121 10230000 29.400 1143
## 167 2020-06-17 Sweden 685 52485 30 5151 10230000 30.000 1119
## 168 2020-06-18 Sweden 1209 53694 28 5179 10230000 29.200 1034
## 169 2020-06-19 Sweden 1457 55151 32 5211 10230000 29.800 959
## 170 2020-06-20 Sweden 1494 56645 29 5240 10230000 29.600 946
## 171 2020-06-21 Sweden 1209 57854 30 5270 10230000 28.400 1024
## 172 2020-06-22 Sweden 698 58552 29 5299 10230000 26.000 1118
## 173 2020-06-23 Sweden 321 58873 22 5321 10230000 25.200 1147
## 174 2020-06-24 Sweden 800 59673 20 5341 10230000 23.600 1112
## 175 2020-06-25 Sweden 1309 60982 25 5366 10230000 22.400 1023
## 176 2020-06-26 Sweden 1698 62680 22 5388 10230000 20.200 945
## 177 2020-06-27 Sweden 1279 63959 23 5411 10230000 19.000 926
## 178 2020-06-28 Sweden 1204 65163 11 5422 10230000 18.600 949
## 179 2020-06-29 Sweden 755 65918 14 5436 10230000 17.400 962
## 180 2020-06-30 Sweden 415 66333 23 5459 10230000 16.800 925
## 181 2020-07-01 Sweden 727 67060 16 5475 10230000 17.600 828
## 182 2020-07-02 Sweden 804 67864 20 5495 10230000 17.800 713
## 183 2020-07-03 Sweden 684 68548 15 5510 10230000 14.800 617
## 184 2020-07-04 Sweden 687 69235 15 5525 10230000 14.600 546
## 185 2020-07-05 Sweden 694 69929 8 5533 10230000 12.400 528
## 186 2020-07-06 Sweden 364 70293 15 5548 10230000 12.400 514
## 187 2020-07-07 Sweden 315 70608 9 5557 10230000 11.800 473
## 188 2020-07-08 Sweden 251 70859 15 5572 10230000 12.400 432
## 189 2020-07-09 Sweden 278 71137 12 5584 10230000 12.400 384
## 190 2020-07-10 Sweden 533 71670 11 5595 10230000 13.400 329
## 191 2020-07-11 Sweden 334 72004 15 5610 10230000 12.400 300
## 192 2020-07-12 Sweden 369 72373 14 5624 10230000 11.600 296
## 193 2020-07-13 Sweden 308 72681 10 5634 10230000 11.800 296
## 194 2020-07-14 Sweden 106 72787 8 5642 10230000 10.400 297
## 195 2020-07-15 Sweden 170 72957 12 5654 10230000 8.800 280
## 196 2020-07-16 Sweden 312 73269 8 5662 10230000 8.000 252
## 197 2020-07-17 Sweden 287 73556 6 5668 10230000 7.800 229
## 198 2020-07-18 Sweden 268 73824 6 5674 10230000 7.600 213
## 199 2020-07-19 Sweden 284 74108 7 5681 10230000 7.400 218
## 200 2020-07-20 Sweden 191 74299 11 5692 10230000 7.400 230
## 201 2020-07-21 Sweden 110 74409 7 5699 10230000 7.600 230
## 202 2020-07-22 Sweden 131 74540 6 5705 10230000 7.400 220
## 203 2020-07-23 Sweden 226 74766 7 5712 10230000 6.200 201
## 204 2020-07-24 Sweden 297 75063 6 5718 10230000 5.400 179
## 205 2020-07-25 Sweden 220 75283 5 5723 10230000 4.400 173
## 206 2020-07-26 Sweden 262 75545 3 5726 10230000 3.400 188
## 207 2020-07-27 Sweden 138 75683 1 5727 10230000 3.400 206
## 208 2020-07-28 Sweden 42 75725 2 5729 10230000 3.200 216
## 209 2020-07-29 Sweden 71 75796 6 5735 10230000 2.800 218
## 210 2020-07-30 Sweden 283 76079 4 5739 10230000 2.600 209
## 211 2020-07-31 Sweden 301 76380 1 5740 10230000 2.600 195
## 212 2020-08-01 Sweden 302 76682 0 5740 10230000 1.800 200
## 213 2020-08-02 Sweden 258 76940 2 5742 10230000 1.600 229
## 214 2020-08-03 Sweden 303 77243 2 5744 10230000 2.200 263
## 215 2020-08-04 Sweden 38 77281 3 5747 10230000 2.600 283
## 216 2020-08-05 Sweden 165 77446 4 5751 10230000 2.400 286
## 217 2020-08-06 Sweden 333 77779 2 5753 10230000 2.800 273
## 218 2020-08-07 Sweden 425 78204 1 5754 10230000 2.600 258
## 219 2020-08-08 Sweden 378 78582 4 5758 10230000 2.000 261
## 220 2020-08-09 Sweden 380 78962 2 5760 10230000 2.400 287
## 221 2020-08-10 Sweden 260 79222 1 5761 10230000 2.600 317
## 222 2020-08-11 Sweden 73 79295 4 5765 10230000 2.600 327
## 223 2020-08-12 Sweden 196 79491 2 5767 10230000 2.800 318
## 224 2020-08-13 Sweden 417 79908 4 5771 10230000 3.600 292
## 225 2020-08-14 Sweden 443 80351 3 5774 10230000 3.000 266
## 226 2020-08-15 Sweden 363 80714 5 5779 10230000 2.800 259
## 227 2020-08-16 Sweden 344 81058 1 5780 10230000 2.000 275
## 228 2020-08-17 Sweden 226 81284 1 5781 10230000 2.000 296
## 229 2020-08-18 Sweden 63 81347 0 5781 10230000 1.800 297
## 230 2020-08-19 Sweden 174 81521 3 5784 10230000 1.800 277
## 231 2020-08-20 Sweden 314 81835 4 5788 10230000 2.000 247
## 232 2020-08-21 Sweden 351 82186 1 5789 10230000 3.000 224
## 233 2020-08-22 Sweden 333 82519 2 5791 10230000 2.600 215
## 234 2020-08-23 Sweden 298 82817 5 5796 10230000 2.400 224
## 235 2020-08-24 Sweden 160 82977 1 5797 10230000 2.400 234
## 236 2020-08-25 Sweden 57 83034 3 5800 10230000 2.200 229
## 237 2020-08-26 Sweden 174 83208 1 5801 10230000 1.600 211
## 238 2020-08-27 Sweden 222 83430 1 5802 10230000 1.600 186
## 239 2020-08-28 Sweden 244 83674 2 5804 10230000 1.200 165
## 240 2020-08-29 Sweden 202 83876 1 5805 10230000 1.200 158
## 241 2020-08-30 Sweden 179 84055 1 5806 10230000 1.600 167
## 242 2020-08-31 Sweden 131 84186 1 5807 10230000 1.600 180
## 243 2020-09-01 Sweden 48 84234 3 5810 10230000 2.000 188
## 244 2020-09-02 Sweden 162 84396 2 5812 10230000 2.200 186
## 245 2020-09-03 Sweden 171 84567 3 5815 10230000 2.400 176
## 246 2020-09-04 Sweden 213 84780 2 5817 10230000 1.800 169
## 247 2020-09-05 Sweden 286 85066 2 5819 10230000 1.400 175
## 248 2020-09-06 Sweden 262 85328 0 5819 10230000 1.400 193
## 249 2020-09-07 Sweden 171 85499 0 5819 10230000 1.200 211
## 250 2020-09-08 Sweden 67 85566 3 5822 10230000 1.000 222
## 251 2020-09-09 Sweden 185 85751 1 5823 10230000 1.400 228
## 252 2020-09-10 Sweden 236 85987 1 5824 10230000 1.800 218
## 253 2020-09-11 Sweden 314 86301 2 5826 10230000 2.000 207
## 254 2020-09-12 Sweden 254 86555 2 5828 10230000 2.000 211
## 255 2020-09-13 Sweden 291 86846 4 5832 10230000 2.200 230
## 256 2020-09-14 Sweden 206 87052 1 5833 10230000 2.200 254
## 257 2020-09-15 Sweden 106 87158 2 5835 10230000 2.000 274
## 258 2020-09-16 Sweden 220 87378 2 5837 10230000 1.600 282
## 259 2020-09-17 Sweden 292 87670 1 5838 10230000 1.600 274
## 260 2020-09-18 Sweden 330 88000 2 5840 10230000 1.400 267
## 261 2020-09-19 Sweden 389 88389 1 5841 10230000 1.200 277
## 262 2020-09-20 Sweden 437 88826 1 5842 10230000 1.800 311
## 263 2020-09-21 Sweden 279 89105 1 5843 10230000 1.800 350
## 264 2020-09-22 Sweden 133 89238 4 5847 10230000 1.800 383
## 265 2020-09-23 Sweden 266 89504 2 5849 10230000 1.600 399
## 266 2020-09-24 Sweden 438 89942 1 5850 10230000 1.600 388
## 267 2020-09-25 Sweden 553 90495 0 5850 10230000 1.600 374
## 268 2020-09-26 Sweden 540 91035 1 5851 10230000 1.600 388
## 269 2020-09-27 Sweden 629 91664 4 5855 10230000 1.600 432
## 270 2020-09-28 Sweden 325 91989 2 5857 10230000 1.800 478
## 271 2020-09-29 Sweden 167 92156 1 5858 10230000 2.000 510
## 272 2020-09-30 Sweden 378 92534 1 5859 10230000 2.000 519
## 273 2020-10-01 Sweden 613 93147 2 5861 10230000 1.800 495
## 274 2020-10-02 Sweden 688 93835 4 5865 10230000 2.200 463
## 275 2020-10-03 Sweden 633 94468 1 5866 10230000 2.600 474
## 276 2020-10-04 Sweden 712 95180 3 5869 10230000 2.800 530
## 277 2020-10-05 Sweden 461 95641 3 5872 10230000 2.400 586
## 278 2020-10-06 Sweden 156 95797 3 5875 10230000 3.000 617
## 279 2020-10-07 Sweden 374 96171 2 5877 10230000 3.000 617
## 280 2020-10-08 Sweden 786 96957 4 5881 10230000 2.600 584
## 281 2020-10-09 Sweden 831 97788 3 5884 10230000 3.000 557
## 282 2020-10-10 Sweden 834 98622 1 5885 10230000 3.600 576
## 283 2020-10-11 Sweden 783 99405 5 5890 10230000 3.200 639
## 284 2020-10-12 Sweden 509 99914 5 5895 10230000 3.200 706
## 285 2020-10-13 Sweden 161 100075 2 5897 10230000 3.200 752
## 286 2020-10-14 Sweden 637 100712 3 5900 10230000 2.600 765
## 287 2020-10-15 Sweden 916 101628 1 5901 10230000 2.200 733
## 288 2020-10-16 Sweden 968 102596 2 5903 10230000 2.200 707
## 289 2020-10-17 Sweden 902 103498 3 5906 10230000 2.400 745
## 290 2020-10-18 Sweden 1179 104677 2 5908 10230000 2.400 855
## 291 2020-10-19 Sweden 697 105374 4 5912 10230000 2.800 977
## 292 2020-10-20 Sweden 321 105695 1 5913 10230000 3.000 1076
## 293 2020-10-21 Sweden 771 106466 4 5917 10230000 3.200 1149
## 294 2020-10-22 Sweden 1290 107756 4 5921 10230000 4.200 1155
## 295 2020-10-23 Sweden 1570 109326 3 5924 10230000 5.400 1130
## 296 2020-10-24 Sweden 1666 110992 9 5933 10230000 6.200 1210
## 297 2020-10-25 Sweden 1868 112860 7 5940 10230000 7.000 1449
## 298 2020-10-26 Sweden 1477 114337 8 5948 10230000 8.600 1727
## 299 2020-10-27 Sweden 514 114851 8 5956 10230000 8.800 1990
## 300 2020-10-28 Sweden 1068 115919 11 5967 10230000 9.000 2199
## 301 2020-10-29 Sweden 2415 118334 10 5977 10230000 9.000 2252
## 302 2020-10-30 Sweden 3390 121724 8 5985 10230000 9.200 2219
## 303 2020-10-31 Sweden 3263 124987 8 5993 10230000 9.200 2310
## 304 2020-11-01 Sweden 4055 129042 9 6002 10230000 11.600 2616
## 305 2020-11-02 Sweden 2987 132029 11 6013 10230000 14.000 2998
## 306 2020-11-03 Sweden 1298 133327 22 6035 10230000 16.200 3284
## 307 2020-11-04 Sweden 1570 134897 20 6055 10230000 18.600 3439
## 308 2020-11-05 Sweden 3609 138506 19 6074 10230000 21.000 3434
## 309 2020-11-06 Sweden 4486 142992 21 6095 10230000 21.600 3359
## 310 2020-11-07 Sweden 4746 147738 23 6118 10230000 22.400 3418
## 311 2020-11-08 Sweden 4454 152192 25 6143 10230000 22.200 3715
## 312 2020-11-09 Sweden 4453 156645 24 6167 10230000 24.600 4135
## 313 2020-11-10 Sweden 2098 158743 18 6185 10230000 26.200 4492
## 314 2020-11-11 Sweden 3727 162470 33 6218 10230000 25.800 4600
## 315 2020-11-12 Sweden 4500 166970 31 6249 10230000 24.400 4393
## 316 2020-11-13 Sweden 5711 172681 23 6272 10230000 24.400 4139
## 317 2020-11-14 Sweden 5570 178251 17 6289 10230000 21.800 4044
## 318 2020-11-15 Sweden 6737 184988 18 6307 10230000 19.000 4188
## 319 2020-11-16 Sweden 3515 188503 20 6327 10230000 19.400 4457
## 320 2020-11-17 Sweden 1582 190085 17 6344 10230000 20.000 4358
## 321 2020-11-18 Sweden 2547 192632 25 6369 10230000 18.600 3847
## 322 2020-11-19 Sweden 4460 197092 20 6389 10230000 15.800 3336
## 323 2020-11-20 Sweden 4960 202052 11 6400 10230000 12.400 2826
## 324 2020-11-21 Sweden 6243 208295 6 6406 10230000 7.400 2315
## 325 2020-11-22 Sweden 0 208295 0 6406 10230000 4.022 1805
## 326 2020-11-23 Sweden 0 208295 0 6406 10230000 0.645 1294
## l18 cuminf peri
## 60 5.2 0 0.00000
## 61 6.4 0 0.00000
## 62 8.4 0 0.00000
## 63 9.4 0 0.00000
## 64 12.0 0 0.00000
## 65 14.6 0 0.00000
## 66 19.2 0 0.00000
## 67 23.4 0 0.00000
## 68 28.2 0 0.00000
## 69 31.6 0 0.00000
## 70 36.2 400 0.00004
## 71 39.6 2800 0.00027
## 72 43.8 2800 0.00027
## 73 50.8 3000 0.00029
## 74 59.2 3200 0.00031
## 75 64.2 3600 0.00035
## 76 71.6 4000 0.00039
## 77 79.0 4200 0.00041
## 78 81.8 5400 0.00053
## 79 88.8 7000 0.00068
## 80 92.0 8800 0.00086
## 81 93.0 10400 0.00102
## 82 95.4 12600 0.00123
## 83 98.0 14800 0.00145
## 84 91.8 19000 0.00186
## 85 93.0 23400 0.00229
## 86 98.0 29600 0.00289
## 87 99.8 36000 0.00352
## 88 97.0 43000 0.00420
## 89 97.4 50600 0.00495
## 90 96.4 59600 0.00583
## 91 90.4 69200 0.00676
## 92 80.6 79800 0.00780
## 93 79.4 93800 0.00917
## 94 79.4 109800 0.01073
## 95 79.8 123800 0.01210
## 96 77.4 140800 0.01376
## 97 79.8 158800 0.01552
## 98 79.2 175600 0.01717
## 99 78.6 198600 0.01941
## 100 77.4 215800 0.02109
## 101 78.4 233800 0.02285
## 102 79.2 254200 0.02485
## 103 79.0 273600 0.02674
## 104 77.4 290400 0.02839
## 105 77.6 308800 0.03019
## 106 76.4 331800 0.03243
## 107 75.4 354000 0.03460
## 108 76.8 370600 0.03623
## 109 73.8 387800 0.03791
## 110 70.6 405200 0.03961
## 111 70.8 422200 0.04127
## 112 69.2 434600 0.04248
## 113 65.4 450000 0.04399
## 114 63.4 467200 0.04567
## 115 59.0 485000 0.04741
## 116 56.0 499600 0.04884
## 117 52.6 514400 0.05028
## 118 51.0 529200 0.05173
## 119 52.8 545800 0.05335
## 120 51.8 562400 0.05498
## 121 50.6 578000 0.05650
## 122 51.6 593600 0.05803
## 123 52.2 608200 0.05945
## 124 51.4 623200 0.06092
## 125 52.0 640000 0.06256
## 126 50.0 654400 0.06397
## 127 45.0 669000 0.06540
## 128 41.4 685000 0.06696
## 129 38.4 697000 0.06813
## 130 37.8 710600 0.06946
## 131 37.2 725200 0.07089
## 132 40.8 738200 0.07216
## 133 41.0 750400 0.07335
## 134 40.2 760400 0.07433
## 135 37.6 769600 0.07523
## 136 38.4 781200 0.07636
## 137 36.6 790800 0.07730
## 138 34.6 801400 0.07834
## 139 34.0 813200 0.07949
## 140 36.0 821400 0.08029
## 141 34.0 831800 0.08131
## 142 34.6 842400 0.08235
## 143 35.8 853600 0.08344
## 144 35.0 864600 0.08452
## 145 34.0 873400 0.08538
## 146 32.8 881800 0.08620
## 147 30.8 887400 0.08674
## 148 29.4 895000 0.08749
## 149 30.0 903000 0.08827
## 150 29.2 911200 0.08907
## 151 29.8 919000 0.08983
## 152 29.6 928200 0.09073
## 153 28.4 936000 0.09150
## 154 26.0 943200 0.09220
## 155 25.2 948800 0.09275
## 156 23.6 957400 0.09359
## 157 22.4 964800 0.09431
## 158 20.2 970600 0.09488
## 159 19.0 977200 0.09552
## 160 18.6 984800 0.09627
## 161 17.4 991400 0.09691
## 162 16.8 999400 0.09769
## 163 17.6 1006400 0.09838
## 164 17.8 1012200 0.09894
## 165 14.8 1018800 0.09959
## 166 14.6 1024200 0.10012
## 167 12.4 1030200 0.10070
## 168 12.4 1035800 0.10125
## 169 11.8 1042200 0.10188
## 170 12.4 1048000 0.10244
## 171 12.4 1054000 0.10303
## 172 13.4 1059800 0.10360
## 173 12.4 1064200 0.10403
## 174 11.6 1068200 0.10442
## 175 11.8 1073200 0.10491
## 176 10.4 1077600 0.10534
## 177 8.8 1082200 0.10579
## 178 8.0 1084400 0.10600
## 179 7.8 1087200 0.10628
## 180 7.6 1091800 0.10673
## 181 7.4 1095000 0.10704
## 182 7.4 1099000 0.10743
## 183 7.6 1102000 0.10772
## 184 7.4 1105000 0.10802
## 185 6.2 1106600 0.10817
## 186 5.4 1109600 0.10847
## 187 4.4 1111400 0.10864
## 188 3.4 1114400 0.10893
## 189 3.4 1116800 0.10917
## 190 3.2 1119000 0.10938
## 191 2.8 1122000 0.10968
## 192 2.6 1124800 0.10995
## 193 2.6 1126800 0.11015
## 194 1.8 1128400 0.11030
## 195 1.6 1130800 0.11054
## 196 2.2 1132400 0.11069
## 197 2.6 1133600 0.11081
## 198 2.4 1134800 0.11093
## 199 2.8 1136200 0.11107
## 200 2.6 1138400 0.11128
## 201 2.0 1139800 0.11142
## 202 2.4 1141000 0.11153
## 203 2.6 1142400 0.11167
## 204 2.6 1143600 0.11179
## 205 2.8 1144600 0.11189
## 206 3.6 1145200 0.11195
## 207 3.0 1145400 0.11196
## 208 2.8 1145800 0.11200
## 209 2.0 1147000 0.11212
## 210 2.0 1147800 0.11220
## 211 1.8 1148000 0.11222
## 212 1.8 1148000 0.11222
## 213 2.0 1148400 0.11226
## 214 3.0 1148800 0.11230
## 215 2.6 1149400 0.11236
## 216 2.4 1150200 0.11243
## 217 2.4 1150600 0.11247
## 218 2.2 1150800 0.11249
## 219 1.6 1151600 0.11257
## 220 1.6 1152000 0.11261
## 221 1.2 1152200 0.11263
## 222 1.2 1153000 0.11271
## 223 1.6 1153400 0.11275
## 224 1.6 1154200 0.11283
## 225 2.0 1154800 0.11288
## 226 2.2 1155800 0.11298
## 227 2.4 1156000 0.11300
## 228 1.8 1156200 0.11302
## 229 1.4 1156200 0.11302
## 230 1.4 1156800 0.11308
## 231 1.2 1157600 0.11316
## 232 1.0 1157800 0.11318
## 233 1.4 1158200 0.11322
## 234 1.8 1159200 0.11331
## 235 2.0 1159400 0.11333
## 236 2.0 1160000 0.11339
## 237 2.2 1160200 0.11341
## 238 2.2 1160400 0.11343
## 239 2.0 1160800 0.11347
## 240 1.6 1161000 0.11349
## 241 1.6 1161200 0.11351
## 242 1.4 1161400 0.11353
## 243 1.2 1162000 0.11359
## 244 1.8 1162400 0.11363
## 245 1.8 1163000 0.11369
## 246 1.8 1163400 0.11372
## 247 1.6 1163800 0.11376
## 248 1.6 1163800 0.11376
## 249 1.6 1163800 0.11376
## 250 1.6 1164400 0.11382
## 251 1.6 1164600 0.11384
## 252 1.8 1164800 0.11386
## 253 2.0 1165200 0.11390
## 254 2.0 1165600 0.11394
## 255 1.8 1166400 0.11402
## 256 2.2 1166600 0.11404
## 257 2.6 1167000 0.11408
## 258 2.8 1167400 0.11412
## 259 2.4 1167600 0.11413
## 260 3.0 1168000 0.11417
## 261 3.0 1168200 0.11419
## 262 2.6 1168400 0.11421
## 263 3.0 1168600 0.11423
## 264 3.6 1169400 0.11431
## 265 3.2 1169800 0.11435
## 266 3.2 1170000 0.11437
## 267 3.2 1170000 0.11437
## 268 2.6 1170200 0.11439
## 269 2.2 1171000 0.11447
## 270 2.2 1171400 0.11451
## 271 2.4 1171600 0.11453
## 272 2.4 1171800 0.11455
## 273 2.8 1172200 0.11458
## 274 3.0 1173000 0.11466
## 275 3.2 1173200 0.11468
## 276 4.2 1173800 0.11474
## 277 5.4 1174400 0.11480
## 278 6.2 1175000 0.11486
## 279 7.0 1175400 0.11490
## 280 8.6 1176200 0.11498
## 281 8.8 1176800 0.11503
## 282 9.0 1177000 0.11505
## 283 9.0 1178000 0.11515
## 284 9.2 1179000 0.11525
## 285 9.2 1179400 0.11529
## 286 11.6 1180000 0.11535
## 287 14.0 1180200 0.11537
## 288 16.2 1180600 0.11541
## 289 18.6 1181200 0.11546
## 290 21.0 1181600 0.11550
## 291 21.6 1182400 0.11558
## 292 22.4 1182600 0.11560
## 293 22.2 1183400 0.11568
## 294 24.6 1184200 0.11576
## 295 26.2 1184800 0.11582
## 296 25.8 1186600 0.11599
## 297 24.4 1188000 0.11613
## 298 24.4 1189600 0.11629
## 299 21.8 1191200 0.11644
## 300 19.0 1193400 0.11666
## 301 19.4 1195400 0.11685
## 302 20.0 1197000 0.11701
## 303 18.6 1198600 0.11717
## 304 15.8 1200400 0.11734
## 305 12.4 1202600 0.11756
## 306 7.4 1207000 0.11799
## 307 4.0 1211000 0.11838
## 308 0.6 1214800 0.11875
## 309 NA 1219000 0.11916
## 310 NA 1223600 0.11961
## 311 NA 1228600 0.12010
## 312 NA 1233400 0.12057
## 313 NA 1237000 0.12092
## 314 NA 1243600 0.12156
## 315 NA 1249800 0.12217
## 316 NA 1254400 0.12262
## 317 NA 1257800 0.12295
## 318 NA 1261400 0.12330
## 319 NA 1265400 0.12370
## 320 NA 1268800 0.12403
## 321 NA 1273800 0.12452
## 322 NA 1277800 0.12491
## 323 NA 1280000 0.12512
## 324 NA 1281200 0.12524
## 325 NA 1281200 0.12524
## 326 NA 1281200 0.12524