Florida COVID-19 Trajectory

Introduction

Public understanding of science is critical in times of crisis. The following analysis was conducted to examine the trajectory of COVID-19 in Florida. For phased reopening, the White House has set guidelines for local municipalities in their “Opening Up American Again” report. In the report, it is highly suggested that:

  1. Local areas show a downward trajectory in the number of positive cases as a percent of total tests over a two-week period, and
  2. Local hospitals have capacity to handle all patients without crisis care.

The analysis begins by looking at the number of new positive cases each day and the number of total tests performed each day. The figures are presented together because as there is more testing, there are likely to be more positive test results. Therefore, the proportion of positive cases is also calculated. Given either a flat or increasing number of tests performed, the proportion of positive cases is the key metric to be used when looking at epidemic trajectory. It is recommended that this proportion not exceed 5%.

Note: 5-day moving averages are used to smooth data.

Note: On 8/31 there was a one-time historical data submission of a large number of cases from a large laboratory. The number of cases for 8/31 in the current report excludes this historical data submission.

Note: a data dump of previously reported results prevented the reporting system from normal processing of lab results on October 9th, causing an inaccurate representation of data for October 9th and October 10th.

COVID-19 Test Counts and Proportions

Full Data

This is a table of the most recent data we have available. We include data sources at the end of the document.
Date Positive Negative Percent Total PropPositive
2020-06-07 1516 26419 5.40 27935 5.426884
2020-06-08 1812 30848 5.50 32660 5.548071
2020-06-09 1791 22038 7.50 23829 7.516052
2020-06-10 2298 29117 7.30 31415 7.314977
2020-06-11 2292 32271 6.60 34563 6.631369
2020-06-12 3479 36301 8.70 39780 8.745601
2020-06-13 2700 47699 5.40 50399 5.357249
2020-06-14 1765 31912 5.20 33677 5.240966
2020-06-15 2692 34570 7.20 37262 7.224518
2020-06-16 2410 21546 10.10 23956 10.060110
2020-06-17 2692 28047 8.80 30739 8.757604
2020-06-18 3301 30098 9.90 33399 9.883529
2020-06-19 4007 28701 12.30 32708 12.250825
2020-06-20 4636 34568 11.80 39204 11.825324
2020-06-21 2761 32917 7.70 35678 7.738663
2020-06-22 3829 32471 10.50 36300 10.548209
2020-06-23 5482 29171 15.80 34653 15.819698
2020-06-24 5019 50787 9.00 55806 8.993657
2020-06-25 8871 59318 13.00 68189 13.009430
2020-06-26 9571 65922 12.70 75493 12.677997
2020-06-27 8375 60687 12.10 69062 12.126785
2020-06-28 5380 34372 13.50 39752 13.533910
2020-06-29 6043 35396 14.60 41439 14.582881
2020-06-30 6569 36718 15.20 43287 15.175457
2020-07-01 9477 55469 14.60 64946 14.592123
2020-07-02 9406 53471 15.00 62877 14.959365
2020-07-03 11384 69066 14.20 80450 14.150404
2020-07-04 9920 56060 15.00 65980 15.034859
2020-07-05 6269 35582 15.00 41851 14.979331
2020-07-06 7301 37419 16.30 44720 16.326029
2020-07-07 9988 60054 14.30 70042 14.260015
2020-07-08 8935 39305 18.50 48240 18.521974
2020-07-09 11310 76800 12.80 88110 12.836227
2020-07-10 10333 70706 12.80 81039 12.750651
2020-07-11 15224 119183 11.30 134407 11.326791
2020-07-12 12257 93181 11.60 105438 11.624841
2020-07-13 9244 51854 15.10 61098 15.129791
2020-07-14 10039 63332 13.70 73371 13.682518
2020-07-15 13814 92184 13.00 105998 13.032321
2020-07-16 11245 83398 11.90 94643 11.881491
2020-07-17 10225 73407 12.20 83632 12.226181
2020-07-18 12458 92379 11.90 104837 11.883209
2020-07-19 10464 60065 14.80 70529 14.836450
2020-07-20 9317 58846 13.70 68163 13.668706
2020-07-21 9700 81862 10.60 91562 10.593915
2020-07-22 10165 72212 12.30 82377 12.339609
2020-07-23 12400 80448 13.40 92848 13.355161
2020-07-24 12117 93623 11.50 105740 11.459240
2020-07-25 9297 74551 11.10 83848 11.087921
2020-07-26 8856 68496 11.40 77352 11.448961
2020-07-27 9190 69160 11.70 78350 11.729419
2020-07-28 9392 67031 12.30 76423 12.289494
2020-07-29 9893 72233 12.00 82126 12.046124
2020-07-30 8943 75325 10.60 84268 10.612569
2020-07-31 9577 77005 11.10 86582 11.061191
2020-08-01 7123 69492 9.30 76615 9.297135
2020-08-02 4835 48166 9.10 53001 9.122469
2020-08-03 5413 43954 11.00 49367 10.964815
2020-08-04 5472 44578 10.90 50050 10.933067
2020-08-05 7651 83470 8.40 91121 8.396528
2020-08-06 7627 67924 10.10 75551 10.095168
2020-08-07 8480 76719 10.00 85199 9.953169
2020-08-08 6213 67083 8.50 73296 8.476588
2020-08-09 4198 44671 8.59 48869 8.590313
2020-08-10 5815 50731 10.28 56546 10.283663
2020-08-11 8138 60040 11.94 68178 11.936402
2020-08-12 6269 59575 9.52 65844 9.520989
2020-08-13 6165 70172 8.08 76337 8.076031
2020-08-14 6325 76089 7.67 82414 7.674667
2020-08-15 3848 45789 7.75 49637 7.752282
2020-08-16 2720 30447 8.20 33167 8.200923
2020-08-17 3888 45271 7.91 49159 7.909030
2020-08-18 4155 54753 7.05 58908 7.053371
2020-08-19 4552 62814 6.76 67366 6.757118
2020-08-20 4668 64041 6.79 68709 6.793870
2020-08-21 4332 83330 4.94 87662 4.941708
2020-08-22 3016 50337 5.65 53353 5.652915
2020-08-23 2059 37861 5.16 39920 5.157816
2020-08-24 2751 34022 7.48 36773 7.481032
2020-08-25 3272 54116 5.70 57388 5.701540
2020-08-26 3195 48271 6.21 51466 6.207982
2020-08-27 3687 62970 5.53 66657 5.531302
2020-08-28 3143 60938 4.90 64081 4.904730
2020-08-29 2640 50205 5.00 52845 4.995742
2020-08-30 1735 32543 5.06 34278 5.061555
2020-08-31 3645 59857 5.74 63502 5.739977
2020-09-01 2506 42113 5.62 44619 5.616441
2020-09-02 3602 54576 6.19 58178 6.191344
2020-09-03 3222 60299 5.07 63521 5.072338
2020-09-04 3705 58827 5.92 62532 5.924966
2020-09-05 2512 49091 4.87 51603 4.867934
2020-09-06 1880 39430 4.55 41310 4.550956
2020-09-07 1804 34850 4.92 36654 4.921700
2020-09-08 2325 36986 5.91 39311 5.914375
2020-09-09 2538 43819 5.47 46357 5.474901
2020-09-10 3661 63401 5.46 67062 5.459127
2020-09-11 3171 69079 4.39 72250 4.388927
2020-09-12 2385 54381 4.20 56766 4.201459
2020-09-13 1792 44789 3.85 46581 3.847062
2020-09-14 2663 60948 4.19 63611 4.186383
2020-09-15 2311 49762 4.44 52073 4.438001
2020-09-16 3278 70645 4.43 73923 4.434344
2020-09-17 3200 73811 4.16 77011 4.155251
2020-09-18 3563 75544 4.50 79107 4.504026
2020-09-19 2523 52404 4.59 54927 4.593369
2020-09-20 1667 37176 4.29 38843 4.291636
2020-09-21 2396 38600 5.84 40996 5.844473
2020-09-22 2593 46650 5.27 49243 5.265723
2020-09-23 2594 55987 4.43 58581 4.428057
2020-09-24 2812 63355 4.25 66167 4.249853
2020-09-25 2770 64173 4.14 66943 4.137849
2020-09-26 1842 43791 4.04 45633 4.036552
2020-09-27 809 18311 4.23 19120 4.231172
2020-09-28 3192 61589 4.93 64781 4.927371
2020-09-29 2050 39010 4.99 41060 4.992694
2020-09-30 2799 57579 4.64 60378 4.635795
2020-10-01 2669 68322 3.76 70991 3.759631
2020-10-02 2775 55796 4.74 58571 4.737839
2020-10-03 1859 47799 3.74 49658 3.743606
2020-10-04 1381 34135 3.89 35516 3.888388
2020-10-05 2271 40923 5.26 43194 5.257675
2020-10-06 2500 58447 4.10 60947 4.101925
2020-10-07 3262 68365 4.55 71627 4.554149
2020-10-08 2871 66971 4.11 69842 4.110707
2020-10-09 1778 20803 7.87 22581 7.873876
2020-10-10 3641 102470 3.43 106111 3.431313
2020-10-11 1564 35258 4.25 36822 4.247461
2020-10-12 2679 51126 4.98 53805 4.979091
2020-10-13 2836 49800 5.39 52636 5.387947
2020-10-14 3288 60335 5.17 63623 5.167942
2020-10-15 3381 74312 4.35 77693 4.351743
2020-10-16 3983 72872 5.18 76855 5.182487
2020-10-17 2464 50689 4.64 53153 4.635674
2020-10-18 1743 34199 4.85 35942 4.849480
2020-10-19 3580 54510 6.16 58090 6.162851
2020-10-20 2138 29640 6.73 31778 6.727925
2020-10-21 5430 91496 5.60 96926 5.602212
2020-10-22 3695 88633 4.00 92328 4.002036
2020-10-23 4390 115639 3.66 120029 3.657449
2020-10-24 2341 47667 4.68 50008 4.681251
2020-10-25 3323 52561 5.95 55884 5.946246
2020-10-26 4253 62975 6.33 67228 6.326233
2020-10-27 4036 70143 5.44 74179 5.440893
2020-10-28 4154 80527 4.91 84681 4.905469
2020-10-29 5408 86307 5.90 91715 5.896527
2020-10-30 2501 34410 6.78 36911 6.775758
2020-10-31 6494 105889 5.78 112383 5.778454
2020-11-01 2670 38665 6.46 41335 6.459417
2020-11-02 4563 55288 7.62 59851 7.623933
2020-11-03 4353 51677 7.77 56030 7.769052
2020-11-04 6135 91903 6.26 98038 6.257778
2020-11-05 5164 75595 6.39 80759 6.394334
2020-11-06 4365 48155 8.31 52520 8.311120
2020-11-07 6621 98193 6.32 104814 6.316904
2020-11-08 3834 43474 8.10 47308 8.104337
2020-11-09 4284 46907 8.37 51191 8.368659
2020-11-10 5686 66580 7.87 72266 7.868154
2020-11-11 5492 68988 7.37 74480 7.373792
2020-11-12 6752 77531 8.01 84283 8.011105
2020-11-13 4434 39824 10.02 44258 10.018528
2020-11-14 9890 119752 7.63 129642 7.628701
2020-11-15 4516 51544 8.06 56060 8.055655
2020-11-16 7312 76303 8.74 83615 8.744842
2020-11-17 7736 86223 8.23 93959 8.233378
2020-11-18 8953 108143 7.65 117096 7.645863
2020-11-19 8836 106146 7.68 114982 7.684681
2020-11-20 8178 111710 6.82 119888 6.821367
2020-11-21 6476 90231 6.70 96707 6.696516
2020-11-22 6080 79060 7.14 85140 7.141179
2020-11-23 8072 98522 7.57 106594 7.572659
2020-11-24 8093 104835 7.17 112928 7.166513
2020-11-25 10114 140287 6.72 150401 6.724689
2020-11-26 6619 99875 6.22 106494 6.215374
2020-11-27 6132 79069 7.20 85201 7.197099
2020-11-28 7157 83097 7.93 90254 7.929842
2020-11-29 6465 69144 8.55 75609 8.550569
2020-11-30 8608 88679 8.85 97287 8.848047
2020-12-01 9882 96909 9.25 106791 9.253589
2020-12-02 10630 117758 8.28 128388 8.279590
2020-12-03 9949 121395 7.57 131344 7.574765
2020-12-04 10202 128241 7.37 138443 7.369098
2020-12-05 8204 95145 7.94 103349 7.938151
2020-12-06 7523 89484 7.76 97007 7.755110
2020-12-07 7818 89263 8.05 97081 8.053069
2020-12-08 9377 97877 8.74 107254 8.742797
2020-12-09 11235 125549 8.21 136784 8.213680
2020-12-10 11350 130706 7.99 142056 7.989807
2020-12-11 10402 119879 7.98 130281 7.984280
2020-12-12 8845 102006 7.98 110851 7.979179
2020-12-13 8308 89362 8.51 97670 8.506194
2020-12-14 9420 86445 9.83 95865 9.826318
2020-12-15 11319 108342 9.46 119661 9.459222
2020-12-16 12924 133453 8.83 146377 8.829256
2020-12-17 12960 133601 8.84 146561 8.842734
2020-12-18 11440 123899 8.45 135339 8.452848
2020-12-19 8194 93709 8.04 101903 8.040980
2020-12-20 10727 114260 8.58 124987 8.582493
2020-12-21 10221 104480 8.91 114701 8.910995
2020-12-22 11117 114792 8.83 125909 8.829393
2020-12-23 12868 148319 7.98 161187 7.983274
2020-12-24 10663 122848 7.99 133511 7.986608
2020-12-25 5957 67577 8.10 73534 8.101014
2020-12-26 7064 64784 9.83 71848 9.831867
2020-12-27 8027 62719 11.35 70746 11.346224
2020-12-28 11890 38984 23.37 50874 23.371467
2020-12-29 13448 136883 8.95 150331 8.945593
2020-12-30 16560 123198 11.85 139758 11.849053
2020-12-31 21012 163478 11.39 184490 11.389235
2021-01-01 9702 85035 10.24 94737 10.240983
2021-01-02 10404 71035 12.78 81439 12.775206
2021-01-03 11200 76031 12.84 87231 12.839472
2021-01-04 15126 101097 13.01 116223 13.014636
2021-01-05 17325 117901 12.81 135226 12.811885
2021-01-06 19387 145309 11.77 164696 11.771385
2021-01-07 19085 145845 11.57 164930 11.571576
2021-01-08 15012 122857 10.89 137869 10.888597
2021-01-09 12260 103386 10.60 115646 10.601318
2021-01-10 11585 95715 10.80 107300 10.796831
2021-01-11 14582 120160 10.82 134742 10.822164
2021-01-12 13656 118360 10.34 132016 10.344201
2021-01-13 13415 140110 8.74 153525 8.737991
2021-01-14 16541 143874 10.31 160415 10.311380
2021-01-15 11933 126128 8.64 138061 8.643281
2021-01-16 10801 105680 9.27 116481 9.272757
2021-01-17 7830 76251 9.31 84081 9.312449
2021-01-18 9641 95826 9.14 105467 9.141248
2021-01-19 11549 94900 10.85 106449 10.849327
2021-01-20 12663 133436 8.67 146099 8.667411
2021-01-21 13404 93685 12.52 107089 12.516692
2021-01-22 12099 171338 6.60 183437 6.595725
2021-01-23 9409 102790 8.39 112199 8.385993
2021-01-24 8569 79776 9.70 88345 9.699474
2021-01-25 9422 92013 9.29 101435 9.288707
2021-01-26 8253 71707 10.32 79960 10.321411
2021-01-27 11308 133881 7.79 145189 7.788469
2021-01-28 10877 63561 14.61 74438 14.612160
2021-01-29 14715 205438 6.68 220153 6.683988
2021-01-30 7681 128939 5.62 136620 5.622164
2021-01-31 5609 60143 8.53 65752 8.530539
2021-02-01 10316 112250 8.42 122566 8.416690
2021-02-02 6762 79365 7.85 86127 7.851197
2021-02-03 7516 77973 8.79 85489 8.791774
2021-02-04 10742 175183 5.78 185925 5.777598
2021-02-05 7355 109772 6.28 117127 6.279509
2021-02-06 6644 89965 6.88 96609 6.877206
2021-02-07 5569 69697 7.40 75266 7.399091
2021-02-08 7029 93265 7.01 100294 7.008395
2021-02-09 7426 104232 6.65 111658 6.650665
2021-02-10 8270 124834 6.21 133104 6.213187
2021-02-11 7473 112179 6.25 119652 6.245612
2021-02-12 7067 106731 6.21 113798 6.210127
2021-02-13 5646 76540 6.87 82186 6.869783
2021-02-14 3767 50993 6.88 54760 6.879109
2021-02-15 6668 93417 6.66 100085 6.662337
2021-02-16 7205 104389 6.46 111594 6.456440
2021-02-17 5040 73431 6.42 78471 6.422755
2021-02-18 6611 105923 5.87 112534 5.874669
2021-02-19 7103 116166 5.76 123269 5.762195
2021-02-20 12:00 AM 4922 72701 6.34 77623 6.340904
2021-02-21 12:00 AM 4102 55177 6.92 59279 6.919820
2021-02-22 12:00 AM 5558 79390 6.54 84948 6.542826
2021-02-23 12:00 AM 7043 109916 6.02 116959 6.021768
2021-02-24 12:00 AM 6536 117975 5.25 124511 5.249335
2021-02-25 12:00 AM 5913 107723 5.20 113636 5.203457
2021-02-26 12:00 AM 5439 91046 5.64 96485 5.637146
2021-02-27 12:00 AM 5415 78153 6.48 83568 6.479753
2021-02-28 12:00 AM 1802 26655 6.33 28457 6.332361
2021-03-01 12:00 AM 7018 115711 5.72 122729 5.718290
2021-03-02 12:00 AM 5223 75123 6.50 80346 6.500635
2021-03-03 12:00 AM 6096 107070 5.39 113166 5.386777
2021-03-04 12:00 AM 5932 109042 5.16 114974 5.159427
2021-03-05 12:00 AM 4633 89895 4.90 94528 4.901193
2021-03-06 12:00 AM 4070 65017 5.89 69087 5.891123
2021-03-07 12:00 AM 3366 54362 5.83 57728 5.830793
2021-03-08 12:00 AM 4406 71316 5.82 75722 5.818652
2021-03-09 12:00 AM 4811 88004 5.18 92815 5.183429
2021-03-10 12:00 AM 5015 95242 5.00 100257 5.002144
2021-03-11 12:00 AM 5049 99261 4.84 104310 4.840380
2021-03-12 12:00 AM 5152 94024 5.19 99176 5.194805
2021-03-13 3803 61973 5.78 65776 5.781744
2021-03-14 2873 43357 6.21 46230 6.214579
2021-03-15 4637 75236 5.81 79873 5.805466
2021-03-16 4675 79196 5.57 83871 5.574036
2021-03-17 5997 101572 5.58 107569 5.575026
2021-03-18 5076 95506 5.05 100582 5.046629
2021-03-19 4943 87524 5.35 92467 5.345691
2021-03-20 3962 59067 6.29 63029 6.285995
2021-03-21 2961 40801 6.77 43762 6.766144
2021-03-22 5282 75522 6.54 80804 6.536805
2021-03-23 5150 80118 6.04 85268 6.039780
2021-03-24 5811 96983 5.65 102794 5.653054
2021-03-25 5809 94395 5.80 100204 5.797174
2021-03-26 5667 84126 6.31 89793 6.311182
2021-03-27 12:00 AM 4829 65516 6.86 70345 6.864738
2021-03-28 12:00 AM 3578 43231 7.64 46809 7.643829
2021-03-29 12:00 AM 5106 74526 6.41 79632 6.411995
2021-03-30 12:00 AM 4941 71364 6.48 76305 6.475329
2021-03-31 12:00 AM 6873 99027 6.49 105900 6.490085
2021-04-01 12:00 AM 6314 96735 6.13 103049 6.127182
2021-04-02 12:00 AM 5828 86108 6.34 91936 6.339193
2021-04-03 4786 62723 7.09 67509 7.089425
2021-04-04 3531 44192 7.40 47723 7.398948
2021-04-05 5433 72516 6.97 77949 6.969942
2021-04-06 5771 76352 7.03 82123 7.027264
2021-04-07 7716 102959 6.97 110675 6.971764
2021-04-08 6971 99430 6.55 106401 6.551630
2021-04-09 6748 90337 6.95 97085 6.950610
2021-04-10 5521 65771 7.74 71292 7.744207
2021-04-11 1647 18787 8.06 20434 8.060096
2021-04-12 9059 101001 8.23 110060 8.230965
2021-04-13 6681 82398 7.50 89079 7.500084
2021-04-14 6727 93436 6.72 100163 6.716053
2021-04-15 7250 98033 6.89 105283 6.886202
2021-04-16 6325 84942 6.93 91267 6.930216
2021-04-17 6082 66924 8.33 73006 8.330822
2021-04-18 4285 49199 8.01 53484 8.011742
2021-04-19 5621 75516 6.93 81137 6.927789
2021-04-20 5542 82366 6.30 87908 6.304318
2021-04-21 6610 99271 6.24 105881 6.242858
2021-04-22 4875 77116 5.95 81991 5.945774
2021-04-23 7286 109015 6.26 116301 6.264779
2021-04-24 4686 63266 6.90 67952 6.896044
2021-04-25 3591 45606 7.30 49197 7.299226
2021-04-26 5238 70110 6.95 75348 6.951744
2021-04-27 5107 83403 5.77 88510 5.769970
2021-04-28 5654 92854 5.74 98508 5.739635
2021-04-29 5271 87811 5.66 93082 5.662749
2021-04-30 5372 89182 5.68 94554 5.681410
2021-05-01 3883 62060 5.89 65943 5.888419
2021-05-02 3131 47622 6.17 50753 6.169093
2021-05-03 3665 56050 6.14 59715 6.137486
2021-05-04 4374 80554 5.15 84928 5.150245
2021-05-05 4591 87265 5.00 91856 4.998040
2021-05-06 4276 86566 4.71 90842 4.707074
2021-05-07 3936 80615 4.66 84551 4.655178
2021-05-08 3175 56377 5.33 59552 5.331475
2021-05-09 2270 43326 4.98 45596 4.978507
2021-05-10 3245 61762 4.99 65007 4.991770
2021-05-11 3151 66499 4.52 69650 4.524049
2021-05-12 4011 87305 4.39 91316 4.392439
2021-05-13 3545 81985 4.14 85530 4.144744
2021-05-14 3263 70818 4.40 74081 4.404638
2021-05-15 2420 53415 4.33 55835 4.334199
2021-05-16 1972 42850 4.40 44822 4.399625
2021-05-17 2766 58206 4.54 60972 4.536509
2021-05-18 2850 65577 4.17 68427 4.165023
2021-05-19 2870 70571 3.91 73441 3.907899
2021-05-20 2327 48953 4.54 51280 4.537832
2021-05-21 3344 90921 3.55 94265 3.547446


The data above show for each day since June 8th, 2020: the number of positive COVID-19 tests, the number of negative COVID-19 tests, and the proportion of positive COVID-19 tests to total COVID-19 tests.

Total COVID-19 Tests by Day

We see the following pattern for the count of total tests over the past two months (shown on a log scale):

The average number of COVID-19 tests performed each day increased from under 35,000 in early June, 2020 to over 125,000 during the month of December, 2020. Subsequently, there has been a decrease in testing.

Over the past two weeks there was a decrease of -1128.9 fewer tests performed each day.

Positive COVID-19 Tests by Day

We see the following pattern for the count of positive tests since June 2020:

Over the past two weeks, there has been an average decrease of -100 additional cases reported each day.

Positive COVID-19 Tests within the Past Two Weeks

In addition to the overall trend of positive COVID-19 tests shown above, we also show an enhanced view of the last two weeks, depicting a decrease in positive cases during this period of time.

Proportion of Positive Cases within Past Two Weeks

During the 14-day period from 07 May to 21 May, 2021, there was a slight decrease in the proportion of positive COVID-19 cases reported in Florida. During this time, there was an average decrease of -0.068% per day for new positive cases.

Proportion of Positive COVID-19 Tests by Day

These are the proportions of positive COVID-19 tests for the since the second week of June:

Overall, the proportion of positive test results out of all tests increased significantly from approximately 5% in early June, 2020 to a peak of 18% on July 8th, 2020. Recently there has been a decrease in case positivity for the State of Florida. This number is function of test availability and the population being tested.

Hospitalization Data

Full Data

Date TotalBeds AvailableBeds HospitalCapacity Hospitalized ICU Ventilated AdmitPrevDay DischPrevDay DeltaAdmit
2020-04-02 68679 NA NA 1293 574 419 NA NA NA
2020-04-03 68679 NA NA 1413 588 470 516 160 356
2020-04-04 68679 NA NA 1551 604 499 466 272 194
2020-04-05 68679 NA NA 1766 658 529 461 184 277
2020-04-06 68679 NA NA 1756 684 559 403 203 200
2020-04-07 68679 NA NA 1945 734 583 463 257 206
2020-04-08 68679 NA NA 1938 754 580 484 253 231
2020-04-09 68679 NA NA 2015 787 607 574 263 311
2020-04-10 68735 35076 0.5103077 2016 832 583 577 307 270
2020-04-10 68735 NA NA 1998 838 590 556 282 274
2020-04-11 68735 NA NA 1999 806 584 547 303 244
2020-04-12 68735 NA NA 2092 831 603 461 298 163
2020-04-12 68735 NA NA 2099 826 575 424 296 128
2020-04-13 68735 NA NA 2099 797 548 459 271 188
2020-04-13 68735 NA NA 2219 828 582 471 281 190
2020-04-14 68735 24826 0.3611843 2090 770 551 486 260 226
2020-04-14 68735 24974 0.3633375 2119 800 547 585 310 275
2020-04-15 68735 24109 0.3507529 2140 815 548 613 399 214
2020-04-16 68735 24241 0.3526733 2179 791 564 568 350 218
2020-04-16 68735 25012 0.3638903 2157 773 556 504 325 179
2020-04-17 68735 24280 0.3532407 2128 748 592 507 318 189
2020-04-17 68735 25571 0.3720230 2194 809 587 434 290 144
2020-04-18 68735 24839 0.3613734 2079 744 626 468 424 44
2020-04-18 68735 26035 0.3787736 2138 759 583 447 330 117
2020-04-19 68735 24725 0.3597148 2194 747 593 472 283 189
2020-04-20 68735 24124 0.3509711 2222 736 505 545 223 322
2020-04-21 68735 23775 0.3458936 2194 699 467 490 281 209
2020-04-22 68735 23163 0.3369899 2178 687 468 445 316 129
2020-04-22 68735 23984 0.3489343 2143 680 462 442 301 141
2020-04-23 68735 23757 0.3456318 2134 675 440 408 247 161
2020-04-23 68735 24739 0.3599185 2138 659 438 396 261 135
2020-04-24 68735 22209 0.3231105 2117 633 447 384 264 120
2020-04-25 68735 22818 0.3319706 2043 662 446 325 223 102
2020-04-25 68735 22853 0.3324798 2078 682 434 328 224 104
2020-04-26 68735 23089 0.3359133 2171 649 400 392 205 187
2020-04-26 68735 23032 0.3350840 2165 658 398 356 199 157
2020-04-27 68735 22979 0.3343129 2112 611 392 341 143 198
2020-04-27 68735 22999 0.3346039 2101 607 384 330 145 185
2020-04-28 68735 22131 0.3219757 2129 644 382 328 302 26
2020-04-28 68735 22051 0.3208118 2141 641 378 343 308 35
2020-04-29 68735 21425 0.3117044 2129 647 366 353 204 149
2020-04-29 68735 21424 0.3116898 2126 640 367 358 202 156
2020-04-30 68735 21227 0.3088237 2083 587 365 338 227 111
2020-04-30 68735 21289 0.3097258 2091 592 366 342 238 104
2020-05-01 68712 22028 0.3205845 2104 591 356 441 264 177
2020-05-01 68712 22042 0.3207882 2102 579 356 436 267 169
2020-05-02 68668 22009 0.3205132 2091 573 355 326 286 40
2020-05-03 68668 22502 0.3276927 2111 583 337 287 287 0
2020-05-03 68668 22459 0.3270665 2113 600 340 298 278 20
2020-05-04 68668 21614 0.3147609 2075 562 330 277 209 68
2020-05-04 68668 21670 0.3155764 2093 566 333 251 217 34
2020-05-05 68668 20104 0.2927710 2026 540 297 341 292 49
2020-05-05 68668 20059 0.2921157 2058 569 294 364 304 60
2020-05-06 68668 19463 0.2834362 1987 501 285 363 272 91
2020-05-06 68668 19577 0.2850964 1988 499 283 377 273 104
2020-05-07 68668 19191 0.2794752 2008 500 269 393 244 149
2020-05-07 68668 19326 0.2814411 1998 497 269 393 240 153
2020-05-08 68668 19686 0.2866838 1964 469 263 338 280 58
2020-05-09 68739 20297 0.2952763 2089 478 260 330 342 -12
2020-05-09 68739 20254 0.2946508 1918 480 261 333 335 -2
2020-05-10 68739 20925 0.3044123 2000 474 265 331 241 90
2020-05-10 68739 21048 0.3062017 2001 466 264 312 246 66
2020-05-11 68739 20885 0.3038304 2070 458 251 300 173 127
2020-05-11 68739 20899 0.3040341 2061 454 281 301 167 134
2020-05-12 68739 18806 0.2735856 2118 501 279 386 208 178
2020-05-12 68739 18785 0.2732801 2021 458 256 385 209 176
2020-05-13 68739 17881 0.2601289 2025 455 224 367 263 104
2020-05-13 68739 17763 0.2584123 2084 465 230 364 249 115
2020-05-14 68739 17627 0.2564338 2147 475 235 394 252 142
2020-05-14 68739 17623 0.2563756 2143 471 234 391 256 135
2020-05-15 68739 17861 0.2598379 2176 460 230 356 220 136
2020-05-15 68739 17857 0.2597797 2167 458 226 357 220 137
2020-05-16 68739 18499 0.2691194 2177 464 234 336 331 5
2020-05-16 68739 18539 0.2697013 2194 471 238 353 334 19
2020-05-18 68739 19005 0.2764806 2241 474 243 236 143 93
2020-05-19 68739 17070 0.2483306 2189 466 222 355 197 158
2020-05-23 68739 16852 0.2451592 2198 464 234 342 338 4
2020-05-26 68739 18689 0.2718835 2267 470 239 295 241 54
2020-05-27 68739 16710 0.2430934 2225 451 231 323 224 99
2020-05-28 68739 16117 0.2344666 2178 467 224 309 313 -4
2020-05-29 68739 16516 0.2402712 2124 434 222 273 259 14
2020-05-31 68739 18360 0.2670973 2163 456 218 293 208 85
2020-06-01 68739 17914 0.2606090 2041 411 229 237 206 31
2020-06-02 68701 16679 0.2427767 2075 420 213 333 251 82
2020-06-03 68695 16416 0.2389694 2108 450 238 318 272 46
2020-06-04 68695 16547 0.2408763 1976 430 260 300 282 18
2020-06-05 68719 16758 0.2438627 2048 435 219 303 258 45
2020-06-08 68719 18483 0.2689649 2134 475 228 298 122 176
2020-06-10 68721 16220 0.2360268 2142 450 241 268 226 42
2020-06-11 68721 15288 0.2224647 2169 445 230 295 230 65
2020-06-12 68745 15562 0.2263728 2181 442 235 286 255 31
2020-06-12 68745 15660 0.2277984 2178 446 234 281 241 40
2020-06-15 68745 17304 0.2517129 2361 484 256 310 165 145
2020-06-16 68745 15545 0.2261255 2423 513 259 377 280 97
2020-06-17 68745 15152 0.2204088 2547 545 259 345 306 39
2020-06-18 68733 14780 0.2150350 2602 570 272 361 465 -104
2020-06-19 68745 15031 0.2186486 2759 597 280 417 348 69
2020-06-20 68745 16244 0.2362935 2812 610 296 416 327 89
2020-06-23 68745 15059 0.2190559 3336 673 301 541 394 147
2020-06-24 68745 14419 0.2097462 3557 743 337 558 449 109
2020-06-25 68745 14192 0.2064441 3671 764 315 629 477 152
2020-06-26 68745 14221 0.2068660 3880 825 347 693 545 148
2020-06-27 68745 15115 0.2198705 4094 870 359 673 587 86
2020-06-27 68745 15044 0.2188377 4088 879 366 688 590 98
2020-06-28 NA NA NA NA NA NA NA NA NA
2020-06-29 NA NA NA NA NA NA NA NA NA
2020-06-30 68745 13546 0.1970471 5125 1139 466 786 544 242
2020-07-01 NA NA NA NA NA NA NA NA NA
2020-07-02 NA NA NA NA NA NA NA NA NA
2020-07-03 NA NA NA NA NA NA NA NA NA
2020-07-05 68746 15209 0.2212347 6549 1368 654 842 660 182
2020-07-06 68741 14373 0.2090892 7042 1441 710 980 672 308
2020-07-08 68741 11916 0.1733463 7503 1555 771 1073 1066 7
2020-07-09 68741 11813 0.1718480 7762 1600 838 1056 970 86
2020-07-10 68821 12070 0.1753825 8077 1686 864 988 1037 -49
2020-07-12 68821 14076 0.2045306 8586 1817 968 1007 915 92
2020-07-13 68821 13754 0.1998518 9199 1927 1022 1149 805 344
2020-07-14 68827 12930 0.1878623 9310 1957 1049 1171 1005 166
2020-07-15 68832 12549 0.1823135 9427 1963 1098 1114 1160 -46
2020-07-16 68832 13011 0.1890255 9612 2004 1148 1125 1128 -3
2020-07-17 68832 13189 0.1916115 9562 2020 1175 1138 1156 -18
2020-07-19 68871 14907 0.2164481 9892 2117 1238 956 925 31
2020-07-21 68871 13413 0.1947554 10080 2159 1265 1090 1118 -28
2020-07-22 68871 12999 0.1887442 10114 2174 1289 1057 1222 -165
2020-07-23 68871 13122 0.1905301 10174 2146 1293 961 1237 -276
2020-07-24 68871 13360 0.1939859 9918 2146 1316 958 1181 -223
2020-07-25 68947 14073 0.2041133 9653 2180 1319 920 1150 -230
2020-07-26 68947 14838 0.2152088 9539 2170 1332 789 930 -141
2020-07-27 68947 14677 0.2128737 9715 2164 1316 833 792 41
2020-07-28 68961 13283 0.1926161 9595 2213 1345 834 1079 -245
2020-07-29 68985 12947 0.1876785 9293 2183 1319 882 1204 -322
2020-07-30 68985 13027 0.1888382 9045 2146 1287 864 1206 -342
2020-08-01 68985 14805 0.2146119 8598 2072 1280 803 1097 -294
2020-08-02 68985 15460 0.2241067 8625 2034 1258 684 789 -105
2020-08-03 68985 15232 0.2208016 8653 1996 1274 659 671 -12
2020-08-04 69015 20479 0.2967326 8377 2010 1312 796 890 -94
2020-08-06 69004 13553 0.1964089 7973 1921 1262 721 1009 -288
2020-08-07 69004 13832 0.2004521 7785 1862 1222 717 951 -234
2020-08-08 69004 14918 0.2161904 7496 1835 1195 683 1007 -324
2020-08-09 69004 15713 0.2277114 7429 1809 1209 584 673 -89
2020-08-10 69004 15378 0.2228566 7479 1787 1189 621 644 -23
2020-08-11 69004 14173 0.2053939 7324 1771 1155 664 838 -174
2020-08-12 69004 13827 0.2003797 7136 1739 1127 653 878 -225
2020-08-13 69004 14072 0.2039302 6869 1683 1082 587 799 -212
2020-08-14 69004 14189 0.2056258 6582 1629 1057 602 844 -242
2020-08-16 69004 16121 0.2336241 6234 1563 1021 446 561 -115
2020-08-17 69004 16015 0.2320880 6194 1511 1022 450 512 -62
2020-08-18 69004 14772 0.2140745 6044 1482 966 535 678 -143
2020-08-19 69004 13875 0.2010753 5948 1555 975 568 755 -187
2020-08-20 69004 13966 0.2023941 5930 1673 930 494 720 -226
2020-08-21 69002 14425 0.2090519 5473 1322 900 507 694 -187
2020-08-22 69002 15421 0.2234863 5177 1281 831 500 706 -206
2020-08-23 69002 16222 0.2350946 5063 1282 822 429 509 -80
2020-08-24 69002 15931 0.2308774 5124 1242 810 420 444 -24
2020-08-25 69002 14718 0.2132982 4988 1237 788 439 616 -177
2020-08-26 69030 14312 0.2073301 4887 1198 770 421 560 -139
2020-08-27 69030 14538 0.2106041 4740 1119 757 439 570 -131
2020-08-28 69030 14839 0.2149645 4450 1069 724 377 613 -236
2020-08-29 69030 15923 0.2306678 4238 1050 686 392 587 -195
2020-08-30 69030 16426 0.2379545 4229 1053 677 321 433 -112
2020-08-31 69030 16526 0.2394032 4156 1018 667 335 362 -27
2020-09-01 68995 15215 0.2205232 4031 969 632 365 499 -134
2020-09-02 68963 14867 0.2155794 3996 946 627 395 539 -144
2020-09-03 68963 14837 0.2151444 3853 928 604 350 497 -147
2020-09-04 68963 15203 0.2204515 3725 890 577 386 489 -103
2020-09-05 68963 16352 0.2371127 3589 845 551 346 484 -138
2020-09-06 68963 17525 0.2541218 3507 841 540 265 360 -95
2020-09-07 68963 17557 0.2545858 3501 816 525 244 299 -55
2020-09-08 68963 17138 0.2485101 3492 792 503 292 347 -55
2020-09-09 68963 15702 0.2276873 3400 799 510 310 405 -95
2020-09-11 68963 15142 0.2195670 3138 772 482 279 466 -187
2020-09-12 68963 15887 0.2303699 2997 759 462 315 431 -116
2020-09-13 68963 17191 0.2492786 2928 761 458 250 311 -61
2020-09-15 68963 15419 0.2235837 2860 742 455 265 370 -105
2020-09-16 68963 14786 0.2144048 2771 716 438 283 406 -123
2020-09-17 68963 14683 0.2129113 2705 673 421 289 385 -96
2020-09-18 68963 14954 0.2168409 2683 699 413 305 338 -33
2020-09-19 68963 15449 0.2240187 2544 686 406 290 363 -73
2020-09-20 68963 16524 0.2396067 2558 671 411 250 300 -50
2020-09-21 68963 16596 0.2406508 2532 663 411 228 211 17
2020-09-22 68975 15320 0.2221095 2578 654 391 289 292 -3
2020-09-23 68975 14907 0.2161218 2502 645 382 215 363 -148
2020-09-24 68975 14800 0.2145705 2424 613 379 250 331 -81
2020-09-25 68975 14622 0.2119899 2367 614 355 242 343 -101
2020-09-25 68975 16592 0.2405509 2347 612 342 248 330 -82
2020-09-27 68975 17259 0.2502211 2334 625 344 250 251 -1
2020-09-29 68975 15229 0.2207901 2408 608 327 260 264 -4
2020-10-02 68975 15008 0.2175861 2297 600 326 243 309 -66
2020-10-05 68975 16810 0.2437115 2296 585 323 232 234 -2
2020-10-06 68975 15139 0.2194853 2347 583 313 296 284 12
2020-10-08 68975 13710 0.1987677 2359 586 326 312 313 -1
2020-10-09 68975 14253 0.2066401 2365 571 313 249 324 -75
2020-10-10 68975 15198 0.2203407 2332 547 294 264 338 -74
2020-10-12 68975 16253 0.2356361 2384 565 310 243 218 25
2020-10-14 68975 14460 0.2096412 2395 548 292 244 315 -71
2020-10-16 68975 15124 0.2192679 2314 532 270 262 349 -87
2020-10-17 68975 16031 0.2324175 2267 548 301 255 363 -108
2020-10-18 68975 17138 0.2484668 2213 535 276 255 301 -46
2020-10-19 68975 17106 0.2480029 2248 548 273 238 271 -33
2020-10-20 68975 15068 0.2184560 2247 523 271 276 304 -28
2020-10-22 68975 14568 0.2112070 2327 507 275 266 342 -76
2020-10-23 68987 14755 0.2138809 2330 509 269 282 345 -63
2020-10-24 68987 15864 0.2299564 2408 516 277 347 338 9
2020-10-25 68987 16733 0.2425529 2459 535 285 289 276 13
2020-10-26 68987 16338 0.2368272 2498 567 297 270 301 -31
2020-10-27 68962 14962 0.2169601 2560 578 306 295 331 -36
2020-10-28 68962 14409 0.2089412 2568 566 302 297 360 -63
2020-10-29 68962 14460 0.2096807 2567 606 307 311 356 -45
2020-10-30 68962 14698 0.2131319 2574 595 311 331 NA NA
2020-10-31 68962 15836 0.2296337 2540 588 299 292 NA NA
2020-11-01 68962 17112 0.2481367 2549 570 307 311 NA NA
2020-11-02 68962 16725 0.2425249 2707 603 309 269 NA NA
2020-11-04 68940 15348 0.2226284 2739 597 303 331 445 -114
2020-11-05 68940 15145 0.2196838 2774 589 305 376 366 10
2020-11-06 68940 15605 0.2263563 2780 594 324 387 427 -40
2020-11-07 68940 15683 0.2274877 2811 615 316 429 411 18
2020-11-08 68940 16458 0.2387293 2942 640 314 378 303 75
2020-11-09 68940 16235 0.2354946 3067 664 326 360 276 84
2020-11-10 68940 14662 0.2126777 3221 721 344 439 397 42
2020-11-11 68940 13794 0.2000870 3271 744 349 433 478 -45
2020-11-12 68940 13836 0.2006963 3286 721 354 457 464 -7
2020-11-13 68940 13779 0.1998695 3369 722 348 469 447 22
2020-11-14 68940 15890 0.2304903 3377 735 331 455 499 -44
2020-11-15 68940 16067 0.2330577 3348 752 356 383 428 -45
2020-11-17 69009 14359 0.2080743 3606 803 359 545 475 70
2020-11-18 69009 14012 0.2030460 3579 770 353 473 552 -79
2020-11-19 69009 13929 0.2018432 3622 799 370 484 506 -22
2020-11-20 69009 14139 0.2048863 3696 799 359 529 565 -36
2020-11-21 69009 14891 0.2157834 3649 790 383 471 487 -16
2020-11-22 69009 16288 0.2360272 3834 827 392 476 399 77
2020-11-23 69009 16158 0.2341434 3971 840 398 495 377 118
2020-11-24 69019 15052 0.2180849 4060 864 420 536 550 -14
2020-11-25 68919 15221 0.2208535 4044 904 455 531 609 -78
2020-11-26 68919 17259 0.2504244 3995 870 461 529 602 -73
2020-11-27 68919 18092 0.2625111 4020 886 463 471 497 -26
2020-11-28 68919 17943 0.2603491 4134 902 467 588 491 97
2020-11-29 68919 17338 0.2515707 4340 924 468 581 463 118
2020-11-30 68919 16410 0.2381056 4432 951 451 482 446 36
2020-12-01 68919 14671 0.2128731 4555 944 474 627 611 16
2020-12-02 68919 13761 0.1996692 4532 979 464 578 619 -41
2020-12-03 68929 13505 0.1959262 4614 1019 461 607 640 -33
2020-12-04 68929 13868 0.2011925 4640 930 457 663 665 -2
2020-12-05 68951 14800 0.2146452 4627 934 473 682 705 -23
2020-12-06 68951 15674 0.2273209 4661 954 486 597 571 26
2020-12-07 68951 15081 0.2187205 4757 960 482 557 493 64
2020-12-08 68951 13589 0.1970820 4792 965 490 662 597 65
2020-12-09 68951 13371 0.1939203 4873 998 502 675 661 14
2020-12-10 68951 13185 0.1912228 4759 972 496 667 734 -67
2020-12-11 68951 13480 0.1955012 4931 981 485 716 692 24
2020-12-12 68951 14278 0.2070746 4818 963 484 707 754 -47
2020-12-13 68951 14770 0.2142101 4985 996 502 668 575 93
2020-12-14 68951 14786 0.2144421 5193 1026 503 693 503 190
2020-12-15 68951 12874 0.1867123 5413 1035 518 775 715 60
2020-12-16 68951 12033 0.1745152 5461 1066 554 780 745 35
2020-12-18 68965 12580 0.1824114 5550 1100 558 761 797 -36
2020-12-19 68965 13686 0.1984485 5469 1096 574 658 792 -134
2020-12-20 68965 14759 0.2140071 5547 1113 582 697 666 31
2020-12-21 68965 14222 0.2062205 5843 1136 627 747 606 141
2020-12-22 68965 13873 0.2011600 5940 1182 645 847 788 59
2020-12-23 68965 14136 0.2049735 5920 1199 647 773 928 -155
2020-12-24 69017 15265 0.2211774 5990 1183 654 784 820 -36
2020-12-25 69017 18295 0.2650796 5814 1179 650 716 888 -172
2020-12-26 69017 18494 0.2679630 5982 1226 684 717 625 92
2020-12-27 69017 16918 0.2451280 6712 1260 692 858 682 176
2020-12-28 69017 16006 0.2319139 6468 1322 699 827 696 131
2020-12-29 69017 13974 0.2024719 6651 1387 744 1001 926 75
2020-12-30 69017 13103 0.1898518 6747 1342 735 1056 954 102
2020-12-31 69049 13518 0.1957740 6816 1320 779 1039 1061 -22
2021-01-01 69049 15043 0.2178598 6911 1355 723 1026 1060 -34
2021-01-02 69049 15644 0.2265637 7155 1362 736 979 885 94
2021-01-03 69049 15076 0.2183377 7457 1403 741 983 796 187
2021-01-04 69049 14259 0.2065055 7689 1417 824 967 713 254
2021-01-05 69049 12847 0.1860563 7897 1479 770 1147 1033 114
2021-01-06 69093 12413 0.1796564 7810 1452 788 1063 1168 -105
2021-01-07 69093 12037 0.1742145 7879 1486 782 1078 1209 -131
2021-01-08 69093 12086 0.1749237 7935 1509 798 1214 1183 31
2021-01-09 69093 12789 0.1850983 7988 1526 836 1053 1112 -59
2021-01-10 69093 13788 0.1995571 8028 1565 842 1006 977 29
2021-01-11 69093 13721 0.1985874 8195 1617 891 969 846 123
2021-01-14 69093 11966 0.1731869 8145 1606 883 1061 1133 -72
2021-01-19 69117 12714 0.1839490 7845 1546 853 958 1099 -141
2021-01-20 69128 12369 0.1789289 7592 1488 841 964 1221 -257
2021-01-21 69128 11863 0.1716092 7526 1490 850 1027 1175 -148
2021-01-22 69128 11798 0.1706689 7433 1505 853 1032 1100 -68
2021-01-23 69128 12286 0.1777283 7287 1490 845 989 1150 -161
2021-01-24 69188 13597 0.1965225 7226 1490 850 846 885 -39
2021-01-25 69188 13299 0.1922154 7407 1507 859 820 739 81
2021-01-26 69188 12062 0.1743366 7316 1487 868 912 1010 -98
2021-01-28 69217 11837 0.1710129 7091 1434 852 955 1067 -112
2021-01-29 69188 12173 0.1759409 6883 1424 855 878 1143 -265
2021-01-30 69188 13604 0.1966237 6629 1401 843 837 1233 -396
2021-01-31 69188 14533 0.2100509 6551 1376 833 756 822 -66
2021-02-02 69188 12988 0.1877204 6488 1396 813 855 954 -99
2021-02-03 69188 12482 0.1804070 6323 1357 801 833 1024 -191
2021-02-04 69188 12879 0.1861450 6056 1302 765 751 1009 -258
2021-02-05 69188 13021 0.1881974 5854 1258 758 793 941 -148
2021-02-06 69188 13534 0.1956120 5790 1226 732 838 954 -116
2021-02-07 69188 14491 0.2094438 5803 1222 738 713 691 22
2021-02-08 69188 14196 0.2051801 5762 1223 732 640 610 30
2021-02-09 69188 12583 0.1818668 5719 1225 743 734 734 0
2021-02-10 69188 11893 0.1718940 5580 1182 757 722 825 -103
2021-02-11 69189 12071 0.1744641 5398 1173 743 739 893 -154
2021-02-12 69190 12213 0.1765139 5277 1155 769 754 847 -93
2021-02-13 69190 13144 0.1899696 5055 1097 699 664 840 -176
2021-02-14 69190 14034 0.2028328 5007 1068 715 567 679 -112
2021-02-15 69190 13986 0.2021390 5040 1074 668 546 537 9
2021-02-16 69190 12821 0.1853013 5042 1047 636 684 702 -18
2021-02-17 69208 12353 0.1784909 4866 1038 621 720 835 -115
2021-02-18 69208 12452 0.1799214 4742 1008 587 687 786 -99
2021-02-19 69208 12222 0.1765981 4648 966 568 723 794 -71
2021-02-20 69208 13439 0.1941828 4525 987 592 638 770 -132
2021-02-21 69208 14623 0.2112906 4507 980 579 565 569 -4
2021-02-22 69208 14598 0.2109294 4499 992 569 527 515 12
2021-02-23 69208 12923 0.1867270 4494 979 575 648 676 -28
2021-02-24 69256 12469 0.1800422 4384 967 657 664 756 -92
2021-02-25 69256 12561 0.1813706 4267 953 559 562 713 -151
2021-02-26 69256 12946 0.1869297 4157 941 567 537 676 -139
2021-02-27 69256 13951 0.2014410 3992 909 572 552 707 -155
2021-02-28 69256 15399 0.2223490 3945 902 555 520 582 -62
2021-03-01 69256 14677 0.2119239 3928 894 536 481 488 -7
2021-03-02 69256 13509 0.1950589 3910 870 530 563 660 -97
2021-03-03 69256 13049 0.1884169 3862 877 520 557 612 -55
2021-03-04 69256 12941 0.1868575 3794 864 524 522 586 -64
2021-03-05 69256 13225 0.1909582 3661 833 513 475 607 -132
2021-03-06 69256 14439 0.2084874 3603 822 522 499 607 -108
2021-03-07 69256 15346 0.2215837 3544 810 508 453 507 -54
2021-03-08 69256 15011 0.2167466 3589 821 508 438 422 16
2021-03-10 69256 13390 0.1933406 3527 775 490 529 559 -30
2021-03-11 69256 13401 0.1934995 3475 770 481 458 552 -94
2021-03-12 69256 13549 0.1956365 3433 777 464 459 563 -104
2021-03-13 69310 14792 0.2134180 3254 760 448 431 542 -111
2021-03-14 69310 16011 0.2310056 3175 758 450 349 468 -119
2021-03-15 69310 31942 0.4608570 3290 762 451 388 362 26
2021-03-16 69310 13692 0.1975473 3309 749 447 479 486 -7
2021-03-17 69358 13381 0.1929266 3279 729 423 503 534 -31
2021-03-18 69358 14191 0.2046051 3213 715 415 470 533 -63
2021-03-19 69358 14111 0.2034517 3214 698 403 445 533 -88
2021-03-20 69358 14733 0.2124196 3103 710 385 436 520 -84
2021-03-21 69358 15700 0.2263618 3090 672 394 387 456 -69
2021-03-22 69358 15425 0.2223968 3137 700 386 365 376 -11
2021-03-23 69358 13985 0.2016350 3171 672 383 459 455 4
2021-03-24 69358 13414 0.1934023 3104 685 380 419 511 -92
2021-03-25 69358 13327 0.1921480 3035 639 362 448 531 -83
2021-03-26 69365 13629 0.1964824 3093 655 364 501 522 -21
2021-03-27 69365 14601 0.2104952 3043 649 368 433 529 -96
2021-03-28 69365 15741 0.2269300 3089 659 361 442 442 0
2021-03-29 69365 15429 0.2224321 3164 674 367 412 384 28
2021-03-30 69365 13478 0.1943055 3176 666 390 512 501 11
2021-03-31 69349 12988 0.1872846 3146 671 387 487 528 -41
2021-04-01 69349 13040 0.1880344 3067 658 374 470 512 -42
2021-04-02 69349 13485 0.1944513 3094 680 364 437 497 -60
2021-04-03 69349 15096 0.2176816 3080 674 349 436 490 -54
2021-04-04 69349 16393 0.2363841 3052 673 346 424 451 -27
2021-04-05 69349 15818 0.2280927 3176 696 363 431 388 43
2021-04-06 69357 14154 0.2040746 3236 719 380 481 470 11
2021-04-07 69357 13450 0.1939242 3308 733 388 491 490 1
2021-04-08 69357 13474 0.1942702 3278 729 390 475 567 -92
2021-04-09 69357 13383 0.1929582 3291 730 383 500 533 -33
2021-04-10 69357 14164 0.2042188 3272 710 398 462 558 -96
2021-04-11 69363 15120 0.2179837 3349 733 399 447 427 20
2021-04-12 69363 15026 0.2166285 3429 735 384 445 404 41
2021-04-13 69363 13113 0.1890489 3468 735 358 546 514 32
2021-04-14 69477 12467 0.1794407 3509 752 396 551 538 13
2021-04-15 69477 12427 0.1788649 3511 738 393 519 538 -19
2021-04-16 69490 12419 0.1787164 3504 747 392 527 578 -51
2021-04-17 69490 13410 0.1929774 3471 783 415 535 623 -88
2021-04-18 69490 14377 0.2068931 3524 787 425 516 500 16
2021-04-19 69490 13829 0.1990071 3643 817 434 487 425 62
2021-04-20 69490 13777 0.1982587 3707 826 435 578 598 -20
2021-04-21 69510 12187 0.1753273 3721 836 425 577 604 -27
2021-04-22 69510 12155 0.1748669 3647 810 432 543 619 -76
2021-04-23 69510 12418 0.1786506 3582 822 429 547 617 -70
2021-04-24 69510 13913 0.2001583 3470 781 433 507 650 -143
2021-04-25 69510 14719 0.2117537 3500 811 435 450 502 -52
2021-04-26 69510 14112 0.2030211 3593 808 432 513 425 88
2021-04-27 69510 12756 0.1835132 3615 898 423 571 570 1
2021-04-28 69510 12231 0.1759603 3518 813 436 524 546 -22
2021-04-29 69510 12439 0.1789527 3436 831 441 460 559 -99
2021-04-30 69510 12555 0.1806215 3382 802 441 464 562 -98
2021-05-01 69510 13763 0.1980003 3258 799 430 446 567 -121
2021-05-03 69510 14307 0.2058265 3276 818 430 421 391 30
2021-05-04 69510 12878 0.1852683 3291 792 460 448 466 -18
2021-05-05 69510 12424 0.1787369 3185 773 418 419 551 -132
2021-05-06 69570 12545 0.1803220 3087 768 405 402 560 -158
2021-05-07 69570 12324 0.1771453 3218 738 403 449 537 -88
2021-05-08 69570 13698 0.1968952 2878 715 389 393 524 -131
2021-05-09 69570 15088 0.2168751 2856 706 393 349 393 -44
2021-05-10 69570 14639 0.2104212 2901 729 401 387 335 52
2021-05-11 69570 12911 0.1855829 2931 739 397 440 442 -2
2021-05-12 69570 12839 0.1845479 2925 731 411 437 478 -41
2021-05-13 69570 12698 0.1825212 2863 707 395 391 458 -67
2021-05-14 69570 13135 0.1888026 2768 676 375 397 448 -51
2021-05-15 69570 14320 0.2058358 2692 658 355 375 454 -79
2021-05-16 69570 15288 0.2197499 2597 638 347 323 376 -53
2021-05-17 69570 14993 0.2155096 2664 724 354 329 316 13
2021-05-18 69560 13648 0.1962047 2519 625 337 343 429 -86
2021-05-19 69560 13071 0.1879097 2447 609 321 345 424 -79
2021-05-20 69560 12781 0.1837407 2404 597 307 335 413 -78
2021-05-21 69560 13164 0.1892467 2354 576 289 363 398 -35
2021-05-22 69560 14335 0.2060811 2247 570 285 296 430 -134

The data above is COVID-19 hospital census data in Miami-Dade County for all dates with available data since April 2. These columns are: the number of patients hospitalized with COVID-19 (Hospitalized), the number of patients in intensive care with COVID-19 (ICU), the number of patients in intensive care with COVID-19 who are also on ventilators (Ventilated), the number of patients positive for COVID-19 that were admitted the previous day (AdmitPrevDay), the number of patients recovered from COVID-19 that were discharged the previous day (DischPrevDay), and the net admission of patients positive for COVID-19 the previous day (DeltaAdmit; a negative value means more recovered patients were discharged than sick patients admitted). Not shown is the number of persons under investigation (PUI).There is a data error for the count ventilated on the 4th of June. We removed this point from the data before estimating the models shown below.

Hospital COVID-19 Census

We now show a census plot of hospitalizations, patients in ICU, and those in ICU on ventilators (shown on a log scale):

Recently, on May 22nd there were 2247 COVID positive patients hospitalized, 570 COVID positive patients in the ICU, and 285 COVID positive patients ventilated. Note: data is plotted on a log scale. Note: data is plotted on a log scale.

COVID-19 Deaths by Day

The reported deaths per day peaked in middle of July, 2020. for the State of Florida. Subsequently, there was a decline in the number of deaths reported per day until November. Currently, there are approximately 50 newly reported deaths per day on average.

Note: Due to delays in classifying the cause of death and thus of reporting deaths due to COVID-19, the most recent data will undercount the number of deaths. Specifically, 25% of new deaths added this week were from on or before May 2nd. This date indicates a point where 75% of our data is considered complete. For this reason, information following this date were excluded from this analysis of deaths.

Conclusion

During the past two weeks, there has been a decrease of -1128.9 fewer tests performed each day. There was a decrease in the number of positive COVID-19 tests obtained by an average of -100 each day. There was a decrease in the proportion of positive COVID-19 tests by -0.068 % each day. Finally, the number of deaths reported per day has been stable. There is now approximately a 3 week delay in the reporting of deaths. Approximately 25% of new deaths added this week were from on or before May 2nd.

Data Sources

Data sources are as follows:

  • COVID-19 Test Results: The number of positive and negative COVID-19 test results come from the Florida Department of Health: https://floridahealthcovid19.gov.
  • COVID-19 Hospital Census: The hospitalization data is disseminated by Florida’s Agency for Health Care Administration: https://ahca.myflorida.com.
  • COVID-19 Death Linelist: This list is created and disseminated by Florida’s Department of Health. Deaths are medical examiner confirmed. https://floridahealthcovid19.gov.