A | B | C | D | E | F | G | H | I | J | M | N | O | P | Q | R | S | T | U | V | W | X | Y | Z | AA | AB | AC | AD | |
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1 | Growth Rate Reduction = | 0.01 | per day starting today (1% = 0.01, 0.5% = 0.005) | |||||||||||||||||||||||||
2 | Days Until Deceleration = | -1,099 | growth in cases will accelerate until this many days from now | |||||||||||||||||||||||||
3 | Confirmed Cases | Actual Cases | ||||||||||||||||||||||||||
4 | Maximum Cases = | 6,015,276 | 5,413,161 | cases | ||||||||||||||||||||||||
6 | Date of Maximum = | 6/20 | 6/20 | pandemic could be over | ||||||||||||||||||||||||
7 | Est. Total Hospitalizations | 1,203,055 | 1,082,632 | based on Chinese data showing ~20% hospitalization rate | ||||||||||||||||||||||||
8 | Est. 3-week Stays in ICU | 300,764 | 270,658 | based on Chinese data showing ~5% critical case rate and 21 day average stay if a patient lives | ||||||||||||||||||||||||
9 | Est. Deaths | 120,306 | 108,263 | based on a 2% CFR...will be 4-5% if hospitals get overwhelmed based on data from Wuhan | ||||||||||||||||||||||||
10 | US Date | US Confirmed | Daily Change | Growth Factor | Cases/Million | 3-day Avg. Growth Factor | Utah Date | Utah Cases | Utah Change | Utah Growth Factor | NOTES | |||||||||||||||||
11 | 3/1 | 75 | 3/19 | 78 | 15 | 3/19: Utah hits 78 cases which is what the entire US had on 3/1, so it's now 18 days behind the US numbers if all the measures taken don't slow down the rate of infection. That is to say, with no measures taken Utah could expect to have ~10k cases by 4/6. Having a lower case count only means you are behind in time, not that you are doing better. Many of the US states are simply at the bottom of their own exponential growth curves which now look just like this early US data! | ||||||||||||||||||||||
12 | 3/2 | 100 | 25 | 3/20 | 112 | 34 | 2.27 | |||||||||||||||||||||
13 | 3/3 | 124 | 24 | 0.96 | 0.38 | 3/21 | 136 | 24 | 0.71 | |||||||||||||||||||
14 | 3/4 | 158 | 34 | 1.42 | 0.48 | 3/22 | 181 | 45 | 1.88 | |||||||||||||||||||
15 | 3/5 | 221 | 63 | 1.85 | 0.67 | 3/23 | 257 | 76 | 1.69 | 3/23: Utah is outpacing early US case growth, it's about to be <18 days behind US case numbers | ||||||||||||||||||
16 | 3/6 | 319 | 98 | 1.56 | 0.97 | 3/24 | 298 | 41 | 0.54 | |||||||||||||||||||
17 | 3/7 | 435 | 116 | 1.18 | 1.32 | 1.531 | 3/25 | 346 | 48 | 1.17 | ||||||||||||||||||
18 | 3/8 | 541 | 106 | 0.91 | 1.64 | 3/26 | 402 | 56 | 1.17 | |||||||||||||||||||
19 | 3/9 | 704 | 163 | 1.54 | 2.13 | 3/27 | 480 | 78 | 1.39 | Utah is slowing down compared to early US growth which is great | ||||||||||||||||||
20 | 3/10 | 994 | 290 | 1.78 | 3.01 | 1.410 | ||||||||||||||||||||||
21 | 3/11 | 1,301 | 307 | 1.06 | 3.94 | |||||||||||||||||||||||
22 | 3/12 | 1,697 | 396 | 1.29 | 5.13 | |||||||||||||||||||||||
23 | 3/13 | 2,247 | 550 | 1.39 | 6.80 | 1.246 | ||||||||||||||||||||||
24 | 3/14 | 2,943 | 696 | 1.27 | 8.90 | |||||||||||||||||||||||
25 | 3/15 | 3,680 | 737 | 1.06 | 11.13 | |||||||||||||||||||||||
26 | 3/16 | 4,663 | 983 | 1.33 | 14.11 | 1.219 | It appears as though this is the last day of restricted testing based upon EXPLODING 3/17 data, and if that's not true GOD HELP US! Note that we're likely already at the ACTUAL (not confirmed) case density (cases/million) that Italy shut down. | |||||||||||||||||||||
27 | 3/17 | 6,411 | 1,748 | 1.78 | 19.40 | 3/16 estimated maximum cases were 80k @ 1% daily reduction, 3/17 reported data raised that to 110k....a few hundred cases difference today is tens of thousands by the end! | ||||||||||||||||||||||
28 | 3/18 | 9,259 | 2,848 | 1.63 | 28.02 | NYC passes 3,000 cases. Wuhan lockdown at 1,000 cases. NYC should lockdown ASAP. | ||||||||||||||||||||||
29 | 3/19 | 13,789 | 4,530 | 1.59 | 41.72 | 1.666 | 78 | 15 | Ignoring this 3-day growth factor average because the huge increase is likely caused by more widespread testing. Or GOD HELP US!!! | |||||||||||||||||||
30 | 3/20 | 19,383 | 5,594 | 1.23 | 58.65 | 112 | 34 | 2.27 | 3/20: The 60 cases/million population point has moved from 3/24 to today since 3/17...now 3/24 has ~120 cases instead of 60 cases/million population, so in the last 3 days the predicted case count on 3/24 has DOUBLED. Today we hit 60 cases a million and what happened? WE FINALLY STARTED LOCKING DOWN! I told you governments would freak out starting at 60 cases/M. We are being more proactive than most, here's where others reacted: Italy: 100 full country in lockdown Spain: 133 full country in lockdown Belgium: 128 full country in lockdown Germany and France were in the 60-80 range when they implemented severe restrictions I suspect that here in the US we'll start seeing nationwide restrictions on domestic travel sometime in the next week or two max. With no noticeable reduction in growth one week from now on 3/27 we should be 232 cases/million and two weeks on 4/3 we'll be at 931 cases/million, or ~300k cases. | |||||||||||||||||||
31 | 3/21 | 24,207 | 4,824 | 0.86 | 73.24 | 136 | 24 | 0.71 | ||||||||||||||||||||
32 | 3/22 | 33,566 | 9,359 | 1.94 | 101.56 | 1.346 | 181 | 45 | 1.88 | Ignoring this 3-day growth factor average because the huge increase is likely caused by more widespread testing. Or GOD HELP US!!! | ||||||||||||||||||
33 | 3/23 | 43,734 | 10,168 | 1.09 | 132.33 | 257 | 76 | 1.69 | ||||||||||||||||||||
34 | 3/24 | 54,856 | 11,122 | 1.09 | 165.98 | 298 | 41 | 0.54 | ||||||||||||||||||||
35 | 3/25 | 68,211 | 13,355 | 1.20 | 206.39 | 1.127 | 346 | 48 | 1.17 | |||||||||||||||||||
36 | 3/26 | 85,435 | 17,224 | 1.29 | 258.50 | 402 | 56 | 1.17 | ||||||||||||||||||||
37 | 3/27 | 104,126 | 18,691 | 1.09 | 315.06 | 480 | 78 | 1.39 | ||||||||||||||||||||
38 | 3/28 | 123,578 | 19,452 | 1.04 | 373.91 | 1.139 | 602 | 122 | 1.56 | |||||||||||||||||||
39 | 3/29 | 143,491 | 19,913 | 1.02 | 434.16 | 719 | 117 | 0.96 | ||||||||||||||||||||
40 | 3/30 | 163,788 | 20,297 | 1.02 | 495.58 | 806 | 87 | 0.74 | ||||||||||||||||||||
41 | 3/31 | 188,530 | 24,742 | 1.22 | 570.44 | 887 | 81 | 0.93 | ||||||||||||||||||||
42 | 4/1 | 218,443 | 29,913 | 1.21 | 660.95 | 1,012 | 125 | 1.54 | ||||||||||||||||||||
43 | 4/2 | 254,309 | 35,866 | 1.20 | 769.47 | 1,074 | 62 | 0.50 | ||||||||||||||||||||
44 | 4/3 | 296,953 | 42,644 | 1.19 | 898.50 | 1,104 | 30 | 0.49 | ||||||||||||||||||||
45 | 4/4 | 347,230 | 50,277 | 1.18 | 1,050.62 | 1,118 | 14 | 0.48 | ||||||||||||||||||||
46 | 4/5 | 406,004 | 58,774 | 1.17 | 1,228.46 | 1,125 | 7 | 0.47 | ||||||||||||||||||||
47 | 4/6 | 474,124 | 68,119 | 1.16 | 1,434.56 | 1,128 | 3 | 0.46 | ||||||||||||||||||||
48 | 4/7 | 552,392 | 78,269 | 1.15 | 1,671.38 | 1,130 | 1 | 0.45 | ||||||||||||||||||||
49 | 4/8 | 641,540 | 89,148 | 1.14 | 1,941.12 | 1,130 | 1 | 0.44 | ||||||||||||||||||||
50 | 4/9 | 742,188 | 100,648 | 1.13 | 2,245.65 | 1,130 | 0 | 0.43 | ||||||||||||||||||||
51 | 4/10 | 854,813 | 112,625 | 1.12 | 2,586.42 | 1,131 | 0 | 0.42 | ||||||||||||||||||||
52 | 4/11 | 979,713 | 124,901 | 1.11 | 2,964.34 | 1,131 | 0 | 0.41 | ||||||||||||||||||||
53 | 4/12 | 1,116,979 | 137,265 | 1.10 | 3,379.66 | 1,131 | 0 | 0.40 | ||||||||||||||||||||
54 | 4/13 | 1,266,461 | 149,482 | 1.09 | 3,831.95 | 1,131 | 0 | 0.39 | ||||||||||||||||||||
55 | 4/14 | 1,427,751 | 161,291 | 1.08 | 4,319.97 | 1,131 | 0 | 0.38 | ||||||||||||||||||||
56 | 4/15 | 1,600,171 | 172,419 | 1.07 | 4,841.67 | 1,131 | 0 | 0.37 | ||||||||||||||||||||
57 | 4/16 | 1,782,762 | 182,592 | 1.06 | 5,394.14 | 1,131 | 0 | 0.36 | ||||||||||||||||||||
58 | 4/17 | 1,974,301 | 191,538 | 1.05 | 5,973.68 | 1,131 | 0 | 0.35 | ||||||||||||||||||||
59 | 4/18 | 2,173,308 | 199,008 | 1.04 | 6,575.82 | 1,131 | 0 | 0.34 | ||||||||||||||||||||
60 | 4/19 | 2,378,087 | 204,779 | 1.03 | 7,195.42 | 1,131 | 0 | 0.33 | ||||||||||||||||||||
61 | 4/20 | 2,586,756 | 208,669 | 1.02 | 7,826.80 | 1,131 | 0 | 0.32 | ||||||||||||||||||||
62 | 4/21 | 2,797,303 | 210,547 | 1.01 | 8,463.85 | 1,131 | 0 | 0.31 | ||||||||||||||||||||
63 | 4/22 | 3,007,638 | 210,336 | 1.00 | 9,100.27 | 1,131 | 0 | 0.30 | ||||||||||||||||||||
64 | 4/23 | 3,215,660 | 208,021 | 0.99 | 9,729.68 | 1,131 | 0 | 0.29 | ||||||||||||||||||||
65 | 4/24 | 3,419,312 | 203,653 | 0.98 | 10,345.88 | 1,131 | 0 | 0.28 | ||||||||||||||||||||
66 | 4/25 | 3,616,651 | 197,339 | 0.97 | 10,942.97 | 1,131 | 0 | 0.27 | ||||||||||||||||||||
67 | 4/26 | 3,805,899 | 189,248 | 0.96 | 11,515.58 | 1,131 | 0 | 0.26 | ||||||||||||||||||||
68 | 4/27 | 3,985,494 | 179,596 | 0.95 | 12,058.98 | 1,131 | 0 | 0.25 | ||||||||||||||||||||
69 | 4/28 | 4,154,134 | 168,640 | 0.94 | 12,569.24 | 1,131 | 0 | 0.24 | ||||||||||||||||||||
70 | 4/29 | 4,310,800 | 156,666 | 0.93 | 13,043.27 | 1,131 | 0 | 0.23 | ||||||||||||||||||||
71 | 4/30 | 4,454,776 | 143,976 | 0.92 | 13,478.90 | 1,131 | 0 | 0.22 | ||||||||||||||||||||
72 | 5/1 | 4,585,650 | 130,874 | 0.91 | 13,874.89 | 1,131 | 0 | 0.21 | ||||||||||||||||||||
73 | 5/2 | 4,703,305 | 117,655 | 0.90 | 14,230.88 | 1,131 | 0 | 0.20 | ||||||||||||||||||||
74 | 5/3 | 4,807,900 | 104,595 | 0.89 | 14,547.35 | |||||||||||||||||||||||
75 | 5/4 | 4,899,839 | 91,939 | 0.88 | 14,825.53 | |||||||||||||||||||||||
76 | 5/5 | 4,979,734 | 79,895 | 0.87 | 15,067.27 | |||||||||||||||||||||||
77 | 5/6 | 5,048,363 | 68,629 | 0.86 | 15,274.93 | |||||||||||||||||||||||
78 | 5/7 | 5,106,629 | 58,266 | 0.85 | 15,451.22 | |||||||||||||||||||||||
79 | 5/8 | 5,155,515 | 48,885 | 0.84 | 15,599.14 | |||||||||||||||||||||||
80 | 5/9 | 5,196,040 | 40,526 | 0.83 | 15,721.76 | |||||||||||||||||||||||
81 | 5/10 | 5,229,231 | 33,191 | 0.82 | 15,822.18 | |||||||||||||||||||||||
82 | 5/11 | 5,256,082 | 26,851 | 0.81 | 15,903.42 | |||||||||||||||||||||||
83 | 5/12 | 5,277,536 | 21,454 | 0.80 | 15,968.34 | |||||||||||||||||||||||
84 | 5/13 | 5,294,463 | 16,927 | 0.79 | 16,019.55 | |||||||||||||||||||||||
85 | 5/14 | 5,307,649 | 13,186 | 0.78 | 16,059.45 | |||||||||||||||||||||||
86 | 5/15 | 5,317,789 | 10,140 | 0.77 | 16,090.13 | |||||||||||||||||||||||
87 | 5/16 | 5,325,486 | 7,696 | 0.76 | 16,113.42 | |||||||||||||||||||||||
88 | 5/17 | 5,331,250 | 5,765 | 0.75 | 16,130.86 | |||||||||||||||||||||||
89 | 5/18 | 5,335,510 | 4,260 | 0.74 | 16,143.75 | |||||||||||||||||||||||
90 | 5/19 | 5,338,616 | 3,106 | 0.73 | 16,153.15 | |||||||||||||||||||||||
91 | 5/20 | 5,340,849 | 2,233 | 0.72 | 16,159.90 | |||||||||||||||||||||||
92 | 5/21 | 5,342,432 | 1,583 | 0.71 | 16,164.69 | |||||||||||||||||||||||
93 | 5/22 | 5,343,538 | 1,107 | 0.70 | 16,168.04 | |||||||||||||||||||||||
94 | 5/23 | 5,344,301 | 762 | 0.69 | 16,170.35 | |||||||||||||||||||||||
95 | 5/24 | 5,344,818 | 518 | 0.68 | 16,171.92 | |||||||||||||||||||||||
96 | 5/25 | 5,345,165 | 346 | 0.67 | 16,172.96 | |||||||||||||||||||||||
97 | 5/26 | 5,345,393 | 228 | 0.66 | 16,173.65 | |||||||||||||||||||||||
98 | 5/27 | 5,345,541 | 148 | 0.65 | 16,174.10 | |||||||||||||||||||||||
99 | 5/28 | 5,345,636 | 95 | 0.64 | 16,174.39 | |||||||||||||||||||||||
100 | 5/29 | 5,345,695 | 60 | 0.63 | 16,174.57 | |||||||||||||||||||||||
101 | 5/30 | 5,345,732 | 37 | 0.62 | 16,174.68 |