This document contains data on COVID-19 cases, deaths, and projections for 23 countries/regions as of July 28, 2020. For each location, it shows graphs comparing actual and predicted case and death rates, and provides statistics on current cases, deaths, mortality rate, and daily percentage changes. The top countries by case count are USA, Brazil, India, Russia and South Africa.

1. International
International: 1

2. Italy
251,944
35,529
1
10
100
1,000
10,000
100,000
1,000,000
10,000,000
100,000,000
Actual(points)/Predicted(line)
Phase
Pre-Model
Modeled
Deaths
Tests
Italy projection as of 2020-07-28
0
5,000
10,000
15,000
0
200
400
600
800
Cases/Day
Deaths/Day
Cases: 246,286 (168) -- Deaths: 35,112 (5) -- Case Mortality: 14.3% -- Daily Change: +1.5% Cases, -5.4% Deaths
2020-07-28 International: 2

3. Spain
307,255
28,752
1
10
100
1,000
10,000
100,000
1,000,000
10,000,000
100,000,000
Actual(points)/Predicted(line)
Phase
Pre-Model
Modeled
Deaths
Tests
Spain projection as of 2020-07-28
0
5,000
10,000
15,000
0
250
500
750
Cases/Day
Deaths/Day
Cases: 272,421 (0) -- Deaths: 28,752 (0) -- Case Mortality: 10.6% -- Daily Change: -0.9% Cases, +0.0% Deaths
2020-07-28 International: 3

4. Portugal
59,504
1,895
1
10
100
1,000
10,000
100,000
1,000,000
10,000,000
100,000,000
Actual(points)/Predicted(line)
Phase
Pre-Model
Modeled
Deaths
Tests
Portugal projection as of 2020-07-28
0
200
400
600
800
0
10
20
30
40
Cases/Day
Deaths/Day
Cases: 50,299 (135) -- Deaths: 1,719 (2) -- Case Mortality: 3.4% -- Daily Change: -4.3% Cases, -2.2% Deaths
2020-07-28 International: 4

5. France
238,370
30,764
1
10
100
1,000
10,000
100,000
1,000,000
10,000,000
100,000,000
Actual(points)/Predicted(line)
Phase
Pre-Model
Modeled
Deaths
France projection as of 2020-07-28
0
5,000
10,000
15,000
20,000
0
250
500
750
1,000
Cases/Day
Deaths/Day
Cases: 220,352 (2,551) -- Deaths: 30,212 (17) -- Case Mortality: 13.7% -- Daily Change: +5.5% Cases, -11.2% Deaths
2020-07-28 International: 5

6. Germany
218,949
9,272
1
10
100
1,000
10,000
100,000
1,000,000
10,000,000
100,000,000
Actual(points)/Predicted(line)
Phase
Pre-Model
Modeled
Deaths
Tests
Germany projection as of 2020-07-28
0
2,000
4,000
6,000
0
100
200
300
Cases/Day
Deaths/Day
Cases: 207,112 (445) -- Deaths: 9,125 (1) -- Case Mortality: 4.4% -- Daily Change: +2.5% Cases, +1.7% Deaths
2020-07-28 International: 6

7. Switzerland
37,408
1,998
1
10
100
1,000
10,000
100,000
1,000,000
10,000,000
100,000,000
Actual(points)/Predicted(line)
Phase
Pre-Model
Modeled
Deaths
Tests
Switzerland projection as of 2020-07-28
0
250
500
750
1,000
1,250
0
20
40
60
Cases/Day
Deaths/Day
Cases: 34,477 (65) -- Deaths: 1,978 (1) -- Case Mortality: 5.7% -- Daily Change: +0.9% Cases, +8.9% Deaths
2020-07-28 International: 7

8. Austria
23,777
726
1
10
100
1,000
10,000
100,000
1,000,000
10,000,000
100,000,000
Actual(points)/Predicted(line)
Phase
Pre-Model
Modeled
Deaths
Tests
Austria projection as of 2020-07-28
0
200
400
600
800
0
10
20
30
40
Cases/Day
Deaths/Day
Cases: 20,558 (86) -- Deaths: 713 (1) -- Case Mortality: 3.5% -- Daily Change: +0.4% Cases, -6.5% Deaths
2020-07-28 International: 8

9. Sweden
88,616
6,192
1
10
100
1,000
10,000
100,000
1,000,000
10,000,000
100,000,000
Actual(points)/Predicted(line)
Phase
Pre-Model
Modeled
Deaths
Sweden projection as of 2020-07-28
0
500
1,000
1,500
2,000
0
30
60
90
Cases/Day
Deaths/Day
Cases: 79,395 (398) -- Deaths: 5,700 (3) -- Case Mortality: 7.2% -- Daily Change: -5.6% Cases, -4.4% Deaths
2020-07-28 International: 9

10. Netherlands
56,493
6,169
1
10
100
1,000
10,000
100,000
1,000,000
10,000,000
100,000,000
Actual(points)/Predicted(line)
Phase
Pre-Model
Modeled
Deaths
Tests
Netherlands projection as of 2020-07-28
0
1,000
2,000
3,000
0
50
100
150
Cases/Day
Deaths/Day
Cases: 53,424 (419) -- Deaths: 6,160 (1) -- Case Mortality: 11.5% -- Daily Change: +7.1% Cases, +11.0% Deaths
2020-07-28 International: 10

11. United Kingdom
321,041
48,450
1
10
100
1,000
10,000
100,000
1,000,000
10,000,000
100,000,000
Actual(points)/Predicted(line)
Phase
Pre-Model
Modeled
Deaths
United Kingdom projection as of 2020-07-28
0
5,000
10,000
15,000
20,000
0
250
500
750
1,000
Cases/Day
Deaths/Day
Cases: 301,708 (688) -- Deaths: 45,844 (7) -- Case Mortality: 15.2% -- Daily Change: -0.3% Cases, -2.6% Deaths
2020-07-28 International: 11

12. Iceland
1,867
10
1
10
100
1,000
10,000
100,000
1,000,000
10,000,000
100,000,000
Actual(points)/Predicted(line)
Phase
Pre-Model
Modeled
Deaths
Tests
Iceland projection as of 2020-07-28
0
20
40
60
0.0
1.0
2.0
3.0
Cases/Day
Deaths/Day
Cases: 1,854 (7) -- Deaths: 10 (0) -- Case Mortality: 0.5% -- Daily Change: +17.6% Cases, NaN% Deaths
2020-07-28 International: 12

13. Canada
128,306
9,261
1
10
100
1,000
10,000
100,000
1,000,000
10,000,000
100,000,000
Actual(points)/Predicted(line)
Phase
Pre-Model
Modeled
Deaths
Tests
Canada projection as of 2020-07-28
0
1,000
2,000
3,000
0
50
100
150
Cases/Day
Deaths/Day
Cases: 116,471 (682) -- Deaths: 8,945 (11) -- Case Mortality: 7.7% -- Daily Change: +2.3% Cases, -4.4% Deaths
2020-07-28 International: 13

14. Australia
30,305
338
1
10
100
1,000
10,000
100,000
1,000,000
10,000,000
100,000,000
Actual(points)/Predicted(line)
Phase
Pre-Model
Modeled
Deaths
Tests
Australia projection as of 2020-07-28
0
200
400
0
10
20
Cases/Day
Deaths/Day
Cases: 15,303 (368) -- Deaths: 167 (6) -- Case Mortality: 1.1% -- Daily Change: +3.9% Cases, +10.3% Deaths
2020-07-28 International: 14

15. New Zealand
1,586
22
1
10
100
1,000
10,000
100,000
1,000,000
10,000,000
100,000,000
Actual(points)/Predicted(line)
Phase
Pre-Model
Modeled
Deaths
Tests
New Zealand projection as of 2020-07-28
0
20
40
60
80
0.0
1.0
2.0
3.0
4.0
Cases/Day
Deaths/Day
Cases: 1,557 (1) -- Deaths: 22 (0) -- Case Mortality: 1.4% -- Daily Change: -10.2% Cases, +0.0% Deaths
2020-07-28 International: 15

16. China
88,725
4,676
1
10
100
1,000
10,000
100,000
1,000,000
10,000,000
100,000,000
Actual(points)/Predicted(line)
Phase
Pre-Model
Modeled
Deaths
Tests
China projection as of 2020-07-28
0
2,000
4,000
0
100
200
Cases/Day
Deaths/Day
Cases: 86,783 (213) -- Deaths: 4,656 (4) -- Case Mortality: 5.4% -- Daily Change: +10.9% Cases, +8.0% Deaths
2020-07-28 International: 16

17. Taiwan
471
7
1
10
100
1,000
10,000
100,000
1,000,000
10,000,000
100,000,000
Actual(points)/Predicted(line)
Phase
Pre-Model
Modeled
Deaths
Tests
Taiwan projection as of 2020-07-28
0.0
5.0
10.0
15.0
20.0
0.00
0.25
0.50
0.75
1.00
Cases/Day
Deaths/Day
Cases: 462 (4) -- Deaths: 7 (0) -- Case Mortality: 1.5% -- Daily Change: +19.9% Cases, NaN% Deaths
2020-07-28 International: 17

18. South Korea
15,588
328
1
10
100
1,000
10,000
100,000
1,000,000
10,000,000
100,000,000
Actual(points)/Predicted(line)
Phase
Pre-Model
Modeled
Deaths
Tests
South Korea projection as of 2020-07-28
0
200
400
600
0
10
20
30
Cases/Day
Deaths/Day
Cases: 14,203 (28) -- Deaths: 300 (1) -- Case Mortality: 2.1% -- Daily Change: +0.0% Cases, -3.8% Deaths
2020-07-28 International: 18

19. Singapore
58,664
30
1
10
100
1,000
10,000
100,000
1,000,000
10,000,000
100,000,000
Actual(points)/Predicted(line)
Phase
Pre-Model
Modeled
Deaths
Tests
Singapore projection as of 2020-07-28
0
250
500
750
1,000
0
20
40
Cases/Day
Deaths/Day
Cases: 50,838 (469) -- Deaths: 27 (0) -- Case Mortality: 0.1% -- Daily Change: +5.2% Cases, -24.6% Deaths
2020-07-28 International: 19

20. Japan
55,299
1,025
1
10
100
1,000
10,000
100,000
1,000,000
10,000,000
100,000,000
Actual(points)/Predicted(line)
Phase
Pre-Model
Modeled
Deaths
Tests
Japan projection as of 2020-07-28
0
250
500
750
1,000
0
10
20
30
40
50
Cases/Day
Deaths/Day
Cases: 31,142 (594) -- Deaths: 998 (0) -- Case Mortality: 3.2% -- Daily Change: +4.0% Cases, +9.1% Deaths
2020-07-28 International: 20

21. South Africa
710,549
23,724
1
10
100
1,000
10,000
100,000
1,000,000
10,000,000
100,000,000
Actual(points)/Predicted(line)
Phase
Pre-Model
Modeled
Deaths
Tests
South Africa projection as of 2020-07-28
0
5,000
10,000
15,000
0
200
400
600
Cases/Day
Deaths/Day
Cases: 452,529 (7,096) -- Deaths: 7,067 (298) -- Case Mortality: 1.6% -- Daily Change: -1.6% Cases, +5.7% Deaths
2020-07-28 International: 21

22. Israel
120,976
862
1
10
100
1,000
10,000
100,000
1,000,000
10,000,000
100,000,000
Actual(points)/Predicted(line)
Phase
Pre-Model
Modeled
Deaths
Tests
Israel projection as of 2020-07-28
0
500
1,000
1,500
2,000
0
30
60
90
Cases/Day
Deaths/Day
Cases: 63,985 (2,029) -- Deaths: 474 (4) -- Case Mortality: 0.7% -- Daily Change: -0.2% Cases, +2.6% Deaths
2020-07-28 International: 22

23. Turkey
255,072
6,344
1
10
100
1,000
10,000
100,000
1,000,000
10,000,000
100,000,000
Actual(points)/Predicted(line)
Phase
Pre-Model
Modeled
Deaths
Tests
Turkey projection as of 2020-07-28
0
1,000
2,000
3,000
4,000
0
50
100
150
200
Cases/Day
Deaths/Day
Cases: 227,019 (919) -- Deaths: 5,630 (17) -- Case Mortality: 2.5% -- Daily Change: -0.4% Cases, -0.8% Deaths
2020-07-28 International: 23

24. Iran
371,853
26,494
1
10
100
1,000
10,000
100,000
1,000,000
10,000,000
100,000,000
Actual(points)/Predicted(line)
Phase
Pre-Model
Modeled
Deaths
Tests
Iran projection as of 2020-07-28
0
1,000
2,000
3,000
4,000
5,000
0
50
100
150
200
250
Cases/Day
Deaths/Day
Cases: 293,606 (2,434) -- Deaths: 15,912 (212) -- Case Mortality: 5.4% -- Daily Change: +0.2% Cases, +1.1% Deaths
2020-07-28 International: 24

25. Iraq
209,153
10,953
1
10
100
1,000
10,000
100,000
1,000,000
10,000,000
100,000,000
Actual(points)/Predicted(line)
Phase
Pre-Model
Modeled
Deaths
Iraq projection as of 2020-07-28
0
1,000
2,000
3,000
0
50
100
150
Cases/Day
Deaths/Day
Cases: 112,585 (2,553) -- Deaths: 4,458 (96) -- Case Mortality: 4.0% -- Daily Change: +1.5% Cases, -0.2% Deaths
2020-07-28 International: 25

26. Egypt
118,896
7,841
1
10
100
1,000
10,000
100,000
1,000,000
10,000,000
100,000,000
Actual(points)/Predicted(line)
Phase
Pre-Model
Modeled
Deaths
Egypt projection as of 2020-07-28
0
500
1,000
1,500
0
25
50
75
Cases/Day
Deaths/Day
Cases: 92,482 (420) -- Deaths: 4,652 (46) -- Case Mortality: 5.0% -- Daily Change: -4.9% Cases, -3.6% Deaths
2020-07-28 International: 26

27. Saudi Arabia
360,265
4,862
1
10
100
1,000
10,000
100,000
1,000,000
10,000,000
100,000,000
Actual(points)/Predicted(line)
Phase
Pre-Model
Modeled
Deaths
Tests
Saudi Arabia projection as of 2020-07-28
0
1,000
2,000
3,000
4,000
0
50
100
150
200
Cases/Day
Deaths/Day
Cases: 268,934 (1,993) -- Deaths: 2,760 (27) -- Case Mortality: 1.0% -- Daily Change: -2.4% Cases, -0.9% Deaths
2020-07-28 International: 27

28. Kuwait
87,080
558
1
10
100
1,000
10,000
100,000
1,000,000
10,000,000
100,000,000
Actual(points)/Predicted(line)
Phase
Pre-Model
Modeled
Deaths
Tests
Kuwait projection as of 2020-07-28
0
250
500
750
1,000
0
10
20
30
40
50
Cases/Day
Deaths/Day
Cases: 64,379 (606) -- Deaths: 438 (5) -- Case Mortality: 0.7% -- Daily Change: -0.8% Cases, +3.8% Deaths
2020-07-28 International: 28

29. United Arab Emirates
68,846
381
1
10
100
1,000
10,000
100,000
1,000,000
10,000,000
100,000,000
Actual(points)/Predicted(line)
Phase
Pre-Model
Modeled
Deaths
Tests
United Arab Emirates projection as of 2020-07-28
0
250
500
750
0
10
20
30
40
Cases/Day
Deaths/Day
Cases: 59,177 (264) -- Deaths: 345 (1) -- Case Mortality: 0.6% -- Daily Change: -1.1% Cases, -2.4% Deaths
2020-07-28 International: 29

30. Oman
136,199
1,077
1
10
100
1,000
10,000
100,000
1,000,000
10,000,000
100,000,000
Actual(points)/Predicted(line)
Phase
Pre-Model
Modeled
Deaths
Oman projection as of 2020-07-28
0
500
1,000
1,500
2,000
0
30
60
90
Cases/Day
Deaths/Day
Cases: 77,058 (1,053) -- Deaths: 393 (9) -- Case Mortality: 0.5% -- Daily Change: -2.5% Cases, +1.5% Deaths
2020-07-28 International: 30

31. Qatar
93,446
236
1
10
100
1,000
10,000
100,000
1,000,000
10,000,000
100,000,000
Actual(points)/Predicted(line)
Phase
Pre-Model
Modeled
Deaths
Tests
Qatar projection as of 2020-07-28
0
500
1,000
1,500
2,000
0
25
50
75
100
Cases/Day
Deaths/Day
Cases: 109,597 (292) -- Deaths: 165 (0) -- Case Mortality: 0.2% -- Daily Change: -2.9% Cases, -3.7% Deaths
2020-07-28 International: 31

32. Bahrain
51,839
282
1
10
100
1,000
10,000
100,000
1,000,000
10,000,000
100,000,000
Actual(points)/Predicted(line)
Phase
Pre-Model
Modeled
Deaths
Tests
Bahrain projection as of 2020-07-28
0
200
400
600
0
10
20
30
Cases/Day
Deaths/Day
Cases: 39,482 (351) -- Deaths: 141 (1) -- Case Mortality: 0.4% -- Daily Change: -3.1% Cases, -3.0% Deaths
2020-07-28 International: 32

33. Brazil
4,024,417
143,072
1
10
100
1,000
10,000
100,000
1,000,000
10,000,000
100,000,000
Actual(points)/Predicted(line)
Phase
Pre-Model
Modeled
Deaths
Tests
Brazil projection as of 2020-07-28
0
20,000
40,000
60,000
0
1,000
2,000
3,000
Cases/Day
Deaths/Day
Cases: 2,442,375 (23,284) -- Deaths: 87,618 (614) -- Case Mortality: 3.6% -- Daily Change: +0.6% Cases, -0.4% Deaths
2020-07-28 International: 33

34. Chile
421,393
19,168
1
10
100
1,000
10,000
100,000
1,000,000
10,000,000
100,000,000
Actual(points)/Predicted(line)
Phase
Pre-Model
Modeled
Deaths
Tests
Chile projection as of 2020-07-28
0
5,000
10,000
15,000
20,000
0
300
600
900
Cases/Day
Deaths/Day
Cases: 347,923 (2,133) -- Deaths: 9,187 (75) -- Case Mortality: 2.6% -- Daily Change: -0.9% Cases, -5.7% Deaths
2020-07-28 International: 34

35. Colombia
548,317
29,293
1
10
100
1,000
10,000
100,000
1,000,000
10,000,000
100,000,000
Actual(points)/Predicted(line)
Phase
Pre-Model
Modeled
Deaths
Tests
Colombia projection as of 2020-07-28
0
5,000
10,000
15,000
0
250
500
750
Cases/Day
Deaths/Day
Cases: 257,101 (16,306) -- Deaths: 8,777 (508) -- Case Mortality: 3.4% -- Daily Change: +2.5% Cases, +3.4% Deaths
2020-07-28 International: 35

36. Peru
518,438
44,038
1
10
100
1,000
10,000
100,000
1,000,000
10,000,000
100,000,000
Actual(points)/Predicted(line)
Phase
Pre-Model
Modeled
Deaths
Tests
Peru projection as of 2020-07-28
0
20,000
40,000
60,000
80,000
0
1,000
2,000
3,000
4,000
Cases/Day
Deaths/Day
Cases: 389,717 (13,756) -- Deaths: 18,418 (575) -- Case Mortality: 4.7% -- Daily Change: +3.5% Cases, +10.0% Deaths
2020-07-28 International: 36

37. Mexico
648,228
76,998
1
10
100
1,000
10,000
100,000
1,000,000
10,000,000
100,000,000
Actual(points)/Predicted(line)
Phase
Pre-Model
Modeled
Deaths
Tests
Mexico projection as of 2020-07-28
0
5,000
10,000
15,000
20,000
0
300
600
900
Cases/Day
Deaths/Day
Cases: 395,489 (4,973) -- Deaths: 44,022 (342) -- Case Mortality: 11.1% -- Daily Change: -0.5% Cases, +0.1% Deaths
2020-07-28 International: 37

38. Russia
1,018,547
20,574
1
10
100
1,000
10,000
100,000
1,000,000
10,000,000
100,000,000
Actual(points)/Predicted(line)
Phase
Pre-Model
Modeled
Deaths
Tests
Russia projection as of 2020-07-28
0
3,000
6,000
9,000
12,000
0
200
400
600
Cases/Day
Deaths/Day
Cases: 816,680 (5,607) -- Deaths: 13,334 (85) -- Case Mortality: 1.6% -- Daily Change: -1.0% Cases, -1.5% Deaths
2020-07-28 International: 38

39. India
2,813,583
79,096
1
10
100
1,000
10,000
100,000
1,000,000
10,000,000
100,000,000
Actual(points)/Predicted(line)
Phase
Pre-Model
Modeled
Deaths
Tests
India projection as of 2020-07-28
0
10,000
20,000
30,000
40,000
50,000
0
1,000
2,000
Cases/Day
Deaths/Day
Cases: 1,480,073 (44,457) -- Deaths: 33,408 (637) -- Case Mortality: 2.3% -- Daily Change: +3.5% Cases, +2.2% Deaths
2020-07-28 International: 39

40. Pakistan
335,304
8,034
1
10
100
1,000
10,000
100,000
1,000,000
10,000,000
100,000,000
Actual(points)/Predicted(line)
Phase
Pre-Model
Modeled
Deaths
Tests
Pakistan projection as of 2020-07-28
0
2,000
4,000
6,000
0
100
200
300
Cases/Day
Deaths/Day
Cases: 274,289 (1,176) -- Deaths: 5,842 (20) -- Case Mortality: 2.1% -- Daily Change: -6.8% Cases, -5.1% Deaths
2020-07-28 International: 40