This document contains data on COVID-19 cases, deaths, and projections for 23 countries/regions as of July 31, 2020. For each location, it shows numbers of current cases and deaths, daily new cases and deaths, and modeled projections of future cases and deaths. The largest numbers of total cases are in the United States, Brazil, India, and Russia.

1. International
International: 1

2. Italy
252,479
35,479
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 2020-07-31
0
5,000
10,000
15,000
0
200
400
600
800
Cases/Day
Deaths/Day
Cases: 247,158 (382) -- Deaths: 35,132 (3) -- Case Mortality: 14.2% -- Daily Change: +3.0% Cases, -6.2% Deaths
2020-07-31 International: 2

3. Spain
325,653
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 2020-07-31
0
5,000
10,000
15,000
0
250
500
750
Cases/Day
Deaths/Day
Cases: 285,430 (2,789) -- Deaths: 28,752 (0) -- Case Mortality: 10.1% -- Daily Change: +6.3% Cases, +0.0% Deaths
2020-07-31 International: 3

4. Portugal
58,020
1,869
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 2020-07-31
0
200
400
600
800
0
10
20
30
40
Cases/Day
Deaths/Day
Cases: 50,868 (255) -- Deaths: 1,727 (2) -- Case Mortality: 3.4% -- Daily Change: -2.7% Cases, -2.8% Deaths
2020-07-31 International: 4

5. France
241,566
30,642
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 2020-07-31
0
5,000
10,000
15,000
20,000
0
250
500
750
1,000
Cases/Day
Deaths/Day
Cases: 222,469 (1,392) -- Deaths: 30,241 (15) -- Case Mortality: 13.6% -- Daily Change: +2.7% Cases, -6.7% Deaths
2020-07-31 International: 5

6. Germany
221,583
9,263
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 2020-07-31
0
2,000
4,000
6,000
0
100
200
300
Cases/Day
Deaths/Day
Cases: 209,535 (989) -- Deaths: 9,144 (9) -- Case Mortality: 4.4% -- Daily Change: +5.1% Cases, +3.6% Deaths
2020-07-31 International: 6

7. Switzerland
37,784
2,002
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 2020-07-31
0
250
500
750
1,000
1,250
0
20
40
60
Cases/Day
Deaths/Day
Cases: 35,022 (220) -- Deaths: 1,980 (1) -- Case Mortality: 5.7% -- Daily Change: +5.0% Cases, +2.6% Deaths
2020-07-31 International: 7

8. Austria
24,090
728
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 2020-07-31
0
200
400
600
800
0
10
20
30
40
Cases/Day
Deaths/Day
Cases: 20,955 (105) -- Deaths: 718 (2) -- Case Mortality: 3.4% -- Daily Change: +1.0% Cases, +14.7% Deaths
2020-07-31 International: 8

9. Sweden
87,412
6,131
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 2020-07-31
0
500
1,000
1,500
2,000
0
30
60
90
Cases/Day
Deaths/Day
Cases: 80,100 (318) -- Deaths: 5,739 (9) -- Case Mortality: 7.2% -- Daily Change: -2.2% Cases, -3.9% Deaths
2020-07-31 International: 9

10. Netherlands
57,881
6,212
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 2020-07-31
0
1,000
2,000
3,000
0
50
100
150
Cases/Day
Deaths/Day
Cases: 54,249 (354) -- Deaths: 6,178 (0) -- Case Mortality: 11.4% -- Daily Change: +6.4% Cases, +14.0% Deaths
2020-07-31 International: 10

11. United Kingdom
321,740
48,305
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 2020-07-31
0
5,000
10,000
15,000
20,000
0
250
500
750
1,000
Cases/Day
Deaths/Day
Cases: 303,910 (847) -- Deaths: 46,084 (38) -- Case Mortality: 15.2% -- Daily Change: +0.8% Cases, -0.8% Deaths
2020-07-31 International: 11

12. Iceland
1,893
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 2020-07-31
0
20
40
60
0.0
1.0
2.0
3.0
Cases/Day
Deaths/Day
Cases: 1,872 (11) -- Deaths: 10 (0) -- Case Mortality: 0.5% -- Daily Change: +18.7% Cases, NaN% Deaths
2020-07-31 International: 12

13. Canada
129,907
9,227
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 2020-07-31
0
1,000
2,000
3,000
0
50
100
150
Cases/Day
Deaths/Day
Cases: 117,677 (320) -- Deaths: 8,974 (12) -- Case Mortality: 7.6% -- Daily Change: +0.1% Cases, -0.3% Deaths
2020-07-31 International: 13

14. Australia
29,295
479
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 2020-07-31
0
200
400
600
0
10
20
30
Cases/Day
Deaths/Day
Cases: 16,903 (605) -- Deaths: 196 (7) -- Case Mortality: 1.2% -- Daily Change: +4.5% Cases, +9.5% Deaths
2020-07-31 International: 14

15. New Zealand
1,583
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 2020-07-31
0
20
40
60
80
0.0
1.0
2.0
3.0
4.0
Cases/Day
Deaths/Day
Cases: 1,560 (0) -- Deaths: 22 (0) -- Case Mortality: 1.4% -- Daily Change: -5.6% Cases, +0.0% Deaths
2020-07-31 International: 15

16. China
90,005
4,687
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 2020-07-31
0
2,000
4,000
0
100
200
Cases/Day
Deaths/Day
Cases: 87,489 (276) -- Deaths: 4,659 (1) -- Case Mortality: 5.3% -- Daily Change: +9.6% Cases, +6.0% Deaths
2020-07-31 International: 16

17. Taiwan
485
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 2020-07-31
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: 467 (0) -- Deaths: 7 (0) -- Case Mortality: 1.5% -- Daily Change: +12.2% Cases, NaN% Deaths
2020-07-31 International: 17

18. South Korea
15,627
325
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 2020-07-31
0
200
400
600
0
10
20
30
Cases/Day
Deaths/Day
Cases: 14,305 (36) -- Deaths: 301 (1) -- Case Mortality: 2.1% -- Daily Change: -1.4% Cases, -6.2% Deaths
2020-07-31 International: 18

19. Singapore
60,393
29
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 2020-07-31
0
250
500
750
1,000
0
20
40
Cases/Day
Deaths/Day
Cases: 51,809 (278) -- Deaths: 27 (0) -- Case Mortality: 0.1% -- Daily Change: +2.5% Cases, -27.0% Deaths
2020-07-31 International: 19

20. Japan
57,028
1,039
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 2020-07-31
0
500
1,000
1,500
0
25
50
75
Cases/Day
Deaths/Day
Cases: 35,144 (1,762) -- Deaths: 1,007 (6) -- Case Mortality: 2.9% -- Daily Change: +7.7% Cases, +9.7% Deaths
2020-07-31 International: 20

21. South Africa
685,594
25,027
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 2020-07-31
0
5,000
10,000
15,000
0
200
400
600
Cases/Day
Deaths/Day
Cases: 482,169 (11,046) -- Deaths: 7,812 (315) -- Case Mortality: 1.6% -- Daily Change: -1.6% Cases, +3.9% Deaths
2020-07-31 International: 21

22. Israel
132,389
905
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 2020-07-31
0
500
1,000
1,500
2,000
2,500
0
25
50
75
100
125
Cases/Day
Deaths/Day
Cases: 70,036 (1,737) -- Deaths: 500 (9) -- Case Mortality: 0.7% -- Daily Change: +1.3% Cases, +1.3% Deaths
2020-07-31 International: 22

23. Turkey
255,177
6,296
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 2020-07-31
0
1,000
2,000
3,000
4,000
0
50
100
150
200
Cases/Day
Deaths/Day
Cases: 229,891 (967) -- Deaths: 5,674 (15) -- Case Mortality: 2.5% -- Daily Change: +0.1% Cases, -1.1% Deaths
2020-07-31 International: 23

24. Iran
374,101
26,316
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 2020-07-31
0
1,000
2,000
3,000
4,000
5,000
0
50
100
150
200
250
Cases/Day
Deaths/Day
Cases: 301,530 (2,621) -- Deaths: 16,569 (226) -- Case Mortality: 5.5% -- Daily Change: +0.8% Cases, +0.9% Deaths
2020-07-31 International: 24

25. Iraq
209,702
9,869
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 2020-07-31
0
1,000
2,000
3,000
0
50
100
150
Cases/Day
Deaths/Day
Cases: 121,263 (2,963) -- Deaths: 4,671 (68) -- Case Mortality: 3.9% -- Daily Change: +2.4% Cases, -0.6% Deaths
2020-07-31 International: 25

26. Egypt
114,780
7,170
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 2020-07-31
0
500
1,000
1,500
0
25
50
75
Cases/Day
Deaths/Day
Cases: 93,757 (401) -- Deaths: 4,774 (46) -- Case Mortality: 5.1% -- Daily Change: -4.8% Cases, -2.5% Deaths
2020-07-31 International: 26

27. Saudi Arabia
350,760
4,581
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 2020-07-31
0
1,000
2,000
3,000
4,000
0
50
100
150
200
Cases/Day
Deaths/Day
Cases: 274,219 (1,629) -- Deaths: 2,842 (26) -- Case Mortality: 1.0% -- Daily Change: -3.1% Cases, -2.3% Deaths
2020-07-31 International: 27

28. Kuwait
86,639
567
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 2020-07-31
0
250
500
750
1,000
0
10
20
30
40
50
Cases/Day
Deaths/Day
Cases: 66,529 (626) -- Deaths: 445 (1) -- Case Mortality: 0.7% -- Daily Change: +1.2% Cases, +2.5% Deaths
2020-07-31 International: 28

29. United Arab Emirates
68,219
378
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 2020-07-31
0
250
500
750
0
10
20
30
40
Cases/Day
Deaths/Day
Cases: 60,223 (302) -- Deaths: 349 (2) -- Case Mortality: 0.6% -- Daily Change: +1.5% Cases, +1.5% Deaths
2020-07-31 International: 29

30. Oman
129,607
1,052
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 2020-07-31
0
500
1,000
1,500
2,000
0
30
60
90
Cases/Day
Deaths/Day
Cases: 79,159 (590) -- Deaths: 421 (9) -- Case Mortality: 0.5% -- Daily Change: -5.5% Cases, +0.9% Deaths
2020-07-31 International: 30

31. Qatar
94,772
222
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 2020-07-31
0
500
1,000
1,500
2,000
0
25
50
75
100
Cases/Day
Deaths/Day
Cases: 110,460 (307) -- Deaths: 171 (2) -- Case Mortality: 0.2% -- Daily Change: -3.0% Cases, -1.6% Deaths
2020-07-31 International: 31

32. Bahrain
51,375
259
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 2020-07-31
0
200
400
600
0
10
20
30
Cases/Day
Deaths/Day
Cases: 40,755 (444) -- Deaths: 146 (2) -- Case Mortality: 0.4% -- Daily Change: -1.4% Cases, -2.4% Deaths
2020-07-31 International: 32

33. Brazil
4,069,245
139,074
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 2020-07-31
0
20,000
40,000
60,000
0
1,000
2,000
3,000
Cases/Day
Deaths/Day
Cases: 2,610,102 (57,837) -- Deaths: 91,263 (1,129) -- Case Mortality: 3.5% -- Daily Change: +4.0% Cases, +0.1% Deaths
2020-07-31 International: 33

34. Chile
416,893
17,404
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 2020-07-31
0
5,000
10,000
15,000
20,000
0
300
600
900
Cases/Day
Deaths/Day
Cases: 353,536 (1,961) -- Deaths: 9,377 (99) -- Case Mortality: 2.7% -- Daily Change: -1.1% Cases, -9.8% Deaths
2020-07-31 International: 34

35. Colombia
540,137
28,822
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 2020-07-31
0
5,000
10,000
15,000
0
250
500
750
Cases/Day
Deaths/Day
Cases: 276,055 (0) -- Deaths: 9,808 (354) -- Case Mortality: 3.6% -- Daily Change: -0.5% Cases, +3.8% Deaths
2020-07-31 International: 35

36. Peru
531,600
49,094
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 2020-07-31
0
20,000
40,000
60,000
80,000
0
1,000
2,000
3,000
4,000
Cases/Day
Deaths/Day
Cases: 400,683 (0) -- Deaths: 18,816 (0) -- Case Mortality: 4.7% -- Daily Change: +0.4% Cases, +0.9% Deaths
2020-07-31 International: 36

37. Mexico
658,378
75,360
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 2020-07-31
0
5,000
10,000
15,000
20,000
0
250
500
750
1,000
Cases/Day
Deaths/Day
Cases: 416,179 (7,730) -- Deaths: 46,000 (639) -- Case Mortality: 11.1% -- Daily Change: +0.5% Cases, +0.1% Deaths
2020-07-31 International: 37

38. Ukraine
97,921
2,374
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
Ukraine projection as of 2020-07-31
0
500
1,000
0
20
40
60
Cases/Day
Deaths/Day
Cases: 70,300 (1,222) -- Deaths: 1,697 (24) -- Case Mortality: 2.4% -- Daily Change: +2.9% Cases, +1.7% Deaths
2020-07-31 International: 38

39. Russia
1,011,698
19,759
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 2020-07-31
0
3,000
6,000
9,000
12,000
0
200
400
600
Cases/Day
Deaths/Day
Cases: 832,993 (5,484) -- Deaths: 13,778 (128) -- Case Mortality: 1.7% -- Daily Change: -1.1% Cases, -0.5% Deaths
2020-07-31 International: 39

40. India
3,502,992
78,545
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 2020-07-31
0
20,000
40,000
0
1,000
2,000
Cases/Day
Deaths/Day
Cases: 1,634,746 (52,783) -- Deaths: 35,718 (763) -- Case Mortality: 2.2% -- Daily Change: +3.0% Cases, +1.5% Deaths
2020-07-31 International: 40

41. Pakistan
322,690
7,497
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 2020-07-31
0
2,000
4,000
6,000
0
100
200
300
Cases/Day
Deaths/Day
Cases: 277,402 (1,114) -- Deaths: 5,924 (32) -- Case Mortality: 2.1% -- Daily Change: -4.7% Cases, -5.0% Deaths
2020-07-31 International: 41