Package ‘COVID19’
November 26, 2021
Type Package
Title COVID-19 Data Hub
Version 3.0.0
Description Unified datasets for a better understanding of COVID-19.
License GPL-3
URL https://covid19datahub.io
BugReports https://github.com/covid19datahub/COVID19/issues
Encoding UTF-8
LazyData true
Depends R (>= 3.5.0), utils, dplyr (>= 1.0.0), tidyr (>= 1.0.0)
Imports remotes, curl, digest, readxl, readr, httr, xml2, jsonlite,
rvest, data.table, R.utils, MMWRweek
Roxygen list(markdown = TRUE)
RoxygenNote 7.1.2
Suggests knitr, rmarkdown
VignetteBuilder knitr
RemoteType github
RemoteHost api.github.com
RemoteRepo COVID19
RemoteUsername covid19datahub
RemoteRef HEAD
RemoteSha 6602077bb88c8edf382a0e7a276dcd52a0af8b10
GithubRepo COVID19
GithubUsername covid19datahub
GithubRef HEAD
GithubSHA1 6602077bb88c8edf382a0e7a276dcd52a0af8b10
NeedsCompilation no
Author Emanuele Guidotti [aut, cre] (<https://orcid.org/0000-0002-8961-6623>),
David Ardia [ctb] (<https://orcid.org/0000-0003-2823-782X>)
Maintainer Emanuele Guidotti <emanuele.guidotti@unine.ch>1

R topics documented:

2

R topics documented:
ABW . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
AFG . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
AGO . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
AIA . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
ALB . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
AND . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
ARE . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
ARG . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
ARM . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
ASM . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
ATG . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
AUS . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
AUT . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
AZE . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
BDI . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
BEL . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
BEN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
BES . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
BFA . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
BGD . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
BGR . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
BHR . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
BHS . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
BIH . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
BLR . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
BLZ . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
BMU . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
BOL . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
BRA . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
BRB . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
BRN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
BTN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
BWA . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
CAC . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
CAF . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
CAN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
CHE . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
CHL . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
CHN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
CIV . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
CMR . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
COD . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
COG . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
COK . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
COL . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
COM . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
CPV . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
CRI . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
CUB . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
CUW . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

6
7
7
8
8
9
9
10
10
11
11
12
12
13
13
14
15
15
16
16
17
17
18
18
19
19
20
20
21
21
22
22
23
23
24
24
25
25
26
27
27
28
28
29
29
30
30
31
31
32

R topics documented:
CYM . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
CYP . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
CZE . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
DEU . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
DJI . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
DMA . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
DNK . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
DOM . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
DPC . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
DZA . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
ECU . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
EGY . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
ERI . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
ESP . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
EST . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
ETH . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
FIN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
FJI . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
FLK . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
FRA . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
FRO . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
FSM . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
GAB . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
GBR . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
GEO . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
GGY . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
GHA . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
GIB . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
GIN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
GLP . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
GMB . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
GNB . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
GNQ . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
GPC . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
GRC . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
GRD . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
GRL . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
GTM . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
GUF . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
GUM . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
GUY . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
HKG . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
HND . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
HRV . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
HTI . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
HUN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
IDN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
IMN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
IND . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
IRL . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
IRN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
IRQ . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

3
32
33
33
34
35
35
36
36
37
37
38
38
39
39
40
40
41
41
42
42
43
43
44
44
45
45
46
46
47
47
48
48
49
49
50
50
51
51
52
52
53
53
54
54
55
55
56
56
57
57
58
58

4

R topics documented:
ISL . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
ISR . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
ITA . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
JAM . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
JEY . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
JOR . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
JPN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
KAZ . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
KEN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
KGZ . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
KHM . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
KIR . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
KNA . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
KOR . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
KWT . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
LAO . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
LBN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
LBR . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
LBY . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
LCA . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
LIE . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
LKA . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
LSO . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
LTU . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
LUX . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
LVA . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
MAC . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
MAR . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
MCO . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
MDA . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
MDG . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
MDV . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
MEX . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
MHL . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
MKD . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
MLI . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
MLT . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
MMR . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
MNE . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
MNG . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
MNP . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
MOZ . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
MRT . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
MSR . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
MTQ . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
MUS . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
MWI . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
MYS . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
MYT . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
NAM . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
NCL . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
NER . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

59
59
60
60
61
61
62
63
63
64
64
65
65
66
66
67
67
68
68
69
69
70
70
71
71
72
72
73
73
74
74
75
75
76
76
77
77
78
78
79
79
80
80
81
81
82
82
83
83
84
84
85

R topics documented:

5

NGA . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 85
NIC . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 86
NIU . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 86
NLD . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 87
NOR . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 87
NPL . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 88
NRU . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 88
NZL . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 89
OMN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 89
PAK . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 90
PAN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 90
PCN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 91
PER . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 91
PHL . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 92
PLW . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 92
PNG . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 93
POL . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 93
PRI . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 94
PRT . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 94
PRY . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 95
PSE . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 95
PYF . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 96
QAT . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 96
REU . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 97
RKS . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 97
ROU . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 98
RUS . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 98
RWA . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 99
SAU . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 99
SDN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 100
SEN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 100
SGP . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 101
SHN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 101
SLB . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 102
SLE . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 102
SLV . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 103
SMR . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 103
SOM . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 104
SRB . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 104
SSD . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 105
STP . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 105
SUR . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 106
SVK . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 106
SVN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 107
SWE . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 107
SWZ . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 108
SXM . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 108
SYC . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 109
SYR . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 109
TCA . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 110
TCD . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 110
TGO . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 111

6ABW
THA . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 111
TJK . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 112
TKL . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 112
TKM . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 113
TLS . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 113
TON . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 114
TTO . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 114
TUN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 115
TUR . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 115
TUV . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 116
TWN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 116
TZA . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 117
UGA . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 117
UKR . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 118
URY . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 118
USA . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 119
UZB . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 119
VAT . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 120
VCT . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 120
VEN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 121
VGB . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 121
VIR . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 122
VNM . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 122
VUT . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 123
WLF . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 123
WSM . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 124
YEM . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 124
ZAF . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 125
ZMB . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 126
ZWE . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 126

Index

127

Aruba

ABW

Description
Aruba
Usage
ABW(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.

AFG

7

Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_ABW.R

AFG

Afghanistan

Description
Afghanistan
Usage
AFG(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_AFG.R

AGO

AngolaDescription
AngolaUsage
AGO(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_AGO.R

8

ALB

Anguilla

AIA

Description
Anguilla
Usage
AIA(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_AIA.R

Albania

ALB

Description
Albania
Usage
ALB(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_ALB.R

AND

9

AndorraAND

Description
AndorraUsage
AND(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_AND.R

United Arab Emirates

ARE

Description
United Arab Emirates
Usage
ARE(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_ARE.R

10

ARM

Argentina

ARG

Description
Argentina
Usage
ARG(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_ARG.R

Armenia

ARM

Description
Armenia
Usage
ARM(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_ARM.R

ASM

11

American Samoa

ASM

Description
American Samoa
Usage
ASM(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• The New York Times: confirmed cases, deaths.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_ASM.R

Antigua and Barbuda

ATG

Description
Antigua and Barbuda
Usage
ATG(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_ATG.R

12

AUT

Australia

AUS

Description
Australia
Usage
AUS(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Matt Bolton: confirmed cases, deaths, recovered, tests, total vaccine doses administered,people with at least one vaccine dose, people fully vaccinated, hospitalizations, intensive
care, patients requiring ventilation.
Level 2:
• Matt Bolton: confirmed cases, deaths, recovered, tests, total vaccine doses administered,people with at least one vaccine dose, people fully vaccinated, hospitalizations, intensive
care, patients requiring ventilation.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_AUS.R

Austria

AUT

Description
Austria
Usage
AUT(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Federal Ministry of Social Affairs, Health, Care and Consumer Protection, Austria: confirmed cases, deaths, recovered, tests, total vaccine doses administered, people with at least
one vaccine dose, people fully vaccinated, hospitalizations, intensive care.
Level 2:

AZE

13
• Federal Ministry of Social Affairs, Health, Care and Consumer Protection, Austria: confirmed cases, deaths, recovered, tests, total vaccine doses administered, people with at least
one vaccine dose, people fully vaccinated, hospitalizations, intensive care.
Level 3:
• Federal Ministry of Social Affairs, Health, Care and Consumer Protection, Austria: confirmed cases, deaths, recovered.

Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_AUT.R

Azerbaijan

AZE

Description
Azerbaijan
Usage
AZE(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_AZE.R

BDI

Description
BurundiUsage
BDI(level)

Burundi14

BEL

Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_BDI.R

Belgium

BEL

Description
Belgium
Usage
BEL(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Sciensano, the Belgian Institute for Health: confirmed cases, deaths, tests, total vaccine doses
administered, people with at least one vaccine dose, people fully vaccinated, hospitalizations,
intensive care, patients requiring ventilation.
• Johns Hopkins Center for Systems Science and Engineering: recovered.
Level 2:• Sciensano, the Belgian Institute for Health: confirmed cases, deaths, tests, total vaccine doses
administered, people with at least one vaccine dose, people fully vaccinated, hospitalizations,
intensive care, patients requiring ventilation.
Level 3:• Sciensano, the Belgian Institute for Health: confirmed cases, tests, total vaccine doses administered, people with at least one vaccine dose, people fully vaccinated, hospitalizations,
intensive care, patients requiring ventilation.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_BEL.R

BEN

15

Benin

BEN

Description
Benin
Usage
BEN(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_BEN.R

Bonaire, Sint Eustatius and Saba

BES

Description
Bonaire, Sint Eustatius and Saba
Usage
BES(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_BES.R

16

BGD

Burkina Faso

BFA

Description
Burkina Faso
Usage
BFA(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_BFA.R

Bangladesh

BGD

Description
Bangladesh
Usage
BGD(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_BGD.R

BGR

17

Bulgaria

BGR

Description
Bulgaria
Usage
BGR(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_BGR.R

Bahrain

BHR

Description
BahrainUsage
BHR(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_BHR.R

18

BIH

BahamasBHS

Description
BahamasUsage
BHS(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_BHS.R

Bosnia and Herzegovina

BIH

Description
Bosnia and Herzegovina
Usage
BIH(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_BIH.R

BLR

19

Belarus

BLR

Description
Belarus
Usage
BLR(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_BLR.R

BelizeBLZ

Description
BelizeUsage
BLZ(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_BLZ.R

20

BOL

BermudaBMU

Description
BermudaUsage
BMU(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_BMU.R

Bolivia

BOL

Description
Bolivia
Usage
BOL(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_BOL.R

BRA

21

BrazilBRA

Description
Brazil
Usage
BRA(level, ...)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Wesley Cota: confirmed cases, deaths, recovered, tests, total vaccine doses administered.
Level 2:• Instituto Brasileiro de Geografia e Estatistica (2020): population.
• Wesley Cota: confirmed cases, deaths, recovered, tests, total vaccine doses administered.
Level 3:• Wesley Cota (2020): population.
• Wesley Cota: confirmed cases, deaths.
• Emanuele Guidotti: total vaccine doses administered, people with at least one vaccine dose,
people fully vaccinated.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_BRA.R

Barbados

BRB

Description
Barbados
Usage
BRB(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.

22

BTN

Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_BRB.R

BRN

Brunei

Description
BruneiUsage
BRN(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_BRN.R

BTN

BhutanDescription
BhutanUsage
BTN(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_BTN.R

BWA

23

Botswana

BWA

Description
Botswana
Usage
BWA(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_BWA.R

Cruise Ship Costa Atlantica

CAC

Description
Cruise Ship Costa Atlantica
Usage
CAC(level)
Data Sources
Level 1:
• Su Wei: confirmed cases, deaths, recovered, tests, hospitalizations.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_CAC.R

24

CAN

CAF

Central African Republic

Description
Central African Republic
Usage
CAF(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_CAF.R

CAN

CanadaDescription
CanadaUsage
CAN(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Public Health Agency of Canada: confirmed cases, deaths, recovered, tests.
• Our World in Data: total vaccine doses administered, people with at least one vaccine dose,
people fully vaccinated, hospitalizations, intensive care.
Level 2:• Public Health Agency of Canada: confirmed cases, deaths, recovered, tests, total vaccine
doses administered, people with at least one vaccine dose, people fully vaccinated.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_CAN.R

CHE

25

Switzerland

CHE

Description
Switzerland
Usage
CHE(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Federal Office of Public Health: confirmed cases, deaths, tests, total vaccine doses administered, people with at least one vaccine dose, people fully vaccinated, hospitalizations, intensive care.
• Johns Hopkins Center for Systems Science and Engineering: recovered.
Level 2:
• Federal Office of Public Health: confirmed cases, deaths, tests, total vaccine doses administered, people with at least one vaccine dose, people fully vaccinated, hospitalizations, intensive care.
• Specialist Unit for Open Government Data Canton of Zurich: recovered, patients requiring
ventilation.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_CHE.R

CHL

Description
Chile
Usage
CHL(level)

Chile

26

CHN

Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Ministerio de Ciencia, Tecnología, Conocimiento, e Innovación: confirmed cases, deaths,
recovered, tests, total vaccine doses administered, people with at least one vaccine dose,
people fully vaccinated, hospitalizations, intensive care, patients requiring ventilation.
Level 2:• Ministerio de Ciencia, Tecnología, Conocimiento, e Innovación: confirmed cases, deaths,
recovered, tests, total vaccine doses administered, people with at least one vaccine dose,
people fully vaccinated, intensive care.
Level 3:• Ministerio de Ciencia, Tecnología, Conocimiento, e Innovación: confirmed cases, deaths,
tests, total vaccine doses administered, people with at least one vaccine dose, people fully
vaccinated.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_CHL.R

China

CHN

Description
China
Usage
CHN(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• World Health Organization: confirmed cases, deaths.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_CHN.R

CIV

27

Cote d’Ivoire

CIV

Description
Cote d’Ivoire
Usage
CIV(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_CIV.R

Cameroon

CMR

Description
Cameroon
Usage
CMR(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_CMR.R

28

COG

Congo (Kinshasa)

COD

Description
Congo (Kinshasa)
Usage
COD(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_COD.R

Congo (Brazzaville)

COG

Description
Congo (Brazzaville)
Usage
COG(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_COG.R

COK

29

Cook Islands

COK

Description
Cook Islands
Usage
COK(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_COK.R

Colombia

COL

Description
Colombia
Usage
COL(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Instituto Nacional de Salud: confirmed cases, deaths, recovered, tests.
• Our World in Data: total vaccine doses administered, people with at least one vaccine dose,
people fully vaccinated, hospitalizations, intensive care.
Level 2:• Instituto Nacional de Salud: confirmed cases, deaths, recovered, tests.
Level 3:• Instituto Nacional de Salud: confirmed cases, deaths, recovered, people with at least one
vaccine dose, people fully vaccinated.

30

CPV

Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_COL.R

COM

Comoros

Description
Comoros
Usage
COM(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_COM.R

CPV

Cabo Verde

Description
Cabo Verde
Usage
CPV(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_CPV.R

CRI

31

Costa Rica

CRI

Description
Costa Rica
Usage
CRI(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_CRI.R

Cuba

CUB

Description
Cuba
Usage
CUB(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_CUB.R

32

CYM

Curaçao

CUW

Description
Curaçao
Usage
CUW(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_CUW.R

Cayman Islands

CYM

Description
Cayman Islands
Usage
CYM(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_CYM.R

CYP

33

CyprusCYP

Description
CyprusUsage
CYP(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_CYP.R

Czech Republic

CZE

Description
Czech Republic
Usage
CZE(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Ministry of Health of the Czech Republic: confirmed cases, deaths, recovered, tests, total
vaccine doses administered, people with at least one vaccine dose, people fully vaccinated,
hospitalizations, intensive care, patients requiring ventilation.
Level 2:• Ministry of Health of the Czech Republic: confirmed cases, deaths, recovered, tests, total
vaccine doses administered, people with at least one vaccine dose, people fully vaccinated.
Level 3:• Ministry of Health of the Czech Republic: confirmed cases, deaths, recovered, tests.

34

DEU

Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_CZE.R

Germany

DEU

Description
Germany

Usage
DEU(level)

Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Robert Koch Institute: confirmed cases, deaths, recovered.
• Robert Koch Institute and the Federal Ministry of Health: total vaccine doses administered,people with at least one vaccine dose, people fully vaccinated.
• Our World in Data: tests, hospitalizations, intensive care.
Level 2:
• Robert Koch Institute: confirmed cases, deaths, recovered.
• Robert Koch Institut: total vaccine doses administered, people with at least one vaccine dose,
people fully vaccinated.
Level 3:• Robert Koch Institute: confirmed cases, deaths, recovered.
• Robert Koch Institut: total vaccine doses administered, people with at least one vaccine dose,
people fully vaccinated.

Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_DEU.R

DJI

35

Djibouti

DJI

Description
Djibouti
Usage
DJI(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_DJI.R

Dominica

DMA

Description
Dominica
Usage
DMA(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_DMA.R

36

DOM

DNK

Denmark

Description
Denmark
Usage
DNK(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Level 2:
• Statens Serum Institut: confirmed cases, deaths, tests, people with at least one vaccine dose,
people fully vaccinated, hospitalizations.
Level 3:• Statens Serum Institut: confirmed cases, tests, people with at least one vaccine dose, people
fully vaccinated.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_DNK.R

DOM

Dominican Republic

Description
Dominican Republic
Usage
DOM(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.

DPC

37

Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_DOM.R

Cruise Ship Diamond Princess

DPC

Description
Cruise Ship Diamond Princess
Usage
DPC(level)
Data Sources
Level 1:• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Wikipedia: confirmed cases, tests.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_DPC.R

Algeria

DZA

Description
Algeria
Usage
DZA(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_DZA.R

38

EGY

EcuadorECU

Description
EcuadorUsage
ECU(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_ECU.R

Egypt

EGY

Description
Egypt
Usage
EGY(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_EGY.R

ERI

39

Eritrea

ERI

Description
Eritrea
Usage
ERI(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_ERI.R

Spain

ESP

Description
Spain
Usage
ESP(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Level 2:• Centro Nacional de Epidemiología: confirmed cases.
Level 3:• Centro Nacional de Epidemiología: confirmed cases, deaths, hospitalizations, intensive care.

40

ETH

Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_ESP.R

EST

Estonia

Description
Estonia
Usage
EST(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_EST.R

ETH

Ethiopia

Description
Ethiopia
Usage
ETH(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_ETH.R

FIN

41

Finland

FIN

Description
FinlandUsage
FIN(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_FIN.R

Fiji

FJI

Description
Fiji
Usage
FJI(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_FJI.R

42

FRA

Falkland Islands

FLK

Description
Falkland Islands
Usage
FLK(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_FLK.R

FranceFRA

Description
FranceUsage
FRA(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Santé Publique France: confirmed cases, deaths, tests, total vaccine doses administered, people with at least one vaccine dose, people fully vaccinated, hospitalizations, intensive care.
• Johns Hopkins Center for Systems Science and Engineering: recovered.
Level 2:
• Santé Publique France: confirmed cases, deaths, tests, total vaccine doses administered, people with at least one vaccine dose, people fully vaccinated, hospitalizations, intensive care.
Level 3:
• Santé Publique France: confirmed cases, deaths, tests, total vaccine doses administered, people with at least one vaccine dose, people fully vaccinated, hospitalizations, intensive care.

FRO

43

Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_FRA.R

FRO

Faroe Islands

Description
Faroe Islands
Usage
FRO(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_FRO.R

FSM

Micronesia

Description
Micronesia
Usage
FSM(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_FSM.R

44

GBR

GAB

Gabon

Description
Gabon
Usage
GAB(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_GAB.R

GBR

United Kingdom

Description
United Kingdom
Usage
GBR(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• UK Health Security Agency: confirmed cases, deaths, tests, total vaccine doses administered,people with at least one vaccine dose, people fully vaccinated, hospitalizations, patients requiring ventilation.
Level 2:
• UK Health Security Agency: confirmed cases, deaths, tests, total vaccine doses administered,people with at least one vaccine dose, people fully vaccinated, hospitalizations, patients requiring ventilation.
Level 3:
• UK Health Security Agency: confirmed cases, deaths, tests, total vaccine doses administered,people with at least one vaccine dose, people fully vaccinated, hospitalizations, patients requiring ventilation.

GEO

45

Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_GBR.R

GEO

Georgia

Description
GeorgiaUsage
GEO(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_GEO.R

GGY

Guernsey

Description
Guernsey
Usage
GGY(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_GGY.R

46

GIB

Ghana

GHA

Description
Ghana
Usage
GHA(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_GHA.R

Gibraltar

GIB

Description
Gibraltar
Usage
GIB(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_GIB.R

GIN

47

GuineaGIN

Description
GuineaUsage
GIN(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_GIN.R

Guadeloupe

GLP

Description
Guadeloupe
Usage
GLP(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Santé Publique France: confirmed cases, deaths, tests, total vaccine doses administered, people with at least one vaccine dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_GLP.R

48

GNB

GambiaGMB

Description
GambiaUsage
GMB(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_GMB.R

Guinea-Bissau

GNB

Description
Guinea-Bissau
Usage
GNB(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_GNB.R

GNQ

49

Equatorial Guinea

GNQ

Description
Equatorial Guinea
Usage
GNQ(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_GNQ.R

Cruise Ship Grand Princess

GPC

Description
Cruise Ship Grand Princess
Usage
GPC(level)
Data Sources
Level 1:• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_GPC.R

50

GRD

GreeceGRC

Description
GreeceUsage
GRC(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_GRC.R

GrenadaGRD

Description
GrenadaUsage
GRD(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_GRD.R

GRL

51

Greenland

GRL

Description
Greenland
Usage
GRL(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_GRL.R

Guatemala

GTM

Description
GuatemalaUsage
GTM(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_GTM.R

52

GUM

French Guiana

GUF

Description
French Guiana
Usage
GUF(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Santé Publique France: confirmed cases, deaths, tests, total vaccine doses administered, people with at least one vaccine dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_GUF.R

Guam

GUM

Description
Guam
Usage
GUM(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• The New York Times: confirmed cases, deaths.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_GUM.R

GUY

53

GuyanaGUY

Description
GuyanaUsage
GUY(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_GUY.R

Hong Kong

HKG

Description
Hong Kong
Usage
HKG(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_HKG.R

54

HRV

Honduras

HND

Description
Honduras
Usage
HND(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_HND.R

Croatia

HRV

Description
Croatia
Usage
HRV(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Croatian Institute of Public Health: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Level 2:
• Croatian Institute of Public Health: confirmed cases, deaths, recovered.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_HRV.R

HTI

55

HTI

Haiti

Description
Haiti
Usage
HTI(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Level 2:• Ministry of Public Health and Population of Haiti: confirmed cases, deaths.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_HTI.R

HUN

Hungary

Description
Hungary
Usage
HUN(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_HUN.R

56

IMN

Indonesia

IDN

Description
Indonesia
Usage
IDN(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_IDN.R

Isle of Man

IMN

Description
Isle of Man
Usage
IMN(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_IMN.R

IND

57

IND

India

Description
India
Usage
IND(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Level 2:• COVID-19 India API: confirmed cases, deaths, recovered, tests, total vaccine doses administered, people with at least one vaccine dose, people fully vaccinated.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_IND.R

IRL

Ireland

Description
IrelandUsage
IRL(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Health Protection Surveillance Centre (HPSC) and Health Service Executive (HSE): confirmed cases, deaths, tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
• Johns Hopkins Center for Systems Science and Engineering: recovered.
Level 2:
• Health Protection Surveillance Centre (HPSC) and Health Service Executive (HSE): confirmed cases, deaths, recovered.

58

IRQ

Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_IRL.R

IRN

Iran

Description
Iran
Usage
IRN(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_IRN.R

IRQ

Iraq

Description
Iraq
Usage
IRQ(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_IRQ.R

ISL

59

Iceland

ISL

Description
IcelandUsage
ISL(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_ISL.R

IsraelISR

Description
IsraelUsage
ISR(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_ISR.R

60

JAM

Italy

ITA

Description
Italy
Usage
ITA(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Ministero della Salute: confirmed cases, deaths, recovered, tests, hospitalizations, intensivecare.
• Commissario straordinario per l’emergenza Covid-19, Presidenza del Consiglio dei Ministri:total vaccine doses administered, people with at least one vaccine dose, people fully vaccinated.
Level 2:• Ministero della Salute: confirmed cases, deaths, recovered, tests, hospitalizations, intensivecare.
• Commissario straordinario per l’emergenza Covid-19, Presidenza del Consiglio dei Ministri:total vaccine doses administered, people with at least one vaccine dose, people fully vaccinated.
Level 3:• Ministero della Salute: confirmed cases.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_ITA.R

JAM

Description
Jamaica
Usage
JAM(level)

JamaicaJEY

61

Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_JAM.R

JerseyJEY

Description
JerseyUsage
JEY(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_JEY.R

JOR

Description
JordanUsage
JOR(level)

Jordan62

JPN

Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_JOR.R

Japan

JPN

Description
Japan
Usage
JPN(level)

Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Su Wei: confirmed cases, deaths, recovered, tests, hospitalizations, intensive care, patientsrequiring ventilation.
• Our World in Data: total vaccine doses administered, people with at least one vaccine dose,
people fully vaccinated.
Level 2:
• Su Wei: confirmed cases, deaths, recovered, tests, hospitalizations, intensive care, patientsrequiring ventilation.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_JPN.R

KAZ

63

Kazakhstan

KAZ

Description
Kazakhstan
Usage
KAZ(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_KAZ.R

Kenya

KEN

Description
Kenya
Usage
KEN(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_KEN.R

64

KHM

Kyrgyzstan

KGZ

Description
Kyrgyzstan
Usage
KGZ(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_KGZ.R

Cambodia

KHM

Description
CambodiaUsage
KHM(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_KHM.R

KIR

65

Kiribati

KIR

Description
Kiribati
Usage
KIR(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_KIR.R

Saint Kitts and Nevis

KNA

Description
Saint Kitts and Nevis
Usage
KNA(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_KNA.R

66

KWT

Korea, South

KOR

Description
Korea, SouthUsage
KOR(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_KOR.R

KuwaitKWT

Description
KuwaitUsage
KWT(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_KWT.R

LAO

67

Laos

LAO

Description
Laos
Usage
LAO(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_LAO.R

Lebanon

LBN

Description
LebanonUsage
LBN(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_LBN.R

68

LBY

Liberia

LBR

Description
Liberia
Usage
LBR(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_LBR.R

Libya

LBY

Description
Libya
Usage
LBY(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_LBY.R

LCA

69

Saint Lucia

LCA

Description
Saint Lucia
Usage
LCA(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_LCA.R

Liechtenstein

LIE

Description
Liechtenstein
Usage
LIE(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Federal Office of Public Health: confirmed cases, deaths, tests, total vaccine doses administered, people with at least one vaccine dose, people fully vaccinated, hospitalizations, intensive care.
• Specialist Unit for Open Government Data Canton of Zurich: recovered, patients requiring
ventilation.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_LIE.R

70

LSO

Sri Lanka

LKA

Description
Sri Lanka
Usage
LKA(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_LKA.R

Lesotho

LSO

Description
LesothoUsage
LSO(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_LSO.R

LTU

71

Lithuania

LTU

Description
Lithuania
Usage
LTU(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Vaidotas Zemlys-Balevicius: confirmed cases, deaths, recovered, tests, total vaccine doses
administered, people with at least one vaccine dose, people fully vaccinated, hospitalizations,
intensive care, patients requiring ventilation.
Level 2:
• Vaidotas Zemlys-Balevicius: confirmed cases, deaths, recovered, tests, total vaccine doses
administered, people with at least one vaccine dose, people fully vaccinated.
Level 3:
• Vaidotas Zemlys-Balevicius: confirmed cases, deaths, recovered, tests, total vaccine doses
administered, people with at least one vaccine dose, people fully vaccinated.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_LTU.R

Luxembourg

LUX

Description
Luxembourg
Usage
LUX(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.

72

MAC

Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_LUX.R

LatviaLVA

Description
LatviaUsage
LVA(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Center for Disease Prevention and Control: confirmed cases, deaths, tests.
• Johns Hopkins Center for Systems Science and Engineering: recovered.
• Our World in Data: total vaccine doses administered, people with at least one vaccine dose,
people fully vaccinated, hospitalizations, intensive care.
Level 3:• Center for Disease Prevention and Control: confirmed cases.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_LVA.R

Macao

MAC

Description
Macao
Usage
MAC(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.

MAR

73

Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_MAC.R

MAR

MoroccoDescription
MoroccoUsage
MAR(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_MAR.R

MCO

MonacoDescription
MonacoUsageMCO(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_MCO.R

74

MDG

Moldova

MDA

Description
Moldova
Usage
MDA(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_MDA.R

Madagascar

MDG

Description
Madagascar
Usage
MDG(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_MDG.R

MDV

75

MDV

Maldives

Description
Maldives
Usage
MDV(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_MDV.R

MEX

MexicoDescription
MexicoUsage
MEX(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Level 2:• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_MEX.R

76

MKD

Marshall Islands

MHL

Description
Marshall Islands
Usage
MHL(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_MHL.R

North Macedonia

MKD

Description
North Macedonia
Usage
MKD(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_MKD.R

MLI

77

Mali

MLI

Description
Mali
Usage
MLI(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_MLI.R

Malta

MLT

Description
Malta
Usage
MLT(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_MLT.R

78

MNE

Burma

MMR

Description
Burma
Usage
MMR(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_MMR.R

Montenegro

MNE

Description
Montenegro
Usage
MNE(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_MNE.R

MNG

79

Mongolia

MNG

Description
Mongolia
Usage
MNG(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_MNG.R

Northern Mariana Islands

MNP

Description
Northern Mariana Islands
Usage
MNP(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• The New York Times: confirmed cases, deaths.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_MNP.R

80

MRT

Mozambique

MOZ

Description
Mozambique
UsageMOZ(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_MOZ.R

Mauritania

MRT

Description
Mauritania
Usage
MRT(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_MRT.R

MSR

81

Montserrat

MSR

DescriptionMontserrat
Usage
MSR(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_MSR.R

Martinique

MTQ

Description
Martinique
Usage
MTQ(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Santé Publique France: confirmed cases, deaths, tests, total vaccine doses administered, people with at least one vaccine dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_MTQ.R

82

MWI

MauritiusMUS

Description
Mauritius
Usage
MUS(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_MUS.R

Malawi

MWI

Description
MalawiUsage
MWI(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_MWI.R

MYS

83

Malaysia

MYS

Description
Malaysia
Usage
MYS(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_MYS.R

MayotteMYT

Description
MayotteUsage
MYT(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Santé Publique France: confirmed cases, deaths, tests, total vaccine doses administered, people with at least one vaccine dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_MYT.R

84

NCL

Namibia

NAM

Description
NamibiaUsage
NAM(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_NAM.R

New Caledonia

NCL

Description
New Caledonia
Usage
NCL(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_NCL.R

NER

85

Niger

NER

Description
Niger
Usage
NER(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_NER.R

Nigeria

NGA

Description
Nigeria
Usage
NGA(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_NGA.R

86

NIU

Nicaragua

NIC

Description
Nicaragua
Usage
NIC(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_NIC.R

Niue

NIU

Description
Niue
Usage
NIU(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_NIU.R

NLD

87

NLD

Netherlands

Description
Netherlands
Usage
NLD(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• National Institute for Public Health and the Environment: confirmed cases, deaths.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Level 2:• National Institute for Public Health and the Environment: confirmed cases, deaths.
Level 3:• National Institute for Public Health and the Environment: confirmed cases, deaths.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_NLD.R

NOR

NorwayDescription
NorwayUsage
NOR(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_NOR.R

88

NRU

Nepal

NPL

Description
Nepal
Usage
NPL(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_NPL.R

Nauru

NRU

Description
Nauru
Usage
NRU(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_NRU.R

NZL

89

New Zealand

NZL

Description
New ZealandUsage
NZL(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_NZL.R

Oman

OMN

Description
Oman
Usage
OMN(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_OMN.R

90

PAN

PAK

Pakistan

Description
Pakistan
Usage
PAK(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Level 2:• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_PAK.R

PAN

PanamaDescription
PanamaUsage
PAN(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_PAN.R

PCN

91

PCN

Pitcairn

Description
Pitcairn
Usage
PCN(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_PCN.R

PER

Peru

Description
Peru
Usage
PER(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Jesus M. Castagnetto: confirmed cases, deaths, recovered, tests, hospitalizations, intensive
care, patients requiring ventilation.
• Ministerio de Salud: total vaccine doses administered, people with at least one vaccine dose,
people fully vaccinated.
Level 2:
• Jesus M. Castagnetto: confirmed cases, deaths, recovered, tests.
• Ministerio de Salud: total vaccine doses administered, people with at least one vaccine dose,
people fully vaccinated.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_PER.R

92

PLW

Philippines

PHL

Description
Philippines
Usage
PHL(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_PHL.R

Palau

PLW

Description
Palau
Usage
PLW(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_PLW.R

PNG

93

Papua New Guinea

PNG

Description
Papua New Guinea
Usage
PNG(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_PNG.R

PolandPOL

Description
PolandUsage
POL(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_POL.R

94

PRT

Puerto Rico

PRI

Description
Puerto Rico
Usage
PRI(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• The New York Times: confirmed cases, deaths.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_PRI.R

Portugal

PRT

Description
Portugal
Usage
PRT(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Data Science for Social Good Portugal: confirmed cases, deaths, recovered, hospitalizations,
intensive care.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated.
Level 2:
• Data Science for Social Good Portugal: confirmed cases, deaths.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_PRT.R

PRY

95

Paraguay

PRY

Description
Paraguay
Usage
PRY(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_PRY.R

West Bank and Gaza

PSE

Description
West Bank and Gaza
Usage
PSE(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_PSE.R

96

QAT

French Polynesia

PYF

Description
French Polynesia
Usage
PYF(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_PYF.R

Qatar

QAT

Description
Qatar
Usage
QAT(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_QAT.R

REU

97

RéunionREU

Description
RéunionUsage
REU(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Santé Publique France: confirmed cases, deaths, tests, total vaccine doses administered, people with at least one vaccine dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_REU.R

KosovoRKS

Description
KosovoUsage
RKS(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_RKS.R

98

RUS

ROU

Romania

Description
Romania
Usage
ROU(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_ROU.R

RUS

RussiaDescription
RussiaUsage
RUS(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Level 2:• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_RUS.R

RWA

99

RwandaRWA

Description
RwandaUsage
RWA(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_RWA.R

Saudi Arabia

SAU

Description
Saudi Arabia
Usage
SAU(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_SAU.R

100

SEN

Sudan

SDN

Description
Sudan
Usage
SDN(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_SDN.R

SenegalSEN

Description
SenegalUsage
SEN(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_SEN.R

SGP

101

Singapore

SGP

Description
Singapore
Usage
SGP(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_SGP.R

Saint Helena, Ascension and Tristan da Cunha

SHN

Description
Saint Helena, Ascension and Tristan da Cunha
Usage
SHN(level)
Data Sources
Level 1:• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_SHN.R

102

SLE

Solomon Islands

SLB

Description
Solomon Islands
Usage
SLB(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_SLB.R

Sierra Leone

SLE

Description
Sierra Leone
Usage
SLE(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_SLE.R

SLV

103

El Salvador

SLV

Description
El Salvador
Usage
SLV(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_SLV.R

San Marino

SMR

Description
San Marino
Usage
SMR(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_SMR.R

104

SRB

Somalia

SOM

Description
Somalia
Usage
SOM(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_SOM.R

SerbiaSRB

Description
SerbiaUsage
SRB(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_SRB.R

SSD

105

South Sudan

SSD

Description
South Sudan
Usage
SSD(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_SSD.R

Sao Tome and Principe

STP

Description
Sao Tome and Principe
Usage
STP(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_STP.R

106

SVK

Suriname

SUR

Description
Suriname
Usage
SUR(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_SUR.R

Slovakia

SVK

Description
Slovakia
Usage
SVK(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_SVK.R

SVN

107

SVN

Slovenia

Description
Slovenia
Usage
SVN(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Ministry of Health and National Institute for Public health: confirmed cases, deaths, tests,
hospitalizations, intensive care.
• Johns Hopkins Center for Systems Science and Engineering: recovered.
• Our World in Data: total vaccine doses administered, people with at least one vaccine dose,
people fully vaccinated.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_SVN.R

SWE

SwedenDescription
SwedenUsage
SWE(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Public Health Agency of Sweden: confirmed cases, deaths.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Level 2:• Public Health Agency of Sweden: confirmed cases.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_SWE.R

108

SXM

Eswatini

SWZ

Description
Eswatini
Usage
SWZ(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_SWZ.R

Sint Maarten

SXM

Description
Sint Maarten
Usage
SXM(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_SXM.R

SYC

109

Seychelles

SYC

Description
Seychelles
Usage
SYC(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_SYC.R

Syria

SYR

Description
Syria
Usage
SYR(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_SYR.R

110

TCD

Turks and Caicos Islands

TCA

Description
Turks and Caicos Islands
Usage
TCA(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_TCA.R

Chad

TCD

Description
Chad
Usage
TCD(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_TCD.R

TGO

111

TGO

Togo

Description
Togo
Usage
TGO(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_TGO.R

THA

ThailandDescription
ThailandUsage
THA(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Department of Disease Control, Thailand Ministry of Public Health: confirmed cases, deaths.
• Johns Hopkins Center for Systems Science and Engineering: recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Level 2:
• Department of Disease Control, Thailand Ministry of Public Health: confirmed cases, deaths.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_THA.R

112

TKL

Tajikistan

TJK

Description
Tajikistan
Usage
TJK(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_TJK.R

Tokelau

TKL

Description
TokelauUsage
TKL(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_TKL.R

TKM

113

Turkmenistan

TKM

Description
Turkmenistan
Usage
TKM(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_TKM.R

Timor-Leste

TLS

Description
Timor-Leste
Usage
TLS(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_TLS.R

114

TTO

Tonga

TON

Description
Tonga
Usage
TON(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_TON.R

Trinidad and Tobago

TTO

Description
Trinidad and Tobago
Usage
TTO(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_TTO.R

TUN

115

Tunisia

TUN

Description
Tunisia
Usage
TUN(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_TUN.R

TurkeyTUR

Description
TurkeyUsage
TUR(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Ozan Erturk: intensive care, patients requiring ventilation.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_TUR.R

116

TWN

TUV

TuvaluDescription
TuvaluUsage
TUV(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_TUV.R

TWN

TaiwanDescription
TaiwanUsage
TWN(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Ministry of Health and Welfare of Taiwan: confirmed cases, tests.
• Johns Hopkins Center for Systems Science and Engineering: deaths, recovered.
• Our World in Data: total vaccine doses administered, people with at least one vaccine dose,
people fully vaccinated, hospitalizations, intensive care.
Level 2:• Ministry of Health and Welfare of Taiwan: confirmed cases.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_TWN.R

TZA

117

Tanzania

TZA

Description
Tanzania
Usage
TZA(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_TZA.R

UgandaUGA

Description
UgandaUsage
UGA(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_UGA.R

118

URY

UKR

UkraineDescription
UkraineUsage
UKR(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Level 2:• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_UKR.R

URY

Uruguay

Description
Uruguay
Usage
URY(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_URY.R

USA

119

United States

USA

Description
United States
Usage
USA(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• The New York Times: confirmed cases, deaths.
• Johns Hopkins Center for Systems Science and Engineering: recovered.
• Our World in Data: tests, hospitalizations, intensive care.
• Centers for Disease Control and Prevention: total vaccine doses administered, people with atleast one vaccine dose, people fully vaccinated.
Level 2:• The New York Times: confirmed cases, deaths.
• U.S. Department of Health & Human Services: tests, hospitalizations, intensive care.
• The COVID Tracking Project: recovered, patients requiring ventilation.
• Centers for Disease Control and Prevention: total vaccine doses administered, people with atleast one vaccine dose, people fully vaccinated.
Level 3:• The New York Times: confirmed cases, deaths.
• Centers for Disease Control and Prevention: total vaccine doses administered, people with atleast one vaccine dose, people fully vaccinated.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_USA.R

UZB

Description
Uzbekistan
Usage
UZB(level)

Uzbekistan

120

VCT

Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_UZB.R

Holy See

VAT

Description
Holy See
Usage
VAT(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_VAT.R

VCTSaint Vincent and the Grenadines

Description
Saint Vincent and the Grenadines
Usage
VCT(level)

VEN

121

Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_VCT.R

Venezuela

VEN

Description
Venezuela
Usage
VEN(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_VEN.R

VGB

Description
British Virgin Islands
Usage
VGB(level)

British Virgin Islands

122

VNM

Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_VGB.R

Virgin Islands, U.S.

VIR

Description
Virgin Islands, U.S.
Usage
VIR(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• The New York Times: confirmed cases, deaths.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_VIR.R

VNM

Description
VietnamUsage
VNM(level)

VietnamVUT

123

Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_VNM.R

Vanuatu

VUT

Description
Vanuatu
Usage
VUT(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_VUT.R

WLF

Description
Wallis and Futuna
Usage
WLF(level)

Wallis and Futuna

124

YEM

Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_WLF.R

Samoa

WSM

Description
Samoa
Usage
WSM(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_WSM.R

YEM

Description
Yemen
Usage
YEM(level)

Yemen

ZAF

125

Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_YEM.R

South Africa

ZAF

Description
South Africa
Usage
ZAF(level)

Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Data Science for Social Impact research group, University of Pretoria: confirmed cases,
deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Level 2:
• Data Science for Social Impact research group, University of Pretoria: confirmed cases,
deaths, recovered, tests.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_ZAF.R

126

ZWE

ZambiaZMB

Description
ZambiaUsage
ZMB(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_ZMB.R

Zimbabwe

ZWE

Description
Zimbabwe
Usage
ZWE(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_ZWE.R

Index
COG, 28
COK, 29
COL, 29
COM, 30
CPV, 30
CRI, 31
CUB, 31
CUW, 32
CYM, 32
CYP, 33
CZE, 33

ABW, 6
AFG, 7
AGO, 7
AIA, 8
ALB, 8
AND, 9ARE, 9
ARG, 10
ARM, 10
ASM, 11
ATG, 11
AUS, 12
AUT, 12
AZE, 13

DEU, 34
DJI, 35
DMA, 35
DNK, 36
DOM, 36
DPC, 37
DZA, 37

BDI, 13
BEL, 14
BEN, 15
BES, 15
BFA, 16
BGD, 16
BGR, 17
BHR, 17
BHS, 18
BIH, 18
BLR, 19
BLZ, 19
BMU, 20
BOL, 20
BRA, 21
BRB, 21
BRN, 22
BTN, 22
BWA, 23

ECU, 38
EGY, 38
ERI, 39
ESP, 39
EST, 40
ETH, 40
FIN, 41
FJI, 41
FLK, 42
FRA, 42
FRO, 43
FSM, 43
GAB, 44
GBR, 44
GEO, 45
GGY, 45
GHA, 46
GIB, 46
GIN, 47
GLP, 47
GMB, 48
GNB, 48

CAC, 23
CAF, 24
CAN, 24
CHE, 25
CHL, 25
CHN, 26
CIV, 27
CMR, 27
COD, 28
127

128
GNQ, 49
GPC, 49
GRC, 50
GRD, 50
GRL, 51
GTM, 51
GUF, 52
GUM, 52
GUY, 53
HKG, 53
HND, 54
HRV, 54
HTI, 55
HUN, 55
IDN, 56
IMN, 56
IND, 57
IRL, 57
IRN, 58
IRQ, 58
ISL, 59
ISR, 59
ITA, 60
JAM, 60
JEY, 61
JOR, 61
JPN, 62
KAZ, 63
KEN, 63
KGZ, 64
KHM, 64
KIR, 65
KNA, 65
KOR, 66
KWT, 66
LAO, 67
LBN, 67
LBR, 68
LBY, 68
LCA, 69
LIE, 69
LKA, 70
LSO, 70
LTU, 71
LUX, 71
LVA, 72

INDEX
MCO, 73
MDA, 74
MDG, 74
MDV, 75
MEX, 75
MHL, 76
MKD, 76
MLI, 77
MLT, 77
MMR, 78
MNE, 78
MNG, 79
MNP, 79
MOZ, 80
MRT, 80
MSR, 81
MTQ, 81
MUS, 82
MWI, 82
MYS, 83
MYT, 83
NAM, 84
NCL, 84
NER, 85
NGA, 85
NIC, 86
NIU, 86
NLD, 87
NOR, 87
NPL, 88
NRU, 88
NZL, 89
OMN, 89
PAK, 90
PAN, 90
PCN, 91
PER, 91
PHL, 92
PLW, 92
PNG, 93
POL, 93
PRI, 94
PRT, 94
PRY, 95
PSE, 95
PYF, 96
QAT, 96

MAC, 72
MAR, 73

REU, 97

INDEX
RKS, 97
ROU, 98
RUS, 98
RWA, 99
SAU, 99
SDN, 100
SEN, 100
SGP, 101
SHN, 101
SLB, 102
SLE, 102
SLV, 103
SMR, 103
SOM, 104
SRB, 104
SSD, 105
STP, 105
SUR, 106
SVK, 106
SVN, 107
SWE, 107
SWZ, 108
SXM, 108
SYC, 109
SYR, 109
TCA, 110
TCD, 110
TGO, 111
THA, 111
TJK, 112
TKL, 112
TKM, 113
TLS, 113
TON, 114
TTO, 114
TUN, 115
TUR, 115
TUV, 116
TWN, 116
TZA, 117
UGA, 117
UKR, 118
URY, 118
USA, 119UZB, 119
VAT, 120
VCT, 120
VEN, 121
VGB, 121

129
VIR, 122
VNM, 122
VUT, 123
WLF, 123
WSM, 124
YEM, 124
ZAF, 125
ZMB, 126
ZWE, 126