Package ‘COVID19’
March 27, 2023
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 7.2.1
Suggests knitr, rmarkdown
VignetteBuilder knitr
RemoteType github
RemoteHost api.github.com
RemoteRepo COVID19
RemoteUsername covid19datahub
RemoteRef HEAD
RemoteSha ec8865dfd854026dfff46d1e280a231c3190c02d
GithubRepo COVID19
GithubUsername covid19datahub
GithubRef HEAD
GithubSHA1 ec8865dfd854026dfff46d1e280a231c3190c02d
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
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11
11
12
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13
14
14
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16
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17
17
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19
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23
23
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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
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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 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

60
60
61
62
62
63
63
64
64
65
65
66
66
67
67
68
68
69
69
70
70
71
71
72
72
73
74
74
75
75
76
76
77
77
78
78
79
79
80
80
81
81
82
82
83
83
84
84
85
85
86
86

R topics documented:

5

NGA . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 87
NIC . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 87
NIU . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 88
NLD . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 88
NOR . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 89
NPL . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 89
NRU . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 90
NZL . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 90
OMN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 91
PAK . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 91
PAN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 92
PCN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 92
PER . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 93
PHL . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 93
PLW . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 94
PNG . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 94
POL . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 95
PRI . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 95
PRT . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 96
PRY . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 96
PSE . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 97
PYF . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 97
QAT . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 98
REU . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 98
RKS . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 99
ROU . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 99
RUS . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 100
RWA . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 100
SAU . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 101
SDN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 101
SEN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 102
SGP . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 102
SHN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 103
SLB . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 103
SLE . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 104
SLV . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 104
SMR . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 105
SOM . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 105
SRB . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 106
SSD . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 106
STP . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 107
SUR . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 107
SVK . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 108
SVN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 108
SWE . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 109
SWZ . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 109
SXM . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 110
SYC . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 110
SYR . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 111
TCA . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 111
TCD . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 112
TGO . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 112

6ABW
THA . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 113
TJK . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 113
TKL . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 114
TKM . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 114
TLS . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 115
TON . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 115
TTO . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 116
TUN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 116
TUR . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 117
TUV . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 117
TWN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 118
TZA . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 118
UGA . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 119
UKR . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 119
URY . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 120
USA . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 120
UZB . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 121
VAT . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 122
VCT . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 122
VEN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 123
VGB . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 123
VIR . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 124
VNM . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 124
VUT . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 125
WLF . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 125
WSM . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 126
YEM . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 126
ZAF . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 127
ZMB . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 127
ZWE . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 128

Index

129

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: 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.
Level 2:• Ministry of Public Health Afghanistan (2020): population.
• Afghanistan Ministry of Health: confirmed cases, deaths, recovered, tests.
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.

8

ALB

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

AIA

Anguilla

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

ALBAlbania

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.
Level 2:
• Statoids (2010): population.
• Argentine Ministry of Health: confirmed cases, deaths, tests, total vaccine doses administered, people with at least one vaccine dose, people fully vaccinated.
Level 3:• Statoids (2010), Wikipedia (2010): population.
• Argentine Ministry of Health: 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_ARG.R

ARM

Description
Armenia
Usage
ARM(level)

ArmeniaASM

11Data 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

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

ATG

Description
Antigua and Barbuda
Usage
ATG(level)

Antigua and Barbuda

12

AUS

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

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:• Australian Bureau of Statistics (2019): 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.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_AUS.R

AUT

13

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:
• Federal Ministry of Social Affairs, Health, Care and Consumer Protection, Austria (2020):
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 3:
• Federal Ministry of Social Affairs, Health, Care and Consumer Protection, Austria (2020):
population.
• 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

AZE

Description
Azerbaijan
Usage
AZE(level)

Azerbaijan

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_AZE.R

BurundiBDI

Description
BurundiUsage
BDI(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_BDI.R

BEL

Description
Belgium
Usage
BEL(level)

BelgiumBEN

15

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:
• Statbel, Belgium in Figures (2019): 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.
Level 3:• Johns Hopkins Center for Systems Science and Engineering (2021): population.
• 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

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

16

BFA

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

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

BGD

17

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

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

18

BHS

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

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

BIH

19

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

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

20

BMU

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

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: 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

BOL

21

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

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 - IBGE (2020): population.
• Wesley Cota: confirmed cases, deaths, recovered, tests, total vaccine doses administered.
Level 3:• Wesley Cota (2020): population.
• Wesley Cota: confirmed cases, deaths.
• Wesley Cota: total vaccine doses administered, people with at least one vaccine dose, people
fully vaccinated.

22

BRN

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

BRB

Barbados

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.
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

23

BhutanBTN

Description
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

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

24

CAF

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

Central African Republic

CAF

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

25

CanadaCAN

Description
CanadaUsage
CAN(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Public Health Agency of Canada: confirmed cases, deaths, tests.
• Our World in Data: total vaccine doses administered, people with at least one vaccine dose,
people fully vaccinated, hospitalizations, intensive care.
Level 2:• Canada’s National Statistical Agency (2020): population.
• Public Health Agency of Canada: 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_CAN.R

Switzerland

CHE

Description
Switzerland
Usage
CHE(level)
Data Sources
Level 1:
• Swiss Federal Statistical Office (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:

26

CHL
• Swiss Federal Statistical Office (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_CHE.R

Chile

CHL

Description
Chile
Usage
CHL(level)
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 (2020): 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, intensive care.
Level 3:• Ministerio de Ciencia, Tecnología, Conocimiento e Innovación (2020): population.
• 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

CHN

27

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

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

28

COD

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

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

COG

29

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

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

30

COM

COL

Colombia

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:
• Wikipedia (2018): population.
• Instituto Nacional de Salud: confirmed cases, deaths, recovered, tests.
Level 3:• Johns Hopkins Center for Systems Science and Engineering: population.
• Instituto Nacional de Salud: confirmed cases, deaths, recovered, people with at least one
vaccine dose, people fully vaccinated.
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: total vaccine doses administered, people with at least one vaccine dose,
people fully vaccinated, hospitalizations, intensive care.

CPV

31

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

Costa Rica

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

32

CUW

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

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: 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

CYM

33

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: 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

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

34

DEU

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:
• Czech Statistical Office (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.
Level 3:• Statoids (2011): population.
• Ministry of Health of the Czech Republic: confirmed cases, deaths, recovered, tests.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_CZE.R

DEU

Description
Germany
Usage
DEU(level)

GermanyDJI

35

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:
• Statoids (2021): population.
• 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:• Johns Hopkins Center for Systems Science and Engineering (2021): population.
• 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

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

36

DNK

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

Denmark

DNK

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:
• Statoids (2005): population.
• Statens Serum Institut: confirmed cases, deaths, tests, people with at least one vaccine dose,
people fully vaccinated, hospitalizations.

DOM

37
Level 3:• Statoids (2005): population.
• 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

Dominican Republic

DOM

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.
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.

38

ECU

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

DZA

Algeria

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: 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

ECU

EcuadorDescription
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

EGY

39

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

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

40

EST

ESP

Spain

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:• Johns Hopkins Center for Systems Science and Engineering (2021): population.
• Centro Nacional de Epidemiología: confirmed cases.
Level 3:• Statoids (2011): population.
• Centro Nacional de Epidemiología: confirmed cases, deaths, hospitalizations, intensive care.
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.

ETH

41

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

Finland

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

42

FLK

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

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

FRA

43

FranceFRA

Description
FranceUsage
FRA(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Santé Publique France: 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: confirmed cases, deaths, recovered.
Level 2:
• Santé publique France (2020): 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.
Level 3:
• Santé publique France (2020): 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_FRA.R

FRO

Description
Faroe Islands
Usage
FRO(level)

Faroe Islands

44

GAB

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

Micronesia

FSM

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

GAB

Description
Gabon
Usage
GAB(level)

Gabon

GBR

45

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

United Kingdom

GBR

Description
United Kingdom
Usage
GBR(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• UK Health Security Agency: tests, total vaccine doses administered, people with at least one
vaccine dose, people fully vaccinated, hospitalizations, patients requiring ventilation.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
Level 2:
• Office for National Statistics (2021): 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 3:
• Office for National Statistics (2021): 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.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_GBR.R

46

GGY

Georgia

GEO

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

Guernsey

GGY

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

GHA

47

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

48

GLP

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

GMB

49

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

50

GPC

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

GRC

51

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

52

GTM

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

GUF

53

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

54

HKG

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

HND

55

HND

Honduras

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

HRV

Croatia

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 Bureau of Statistics: population.
• Croatian Institute of Public Health: confirmed cases, deaths, recovered.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_HRV.R

56

HUN

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:
• Wikipedia (2015): population.
• 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

IDN

57

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

58

IRL

India

IND

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:
• Wikipedia (2013): population.
• 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

Ireland

IRL

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.

IRN

59
Level 2:• Ireland Health Protection Surveillance Centre (HPSC) and Health Service Executive (HSE)(2020): population.
• Health Protection Surveillance Centre (HPSC) and Health Service Executive (HSE): confirmed cases, deaths, recovered.

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

Iran

IRN

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

Description
Iraq
Usage
IRQ(level)

Iraq

60

ISR

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

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

ISR

Description
IsraelUsage
ISR(level)

IsraelITA

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_ISR.R

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:• Istituto Nazionale di Statistica, Italia (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 3:• Istituto Nazionale di Statistica, Italia (2018): population.
• Ministero della Salute: confirmed cases.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_ITA.R

62

JEY

Jamaica

JAM

Description
Jamaica
Usage
JAM(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_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

63

JOR

JordanDescription
JordanUsage
JOR(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_JOR.R

JPN

Japan

Description
Japan
Usage
JPN(level)
Data Sources
Level 1:• Japan COVID-19 Bulletin Board (2020): population.
• Hirokazu Takaya: confirmed cases, deaths, recovered, tests, total vaccine doses administered,people with at least one vaccine dose, people fully vaccinated, hospitalizations, intensive
care.
Level 2:• Japan COVID-19 Bulletin Board (2020): population.
• Hirokazu Takaya: confirmed cases, deaths, recovered, tests, hospitalizations, intensive care.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_JPN.R

64

KEN

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

KGZ

65

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

66

KNA

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

KOR

67

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

68

LBN

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

LBR

69

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

70

LIE

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

LKA

71

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

72

LUX

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 (2020): population.
• 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 (2020): population.
• 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

LUX

Description
Luxembourg
Usage
LUX(level)

Luxembourg

LVA

73

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_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:• Oficialas statistikas portals (2019): population.
• Center for Disease Prevention and Control: confirmed cases.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_LVA.R

74

MAR

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

MoroccoMAR

Description
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

75

MonacoMCO

Description
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

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

76

MDV

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

Maldives

MDV

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

77

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:
• Statoids (2010): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_MEX.R

MHLMarshall Islands

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

78

MLI

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

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

MLT

79

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

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

80

MNG

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

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

MNP

81

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

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

82

MSR

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

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

MTQ

83

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

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

84

MYS

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

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

MYT

85

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

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

86

NER

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

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

NGA

87

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

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.
• 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

88

NLD

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

Netherlands

NLD

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:
• Statistics Netherlands (2020): population.
• National Institute for Public Health and the Environment: confirmed cases, deaths.
Level 3:• Statistics Netherlands (2020): population.
• National Institute for Public Health and the Environment: confirmed cases, deaths.

NOR

89

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

NPL

Nepal

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

90

NZL

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

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

OMN

91

OMN

Oman

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

PAKPakistan

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: population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_PAK.R

92

PCN

PanamaPAN

Description
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

Pitcairn

PCN

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

93

Peru

PER

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:• COVID-19 Peru Data Repository (2019): population.
• 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

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.

94

PNG

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

PLW

Palau

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

Papua New Guinea

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

POL

95

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

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

96

PRY

Portugal

PRT

Description
Portugal
Usage
PRT(level)
Data Sources
Level 1:
• World Bank Open Data (2018): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
• Data Science for Social Good Portugal: hospitalizations, intensive care.
• Our World in Data: tests, total vaccine doses administered, people with at least one vaccine
dose, people fully vaccinated.
Level 2:
• AICEP Portugal Global (2014): population.
• Data Science for Social Good Portugal: confirmed cases, deaths.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_PRT.R

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.

PSE

97

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

PSE

West Bank and Gaza

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

PYF

French Polynesia

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

98

REU

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

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

RKS

99

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

Romania

ROU

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

100

RWA

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:
• Wikipedia (2010): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_RUS.R

RWA

RwandaDescription
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

SAU

101

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

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

102

SGP

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

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

SHN

103

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

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

104

SLV

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

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

SMR

105

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

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

106

SSD

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

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

STP

107

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: 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

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

108

SVN

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

Slovenia

SVN

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

109

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:
• Statoids (2006): population.
• Public Health Agency of Sweden: confirmed cases.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_SWE.R

SWZ

Eswatini

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

110

SYC

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

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

SYR

111

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

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

112

TGO

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

Togo

TGO

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

113

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:
• Statoids (2010): population.
• Department of Disease Control, Thailand Ministry of Public Health: confirmed cases, deaths.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_THA.R

TJK

Tajikistan

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

114

TKM

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

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

TLS

115

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

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

116

TUN

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

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

TUR

117

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

TuvaluTUVDescription
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

118

TZA

TWN

TaiwanDescription
TaiwanUsage
TWN(level)
Data Sources
Level 1:• CIA - Central Intelligence Agency (2020): 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:• City populations worldwide (2016): population.
• Ministry of Health and Welfare of Taiwan: confirmed cases.
Sourcehttps://github.com/covid19datahub/COVID19/blob/master/R/iso_TWN.R

TZA

Tanzania

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

UGA

119

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

UkraineUKR

Description
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:
• Statoids (2001): population.
• Johns Hopkins Center for Systems Science and Engineering: confirmed cases, deaths, recovered.

120

USA

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

Uruguay

URY

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

United States

USA

Description
United States
Usage
USA(level)
Data Sources
Level 1:• Johns Hopkins Center for Systems Science and Engineering (2020): 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.

UZB

121
Level 2:• Johns Hopkins Center for Systems Science and Engineering (2020): population.
• 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:• Johns Hopkins Center for Systems Science and Engineering (2020): population.
• The New York Times: confirmed cases, deaths.
• Centers for Disease Control and Prevention: people with at least one vaccine dose, people
fully vaccinated.

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

Uzbekistan

UZB

Description
Uzbekistan
Usage
UZB(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_UZB.R

122

VCT

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

Saint Vincent and the Grenadines

VCT

Description
Saint Vincent and the Grenadines
Usage
VCT(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_VCT.R

VEN

123

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

British Virgin Islands

VGB

Description
British Virgin Islands
Usage
VGB(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_VGB.R

124

VNM

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

Vietnam

VNM

Description
VietnamUsage
VNM(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_VNM.R

VUT

125

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

Wallis and Futuna

WLF

Description
Wallis and Futuna
Usage
WLF(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_WLF.R

126

YEM

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

Yemen

YEM

Description
Yemen
Usage
YEM(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_YEM.R

ZAF

127

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:
• Wikipedia (2018): population.
• 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

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.

128

ZWE

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, 29
COK, 29
COL, 30
COM, 30
CPV, 31
CRI, 31
CUB, 32
CUW, 32
CYM, 33
CYP, 33
CZE, 34

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

DEU, 34
DJI, 35
DMA, 36
DNK, 36
DOM, 37
DPC, 37
DZA, 38

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

ECU, 38
EGY, 39
ERI, 39
ESP, 40
EST, 40
ETH, 41
FIN, 41
FJI, 42
FLK, 42
FRA, 43
FRO, 43
FSM, 44
GAB, 44
GBR, 45
GEO, 46
GGY, 46
GHA, 47
GIB, 47
GIN, 48
GLP, 48
GMB, 49
GNB, 49

CAC, 24
CAF, 24
CAN, 25
CHE, 25
CHL, 26
CHN, 27
CIV, 27
CMR, 28
COD, 28129

130
GNQ, 50
GPC, 50
GRC, 51
GRD, 51
GRL, 52
GTM, 52
GUF, 53
GUM, 53
GUY, 54
HKG, 54
HND, 55
HRV, 55
HTI, 56
HUN, 56
IDN, 57
IMN, 57
IND, 58
IRL, 58
IRN, 59
IRQ, 59
ISL, 60
ISR, 60
ITA, 61
JAM, 62
JEY, 62
JOR, 63
JPN, 63
KAZ, 64
KEN, 64
KGZ, 65
KHM, 65
KIR, 66
KNA, 66
KOR, 67
KWT, 67
LAO, 68
LBN, 68
LBR, 69
LBY, 69
LCA, 70
LIE, 70
LKA, 71
LSO, 71
LTU, 72
LUX, 72
LVA, 73

INDEX
MCO, 75
MDA, 75
MDG, 76
MDV, 76
MEX, 77
MHL, 77
MKD, 78
MLI, 78
MLT, 79
MMR, 79
MNE, 80
MNG, 80
MNP, 81
MOZ, 81
MRT, 82
MSR, 82
MTQ, 83
MUS, 83
MWI, 84
MYS, 84
MYT, 85
NAM, 85
NCL, 86
NER, 86
NGA, 87
NIC, 87
NIU, 88
NLD, 88
NOR, 89
NPL, 89
NRU, 90
NZL, 90
OMN, 91
PAK, 91
PAN, 92
PCN, 92
PER, 93
PHL, 93
PLW, 94
PNG, 94
POL, 95
PRI, 95
PRT, 96
PRY, 96
PSE, 97
PYF, 97
QAT, 98

MAC, 74
MAR, 74

REU, 98

INDEX
RKS, 99
ROU, 99
RUS, 100
RWA, 100
SAU, 101
SDN, 101
SEN, 102
SGP, 102
SHN, 103
SLB, 103
SLE, 104
SLV, 104
SMR, 105
SOM, 105
SRB, 106
SSD, 106
STP, 107
SUR, 107
SVK, 108
SVN, 108
SWE, 109
SWZ, 109
SXM, 110
SYC, 110
SYR, 111
TCA, 111
TCD, 112
TGO, 112
THA, 113
TJK, 113
TKL, 114
TKM, 114
TLS, 115
TON, 115
TTO, 116
TUN, 116
TUR, 117
TUV, 117
TWN, 118
TZA, 118
UGA, 119
UKR, 119
URY, 120
USA, 120
UZB, 121
VAT, 122
VCT, 122
VEN, 123
VGB, 123

131
VIR, 124
VNM, 124
VUT, 125
WLF, 125
WSM, 126
YEM, 126
ZAF, 127
ZMB, 127
ZWE, 128