Our Data
Global Coverage and Accuracy
Accuracy
Test Results of Public Datasets
The accuracy of name-to-gender checking is subject to cultural variations making it challenging to provide a single score of accuracy. We've ran the service against public datasets to provide a grasp of the accuracies that can be expected.
Dataset
Our Global Coverage
Our data is collected from all over the web. Below you'll find a table listing every possible country (following ISO 3166-1 alpha-2 ) including a count of how many data entries we examine for each country. These are also the countries available for localization on the Genderize.io and Agify.io API's.
The ISO code is the most widely used and the country codes should be easily recognizable. The only thing to note is that, contrary to how e.g. The European Commision assigns country codes, United Kingdom is represented by GB, not UK and Greece is prepresented by GR, not EL.
| ISO | Name | Data Rows |
|---|---|---|
|
*
|
All
|
908,290,909
|
|
US
|
United States
|
135,041,681
|
|
IT
|
Italy
|
46,914,194
|
|
FR
|
France
|
46,345,181
|
|
EG
|
Egypt
|
42,151,479
|
|
IN
|
India
|
36,988,730
|
|
BR
|
Brazil
|
32,360,506
|
|
GB
|
United Kingdom
|
32,319,892
|
|
TR
|
Türkiye
|
29,715,395
|
|
ES
|
Spain
|
29,280,066
|
|
SA
|
Saudi Arabia
|
29,069,562
|
|
CO
|
Colombia
|
22,178,248
|
|
MX
|
Mexico
|
21,404,324
|
|
MA
|
Morocco
|
21,319,411
|
|
DE
|
Germany
|
17,979,808
|
|
MY
|
Malaysia
|
14,982,229
|
|
CA
|
Canada
|
14,663,664
|
|
RU
|
Russia
|
13,970,100
|
|
ZA
|
South Africa
|
13,613,482
|
|
DZ
|
Algeria
|
13,568,182
|
|
NG
|
Nigeria
|
12,351,109
|
|
NL
|
Netherlands
|
11,963,387
|
|
PE
|
Peru
|
10,756,157
|
|
SD
|
Sudan
|
9,277,678
|
|
PL
|
Poland
|
8,838,255
|
|
BE
|
Belgium
|
7,497,848
|
|
TN
|
Tunisia
|
7,338,196
|
|
ID
|
Indonesia
|
7,103,110
|
|
AR
|
Argentina
|
6,871,890
|
|
AU
|
Australia
|
6,863,802
|
|
CL
|
Chile
|
6,732,488
|
|
PH
|
Philippines
|
6,430,345
|
|
PT
|
Portugal
|
5,853,338
|
|
CN
|
China
|
5,172,618
|
|
IL
|
Israel
|
5,005,084
|
|
BD
|
Bangladesh
|
4,972,185
|
|
CZ
|
Czechia
|
4,959,558
|
|
SY
|
Syria
|
4,614,021
|
|
YE
|
Yemen
|
4,566,592
|
|
OM
|
Oman
|
4,539,754
|
|
CH
|
Switzerland
|
4,336,341
|
|
LY
|
Libya
|
4,188,437
|
|
SE
|
Sweden
|
4,128,726
|
|
IR
|
Iran
|
4,026,586
|
|
HK
|
Hong Kong SAR China
|
3,927,461
|
|
KW
|
Kuwait
|
3,638,112
|
|
KZ
|
Kazakhstan
|
3,558,490
|
|
JO
|
Jordan
|
3,444,968
|
|
BO
|
Bolivia
|
3,366,467
|
|
SG
|
Singapore
|
3,284,123
|
|
QA
|
Qatar
|
3,051,467
|
|
IE
|
Ireland
|
2,951,412
|
|
PK
|
Pakistan
|
2,830,629
|
|
RO
|
Romania
|
2,815,564
|
|
CM
|
Cameroon
|
2,657,815
|
|
AT
|
Austria
|
2,600,821
|
|
FI
|
Finland
|
2,544,802
|
|
DK
|
Denmark
|
2,529,500
|
|
LB
|
Lebanon
|
2,403,897
|
|
GR
|
Greece
|
2,220,853
|
|
HU
|
Hungary
|
2,192,882
|
|
GT
|
Guatemala
|
2,093,330
|
|
GH
|
Ghana
|
2,044,180
|
|
CR
|
Costa Rica
|
2,043,995
|
|
VE
|
Venezuela
|
2,017,666
|
|
NO
|
Norway
|
2,009,610
|
|
AE
|
United Arab Emirates
|
1,969,136
|
|
UY
|
Uruguay
|
1,963,892
|
|
TH
|
Thailand
|
1,927,401
|
|
PA
|
Panama
|
1,876,751
|
|
PS
|
Palestinian Territories
|
1,850,565
|
|
JP
|
Japan
|
1,749,855
|
|
EC
|
Ecuador
|
1,729,861
|
|
UA
|
Ukraine
|
1,624,177
|
|
BH
|
Bahrain
|
1,576,275
|
|
TW
|
Taiwan
|
1,523,292
|
|
LC
|
St. Lucia
|
1,486,855
|
|
KE
|
Kenya
|
1,378,004
|
|
NZ
|
New Zealand
|
1,230,624
|
|
VN
|
Vietnam
|
1,169,668
|
|
RS
|
Serbia
|
1,152,452
|
|
HR
|
Croatia
|
1,149,154
|
|
CI
|
Côte d’Ivoire
|
1,006,948
|
|
AO
|
Angola
|
1,005,023
|
|
BG
|
Bulgaria
|
943,328
|
|
MU
|
Mauritius
|
931,862
|
|
KR
|
South Korea
|
897,107
|
|
AL
|
Albania
|
879,119
|
|
SK
|
Slovakia
|
837,425
|
|
SN
|
Senegal
|
741,077
|
|
AF
|
Afghanistan
|
720,670
|
|
LK
|
Sri Lanka
|
629,245
|
|
JM
|
Jamaica
|
621,333
|
|
SI
|
Slovenia
|
606,929
|
|
LT
|
Lithuania
|
600,768
|
|
NE
|
Niger
|
576,514
|
|
DO
|
Dominican Republic
|
542,831
|
|
NA
|
Namibia
|
541,649
|
|
PR
|
Puerto Rico
|
531,158
|
|
UG
|
Uganda
|
450,090
|
|
AZ
|
Azerbaijan
|
440,912
|
|
MO
|
Macao SAR China
|
439,765
|
|
LU
|
Luxembourg
|
429,832
|
|
CY
|
Cyprus
|
414,509
|
|
TZ
|
Tanzania
|
413,767
|
|
BW
|
Botswana
|
413,377
|
|
BY
|
Belarus
|
368,064
|
|
ZW
|
Zimbabwe
|
351,019
|
|
NP
|
Nepal
|
342,546
|
|
IQ
|
Iraq
|
324,420
|
|
BA
|
Bosnia & Herzegovina
|
317,764
|
|
CD
|
Congo - Kinshasa
|
312,265
|
|
ET
|
Ethiopia
|
300,959
|
|
SV
|
El Salvador
|
293,972
|
|
LV
|
Latvia
|
290,279
|
|
MT
|
Malta
|
284,598
|
|
MD
|
Moldova
|
262,977
|
|
MZ
|
Mozambique
|
261,931
|
|
HN
|
Honduras
|
261,872
|
|
PY
|
Paraguay
|
261,727
|
|
BN
|
Brunei
|
255,600
|
|
RE
|
Réunion
|
250,678
|
|
MM
|
Myanmar (Burma)
|
230,378
|
|
ZM
|
Zambia
|
227,717
|
|
BJ
|
Benin
|
216,469
|
|
NI
|
Nicaragua
|
211,858
|
|
MK
|
North Macedonia
|
206,899
|
|
TT
|
Trinidad & Tobago
|
205,382
|
|
BF
|
Burkina Faso
|
202,407
|
|
IS
|
Iceland
|
199,075
|
|
ML
|
Mali
|
187,548
|
|
MG
|
Madagascar
|
182,354
|
|
KH
|
Cambodia
|
175,367
|
|
TG
|
Togo
|
155,996
|
|
EE
|
Estonia
|
154,737
|
|
GE
|
Georgia
|
154,565
|
|
AM
|
Armenia
|
146,516
|
|
MV
|
Maldives
|
145,049
|
|
GA
|
Gabon
|
134,237
|
|
RW
|
Rwanda
|
133,195
|
|
CU
|
Cuba
|
114,846
|
|
HT
|
Haiti
|
114,172
|
|
ME
|
Montenegro
|
105,637
|
|
UZ
|
Uzbekistan
|
101,833
|
|
PG
|
Papua New Guinea
|
95,728
|
|
MW
|
Malawi
|
94,179
|
|
FJ
|
Fiji
|
80,934
|
|
GN
|
Guinea
|
75,385
|
|
MN
|
Mongolia
|
75,301
|
|
BS
|
Bahamas
|
72,035
|
|
DJ
|
Djibouti
|
70,956
|
|
GP
|
Guadeloupe
|
63,878
|
|
CV
|
Cape Verde
|
62,987
|
|
GM
|
Gambia
|
55,528
|
|
LR
|
Liberia
|
54,561
|
|
BB
|
Barbados
|
54,085
|
|
KG
|
Kyrgyzstan
|
52,017
|
|
MR
|
Mauritania
|
51,502
|
|
BI
|
Burundi
|
50,960
|
|
SO
|
Somalia
|
50,606
|
|
AD
|
Andorra
|
50,432
|
|
SL
|
Sierra Leone
|
47,238
|
|
LA
|
Laos
|
40,624
|
|
SR
|
Suriname
|
37,488
|
|
SZ
|
Eswatini
|
37,345
|
|
SH
|
St. Helena
|
36,192
|
|
LS
|
Lesotho
|
36,178
|
|
BM
|
Bermuda
|
35,804
|
|
NC
|
New Caledonia
|
35,638
|
|
BT
|
Bhutan
|
34,782
|
|
TM
|
Turkmenistan
|
34,683
|
|
MC
|
Monaco
|
34,234
|
|
GY
|
Guyana
|
32,852
|
|
PF
|
French Polynesia
|
28,958
|
|
BZ
|
Belize
|
28,715
|
|
GU
|
Guam
|
28,342
|
|
GF
|
French Guiana
|
28,294
|
|
TD
|
Chad
|
27,723
|
|
SC
|
Seychelles
|
27,687
|
|
GQ
|
Equatorial Guinea
|
27,626
|
|
JE
|
Jersey
|
27,550
|
|
CG
|
Congo - Brazzaville
|
26,054
|
|
TJ
|
Tajikistan
|
25,545
|
|
XK
|
Kosovo
|
25,274
|
|
AW
|
Aruba
|
24,380
|
|
GI
|
Gibraltar
|
17,964
|
|
AG
|
Antigua & Barbuda
|
17,160
|
|
IM
|
Isle of Man
|
16,732
|
|
KM
|
Comoros
|
15,847
|
|
MQ
|
Martinique
|
15,739
|
|
SS
|
South Sudan
|
14,299
|
|
AS
|
American Samoa
|
14,249
|
|
GG
|
Guernsey
|
14,166
|
|
LI
|
Liechtenstein
|
13,877
|
|
CF
|
Central African Republic
|
13,284
|
|
GL
|
Greenland
|
13,034
|
|
FO
|
Faroe Islands
|
12,017
|
|
SM
|
San Marino
|
11,880
|
|
VC
|
St. Vincent & Grenadines
|
11,338
|
|
YT
|
Mayotte
|
10,369
|
|
TC
|
Turks & Caicos Islands
|
9,041
|
|
DM
|
Dominica
|
8,987
|
|
KN
|
St. Kitts & Nevis
|
8,496
|
|
GW
|
Guinea-Bissau
|
7,937
|
|
VU
|
Vanuatu
|
7,883
|
|
SB
|
Solomon Islands
|
7,684
|
|
MP
|
Northern Mariana Islands
|
7,459
|
|
TV
|
Tuvalu
|
7,234
|
|
ST
|
São Tomé & Príncipe
|
7,209
|
|
TL
|
Timor-Leste
|
6,880
|
|
AX
|
Åland Islands
|
6,728
|
|
AI
|
Anguilla
|
6,649
|
|
VI
|
U.S. Virgin Islands
|
6,612
|
|
WS
|
Samoa
|
6,118
|
|
TO
|
Tonga
|
5,809
|
|
VG
|
British Virgin Islands
|
5,371
|
|
ER
|
Eritrea
|
5,245
|
|
FM
|
Micronesia
|
5,034
|
|
MH
|
Marshall Islands
|
4,588
|
|
KI
|
Kiribati
|
4,282
|
|
PW
|
Palau
|
4,108
|
|
CK
|
Cook Islands
|
3,384
|
|
EH
|
Western Sahara
|
2,721
|
|
VA
|
Vatican City
|
2,313
|
|
CW
|
Curaçao
|
2,226
|
|
IO
|
British Indian Ocean Territory
|
1,699
|
|
WF
|
Wallis & Futuna
|
1,568
|
|
PM
|
St. Pierre & Miquelon
|
1,337
|
|
MS
|
Montserrat
|
1,220
|
|
NR
|
Nauru
|
1,165
|
|
CX
|
Christmas Island
|
1,145
|
|
NU
|
Niue
|
1,117
|
|
NF
|
Norfolk Island
|
892
|
|
FK
|
Falkland Islands
|
875
|
|
CC
|
Cocos (Keeling) Islands
|
806
|
|
KP
|
North Korea
|
732
|
|
PN
|
Pitcairn Islands
|
710
|
|
TF
|
French Southern Territories
|
694
|
|
TK
|
Tokelau
|
673
|
|
SJ
|
Svalbard & Jan Mayen
|
644
|
|
KY
|
Cayman Islands
|
559
|
|
BL
|
St. Barthélemy
|
295
|
|
GD
|
Grenada
|
277
|
|
BV
|
Bouvet Island
|
237
|
|
HM
|
Heard & McDonald Islands
|
234
|
|
MF
|
St. Martin
|
164
|
|
BQ
|
Caribbean Netherlands
|
136
|
|
GS
|
South Georgia & South Sandwich Islands
|
22
|
|
SX
|
Sint Maarten
|
3
|
|
UM
|
U.S. Outlying Islands
|
2
|
|
CQ
|
Sark
|
0
|
|
EA
|
Ceuta & Melilla
|
0
|
|
IC
|
Canary Islands
|
0
|