Players analysis, in distribution.

What month were most goalkeepers born? Do attackers cluster differently from defenders? Where do the GOATs (Pelé, Maradona, Cruyff, Messi, CR7, R9…) fall on the curve — on the modal month or as outliers?

Tournament window — click to toggle

'30s

1930 1934 1938

'50s

'60s

'70s

'80s

'90s

'00s

'10s

'20s

1,233

Players in window

Teams

22.0

Avg squad size

Tournaments

1994, 1998

Squads by position

Players in the selected window, split by role

GET /aggregates/players?years=1994,1998

By confederation

Where the players come from

GET /aggregates/players?years=1994,1998

Hemisphere split

Northern vs Southern hemisphere national teams

Northern1,012 (82.1%)

Southern221 (17.9%)

ApiTeam.country × hemisphere classification

Birth month, by position

One chart per role. GOAT pin-marks (gold dots above the bars) call out where iconic players sit. Look for the “relative-age effect” — many youth-academy systems privilege Q1 birthdays (Jan-Mar) for early physical development, and you sometimes see the same skew in elite squads.

Goalkeepers

Birth-month distribution + 1 GOAT marker

Lev Yashin· Oct

Modal month: Aug — 25 players (15.3%). Range: 9—25.

Defenders

Birth-month distribution + 2 GOAT markers

Franz Beckenbauer· Sep

Fabio Cannavaro· Sep

Modal month: Aug — 49 players (12.2%). Range: 26—49.

Midfielders

Birth-month distribution + 10 GOAT markers

Bobby Charlton· Oct

Diego Maradona· Oct

Michel Platini· Jun

Zico· Mar

Zinedine Zidane· Jun

Ronaldinho· Mar

Kaká· Apr

Andrés Iniesta· May

Xavi Hernández· Jan

Luka Modrić· Sep

Modal month: Sep — 46 players (11.4%). Range: 24—46.

Attackers

Birth-month distribution + 17 GOAT markers

Pelé· Oct

Garrincha· Oct

Eusébio· Jan

Gerd Müller· Nov

Johan Cruyff· Apr

Karl-Heinz Rummenigge· Sep

Paolo Rossi· Sep

Romário· Jan

Ronaldo (R9)· Sep

Cristiano Ronaldo· Feb

Lionel Messi· Jun

Kylian Mbappé· Dec

Neymar· Feb

Robert Lewandowski· Aug

Mohamed Salah· Jun

Karim Benzema· Dec

Vinícius Jr· Jul

Modal month: Dec — 30 players (11.3%). Range: 12—30.

All players

Every player from the 1994, 1998 squads. Search by name or filter by country, position, birth year or birth month. The C badge marks captains.

NameCountryPositionBirth yearBirth month

1,080 / 1,080

Player	Country	Position	DOB	Birth month	WCs	Goals
Gabriel Batistuta	Argentina	Attacker	1969-02-01	Feb	2	9
Jürgen KlinsmannC	Germany	Attacker	1964-07-30	Jul	2	8
Roberto Baggio	Italy	Attacker	1967-02-18	Feb	2	7
Bebeto	Brazil	Attacker	1964-02-16	Feb	2	6
Dennis Bergkamp	Netherlands	Attacker	1969-05-10	May	2	6
Hristo Stoichkov	Bulgaria	Attacker	1966-02-08	Feb	2	6
Davor Šuker	Croatia	Attacker	1968-01-01	Jan	1	6
Oleg Salenko	Russia	Attacker	1969-10-25	Oct	1	6
Christian Vieri	Italy	Attacker	1973-07-12	Jul	1	5
Kennet Andersson	Sweden	Attacker	1967-10-06	Oct	1	5
Romário	Brazil	Attacker	1966-01-29	Jan	1	5
Ronaldo	Brazil	Attacker	1976-09-18	Sep	2	4
Florin Răducioiu	Romania	Attacker	1970-03-17	Mar	1	4
Luis Hernández	Mexico	Attacker	1968-12-22	Dec	1	4
Marcelo Salas	Chile	Attacker	1974-12-24	Dec	1	4
Martin Dahlin	Sweden	Attacker	1968-04-16	Apr	1	4
Fernando Hierro	Spain	Midfielder	1968-03-23	Mar	2	3
Gheorghe HagiC	Romania	Midfielder	1965-02-05	Feb	2	3
César Sampaio	Brazil	Midfielder	1968-03-31	Mar	1	3
José Luis Caminero	Spain	Midfielder	1967-11-08	Nov	1	3
Oliver Bierhoff	Germany	Attacker	1968-05-01	May	1	3
Rivaldo	Brazil	Midfielder	1972-04-19	Apr	1	3
Thierry Henry	France	Attacker	1977-08-17	Aug	1	3
Tomas Brolin	Sweden	Attacker	1969-11-29	Nov	1	3
Adolfo Valencia	Colombia	Attacker	1968-02-06	Feb	2	2
Alberto García AspeC	Mexico	Midfielder	1967-05-11	May	2	2
Ariel Ortega	Argentina	Midfielder	1974-03-04	Mar	2	2
Dan Petrescu	Romania	Defender	1967-12-22	Dec	2	2
Daniel Amokachi	Nigeria	Attacker	1972-12-30	Dec	2	2
Dino Baggio	Italy	Midfielder	1971-07-24	Jul	2	2
Fuad Anwar	Saudi Arabia	Midfielder	1972-10-13	Oct	2	2
Hong Myung-bo	South Korea	Defender	1969-02-12	Feb	2	2
Ilie Dumitrescu	Romania	Attacker	1969-01-06	Jan	2	2
Kjetil Rekdal	Norway	Midfielder	1968-11-06	Nov	2	2
Luis Enrique	Spain	Attacker	1970-05-08	May	2	2
Luis García	Mexico	Attacker	1969-06-01	Jun	2	2
Marc Wilmots	Belgium	Midfielder	1969-02-22	Feb	2	2
Ronald de Boer	Netherlands	Midfielder	1970-05-15	May	2	2
Sami Al-Jaber	Saudi Arabia	Attacker	1972-12-11	Dec	2	2
Viorel Moldovan	Romania	Attacker	1972-07-08	Jul	2	2
Wim Jonk	Netherlands	Midfielder	1966-10-12	Oct	2	2
Abdeljalil Hadda	Morocco	Attacker	1972-03-21	Mar	1	2
Adrian Knup	Switzerland	Attacker	1968-07-02	Jul	1	2
Alan ShearerC	England	Attacker	1970-08-13	Aug	1	2
Brian Laudrup	Denmark	Attacker	1969-02-22	Feb	1	2
Claudio Caniggia	Argentina	Attacker	1967-01-09	Jan	1	2
Emmanuel Amunike	Nigeria	Midfielder	1970-12-25	Dec	1	2
Emmanuel Petit	France	Midfielder	1970-09-22	Sep	1	2
Fernando Morientes	Spain	Attacker	1976-04-05	Apr	1	2
Jon Goikoetxea	Spain	Midfielder	1965-10-21	Oct	1	2
Lilian Thuram	France	Defender	1972-01-01	Jan	1	2
Michael Owen	England	Attacker	1979-12-14	Dec	1	2
Patrick Kluivert	Netherlands	Attacker	1976-07-01	Jul	1	2
Philippe Albert	Belgium	Defender	1967-08-10	Aug	1	2
Phillip Cocu	Netherlands	Midfielder	1970-10-29	Oct	1	2
Ricardo Peláez	Mexico	Attacker	1963-03-14	Mar	1	2
Robert Prosinečki	Croatia	Midfielder	1969-01-12	Jan	1	2
Rudi Völler	Germany	Attacker	1960-04-13	Apr	1	2
Salaheddine Bassir	Morocco	Attacker	1972-09-05	Sep	1	2
Shaun Bartlett	South Africa	Attacker	1972-10-31	Oct	1	2
Siniša Mihajlović	FR Yugoslavia	Defender	1969-02-20	Feb	1	2
Slobodan Komljenović	FR Yugoslavia	Defender	1971-01-02	Jan	1	2
Theodore Whitmore	Jamaica	Midfielder	1972-08-05	Aug	1	2
Yordan Letchkov	Bulgaria	Midfielder	1967-07-09	Jul	1	2
Zinedine Zidane	France	Midfielder	1972-06-23	Jun	1	2
Abel Balbo	Argentina	Attacker	1966-06-01	Jun	2	1
Andoni ZubizarretaC	Spain	Goalkeeper	1961-10-23	Oct	2	1
Andreas Möller	Germany	Midfielder	1967-09-02	Sep	2	1
Aron Winter	Netherlands	Midfielder	1967-03-01	Mar	2	1
Dan Eggen	Norway	Defender	1970-01-13	Jan	2	1
Daniel Borimirov	Bulgaria	Midfielder	1970-01-16	Jan	2	1
Earnie Stewart	United States	Attacker	1969-03-28	Mar	2	1
Emil Kostadinov	Bulgaria	Attacker	1967-08-12	Aug	2	1
Eric Wynalda	United States	Attacker	1969-06-09	Jun	2	1
Finidi George	Nigeria	Midfielder	1971-04-15	Apr	2	1
François Omam-BiyikC	Cameroon	Attacker	1966-05-21	May	2	1
Ha Seok-ju	South Korea	Midfielder	1968-02-20	Feb	2	1
Harold Lozano	Colombia	Midfielder	1972-03-30	Mar	2	1
Hwang Sun-hong	South Korea	Attacker	1968-07-14	Jul	2	1
Lothar MatthäusC	Germany	Midfielder	1961-03-21	Mar	2	1
Luc Nilis	Belgium	Attacker	1967-05-25	May	2	1
Marc Overmars	Netherlands	Attacker	1973-03-29	Mar	2	1
Marcelino Bernal	Mexico	Midfielder	1962-05-27	May	2	1
Mustapha Hadji	Morocco	Midfielder	1971-11-16	Nov	2	1
Mutiu Adepoju	Nigeria	Midfielder	1970-12-22	Dec	2	1
Rashidi Yekini	Nigeria	Attacker	1963-10-23	Oct	2	1
Saeed Al-Owairan	Saudi Arabia	Midfielder	1967-08-19	Aug	2	1
Seo Jung-won	South Korea	Attacker	1970-12-17	Dec	2	1
Sunday Oliseh	Nigeria	Midfielder	1974-09-14	Sep	2	1
Victor Ikpeba	Nigeria	Attacker	1973-06-12	Jun	2	1
Adrian Ilie	Romania	Attacker	1974-04-20	Apr	1	1
Aitor Begiristain	Spain	Attacker	1964-08-12	Aug	1	1
Alain Sutter	Switzerland	Midfielder	1968-01-22	Jan	1	1
Allan Nielsen	Denmark	Midfielder	1971-03-13	Mar	1	1
Andi Herzog	Austria	Midfielder	1968-09-10	Sep	1	1
Andrés Escobar	Colombia	Defender	1967-03-13	Mar	1	1
Benni McCarthy	South Africa	Attacker	1977-11-12	Nov	1	1
Bixente Lizarazu	France	Defender	1969-12-09	Dec	1	1
Boudewijn Zenden	Netherlands	Midfielder	1976-08-15	Aug	1	1
Branco	Brazil	Defender	1964-04-04	Apr	1	1

GOAT reference

Curated. Inclusion in this list isn't a championship ranking — it's a span of Ballon-d'Or winners + nominees + commonly-cited GOATs across eras, used for the overlay above.

NameCountryPositionBirth yearBirth month

30 / 30

Player	Country	Position	DOB	Birth month	Goals
Pelé	Brazil	Attacker	1940-10-23	Oct	—
Garrincha	Brazil	Attacker	1933-10-28	Oct	—
Eusébio	Portugal	Attacker	1942-01-25	Jan	—
Bobby Charlton	England	Midfielder	1937-10-11	Oct	—
Lev Yashin	Soviet Union	Goalkeeper	1929-10-22	Oct	—
Gerd Müller	West Germany	Attacker	1945-11-03	Nov	—
Johan Cruyff	Netherlands	Attacker	1947-04-25	Apr	—
Franz Beckenbauer	West Germany	Defender	1945-09-11	Sep	—
Diego Maradona	Argentina	Midfielder	1960-10-30	Oct	—
Michel Platini	France	Midfielder	1955-06-21	Jun	—
Zico	Brazil	Midfielder	1953-03-03	Mar	—
Karl-Heinz Rummenigge	West Germany	Attacker	1955-09-25	Sep	—
Paolo Rossi	Italy	Attacker	1956-09-23	Sep	—
Romário	Brazil	Attacker	1966-01-29	Jan	—
Ronaldo (R9)	Brazil	Attacker	1976-09-22	Sep	—
Zinedine Zidane	France	Midfielder	1972-06-23	Jun	—
Ronaldinho	Brazil	Midfielder	1980-03-21	Mar	—
Kaká	Brazil	Midfielder	1982-04-22	Apr	—
Fabio Cannavaro	Italy	Defender	1973-09-13	Sep	—
Andrés Iniesta	Spain	Midfielder	1984-05-11	May	—
Xavi Hernández	Spain	Midfielder	1980-01-25	Jan	—
Cristiano Ronaldo	Portugal	Attacker	1985-02-05	Feb	—
Lionel Messi	Argentina	Attacker	1987-06-24	Jun	—
Luka Modrić	Croatia	Midfielder	1985-09-09	Sep	—
Kylian Mbappé	France	Attacker	1998-12-20	Dec	—
Neymar	Brazil	Attacker	1992-02-05	Feb	—
Robert Lewandowski	Poland	Attacker	1988-08-21	Aug	—
Mohamed Salah	Egypt	Attacker	1992-06-15	Jun	—
Karim Benzema	France	Attacker	1987-12-19	Dec	—
Vinícius Jr	Brazil	Attacker	2000-07-12	Jul	—

Hat-tricks (3+ goals in a match)

Every individual 3+ goal performance in World Cup history. Oleg Salenko's 5-goal haul in 1994 v Cameroon is the all-time single-match record.

#	Player	Team	Opponent	Stage	Year	Goals
1	Oleg Salenko	Russia	Cameroon	Group	1994	5
2	Ernst Wilimowski	Poland	Brazil	Round of 16	1938	4
3	Ademir	Brazil	Sweden	Final round	1950	4
4	Sándor Kocsis	Hungary	West Germany	Group	1954	4
5	Eusébio	Portugal	North Korea	Quarter-final	1966	4
6	Emilio Butragueño	Spain	Denmark	Round of 16	1986	4
7	Bert Patenaude	United States	Paraguay	Group	1930	3
8	Pedro Cea	Uruguay	Yugoslavia	Semi-final	1930	3
9	Guillermo Stábile	Argentina	Mexico	Group	1930	3
10	Edmund Conen	Germany	Belgium	Round of 16	1934	3
11	Angelo Schiavio	Italy	United States	Round of 16	1934	3
12	Oldřich Nejedlý	Czechoslovakia	Germany	Semi-final	1934	3
13	Leônidas	Brazil	Poland	Round of 16	1938	3
14	Gyula Zsengellér	Hungary	Dutch East Indies	Round of 16	1938	3
15	Harry Andersson	Sweden	Cuba	Quarter-final	1938	3
16	Gustav Wetterström	Sweden	Cuba	Quarter-final	1938	3
17	Oscar Míguez	Uruguay	Bolivia	Group	1950	3
18	Estanislao Basora	Spain	Uruguay	Final round	1950	3
19	Sándor Kocsis	Hungary	South Korea	Group	1954	3
20	Erich Probst	Austria	Czechoslovakia	Group	1954	3
21	Carlos Borges	Uruguay	Scotland	Group	1954	3
22	Suat Mamat	Turkey	South Korea	Group	1954	3
23	Josef Hügi	Switzerland	Austria	Quarter-final	1954	3
24	Just Fontaine	France	Paraguay	Group	1958	3
25	Just Fontaine	France	West Germany	Third place	1958	3
26	Pelé	Brazil	France	Semi-final	1958	3
27	Florian Albert	Hungary	Bulgaria	Group	1962	3
28	Geoff Hurst	England	West Germany	Final	1966	3
29	Franz Beckenbauer	West Germany	Switzerland	Group	1966	3
30	Helmut Haller	West Germany	Switzerland	Group	1966	3
31	Eusébio	Portugal	Brazil	Group	1966	3
32	Gerd Müller	West Germany	Bulgaria	Group	1970	3
33	Gerd Müller	West Germany	Peru	Quarter-final	1970	3
34	Andrzej Szarmach	Poland	Haiti	Group	1974	3
35	Dušan Bajević	Yugoslavia	Zaire	Group	1974	3
36	Robbie Rensenbrink	Netherlands	Iran	Group	1978	3
37	Teófilo Cubillas	Peru	Iran	Group	1978	3
38	Karl-Heinz Rummenigge	West Germany	Chile	Group	1982	3
39	Zbigniew Boniek	Poland	Belgium	Second round	1982	3
40	László Kiss	Hungary	El Salvador	Group	1982	3
41	Paolo Rossi	Italy	Brazil	Second round	1982	3
42	Gary Lineker	England	Poland	Group	1986	3
43	Igor Belanov	Soviet Union	Belgium	Round of 16	1986	3
44	Tomáš Skuhravý	Czechoslovakia	Costa Rica	Round of 16	1990	3
45	Míchel	Spain	South Korea	Group	1990	3
46	Gabriel Batistuta	Argentina	Greece	Group	1994	3
47	Gabriel Batistuta	Argentina	Jamaica	Group	1998	3
48	Miroslav Klose	Germany	Saudi Arabia	Group	2002	3
49	Pauleta	Portugal	Poland	Group	2002	3
50	Gonzalo Higuaín	Argentina	South Korea	Group	2010	3
51	Thomas Müller	Germany	Portugal	Group	2014	3
52	Xherdan Shaqiri	Switzerland	Honduras	Group	2014	3
53	Cristiano Ronaldo	Portugal	Spain	Group	2018	3
54	Harry Kane	England	Panama	Group	2018	3
55	Gonçalo Ramos	Portugal	Switzerland	Round of 16	2022	3
56	Kylian Mbappé	France	Argentina	Final	2022	3

56 hat-tricks · 6with 4+ goals · Salenko's 5 (1994) is the only 5-goal haul on record