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?

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'30s

1930 1934 1938

'50s

'60s

'70s

'80s

'90s

'00s

'10s

'20s

2,037

Players in window

Teams

22.1

Avg squad size

Tournaments

1938, 1950, 1998, 2006

Squads by position

Players in the selected window, split by role

GET /aggregates/players?years=1938,1950,1998,2006

By confederation

Where the players come from

GET /aggregates/players?years=1938,1950,1998,2006

Hemisphere split

Northern vs Southern hemisphere national teams

Northern1,659 (81.4%)

Southern378 (18.6%)

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: Oct — 28 players (11.0%). Range: 18—28.

Defenders

Birth-month distribution + 2 GOAT markers

Franz Beckenbauer· Sep

Fabio Cannavaro· Sep

Modal month: Sep — 61 players (10.1%). Range: 38—61.

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: Jan — 63 players (10.5%). Range: 39—63.

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: Mar — 54 players (9.8%). Range: 38—54.

All players

Every player from the 1938, 1950, 1998, 2006 squads. Search by name or filter by country, position, birth year or birth month. The C badge marks captains.

NameCountryPositionBirth yearBirth month

1,974 / 1,974

Player	Country	Position	DOB	Birth month	WCs	Goals
Ademir	Brazil	Attacker	1922-11-06	Nov	1	9
Ronaldo	Brazil	Attacker	1976-09-22	Sep	2	7
Leônidas	Brazil	Attacker	1913-09-06	Sep	1	7
Thierry Henry	France	Attacker	1977-08-17	Aug	2	6
Davor Šuker	Croatia	Attacker	1968-01-01	Jan	1	6
Zinedine ZidaneC	France	Midfielder	1972-06-23	Jun	2	5
Christian Vieri	Italy	Attacker	1973-07-12	Jul	1	5
Gabriel Batistuta	Argentina	Attacker	1969-02-01	Feb	1	5
György SárosiC	Hungary	Attacker	1912-09-15	Sep	1	5
Gyula Zsengellér	Hungary	Attacker	1915-12-27	Dec	1	5
Miroslav Klose	Germany	Attacker	1978-06-09	Jun	1	5
Oscar Míguez	Uruguay	Attacker	1927-12-05	Dec	1	5
Silvio Piola	Italy	Attacker	1913-09-29	Sep	1	5
Alcides Ghiggia	Uruguay	Attacker	1926-12-22	Dec	1	4
Chico	Brazil	Attacker	1922-01-07	Jan	1	4
Ernst Wilimowski	Poland	Attacker	1916-06-23	Jun	1	4
Estanislau Basora	Spain	Attacker	1926-11-18	Nov	1	4
Gino Colaussi	Italy	Attacker	1914-03-04	Mar	1	4
Gustav Wetterström	Sweden	Attacker	1911-10-15	Oct	1	4
Luis Hernández	Mexico	Attacker	1968-12-22	Dec	1	4
Marcelo Salas	Chile	Attacker	1974-12-24	Dec	1	4
Telmo Zarra	Spain	Attacker	1921-01-20	Jan	1	4
Hernán Crespo	Argentina	Attacker	1975-07-05	Jul	2	3
André Abegglen	Switzerland	Attacker	1909-03-07	Mar	1	3
Arne Nyberg	Sweden	Attacker	1913-06-20	Jun	1	3
Bebeto	Brazil	Attacker	1964-02-16	Feb	1	3
César Sampaio	Brazil	Midfielder	1968-03-31	Mar	1	3
David Villa	Spain	Attacker	1981-12-03	Dec	1	3
Dennis Bergkamp	Netherlands	Attacker	1969-05-10	May	1	3
Fernando Torres	Spain	Attacker	1984-03-20	Mar	1	3
Juan Alberto Schiaffino	Uruguay	Attacker	1925-07-28	Jul	1	3
Jürgen KlinsmannC	Germany	Attacker	1964-07-30	Jul	1	3
Karl-Erik Palmér	Sweden	Attacker	1929-04-17	Apr	1	3
Lukas Podolski	Germany	Attacker	1985-06-04	Jun	1	3
Maxi Rodríguez	Argentina	Midfielder	1981-01-02	Jan	1	3
Oliver Bierhoff	Germany	Attacker	1968-05-01	May	1	3
Perácio	Brazil	Attacker	1917-11-02	Nov	1	3
Rivaldo	Brazil	Midfielder	1972-04-19	Apr	1	3
Stig Sundqvist	Sweden	Attacker	1922-07-19	Jul	1	3
David BeckhamC	England	Midfielder	1975-05-02	May	2	2
Lilian Thuram	France	Defender	1972-01-01	Jan	2	2
Michael Owen	England	Attacker	1979-12-14	Dec	2	2
Patrick Vieira	France	Midfielder	1976-06-23	Jun	2	2
Phillip Cocu	Netherlands	Midfielder	1970-10-29	Oct	2	2
RaúlC	Spain	Attacker	1977-06-27	Jun	2	2
Sami Al-JaberC	Saudi Arabia	Attacker	1972-12-11	Dec	2	2
Abdeljalil Hadda	Morocco	Attacker	1972-03-21	Mar	1	2
Adriano	Brazil	Attacker	1982-02-17	Feb	1	2
Agustín Delgado	Ecuador	Attacker	1974-12-23	Dec	1	2
Alan ShearerC	England	Attacker	1970-08-13	Aug	1	2
Alexander Frei	Switzerland	Attacker	1979-07-15	Jul	1	2
Andriy ShevchenkoC	Ukraine	Attacker	1976-09-29	Sep	1	2
Ariel Ortega	Argentina	Midfielder	1974-03-04	Mar	1	2
Aruna Dindane	Ivory Coast	Attacker	1980-11-26	Nov	1	2
Atilio Cremaschi	Chile	Attacker	1923-03-08	Mar	1	2
Baltazar	Brazil	Attacker	1926-01-14	Jan	1	2
Bartosz Bosacki	Poland	Defender	1975-12-20	Dec	1	2
Bastian Schweinsteiger	Germany	Midfielder	1984-08-01	Aug	1	2
Brian Laudrup	Denmark	Attacker	1969-02-22	Feb	1	2
Carlos Tenorio	Ecuador	Attacker	1979-05-14	May	1	2
Emmanuel Petit	France	Midfielder	1970-09-22	Sep	1	2
Fernando Hierro	Spain	Midfielder	1968-03-23	Mar	1	2
Fernando Morientes	Spain	Attacker	1976-04-05	Apr	1	2
Hasse Jeppson	Sweden	Attacker	1925-05-10	May	1	2
Héctor Socorro	Cuba	Attacker	1912-06-26	Jun	1	2
Jacques Fatton	Switzerland	Attacker	1925-12-19	Dec	1	2
Jair	Brazil	Attacker	1921-03-21	Mar	1	2
Jean Nicolas	France	Attacker	1913-06-09	Jun	1	2
Kosta Tomašević	Yugoslavia	Attacker	1923-07-25	Jul	1	2
Luca Toni	Italy	Attacker	1977-05-26	May	1	2
Maniche	Portugal	Midfielder	1977-11-11	Nov	1	2
Marc Wilmots	Belgium	Midfielder	1969-02-22	Feb	1	2
Marco Materazzi	Italy	Defender	1973-08-19	Aug	1	2
Oldřich Nejedlý	Czechoslovakia	Attacker	1909-12-26	Dec	1	2
Omar Bravo	Mexico	Attacker	1980-03-04	Mar	1	2
Pál Titkos	Hungary	Attacker	1908-01-08	Jan	1	2
Patrick Kluivert	Netherlands	Attacker	1976-07-01	Jul	1	2
Paulo Wanchope	Costa Rica	Attacker	1976-07-31	Jul	1	2
Ricardo Peláez	Mexico	Attacker	1963-03-14	Mar	1	2
Riccardo CarapelleseC	Italy	Attacker	1922-07-01	Jul	1	2
Robert Prosinečki	Croatia	Midfielder	1969-01-12	Jan	1	2
Roberto Baggio	Italy	Attacker	1967-02-18	Feb	1	2
Romeu	Brazil	Attacker	1911-03-26	Mar	1	2
Ronald de Boer	Netherlands	Midfielder	1970-05-15	May	1	2
Salaheddine Bassir	Morocco	Attacker	1972-09-05	Sep	1	2
Shaun Bartlett	South Africa	Attacker	1972-10-31	Oct	1	2
Silvestre Igoa	Spain	Attacker	1920-09-05	Sep	1	2
Siniša Mihajlović	FR Yugoslavia	Defender	1969-02-20	Feb	1	2
Slobodan Komljenović	FR Yugoslavia	Defender	1971-01-02	Jan	1	2
Ștefan Dobay	Romania	Attacker	1909-09-26	Sep	1	2
Steven Gerrard	England	Midfielder	1980-05-30	May	1	2
Sune Andersson	Sweden	Midfielder	1921-02-22	Feb	1	2
Sven Jonasson	Sweden	Attacker	1909-07-09	Jul	1	2
Theodore Whitmore	Jamaica	Midfielder	1972-08-05	Aug	1	2
Tim Cahill	Australia	Midfielder	1979-12-06	Dec	1	2
Tomáš Rosický	Czech Republic	Midfielder	1980-10-04	Oct	1	2
Viorel Moldovan	Romania	Attacker	1972-07-08	Jul	1	2
Željko Čajkovski	Yugoslavia	Attacker	1925-05-05	May	1	2
Zizinho	Brazil	Attacker	1922-09-14	Sep	1	2
Alessandro Del Piero	Italy	Attacker	1974-11-09	Nov	2	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