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

942

Players in window

Teams

20.9

Avg squad size

Tournaments

1930, 1962, 1970

Squads by position

Players in the selected window, split by role

GET /aggregates/players?years=1930,1962,1970

By confederation

Where the players come from

GET /aggregates/players?years=1930,1962,1970

Hemisphere split

Northern vs Southern hemisphere national teams

Northern644 (68.4%)

Southern298 (31.6%)

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: Jan — 15 players (12.9%). Range: 5—15.

Defenders

Birth-month distribution + 2 GOAT markers

Franz Beckenbauer· Sep

Fabio Cannavaro· Sep

Modal month: Mar — 30 players (11.1%). Range: 15—30.

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 — 29 players (12.3%). Range: 10—29.

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: Jul — 32 players (10.4%). Range: 18—32.

All players

Every player from the 1930, 1962, 1970 squads. Search by name or filter by country, position, birth year or birth month. The C badge marks captains.

NameCountryPositionBirth yearBirth month

916 / 916

Player	Country	Position	DOB	Birth month	WCs	Goals
Gerd Müller	West Germany	Attacker	1945-11-03	Nov	1	10
Guillermo Stábile	Argentina	Attacker	1905-01-17	Jan	1	8
Jairzinho	Brazil	Attacker	1944-12-25	Dec	1	7
Pelé	Brazil	Attacker	1940-10-23	Oct	2	5
Uwe SeelerC	West Germany	Attacker	1936-11-05	Nov	2	5
Pedro Cea	Uruguay	Attacker	1900-09-01	Sep	1	5
Teófilo Cubillas	Peru	Attacker	1949-03-08	Mar	1	5
Anatoliy Byshovets	Soviet Union	Attacker	1946-04-23	Apr	1	4
Bert Patenaude	United States	Attacker	1909-11-04	Nov	1	4
Dražan Jerković	Yugoslavia	Attacker	1936-08-06	Aug	1	4
Flórián Albert	Hungary	Attacker	1941-09-15	Sep	1	4
Garrincha	Brazil	Attacker	1933-10-28	Oct	1	4
Leonel Sánchez	Chile	Attacker	1936-04-25	Apr	1	4
Valentin Ivanov	Soviet Union	Attacker	1934-11-19	Nov	1	4
Vavá	Brazil	Attacker	1934-11-12	Nov	1	4
Adolf Scherer	Czechoslovakia	Attacker	1938-05-05	May	1	3
Amarildo	Brazil	Attacker	1939-06-29	Jun	1	3
Carlos Peucelle	Argentina	Attacker	1908-09-13	Sep	1	3
Gigi Riva	Italy	Attacker	1944-11-07	Nov	1	3
Ivan Bek	Yugoslavia	Attacker	1909-10-29	Oct	1	3
Lajos Tichy	Hungary	Midfielder	1935-03-21	Mar	1	3
Milan GalićC	Yugoslavia	Midfielder	1938-03-08	Mar	1	3
Peregrino Anselmo	Uruguay	Attacker	1902-04-30	Apr	1	3
PreguinhoC	Brazil	Attacker	1905-02-08	Feb	1	3
Rivellino	Brazil	Midfielder	1946-01-01	Jan	1	3
Gianni Rivera	Italy	Midfielder	1943-08-18	Aug	2	2
Luis Cubilla	Uruguay	Attacker	1940-03-28	Mar	2	2
Adolfo Zumelzú	Argentina	Midfielder	1902-01-05	Jan	1	2
Alberto Gallardo	Peru	Midfielder	1940-11-28	Nov	1	2
André Maschinot	France	Attacker	1903-06-28	Jun	1	2
Bart McGhee	United States	Attacker	1899-04-30	Apr	1	2
Carlos Vidal	Chile	Attacker	1902-02-22	Feb	1	2
Đorđe Vujadinović	Yugoslavia	Attacker	1909-11-29	Nov	1	2
Eladio Rojas	Chile	Midfielder	1934-11-08	Nov	1	2
Florea Dumitrache	Romania	Attacker	1948-05-22	May	1	2
Giacomo Bulgarelli	Italy	Midfielder	1940-10-24	Oct	1	2
Héctor Castro	Uruguay	Attacker	1904-11-29	Nov	1	2
Igor Chislenko	Soviet Union	Midfielder	1939-09-08	Sep	1	2
Jaime Ramírez	Chile	Attacker	1931-08-14	Aug	1	2
Javier Valdivia	Mexico	Attacker	1941-12-04	Dec	1	2
Jorge Toro	Chile	Midfielder	1939-01-10	Jan	1	2
José Sasía	Uruguay	Attacker	1933-12-27	Dec	1	2
Ladislav Petráš	Czechoslovakia	Attacker	1946-12-01	Dec	1	2
Luis Monti	Argentina	Midfielder	1901-05-15	May	1	2
Manuel Rosas	Mexico	Defender	1908-02-29	Feb	1	2
Moderato	Brazil	Attacker	1902-07-14	Jul	1	2
Pablo Dorado	Uruguay	Attacker	1908-06-22	Jun	1	2
Raoul Lambert	Belgium	Attacker	1944-10-20	Oct	1	2
Roberto Boninsegna	Italy	Attacker	1943-11-13	Nov	1	2
Ron Flowers	England	Midfielder	1934-07-28	Jul	1	2
Santos Iriarte	Uruguay	Attacker	1902-11-02	Nov	1	2
Tostão	Brazil	Attacker	1947-01-25	Jan	1	2
Viktor Ponedelnik	Soviet Union	Attacker	1937-05-22	May	1	2
Wilfried Van Moer	Belgium	Midfielder	1945-03-01	Mar	1	2
Bobby Charlton	England	Attacker	1937-10-11	Oct	2	1
Dinko Dermendzhiev	Bulgaria	Attacker	1941-06-02	Jun	2	1
Dobromir Zhechev	Bulgaria	Defender	1942-11-12	Nov	2	1
Isidoro Díaz	Mexico	Attacker	1940-03-14	Mar	2	1
Karl-Heinz Schnellinger	West Germany	Defender	1939-03-31	Mar	2	1
Adalbert Deșu	Romania	Attacker	1909-03-24	Mar	1	1
Adelardo	Spain	Midfielder	1939-09-26	Sep	1	1
Alan Mullery	England	Midfielder	1941-11-23	Nov	1	1
Albert Brülls	West Germany	Midfielder	1937-03-26	Mar	1	1
Alejandro Scopelli	Argentina	Attacker	1908-05-12	May	1	1
Aleksandar Tirnanić	Yugoslavia	Attacker	1910-07-15	Jul	1	1
Aleksei Mamykin	Soviet Union	Attacker	1936-02-29	Feb	1	1
Alexandru Neagu	Romania	Attacker	1948-07-19	Jul	1	1
Alfredo del Águila	Mexico	Attacker	1935-01-03	Jan	1	1
Allan Clarke	England	Attacker	1946-07-31	Jul	1	1
Ángel Cabrera	Uruguay	Attacker	1939-10-09	Oct	1	1
Angelo Domenghini	Italy	Attacker	1941-08-25	Aug	1	1
Antonio Rada	Colombia	Attacker	1937-06-13	Jun	1	1
Asparuh Nikodimov	Bulgaria	Midfielder	1945-08-21	Aug	1	1
Blagoje Marjanović	Yugoslavia	Attacker	1907-09-09	Sep	1	1
Bruno Mora	Italy	Attacker	1937-03-29	Mar	1	1
Carlos AlbertoC	Brazil	Defender	1944-07-17	Jul	1	1
Clodoaldo	Brazil	Midfielder	1949-09-26	Sep	1	1
Constantin Stanciu	Romania	Attacker	1907-09-24	Sep	1	1
Delfín Benítez Cáceres	Paraguay	Attacker	1910-09-24	Sep	1	1
Emerich Dembrovschi	Romania	Attacker	1945-10-06	Oct	1	1
Ernő Solymosi	Hungary	Defender	1940-09-21	Sep	1	1
Francisco Varallo	Argentina	Attacker	1910-02-05	Feb	1	1
Francisco ZuluagaC	Colombia	Defender	1929-02-04	Feb	1	1
Franz Beckenbauer	West Germany	Midfielder	1945-09-11	Sep	1	1
Geoff Hurst	England	Attacker	1941-12-08	Dec	1	1
Georgi Sokolov	Bulgaria	Attacker	1942-06-19	Jun	1	1
Germán Aceros	Colombia	Attacker	1938-09-30	Sep	1	1
Gerry Hitchens	England	Attacker	1934-10-08	Oct	1	1
Gérson	Brazil	Midfielder	1941-01-11	Jan	1	1
Guillermo Arellano	Chile	Attacker	1908-08-21	Aug	1	1
Guillermo Subiabre	Chile	Attacker	1903-02-25	Feb	1	1
Gustavo PeñaC	Mexico	Defender	1941-11-22	Nov	1	1
Héctor ChumpitazC	Peru	Defender	1944-04-12	Apr	1	1
Héctor Facundo	Argentina	Attacker	1937-11-02	Nov	1	1
Héctor Hernández	Mexico	Attacker	1935-12-06	Dec	1	1
Héctor Scarone	Uruguay	Attacker	1898-11-26	Nov	1	1
Heinz Schneiter	Switzerland	Defender	1935-04-12	Apr	1	1
Horst Szymaniak	West Germany	Midfielder	1934-08-29	Aug	1	1
Houmane Jarir	Morocco	Attacker	1944-11-30	Nov	1	1
Hristo Bonev	Bulgaria	Attacker	1947-02-03	Feb	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