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
3,200
Players in window
143
Teams
22.4
Avg squad size
6
Tournaments
1938, 1958, 1986, 1990, 2002, 2006

Squads by position

Players in the selected window, split by role
GET /aggregates/players?years=1938,1958,1986,1990,2002,2006

By confederation

Where the players come from
GET /aggregates/players?years=1938,1958,1986,1990,2002,2006

Hemisphere split

Northern vs Southern hemisphere national teams
Northern2,682 (83.8%)
Southern518 (16.2%)
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
GK
Lev Yashin· Oct
Modal month: Oct45 players (10.9%). Range: 2645.

Defenders

Birth-month distribution + 2 GOAT markers
DF
Franz Beckenbauer· Sep
Fabio Cannavaro· Sep
Modal month: Mar99 players (10.1%). Range: 6099.

Midfielders

Birth-month distribution + 10 GOAT markers
MF
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: Jan101 players (10.3%). Range: 61101.

Attackers

Birth-month distribution + 17 GOAT markers
FW
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: Sep79 players (9.7%). Range: 5179.

All players

Every player from the 1938, 1958, 1986, 1990, 2002, 2006 squads. Search by name or filter by country, position, birth year or birth month. The C badge marks captains.

2,923 / 2,923
PlayerCountryPositionDOBBirth monthWCsGoals
Just FontaineFranceAttacker1933-08-18Aug113
RonaldoBrazilAttacker1976-09-18Sep211
Gary LinekerEnglandAttacker1960-11-30Nov210
Miroslav KloseGermanyAttacker1978-06-09Jun210
CarecaBrazilAttacker1960-10-05Oct27
LeônidasBrazilAttacker1913-09-06Sep17
Rudi VöllerWest GermanyAttacker1960-04-13Apr26
Helmut RahnWest GermanyAttacker1929-08-16Aug16
PeléBrazilAttacker1940-10-23Oct16
Salvatore SchillaciItalyAttacker1964-12-01Dec16
Diego MaradonaCArgentinaMidfielder1960-10-30Oct25
Emilio ButragueñoCSpainAttacker1963-07-22Jul25
Lothar MatthäusCWest GermanyMidfielder1961-03-21Mar25
György SárosiCHungaryAttacker1912-09-15Sep15
Gyula ZsengellérHungaryAttacker1915-12-27Dec15
Peter McParlandNorthern IrelandAttacker1934-04-25Apr15
RivaldoBrazilMidfielder1972-04-19Apr15
Silvio PiolaItalyAttacker1913-09-29Sep15
Tomáš SkuhravýCzechoslovakiaAttacker1965-09-07Sep15
VaváBrazilAttacker1934-11-12Nov15
Andreas BrehmeWest GermanyDefender1960-11-09Nov24
Henrik LarssonSwedenAttacker1971-09-20Sep24
Hernán CrespoArgentinaAttacker1975-07-05Jul24
Jan CeulemansCBelgiumMidfielder1957-02-28Feb24
MíchelSpainMidfielder1963-03-23Mar24
PauletaPortugalAttacker1973-04-28Apr24
RaúlCSpainAttacker1977-06-27Jun24
Agne SimonssonSwedenAttacker1935-10-19Oct14
Alessandro AltobelliItalyAttacker1955-11-28Nov14
Christian VieriItalyAttacker1973-07-12Jul14
Ernst WilimowskiPolandAttacker1916-06-23Jun14
Gino ColaussiItalyAttacker1914-03-04Mar14
Gustav WetterströmSwedenAttacker1911-10-15Oct14
Ihor BelanovSoviet UnionMidfielder1960-09-25Sep14
Jon Dahl TomassonDenmarkAttacker1976-08-29Aug14
Jorge ValdanoArgentinaAttacker1955-10-04Oct14
Kurt HamrinSwedenMidfielder1934-11-19Nov14
Lajos TichyHungaryAttacker1935-03-21Mar14
Preben ElkjærDenmarkAttacker1957-09-11Sep14
Roger MillaCameroonAttacker1952-05-20May14
Zdeněk ZikánCzechoslovakiaAttacker1937-11-10Nov14
Agustín DelgadoEcuadorAttacker1974-12-23Dec23
Ahn Jung-hwanSouth KoreaAttacker1976-01-27Jan23
Enzo ScifoBelgiumMidfielder1966-02-19Feb23
Jorge BurruchagaArgentinaMidfielder1962-10-09Oct23
Marc WilmotsCBelgiumMidfielder1969-02-22Feb23
Michael BallackCGermanyMidfielder1976-09-26Sep23
Nelson CuevasParaguayAttacker1980-01-10Jan23
Nico ClaesenBelgiumAttacker1962-10-07Oct23
Paulo WanchopeCosta RicaAttacker1976-07-31Jul23
Rónald GómezCosta RicaAttacker1975-01-24Jan23
Thierry HenryFranceAttacker1977-08-17Aug23
Zinedine ZidaneCFranceMidfielder1972-06-23Jun23
André AbegglenSwitzerlandAttacker1909-03-07Mar13
Arne NybergSwedenAttacker1913-06-20Jun13
David PlattEnglandMidfielder1966-06-10Jun13
David VillaSpainAttacker1981-12-03Dec13
Fernando MorientesSpainAttacker1976-04-05Apr13
Fernando TorresSpainAttacker1984-03-20Mar13
Hans SchäferCWest GermanyAttacker1927-10-19Oct13
İlhan MansızTurkeyAttacker1975-08-10Aug13
Jesper OlsenDenmarkMidfielder1961-03-20Mar13
Jürgen KlinsmannWest GermanyAttacker1964-07-30Jul13
Lukas PodolskiGermanyAttacker1985-06-04Jun13
Maxi RodríguezArgentinaMidfielder1981-01-02Jan13
Oreste CorbattaArgentinaAttacker1936-03-11Mar13
Papa Bouba DiopSenegalMidfielder1978-01-28Jan13
PerácioBrazilAttacker1917-11-02Nov13
Raymond KopaFranceMidfielder1931-10-13Oct13
Robbie KeaneRepublic of IrelandAttacker1980-07-08Jul13
Roger PiantoniFranceAttacker1931-12-26Dec13
Todor VeselinovićYugoslaviaAttacker1930-10-22Oct13
Alessandro Del PieroItalyAttacker1974-11-09Nov22
Brian McBrideUnited StatesAttacker1972-06-19Jun22
Carlos TenorioEcuadorAttacker1979-05-14May22
Claudio CaniggiaArgentinaAttacker1967-01-09Jan22
David BeckhamCEnglandMidfielder1975-05-02May22
Fernando HierroCSpainMidfielder1968-03-23Mar22
Jared BorgettiMexicoAttacker1973-08-14Aug22
Julio SalinasSpainAttacker1962-09-11Sep22
Junichi InamotoJapanMidfielder1979-09-18Sep22
Landon DonovanUnited StatesAttacker1982-03-04Mar22
Marco MaterazziItalyDefender1973-08-19Aug22
Michael OwenEnglandAttacker1979-12-14Dec22
MüllerBrazilAttacker1966-01-31Jan22
Oleksandr ZavarovSoviet UnionMidfielder1961-04-24Apr22
Oliver NeuvilleGermanyAttacker1973-05-01May22
Park Ji-sungSouth KoreaMidfielder1981-03-30Mar22
Patrick VieiraFranceMidfielder1976-06-23Jun22
RonaldinhoBrazilMidfielder1980-03-21Mar22
Abderrazak KhairiMoroccoAttacker1962-11-20Nov12
AdrianoBrazilAttacker1982-02-17Feb12
Aleksandar PetakovićYugoslaviaAttacker1930-02-06Feb12
Alexander FreiSwitzerlandAttacker1979-07-15Jul12
Anatoli IlyinSoviet UnionAttacker1931-06-27Jun12
Andriy ShevchenkoCUkraineAttacker1976-09-29Sep12
Aruna DindaneIvory CoastAttacker1980-11-26Nov12
Bartosz BosackiPolandDefender1975-12-20Dec12
Bastian SchweinsteigerGermanyMidfielder1984-08-01Aug12
Bernardo RedínColombiaMidfielder1963-02-26Feb12

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.

30 / 30
PlayerCountryPositionDOBBirth monthWCsGoals
PeléBrazilAttacker1940-10-23Oct0
GarrinchaBrazilAttacker1933-10-28Oct0
EusébioPortugalAttacker1942-01-25Jan0
Bobby CharltonEnglandMidfielder1937-10-11Oct0
Lev YashinSoviet UnionGoalkeeper1929-10-22Oct0
Gerd MüllerWest GermanyAttacker1945-11-03Nov0
Johan CruyffNetherlandsAttacker1947-04-25Apr0
Franz BeckenbauerWest GermanyDefender1945-09-11Sep0
Diego MaradonaArgentinaMidfielder1960-10-30Oct0
Michel PlatiniFranceMidfielder1955-06-21Jun0
ZicoBrazilMidfielder1953-03-03Mar0
Karl-Heinz RummeniggeWest GermanyAttacker1955-09-25Sep0
Paolo RossiItalyAttacker1956-09-23Sep0
RomárioBrazilAttacker1966-01-29Jan0
Ronaldo (R9)BrazilAttacker1976-09-22Sep0
Zinedine ZidaneFranceMidfielder1972-06-23Jun0
RonaldinhoBrazilMidfielder1980-03-21Mar0
KakáBrazilMidfielder1982-04-22Apr0
Fabio CannavaroItalyDefender1973-09-13Sep0
Andrés IniestaSpainMidfielder1984-05-11May0
Xavi HernándezSpainMidfielder1980-01-25Jan0
Cristiano RonaldoPortugalAttacker1985-02-05Feb0
Lionel MessiArgentinaAttacker1987-06-24Jun0
Luka ModrićCroatiaMidfielder1985-09-09Sep0
Kylian MbappéFranceAttacker1998-12-20Dec0
NeymarBrazilAttacker1992-02-05Feb0
Robert LewandowskiPolandAttacker1988-08-21Aug0
Mohamed SalahEgyptAttacker1992-06-15Jun0
Karim BenzemaFranceAttacker1987-12-19Dec0
Vinícius JrBrazilAttacker2000-07-12Jul0

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.

#PlayerTeamOpponentStageYearGoals
1Oleg SalenkoRussiaCameroonGroup19945
2Ernst WilimowskiPolandBrazilRound of 1619384
3AdemirBrazilSwedenFinal round19504
4Sándor KocsisHungaryWest GermanyGroup19544
5EusébioPortugalNorth KoreaQuarter-final19664
6Emilio ButragueñoSpainDenmarkRound of 1619864
7Bert PatenaudeUnited StatesParaguayGroup19303
8Pedro CeaUruguayYugoslaviaSemi-final19303
9Guillermo StábileArgentinaMexicoGroup19303
10Edmund ConenGermanyBelgiumRound of 1619343
11Angelo SchiavioItalyUnited StatesRound of 1619343
12Oldřich NejedlýCzechoslovakiaGermanySemi-final19343
13LeônidasBrazilPolandRound of 1619383
14Gyula ZsengellérHungaryDutch East IndiesRound of 1619383
15Harry AnderssonSwedenCubaQuarter-final19383
16Gustav WetterströmSwedenCubaQuarter-final19383
17Oscar MíguezUruguayBoliviaGroup19503
18Estanislao BasoraSpainUruguayFinal round19503
19Sándor KocsisHungarySouth KoreaGroup19543
20Erich ProbstAustriaCzechoslovakiaGroup19543
21Carlos BorgesUruguayScotlandGroup19543
22Suat MamatTurkeySouth KoreaGroup19543
23Josef HügiSwitzerlandAustriaQuarter-final19543
24Just FontaineFranceParaguayGroup19583
25Just FontaineFranceWest GermanyThird place19583
26PeléBrazilFranceSemi-final19583
27Florian AlbertHungaryBulgariaGroup19623
28Geoff HurstEnglandWest GermanyFinal19663
29Franz BeckenbauerWest GermanySwitzerlandGroup19663
30Helmut HallerWest GermanySwitzerlandGroup19663
31EusébioPortugalBrazilGroup19663
32Gerd MüllerWest GermanyBulgariaGroup19703
33Gerd MüllerWest GermanyPeruQuarter-final19703
34Andrzej SzarmachPolandHaitiGroup19743
35Dušan BajevićYugoslaviaZaireGroup19743
36Robbie RensenbrinkNetherlandsIranGroup19783
37Teófilo CubillasPeruIranGroup19783
38Karl-Heinz RummeniggeWest GermanyChileGroup19823
39Zbigniew BoniekPolandBelgiumSecond round19823
40László KissHungaryEl SalvadorGroup19823
41Paolo RossiItalyBrazilSecond round19823
42Gary LinekerEnglandPolandGroup19863
43Igor BelanovSoviet UnionBelgiumRound of 1619863
44Tomáš SkuhravýCzechoslovakiaCosta RicaRound of 1619903
45MíchelSpainSouth KoreaGroup19903
46Gabriel BatistutaArgentinaGreeceGroup19943
47Gabriel BatistutaArgentinaJamaicaGroup19983
48Miroslav KloseGermanySaudi ArabiaGroup20023
49PauletaPortugalPolandGroup20023
50Gonzalo HiguaínArgentinaSouth KoreaGroup20103
51Thomas MüllerGermanyPortugalGroup20143
52Xherdan ShaqiriSwitzerlandHondurasGroup20143
53Cristiano RonaldoPortugalSpainGroup20183
54Harry KaneEnglandPanamaGroup20183
55Gonçalo RamosPortugalSwitzerlandRound of 1620223
56Kylian MbappéFranceArgentinaFinal20223
56 hat-tricks · 6with 4+ goals · Salenko's 5 (1994) is the only 5-goal haul on record