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
2,095
Players in window
88
Teams
23.8
Avg squad size
3
Tournaments
1986, 2002, 2022

Squads by position

Players in the selected window, split by role
GET /aggregates/players?years=1986,2002,2022

By confederation

Where the players come from
GET /aggregates/players?years=1986,2002,2022

Hemisphere split

Northern vs Southern hemisphere national teams
Northern1,739 (83.0%)
Southern356 (17.0%)
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: Apr35 players (13.2%). Range: 1435.

Defenders

Birth-month distribution + 2 GOAT markers
DF
Franz Beckenbauer· Sep
Fabio Cannavaro· Sep
Modal month: Apr66 players (9.8%). Range: 4566.

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: Feb78 players (11.2%). Range: 4178.

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: Jan47 players (10.2%). Range: 3047.

All players

Every player from the 1986, 2002, 2022 squads. Search by name or filter by country, position, birth year or birth month. The C badge marks captains.

2,092 / 2,092
PlayerCountryPositionDOBBirth monthWCsGoals
Kylian MbappéFranceAttacker1998-12-20Dec18
RonaldoBrazilAttacker1976-09-18Sep18
Lionel MessiCArgentinaAttacker1987-06-24Jun17
Gary LinekerEnglandAttacker1960-11-30Nov16
CarecaBrazilAttacker1960-10-05Oct15
Diego MaradonaCArgentinaMidfielder1960-10-30Oct15
Emilio ButragueñoSpainAttacker1963-07-22Jul15
Miroslav KloseGermanyAttacker1978-06-09Jun15
RivaldoBrazilMidfielder1972-04-19Apr15
Alessandro AltobelliItalyAttacker1955-11-28Nov14
Christian VieriItalyAttacker1973-07-12Jul14
Ihor BelanovSoviet UnionMidfielder1960-09-25Sep14
Jon Dahl TomassonDenmarkAttacker1976-08-29Aug14
Jorge ValdanoArgentinaAttacker1955-10-04Oct14
Julián AlvarezArgentinaAttacker2000-01-31Jan14
Olivier GiroudFranceAttacker1986-09-30Sep14
Preben ElkjærDenmarkAttacker1957-09-11Sep14
Álvaro MorataSpainAttacker1992-10-23Oct13
Bukayo SakaEnglandAttacker2001-09-05Sep13
Cody GakpoNetherlandsAttacker1999-05-07May13
Enner ValenciaCEcuadorAttacker1989-11-04Nov13
Fernando MorientesSpainAttacker1976-04-05Apr13
Gonçalo RamosPortugalAttacker2001-06-20Jun13
Henrik LarssonSwedenAttacker1971-09-20Sep13
İlhan MansızTurkeyAttacker1975-08-10Aug13
Jan CeulemansCBelgiumMidfielder1957-02-28Feb13
Jesper OlsenDenmarkMidfielder1961-03-20Mar13
Marc WilmotsCBelgiumAttacker1969-02-22Feb13
Marcus RashfordEnglandAttacker1997-10-31Oct13
Michael BallackGermanyMidfielder1976-09-26Sep13
Nico ClaesenBelgiumAttacker1962-10-07Oct13
Papa Bouba DiopSenegalMidfielder1978-01-28Jan13
PauletaPortugalAttacker1973-04-28Apr13
RaúlSpainAttacker1977-06-27Jun13
RicharlisonBrazilAttacker1997-05-10May13
Robbie KeaneRepublic of IrelandAttacker1980-07-08Jul13
Rudi VöllerWest GermanyAttacker1960-04-13Apr13
Abderrazak KhairiMoroccoAttacker1962-11-20Nov12
Ahn Jung-hwanSouth KoreaAttacker1976-01-27Jan12
Aleksandar MitrovićSerbiaAttacker1994-09-16Sep12
Andrej KramarićCroatiaAttacker1991-06-19Jun12
Breel EmboloSwitzerlandAttacker1997-02-14Feb12
Brian McBrideUnited StatesAttacker1972-06-19Jun12
Bruno FernandesPortugalMidfielder1994-09-08Sep12
Cho Gue-sungSouth KoreaAttacker1998-01-25Jan12
Enzo FernándezArgentinaMidfielder2001-01-17Jan12
Enzo ScifoBelgiumMidfielder1966-02-19Feb12
Fernando HierroCSpainDefender1968-03-23Mar12
Fernando QuirarteMexicoDefender1956-05-17May12
Ferran TorresSpainAttacker2000-02-29Feb12
Giorgian de ArrascaetaUruguayMidfielder1994-06-01Jun12
Harry KaneCEnglandAttacker1993-07-28Jul12
Hasan ŞaşTurkeyAttacker1976-08-01Aug12
Henri CamaraSenegalAttacker1977-05-10May12
Jared BorgettiMexicoAttacker1973-08-14Aug12
Jean-Pierre PapinFranceAttacker1963-11-05Nov12
Jorge BurruchagaArgentinaMidfielder1962-10-09Oct12
JosimarBrazilDefender1961-09-19Sep12
Julio César RomeroParaguayMidfielder1960-08-28Aug12
Junichi InamotoJapanMidfielder1979-09-18Sep12
Kai HavertzGermanyAttacker1999-06-11Jun12
Klaus AllofsWest GermanyAttacker1956-12-05Dec12
Landon DonovanUnited StatesAttacker1982-03-04Mar12
Mehdi TaremiIranAttacker1992-07-18Jul12
Michael OwenEnglandAttacker1979-12-14Dec12
Michel PlatiniCFranceMidfielder1955-06-21Jun12
Mohammed KudusGhanaMidfielder2000-08-02Aug12
Nelson CuevasParaguayAttacker1980-01-10Jan12
NeymarBrazilAttacker1992-02-05Feb12
Niclas FüllkrugGermanyAttacker1993-02-09Feb12
Rafael LeãoPortugalAttacker1999-06-10Jun12
Ramón CalderéSpainMidfielder1959-01-16Jan12
Ritsu DōanJapanMidfielder1998-06-16Jun12
Robert LewandowskiCPolandAttacker1988-08-21Aug12
Roberto CabañasParaguayAttacker1961-04-11Apr12
Rónald GómezCosta RicaAttacker1975-01-24Jan12
RonaldinhoBrazilMidfielder1980-03-21Mar12
Salem Al-DawsariSaudi ArabiaAttacker1991-08-19Aug12
SócratesBrazilMidfielder1954-02-19Feb12
Ümit DavalaTurkeyMidfielder1973-07-30Jul12
Vincent AboubakarCCameroonAttacker1992-01-22Jan12
Wout WeghorstNetherlandsAttacker1992-08-07Aug12
Yannick StopyraFranceAttacker1961-01-09Jan12
Youssef En-NesyriMoroccoAttacker1997-06-01Jun12
JúniorBrazilMidfielder1954-06-29Jun21
Abdelkrim Merry "Krimau"MoroccoAttacker1955-01-13Jan11
Achraf DariMoroccoDefender1999-05-06May11
Adrien RabiotFranceMidfielder1995-04-03Apr11
Agustín DelgadoEcuadorAttacker1974-12-23Dec11
Ahmed RadhiIraqAttacker1964-03-21Mar11
Alessandro Del PieroItalyAttacker1974-11-09Nov11
Alexis Mac AllisterArgentinaMidfielder1998-12-24Dec11
Alphonso DaviesCanadaAttacker2000-11-02Nov11
Álvaro RecobaUruguayMidfielder1976-03-17Mar11
Anders SvenssonSwedenMidfielder1976-07-17Jul11
Andoni GoikoetxeaSpainDefender1956-08-23Aug11
André AyewCGhanaAttacker1989-12-17Dec11
Andreas BrehmeWest GermanyDefender1960-11-09Nov11
Andreas ChristensenDenmarkDefender1996-04-10Apr11
Ángel Di MaríaArgentinaAttacker1988-02-14Feb11

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