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
2,003
Players in window
93
Teams
21.5
Avg squad size
5
Tournaments
1930, 1962, 1974, 1986, 1990

Squads by position

Players in the selected window, split by role
GET /aggregates/players?years=1930,1962,1974,1986,1990

By confederation

Where the players come from
GET /aggregates/players?years=1930,1962,1974,1986,1990

Hemisphere split

Northern vs Southern hemisphere national teams
Northern1,484 (74.1%)
Southern519 (25.9%)
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
GK
Lev Yashin· Oct
Modal month: Jan27 players (10.5%). Range: 1127.

Defenders

Birth-month distribution + 2 GOAT markers
DF
Franz Beckenbauer· Sep
Fabio Cannavaro· Sep
Modal month: Mar74 players (12.1%). Range: 3874.

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: Sep68 players (11.5%). Range: 3768.

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: Sep52 players (9.9%). Range: 3052.

All players

Every player from the 1930, 1962, 1974, 1986, 1990 squads. Search by name or filter by country, position, birth year or birth month. The C badge marks captains.

1,912 / 1,912
PlayerCountryPositionDOBBirth monthWCsGoals
Gary LinekerEnglandAttacker1960-11-30Nov210
Guillermo StábileArgentinaAttacker1905-01-17Jan18
CarecaBrazilAttacker1960-10-05Oct27
Grzegorz LatoPolandAttacker1950-04-08Apr17
Rudi VöllerWest GermanyAttacker1960-04-13Apr26
Salvatore SchillaciItalyAttacker1964-12-01Dec16
Diego MaradonaCArgentinaMidfielder1960-10-30Oct25
Emilio ButragueñoCSpainAttacker1963-07-22Jul25
Lothar MatthäusCWest GermanyMidfielder1961-03-21Mar25
Andrzej SzarmachPolandAttacker1950-10-03Oct15
Johan NeeskensNetherlandsMidfielder1951-09-15Sep15
Pedro CeaUruguayAttacker1900-09-01Sep15
Tomáš SkuhravýCzechoslovakiaAttacker1965-09-07Sep15
Andreas BrehmeWest GermanyDefender1960-11-09Nov24
Jan CeulemansCBelgiumMidfielder1957-02-28Feb24
MíchelSpainMidfielder1963-03-23Mar24
Alessandro AltobelliItalyAttacker1955-11-28Nov14
Bert PatenaudeUnited StatesAttacker1909-11-04Nov14
Dražan JerkovićYugoslaviaAttacker1936-08-06Aug14
Flórián AlbertHungaryAttacker1941-09-15Sep14
GarrinchaBrazilAttacker1933-10-28Oct14
Gerd MüllerWest GermanyAttacker1945-11-03Nov14
Ihor BelanovSoviet UnionMidfielder1960-09-25Sep14
Johnny RepNetherlandsAttacker1951-11-25Nov14
Jorge ValdanoArgentinaAttacker1955-10-04Oct14
Leonel SánchezChileAttacker1936-04-25Apr14
Preben ElkjærDenmarkAttacker1957-09-11Sep14
Ralf EdströmSwedenAttacker1952-10-07Oct14
Roger MillaCameroonAttacker1952-05-20May14
Valentin IvanovSoviet UnionAttacker1934-11-19Nov14
VaváBrazilAttacker1934-11-12Nov14
Enzo ScifoBelgiumMidfielder1966-02-19Feb23
Jorge BurruchagaArgentinaMidfielder1962-10-09Oct23
Nico ClaesenBelgiumAttacker1962-10-07Oct23
Adolf SchererCzechoslovakiaAttacker1938-05-05May13
AmarildoBrazilAttacker1939-06-29Jun13
Carlos PeucelleArgentinaAttacker1908-09-13Sep13
David PlattEnglandMidfielder1966-06-10Jun13
Dušan BajevićYugoslaviaAttacker1948-12-10Dec13
Ivan BekYugoslaviaAttacker1909-10-29Oct13
Jesper OlsenDenmarkMidfielder1961-03-20Mar13
Johan CruyffCNetherlandsMidfielder1947-04-25Apr13
Jürgen KlinsmannWest GermanyAttacker1964-07-30Jul13
Kazimierz DeynaCPolandMidfielder1947-10-23Oct13
Lajos TichyHungaryMidfielder1935-03-21Mar13
Milan GalićCYugoslaviaMidfielder1938-03-08Mar13
Paul BreitnerWest GermanyDefender1951-09-05Sep13
Peregrino AnselmoUruguayAttacker1902-04-30Apr13
PreguinhoCBrazilAttacker1905-02-08Feb13
René HousemanArgentinaMidfielder1953-07-19Jul13
RivellinoBrazilMidfielder1946-01-01Jan13
Julio SalinasSpainAttacker1962-09-11Sep22
MüllerBrazilAttacker1966-01-31Jan22
Oleksandr ZavarovSoviet UnionMidfielder1961-04-24Apr22
Abderrazak KhairiMoroccoAttacker1962-11-20Nov12
Adolfo ZumelzúArgentinaMidfielder1902-01-05Jan12
André MaschinotFranceAttacker1903-06-28Jun12
Bart McGheeUnited StatesAttacker1899-04-30Apr12
Bernardo RedínColombiaMidfielder1963-02-26Feb12
Carlos VidalChileAttacker1902-02-22Feb12
Claudio CaniggiaArgentinaAttacker1967-01-09Jan12
Darko PančevYugoslaviaAttacker1965-09-07Sep12
Davor JozićYugoslaviaDefender1960-09-22Sep12
Đorđe VujadinovićYugoslaviaAttacker1909-11-29Nov12
Dragan StojkovićYugoslaviaMidfielder1965-03-03Mar12
Eladio RojasChileMidfielder1934-11-08Nov12
Emmanuel SanonHaitiAttacker1951-06-25Jun12
Fernando QuirarteMexicoDefender1956-05-17May12
Gabi BalintRomaniaAttacker1963-01-03Jan12
Giacomo BulgarelliItalyMidfielder1940-10-24Oct12
Héctor CastroUruguayAttacker1904-11-29Nov12
Héctor YazaldeArgentinaAttacker1946-05-29May12
Igor ChislenkoSoviet UnionMidfielder1939-09-08Sep12
Ivica ŠurjakYugoslaviaAttacker1953-03-23Mar12
Jaime RamírezChileAttacker1931-08-14Aug12
JairzinhoBrazilAttacker1944-12-25Dec12
Jean-Pierre PapinFranceAttacker1963-11-05Nov12
Joachim StreichEast GermanyAttacker1951-04-13Apr12
Joe JordanScotlandAttacker1951-12-15Dec12
Jorge ToroChileMidfielder1939-01-10Jan12
José SasíaUruguayAttacker1933-12-27Dec12
JosimarBrazilDefender1961-09-19Sep12
Julio César RomeroParaguayMidfielder1960-08-28Aug12
Klaus AllofsWest GermanyAttacker1956-12-05Dec12
Luis MontiArgentinaMidfielder1901-05-15May12
Manuel RosasMexicoDefender1908-02-29Feb12
Marius LăcătușRomaniaAttacker1964-04-05Apr12
Michal BílekCzechoslovakiaMidfielder1965-04-13Apr12
Michel PlatiniCFranceMidfielder1955-06-21Jun12
ModeratoBrazilAttacker1902-07-14Jul12
Pablo DoradoUruguayAttacker1908-06-22Jun12
Ramón CalderéSpainMidfielder1959-01-16Jan12
Roberto BaggioItalyAttacker1967-02-18Feb12
Roberto CabañasParaguayAttacker1961-04-11Apr12
Roland SandbergSwedenAttacker1946-12-16Dec12
Ron FlowersEnglandMidfielder1934-07-28Jul12
Ruud KrolNetherlandsDefender1949-03-24Mar12
Santos IriarteUruguayAttacker1902-11-02Nov12
SócratesBrazilMidfielder1954-02-19Feb12
Stanislav KarasiYugoslaviaAttacker1946-11-08Nov12

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