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
2,383
Players in window
109
Teams
21.9
Avg squad size
5
Tournaments
1930, 1978, 1982, 1986, 2010

Squads by position

Players in the selected window, split by role
GET /aggregates/players?years=1930,1978,1982,1986,2010

By confederation

Where the players come from
GET /aggregates/players?years=1930,1978,1982,1986,2010

Hemisphere split

Northern vs Southern hemisphere national teams
Northern1,746 (73.3%)
Southern637 (26.7%)
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: Feb34 players (11.0%). Range: 1934.

Defenders

Birth-month distribution + 2 GOAT markers
DF
Franz Beckenbauer· Sep
Fabio Cannavaro· Sep
Modal month: Jan74 players (9.9%). Range: 4674.

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: Jan80 players (10.9%). Range: 4280.

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: Jan57 players (9.8%). Range: 3657.

All players

Every player from the 1930, 1978, 1982, 1986, 2010 squads. Search by name or filter by country, position, birth year or birth month. The C badge marks captains.

2,176 / 2,176
PlayerCountryPositionDOBBirth monthWCsGoals
Karl-Heinz RummeniggeCWest GermanyAttacker1955-09-25Sep39
Paolo RossiItalyAttacker1956-09-23Sep39
Guillermo StábileArgentinaAttacker1905-01-17Jan18
Diego MaradonaCArgentinaMidfielder1960-10-30Oct27
Zbigniew BoniekCPolandMidfielder1956-03-03Mar36
Mario KempesArgentinaAttacker1954-07-15Jul26
Gary LinekerEnglandAttacker1960-11-30Nov16
Michel PlatiniCFranceMidfielder1955-06-21Jun35
ZicoBrazilMidfielder1953-03-03Mar35
Alessandro AltobelliItalyAttacker1955-11-28Nov25
Hans KranklAustriaAttacker1953-02-14Feb25
Teófilo CubillasPeruMidfielder1949-03-08Mar25
CarecaBrazilAttacker1960-10-05Oct15
David VillaSpainAttacker1981-12-03Dec15
Diego ForlánUruguayAttacker1979-05-19May15
Emilio ButragueñoSpainAttacker1963-07-22Jul15
Pedro CeaUruguayAttacker1900-09-01Sep15
Rob RensenbrinkNetherlandsAttacker1947-07-03Jul15
Thomas MüllerGermanyMidfielder1989-09-13Sep15
Wesley SneijderNetherlandsMidfielder1984-06-09Jun15
Dominique RocheteauFranceMidfielder1955-01-14Jan34
Daniel BertoniArgentinaAttacker1955-03-14Mar24
Jorge ValdanoArgentinaAttacker1955-10-04Oct24
SócratesCBrazilMidfielder1954-02-19Feb24
Bert PatenaudeUnited StatesAttacker1909-11-04Nov14
Gonzalo HiguaínArgentinaAttacker1987-12-10Dec14
Ihor BelanovSoviet UnionMidfielder1960-09-25Sep14
Leopoldo LuqueArgentinaAttacker1949-05-03May14
Miroslav KloseGermanyAttacker1978-06-09Jun14
Preben ElkjærDenmarkAttacker1957-09-11Sep14
Róbert VittekSlovakiaAttacker1982-04-01Apr14
Daniel PassarellaCArgentinaDefender1953-05-25May33
Alain GiresseFranceMidfielder1952-08-02Aug23
Bernard GenghiniFranceMidfielder1958-01-18Jan23
DirceuBrazilMidfielder1952-06-15Jun23
FalcãoBrazilMidfielder1953-10-16Oct23
Gerry ArmstrongNorthern IrelandAttacker1954-05-23May23
Grzegorz LatoPolandAttacker1950-04-08Apr23
Jan CeulemansCBelgiumMidfielder1957-02-28Feb23
Roberto DinamiteBrazilAttacker1954-04-13Apr23
Walter SchachnerAustriaAttacker1957-02-01Feb23
Asamoah GyanGhanaAttacker1985-11-22Nov13
Carlos PeucelleArgentinaAttacker1908-09-13Sep13
Ernie BrandtsNetherlandsDefender1956-02-03Feb13
Ivan BekYugoslaviaAttacker1909-10-29Oct13
Jesper OlsenDenmarkMidfielder1961-03-20Mar13
Johnny RepNetherlandsAttacker1951-11-25Nov13
Landon DonovanUnited StatesMidfielder1982-03-04Mar13
László KissHungaryAttacker1956-03-12Mar13
Luís FabianoBrazilAttacker1980-11-08Nov13
Luis SuárezUruguayAttacker1987-01-24Jan13
Nico ClaesenBelgiumAttacker1962-10-07Oct13
Peregrino AnselmoUruguayAttacker1902-04-30Apr13
PreguinhoCBrazilAttacker1905-02-08Feb13
Rudi VöllerWest GermanyAttacker1960-04-13Apr13
Marco TardelliItalyMidfielder1954-09-24Sep32
Andrzej SzarmachPolandAttacker1950-10-03Oct22
Billy HamiltonNorthern IrelandAttacker1957-05-09May22
Bryan RobsonCEnglandMidfielder1957-01-11Jan22
Didier SixFranceMidfielder1954-08-21Aug22
Erwin VandenberghBelgiumAttacker1959-01-26Jan22
Javier HernándezMexicoMidfielder1961-08-01Aug22
Joe JordanScotlandAttacker1951-12-15Dec22
Kenny DalglishScotlandAttacker1951-03-04Mar22
Klaus FischerWest GermanyAttacker1949-12-27Dec22
László FazekasHungaryAttacker1947-10-15Oct22
Pierre LittbarskiWest GermanyMidfielder1960-04-16Apr22
Salah AssadAlgeriaAttacker1958-03-13Mar22
Tibor NyilasiCHungaryAttacker1955-01-18Jan22
Włodzimierz SmolarekPolandAttacker1957-07-16Jul22
Abderrazak KhairiMoroccoAttacker1962-11-20Nov12
Adolfo ZumelzúArgentinaMidfielder1902-01-05Jan12
André MaschinotFranceAttacker1903-06-28Jun12
Andrés IniestaSpainMidfielder1984-05-11May12
Antonín PanenkaCzechoslovakiaMidfielder1948-12-02Dec12
Archie GemmillScotlandMidfielder1947-03-24Mar12
Arie HaanNetherlandsMidfielder1948-11-16Nov12
Arjen RobbenNetherlandsAttacker1984-01-23Jan12
Bart McGheeUnited StatesAttacker1899-04-30Apr12
Brett HolmanAustraliaAttacker1984-03-27Mar12
Carlos TevezArgentinaAttacker1984-02-05Feb12
Carlos VidalChileAttacker1902-02-22Feb12
Dieter MüllerWest GermanyAttacker1954-04-01Apr12
Đorđe VujadinovićYugoslaviaAttacker1909-11-29Nov12
ÉderBrazilAttacker1957-05-25May12
ElanoBrazilMidfielder1981-06-14Jun12
Enzo ScifoBelgiumMidfielder1966-02-19Feb12
Fernando QuirarteMexicoDefender1956-05-17May12
Gábor PölöskeiHungaryAttacker1960-10-11Oct12
Héctor CastroUruguayAttacker1904-11-29Nov12
Heinz FloheWest GermanyMidfielder1948-01-28Jan12
Jean-Pierre PapinFranceAttacker1963-11-05Nov12
John WarkScotlandMidfielder1957-08-04Aug12
Jorge BurruchagaArgentinaMidfielder1962-10-09Oct12
JosimarBrazilDefender1961-09-19Sep12
Julio César RomeroParaguayMidfielder1960-08-28Aug12
Kalu UcheNigeriaAttacker1982-11-15Nov12
Keisuke HondaJapanMidfielder1986-06-13Jun12
Klaus AllofsWest GermanyAttacker1956-12-05Dec12
Lee Chung-yongSouth KoreaAttacker1988-07-02Jul12

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