Built on the Zafronix WWC APIGet a free key →

Players analysis, in distribution.

What month were most goalkeepers born? Do attackers cluster differently from defenders? Where do the GOATs (Marta, Mia Hamm, Abby Wambach, Birgit Prinz, Homare Sawa…) fall on the curve — on the modal month or as outliers?

552
Players in window
24
Teams
23.0
Avg squad size
1
Tournaments
2019

Squads by position

Players in the selected window, split by role
GET /aggregates/players?years=2019

By confederation

Where the players come from
GET /aggregates/players?years=2019

Hemisphere split

Northern vs Southern hemisphere national teams
Northern391 (70.8%)
Southern161 (29.2%)
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 + 0 GOAT markers
GK
Modal month: Apr11 players (15.3%). Range: 311.

Defenders

Birth-month distribution + 0 GOAT markers
DF
Modal month: Jan19 players (10.9%). Range: 1019.

Midfielders

Birth-month distribution + 5 GOAT markers
MF
Homare Sawa· Jan
Carli Lloyd· Jul
Hege Riise· Jul
Kristine Lilly· Jul
Formiga· Mar
Modal month: Aug17 players (11.2%). Range: 617.

Attackers

Birth-month distribution + 9 GOAT markers
FW
Marta· Feb
Mia Hamm· Mar
Abby Wambach· Jun
Birgit Prinz· Oct
Michelle Akers· Feb
Sun Wen· Apr
Megan Rapinoe· Jul
Christine Sinclair· Jun
Alex Morgan· Jul
Modal month: May17 players (11.1%). Range: 717.

All players

Every player from the 2019 squad. Search by name or filter by country, position, birth year or birth month. The C badge marks captains. Change the hemisphere filter in the hero above.

552 / 552
PlayerCountryPositionDOBBirth monthClubHtWCsGoals
Abbie McManusEnglandDefender1993-01-14JanManchester City1
Abby DahlkemperUnited StatesDefender1993-05-13MayNorth Carolina Courage1
Abby ErcegNew ZealandDefender1989-11-20NovNorth Carolina Courage1
Adriana LeonCanadaAttacker1992-10-02OctWest Ham United1
Adriana SachsArgentinaDefender1993-12-25DecUAI Urquiza1
Adrianna FranchUnited StatesGoalkeeper1990-11-12NovPortland Thorns1
Agustina BarrosoArgentinaDefender1993-05-20MayMadrid CFF1
Ainon PhanchaThailandDefender1992-01-26JanChonburi Sriprathum1
Aïssatou TounkaraFranceDefender1995-03-16MarAtlético Madrid1
Aitana BonmatíSpainMidfielder1998-01-18JanBarcelona1
Aivi LuikAustraliaMidfielder1985-03-18MarLevante1
Ajara NchoutCameroonAttacker1993-01-12JanVålerenga1
Alaba JonathanNigeriaGoalkeeper1992-06-01JunBayelsa Queens1
Alanna KennedyAustraliaDefender1995-01-21JanOrlando Pride1
Aldana ComettiArgentinaDefender1996-03-03MarSevilla1
Alex GreenwoodEnglandDefender1993-09-07SepManchester United1
Alex MorganUnited StatesAttacker1989-07-02JulOrlando Pride1
Alexandra PoppCGermanyAttacker1991-04-06AprVfL Wolfsburg1
Alexandra TakoundaCameroonAttacker2000-07-07JulEclair1
Alexia PutellasSpainAttacker1994-02-04FebBarcelona1
Ali KriegerUnited StatesDefender1984-07-28JulOrlando Pride1
Ali RileyCNew ZealandDefender1987-10-30OctChelsea1
Alia GuagniItalyDefender1987-10-01OctFiorentina1
Alice OgebeNigeriaAttacker1995-03-30MarRivers Angels1
Alice ParisiItalyMidfielder1990-12-11DecFiorentina1
AlineBrazilGoalkeeper1989-04-15AprGranadilla1
Allie LongUnited StatesMidfielder1987-08-13AugReign FC1
Allysha ChapmanCanadaDefender1989-01-25JanHouston Dash1
Allyson SwabyJamaicaDefender1996-10-03OctRoma1
Almuth SchultGermanyGoalkeeper1991-02-09FebVfL Wolfsburg1
Alyssa NaeherUnited StatesGoalkeeper1988-04-20AprChicago Red Stars1
Amalie EikelandNorwayMidfielder1995-08-26AugSandviken1
Amanda IlestedtSwedenDefender1993-01-17JanTurbine Potsdam1
Amanda MthandiSouth AfricaAttacker1996-05-23MayUniversity of Johannesburg1
Amanda SampedroSpainAttacker1993-06-26JunAtlético Madrid1
Amandine HenryCFranceMidfielder1989-09-28SepLyon1
Amarachi OkoronkwoNigeriaMidfielder1992-12-12DecNasarawa Amazons1
Amel MajriFranceDefender1993-01-25JanLyon1
Amy HarrisonAustraliaMidfielder1996-04-21AprWashington Spirit1
Anam ImoNigeriaAttacker2000-11-30NovRosengård1
Andile DlaminiSouth AfricaGoalkeeper1992-09-02SepMamelodi Sundowns1
Andrea FalcónSpainMidfielder1997-02-28FebAtlético Madrid1
Andrea PereiraSpainDefender1993-09-19SepBarcelona1
AndressaBrazilAttacker1992-11-10NovBarcelona1
AndressinhaBrazilMidfielder1995-05-01MayPortland Thorns1
Anna AnvegårdSwedenAttacker1997-05-10MayVäxjö1
Anna GreenNew ZealandDefender1990-08-20AugMiramar Rangers1
Annalie LongoNew ZealandMidfielder1991-07-01JulUnattached1
Annamaria SerturiniItalyMidfielder1998-05-13MayRoma1
Annette Ngo NdomCameroonGoalkeeper1985-06-03JunAmazone FAP1
Anouk DekkerNetherlandsDefender1986-11-15NovMontpellier1
Asato MiyagawaJapanDefender1998-02-24FebNippon TV Beleza1
Ashleigh ShimJamaicaAttacker1993-11-11NovUnattached1
Ashley LawrenceCanadaDefender1995-06-11JunParis Saint-Germain1
Ashlyn HarrisUnited StatesGoalkeeper1985-10-19OctOrlando Pride1
Asisat OshoalaNigeriaAttacker1994-10-09OctBarcelona1
Augustine EjangueCameroonDefender1989-01-19JanArna-Bjørnar1
Aurelle AwonaCameroonDefender1993-02-02FebDijon1
Aurora GalliItalyMidfielder1996-12-13DecJuventus1
Aya SameshimaJapanDefender1987-06-16JunINAC Kobe Leonessa1
Ayaka YamashitaJapanGoalkeeper1995-09-29SepNippon TV Beleza1
Bambanani MbaneSouth AfricaMidfielder1990-03-12MarBloemfontein Celtic1
BárbaraBrazilGoalkeeper1988-07-04JulKindermann1
Barbara BonanseaItalyAttacker1991-06-13JunJuventus1
BeatrizBrazilAttacker1993-12-17DecHyundai Steel Red Angels1
Becky SauerbrunnUnited StatesDefender1985-06-06JunUtah Royals1
Belén PotassaArgentinaAttacker1988-12-12DecUAI Urquiza1
Beth MeadEnglandAttacker1995-05-09MayArsenal1
Betsy HassettNew ZealandMidfielder1990-08-04AugKR Reykjavik1
Bi XiaolinChina PRGoalkeeper1989-09-18SepDalian Quanjian1
Bongeka GamedeSouth AfricaDefender1999-05-22MayUniversity of the Western Cape1
Busisiwe NdimeniSouth AfricaAttacker1991-06-25JunTshwane University of Technology1
C. J. BottNew ZealandDefender1995-04-22AprVittsjö1
Caitlin FoordAustraliaAttacker1994-11-11NovPortland Thorns1
CamilaBrazilDefender1994-10-10OctOrlando Pride1
Camila SáezChileDefender1994-10-17OctRayo Vallecano1
Carla GuerreroChileDefender1987-12-23DecRayo Vallecano1
Carli LloydUnited StatesAttacker1982-07-16JulSky Blue FC1
Carly TelfordEnglandGoalkeeper1987-07-07JulChelsea1
Carolin SimonGermanyDefender1992-11-24NovLyon1
Caroline Graham HansenNorwayAttacker1995-02-18FebVfL Wolfsburg1
Caroline SegerCSwedenMidfielder1985-03-19MarRosengård1
Caroline WeirScotlandMidfielder1995-06-20JunManchester City1
Cecilie FiskerstrandNorwayGoalkeeper1996-03-20MarLSK Kvinner1
Cecilie Redisch KvammeNorwayDefender1995-11-09NovSandviken1
Celia JiménezSpainDefender1995-06-20JunReign FC1
Chanel Hudson-MarksJamaicaAttacker1997-09-14SepMemphis Tigers1
Chantelle SwabyJamaicaMidfielder1998-08-06AugRutgers Scarlet Knights1
Charlène MeyongCameroonMidfielder1998-11-19NovLouves Minproff1
Charlotte BilbaultFranceMidfielder1990-06-05JunParis FC1
Cheyna MatthewsJamaicaAttacker1993-11-10NovWashington Spirit1
Chiamaka NnadozieNigeriaGoalkeeper2000-12-08DecRivers Angels1
Chiara MarchitelliItalyGoalkeeper1985-05-04MayFlorentia1
Chidinma OkekeNigeriaDefender2000-08-11AugRobo Queens1
Chika HiraoJapanGoalkeeper1996-12-31DecAlbirex Niigata1
Chinaza UchenduNigeriaAttacker1997-12-03DecBraga1
Chinwendu IhezuoNigeriaAttacker1997-04-30AprHenan Huishang1
Chinyelu AsherJamaicaMidfielder1993-05-20MayStabæk1
Chloe ArthurScotlandDefender1995-01-21JanBirmingham City1
Chloe LogarzoAustraliaMidfielder1994-12-22DecWashington Spirit1

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.

14 / 14
PlayerCountryPositionDOBBirth monthClubHtWCsGoals
MartaBrazilAttacker1986-02-19Feb0
Mia HammUnited StatesAttacker1972-03-17Mar0
Abby WambachUnited StatesAttacker1980-06-02Jun0
Birgit PrinzGermanyAttacker1977-10-25Oct0
Homare SawaJapanMidfielder1978-01-06Jan0
Michelle AkersUnited StatesAttacker1966-02-01Feb0
Sun WenChina PRAttacker1973-04-06Apr0
Megan RapinoeUnited StatesAttacker1985-07-05Jul0
Carli LloydUnited StatesMidfielder1982-07-16Jul0
Christine SinclairCanadaAttacker1983-06-12Jun0
Hege RiiseNorwayMidfielder1969-07-18Jul0
Kristine LillyUnited StatesMidfielder1971-07-22Jul0
FormigaBrazilMidfielder1978-03-03Mar0
Alex MorganUnited StatesAttacker1989-07-02Jul0

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