FIFA 21 Players & Teams FULL Database / UPD 09.21
FIFA 21 complete dataset — 19020 players and 732 teams
@kaggle.cashncarry_fifa_21_players_teams_full_database
About this Dataset
FIFA 21 Players & Teams FULL Database / UPD 09.21
Story
I scrapy this dataset using pydantic. This dataset contains a minimum of "surprises". I hope you don’t spend a lot of time on preprocessing, as it was with me with the FIFA 20 datasets :)
Content
I have replaced positions that do not exist in fifa, for example ["LS", "RS"] with "ST".
And a few more brief introductory notes:
- monetary values in Euro;
- height in cm;
- weight in kg;
- players without clubs in the Clubs column - "Free agent"
- players who are not include to national teams in the column "NationalTeam" - "Not in team"
Player table
"ID": {
"title": "Id",
"type": "integer"
},
"Name": {
"title": "Name",
"minLength": 3,
"maxLength": 30,
"type": "string"
},
"FullName": {
"title": "Fullname",
"minLength": 3,
"maxLength": 80,
"type": "string"
},
"Age": {
"title": "Age",
"exclusiveMinimum": 14,
"exclusiveMaximum": 60,
"type": "integer"
},
"Height": {
"title": "Height",
"exclusiveMinimum": 140,
"exclusiveMaximum": 220,
"type": "integer"
},
"Weight": {
"title": "Weight",
"exclusiveMinimum": 40,
"exclusiveMaximum": 120,
"type": "integer"
},
"PhotoUrl": {
"title": "Photourl",
"minLength": 1,
"maxLength": 2083,
"format": "uri",
"type": "string"
},
"Nationality": {
"title": "Nationality",
"minLength": 3,
"maxLength": 50,
"type": "string"
},
"Overall": {
"title": "Overall",
"exclusiveMinimum": 20,
"exclusiveMaximum": 100,
"type": "integer"
},
"Potential": {
"title": "Potential",
"exclusiveMinimum": 20,
"exclusiveMaximum": 100,
"type": "integer"
},
"Growth": {
"title": "Growth",
"exclusiveMinimum": -1,
"exclusiveMaximum": 60,
"type": "integer"
},
"TotalStats": {
"title": "Totalstats",
"exclusiveMinimum": 50,
"exclusiveMaximum": 3000,
"type": "integer"
},
"BaseStats": {
"title": "Basestats",
"exclusiveMinimum": 50,
"exclusiveMaximum": 3000,
"type": "integer"
},
"Positions": {
"title": "Positions",
"minLength": 2,
"maxLength": 15,
"type": "string"
},
"BestPosition": {
"title": "Bestposition",
"minLength": 2,
"maxLength": 3,
"type": "string"
},
"Club": {
"title": "Club",
"minLength": 3,
"maxLength": 50,
"type": "string"
},
"ValueEUR": {
"title": "Valueeur",
"exclusiveMinimum": -1,
"type": "integer"
},
"WageEUR": {
"title": "Wageeur",
"exclusiveMinimum": -1,
"type": "integer"
},
"ReleaseClause": {
"title": "Releaseclause",
"exclusiveMinimum": -1,
"type": "integer"
},
"ClubPosition": {
"title": "Clubposition",
"maxLength": 3,
"type": "string"
},
"ContractUntil": {
"title": "Contractuntil",
"exclusiveMinimum": 2018,
"exclusiveMaximum": 2030,
"type": "integer"
},
"ClubNumber": {
"title": "Clubnumber",
"exclusiveMinimum": 0,
"exclusiveMaximum": 100,
"type": "integer"
},
"ClubJoined": {
"title": "Clubjoined",
"exclusiveMinimum": 1990,
"exclusiveMaximum": 2021,
"type": "integer"
},
"OnLoad": {
"title": "Onload",
"type": "boolean"
},
"NationalTeam": {
"title": "Nationalteam",
"default": "Not in team",
"minLength": 3,
"maxLength": 50,
"type": "string"
},
"NationalPosition": {
"title": "Nationalposition",
"maxLength": 3,
"type": "string"
},
"NationalNumber": {
"title": "Nationalnumber",
"exclusiveMinimum": 0,
"exclusiveMaximum": 100,
"type": "integer"
},
"PreferredFoot": {
"title": "Preferredfoot",
"anyOf": [
{
"type": "string",
"pattern": "^Right$"
},
{
"type": "string",
"pattern": "^Left$"
}
]
},
"IntReputation": {
"title": "Intreputation",
"exclusiveMinimum": 0,
"exclusiveMaximum": 6,
"type": "integer"
},
"WeakFoot": {
"title": "Weakfoot",
"exclusiveMinimum": 0,
"exclusiveMaximum": 6,
"type": "integer"
},
"SkillMoves": {
"title": "Skillmoves",
"exclusiveMinimum": 0,
"exclusiveMaximum": 6,
"type": "integer"
},
"AttackingWorkRate": {
"title": "Attackingworkrate",
"minLength": 3,
"maxLength": 10,
"type": "string"
},
"DefensiveWorkRate": {
"title": "Defensiveworkrate",
"minLength": 3,
"maxLength": 10,
"type": "string"
},
"*": {
"title": "Other columns from 'PaceTotal' to 'GKRating",
"exclusiveMinimum": 0,
"exclusiveMaximum": 100,
"type": "integer"
},
Teams table
"ID": {
"title": "Id",
"type": "integer"
},
"Name": {
"title": "Name",
"type": "string"
},
"League": {
"title": "League",
"type": "string"
},
"LeagueId": {
"title": "LeagueId",
"type": "integer"
},
"Overall": {
"title": "Overall",
"exclusiveMinimum": 0,
"exclusiveMaximum": 100,
"type": "integer"
},
"Attack": {
"title": "Attack",
"exclusiveMinimum": 0,
"exclusiveMaximum": 100,
"type": "integer"
},
"Midfield": {
"title": "Midfield",
"exclusiveMinimum": 0,
"exclusiveMaximum": 100,
"type": "integer"
},
"Defence": {
"title": "Defence",
"exclusiveMinimum": 0,
"exclusiveMaximum": 100,
"type": "integer"
},
"TransferBudget": {
"title": "Transferbudget",
"exclusiveMinimum": -1,
"type": "integer"
},
"DomesticPrestige": {
"title": "Domesticprestige",
"exclusiveMinimum": 0,
"exclusiveMaximum": 11,
"type": "integer"
},
"IntPrestige": {
"title": "Intprestige",
"exclusiveMinimum": 0,
"exclusiveMaximum": 11,
"type": "integer"
},
"Players": {
"title": "Players",
"exclusiveMinimum": 0,
"exclusiveMaximum": 50,
"type": "integer"
},
"StartingAverageAge": {
"title": "Startingaverageage",
"exclusiveMinimum": 15,
"exclusiveMaximum": 40,
"type": "number"
},
"AllTeamAverageAge": {
"title": "Allteamaverageage",
"exclusiveMinimum": 15,
"exclusiveMaximum": 40,
"type": "number"
}
Acknowledgements
Thanks sofifa.com for the data
Inspiration
Who to buy in Career Mode? What features affect the price?