Datasets:
Upload folder using huggingface_hub
Browse files- .gitattributes +7 -58
- README.md +45 -0
- female_coaches.csv +53 -0
- female_players (legacy).csv +0 -0
- female_players.csv +3 -0
- female_teams.csv +0 -0
- male_coaches.csv +0 -0
- male_players (legacy).csv +3 -0
- male_players.csv +3 -0
- male_teams.csv +3 -0
.gitattributes
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female_players.csv filter=lfs diff=lfs merge=lfs -text
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male_players[[:space:]](legacy).csv filter=lfs diff=lfs merge=lfs -text
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male_players.csv filter=lfs diff=lfs merge=lfs -text
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male_teams.csv filter=lfs diff=lfs merge=lfs -text
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README.md
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# Access this dataset
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Click the purple Access dropdown button above this README to start working with this repository.
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Follow our documentation to [copy and update](https://xethub.com/assets/docs/getting-started/update-and-iterate) your own version of this dataset.
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# About this dataset
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### Context
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The datasets provided include the players data for the Career Mode from FIFA 15 to FIFA 23. The data allows multiple comparisons for the same players across the last 9 versions of the video game.
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Some ideas of possible analysis:
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- Historical comparison between Messi and Ronaldo (what skill attributes changed the most during time - compared to real-life stats);
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- Ideal budget to create a competitive team (at the level of top n teams in Europe) and at which point the budget does not allow to buy significantly better players for the 11-men lineup. An extra is the same comparison with the Potential attribute for the lineup instead of the Overall attribute;
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- Sample analysis of top n% players (e.g. top 5% of the player) to see if some important attributes as Agility or BallControl or Strength have been popular or not acroos the FIFA versions.
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### Content
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- Every player, coach, and team available in FIFA 15, 16, 17, 18, 19, 20, 21, 22, and also FIFA 23
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- All FIFA updates from 10th September 2015 until 13th January 2023
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- 110 attributes for players, 8 attributes for coaches, and 54 attributes for teams
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- URL of the scraped players, coaches, and teams
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- Player positions, with the role in the club and in the national team
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- Player attributes with statistics as Attacking, Skills, Defense, Mentality, GK Skills, etc.
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- Player personal data like Nationality, Club, DateOfBirth, Wage, Salary, etc.
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- Team data regarding their coaches, their overall value, and tactics
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Updates from previous FIFA 22 dataset are the following:
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- Inclusion of FIFA 23 data
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- Inclusion of all FIFA updates for each version from 15 to 23
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- Addition of coaches and teams data
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- Data provided only with the 2nd yearly FIFA update - like done in the previous datasets - is still available in files called 'male_players (legacy)' and 'female_players (legacy)'
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- Players data for each gender is now combined in a single file for all FIFA versions and updates
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- Only CSV files uploaded (Excel files excluded)
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- Other minor changes (e.g. field in players' data called 'sofifa_id' has been updated to 'player_id', since teams and coaches are now included too)
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### Acknowledgements
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Data has been scraped from the publicly available website [sofifa.com](https://sofifa.com/).
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As described in [https://sofifa.com/robots.txt](https://sofifa.com/robots.txt), there is no limitation at the time of scraping for collecting data for FIFA players, coaches, and teams.
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Limitations to scraping the website only relate to player comparisons and API.
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female_coaches.csv
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coach_id,coach_url,short_name,long_name,dob,nationality_id,nationality_name,face_url
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2079,/coach/2079/gareth-taylor/,G. Taylor,Gareth Taylor,1973-02-25,50,Wales,
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94303,/coach/94303/fabrice-abriel/,F. Abriel,Fabrice Abriel,1979-07-06,18,France,https://cdn.sportmonks.com/images/soccer/players/31/94303.png
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94451,/coach/94451/frederic-biancalani/,F. Biancalani,Frédéric Biancalani,1974-07-21,18,France,
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455803,/coach/455803/andries-jonker/,A. Jonker,Andries Jonker,1962-09-22,34,Netherlands,
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464820,/coach/464820/corinne-diacre/,C. Diacre,Corinne Diacre,1974-08-04,18,France,https://cdn.sportmonks.com/images/soccer/players/20/464820.png
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466607,/coach/466607/xiuquan-jia/,X. Jia,Xiuquan Jia,1963-03-23,155,China PR,https://cdn.sportmonks.com/images/soccer/players/15/466607.png
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529478,/coach/529478/yannick-chandioux/,Y. Chandioux,Yannick Chandioux,1975-09-01,18,France,
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15434001,/coach/15434001/jonas-eidevall/,J. Eidevall,Jonas Eidevall,1983-01-28,46,Sweden,
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19282261,/coach/19282261/patrice-lair/,P. Lair,Patrice Lair,1961-06-16,18,France,
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26313202,/coach/26313202/sandrine-soubeyrand/,S. Soubeyrand,Sandrine Soubeyrand,1973-08-16,18,France,https://cdn.sportmonks.com/images/soccer/players/18/26313202.png
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32431129,/coach/32431129/emma-hayes/,E. Hayes,Emma Hayes,1976-10-18,14,England,
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32431137,/coach/32431137/kelly-chambers/,K. Chambers,Kelly Chambers,,14,England,
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32431158,/coach/32431158/matt-beard/,M. Beard,Matt Beard,1978-01-09,14,England,
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32431159,/coach/32431159/carla-ward/,C. Ward,Carla Ward,,14,England,
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35279752,/coach/35279752/peter-gerhardsson/,P. Gerhardsson,Peter Gerhardsson,1959-08-22,46,Sweden,https://cdn.sportmonks.com/images/soccer/players/8/35279752.png
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35279753,/coach/35279753/desiree-ellis/,D. Ellis,Desiree Ellis,1963-03-14,140,South Africa,
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35279755,/coach/35279755/milena-bertolini/,M. Bertolini,Milena Bertolini,1966-06-24,27,Italy,
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35279765,/coach/35279765/jorge-vilda/,J. Vilda,Jorge Vilda,1981-07-07,45,Spain,https://cdn.sportmonks.com/images/soccer/players/21/35279765.png
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35279766,/coach/35279766/francisco-neto/,F. Neto,Francisco Neto,1981-07-11,38,Portugal,
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35279780,/coach/35279780/jose-antonio-letelier-henriquez/,J. Letelier Henríquez,José Antonio Letelier Henríquez,1966-05-23,55,Chile,
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35280557,/coach/35280557/martina-voss-tecklenburg/,M. Voss-Tecklenburg,Martina Voss-Tecklenburg,1967-12-22,21,Germany,https://cdn.sportmonks.com/images/soccer/players/13/35280557.png
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35280567,/coach/35280567/sarina-glotzbach-wiegman/,S. Glotzbach-Wiegman,Sarina Glotzbach-Wiegman,1969-10-26,34,Netherlands,https://cdn.sportmonks.com/images/soccer/players/23/35280567.png
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35304616,/coach/35304616/sonia-bompastor/,S. Bompastor,Sonia Bompastor,1980-06-08,18,France,
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35681724,/coach/35681724/alain-djeumfa/,A. Djeumfa,Alain Djeumfa,,103,Cameroon,
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37265116,/coach/37265116/brian-sorensen/,B. Sorensen,Brian Sorensen,1980-06-15,13,Denmark,
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37265250,/coach/37265250/thorsteinn-halldorsson/,T. Halldórsson,Thorsteinn Halldórsson,,24,Iceland,
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37296295,/coach/37296295/pedro-martinez-losa/,P. Martínez Losa,Pedro Martínez Losa,,45,Spain,
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37296301,/coach/37296301/amandine-miquel/,A. Miquel,Amandine Miquel,1984-08-04,18,France,
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37303727,/coach/37303727/tony-gustavsson/,T. Gustavsson,Tony Gustavsson,1973-08-14,46,Sweden,
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37342910,/coach/37342910/lydia-bedford/,L. Bedford,Lydia Bedford,,14,England,
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37347540,/coach/37347540/futoshi-ikeda/,F. Ikeda,Futoshi Ikeda,1970-10-04,163,Japan,
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37350128,/coach/37350128/ives-serneels/,I. Serneels,Ives Serneels,1972-10-16,7,Belgium,
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37350129,/coach/37350129/vlatko-andonovski/,V. Andonovski,Vlatko Andonovski,1976-09-14,95,United States,
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37357800,/coach/37357800/hege-riise/,H. Riise,Hege Riise,1969-07-18,36,Norway,
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37375752,/coach/37375752/colin-bell/,C. Bell,Colin Bell,1961-08-05,14,England,
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37416863,/coach/37416863/naruephon-kaenson/,N.Kaenson,Naruephon Kaenson,,188,Thailand,
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37428117,/coach/37428117/beverly-priestman/,B. Priestman,Beverly Priestman,,70,Canada,
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37430277,/coach/37430277/pedro-lopez/,Pedro López,Pedro López,1979-05-06,45,Spain,
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37469773,/coach/37469773/pia-mariane-sundhage/,P. Sundhage,Pia Mariane Sundhage,1960-02-13,46,Sweden,
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37524025,/coach/37524025/marc-skinner/,M. Skinner,Marc Skinner,,14,England,
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37524186,/coach/37524186/rehanne-skinner/,R. Skinner,Rehanne Skinner,1979-11-13,14,England,
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37524489,/coach/37524489/jitka-klimkova/,J. Klimkova,Jitka Klimkova,1974-08-20,12,Czech Republic,
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37554044,/coach/37554044/olli-harder/,O. Harder,Olli Harder,,198,New Zealand,
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45 |
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37573961,/coach/37573961/randy-waldrum/,R. Waldrum,Randy Waldrum,,95,United States,
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37573962,/coach/37573962/hubert-busby/,H. Busby,Hubert Busby,1969-06-18,70,Canada,
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37578659,/coach/37578659/christophe-forest/,C. Forest,Christophe Forest,1969-03-18,18,France,
|
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37612238,/coach/37612238/german-dario-portanova/,G. Portanova,Germán Darío Portanova,1973-10-19,52,Argentina,
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37614418,/coach/37614418/qingxia-shui/,Q. Shui,Qingxia Shui,1966-12-18,155,China PR,
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37615657,/coach/37615657/frederic-goncalves/,F. Gonçalves,Frédéric Gonçalves,1982-03-06,18,France,
|
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37617776,/coach/37617776/mathieu-rufie/,M. Rufié,Mathieu Rufié,1983-06-17,18,France,
|
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37654887,/coach/37654887/gerard-precheur/,G. Prêcheur,Gérard Prêcheur,1959-10-23,18,France,
|
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37667852,/coach/37667852/michel-bradaia/,M. Bradaia,Michel Bradaia,1971-12-03,18,France,
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female_players (legacy).csv
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female_players.csv
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version https://git-lfs.github.com/spec/v1
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oid sha256:f5f63c6790ff46c9a8adc672002dab4887eb9d55bb0e2074b222b9774e39c328
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size 94212088
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female_teams.csv
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male_coaches.csv
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male_players (legacy).csv
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version https://git-lfs.github.com/spec/v1
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oid sha256:13389f463935d257e92811eebbd50405df1a982aa45233a63d1ce075daca133e
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size 90933390
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male_players.csv
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version https://git-lfs.github.com/spec/v1
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oid sha256:011552b96596cd4d07b4f873cd48cf5f3b6bb3dc3a4d6992c5476f74c3492c89
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size 5637100640
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male_teams.csv
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version https://git-lfs.github.com/spec/v1
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oid sha256:22b7d55ba67c8e07c5f496386ce0a9a0cccb00f40cea42d2be62a71563af2a71
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size 112744779
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