open-source-ml-datasets/EA_SPORTS

The link to the EA SPORTS FIFA Dataset is:- https://dagshub.com/Ln11211/ea-sports-fc-24-complete-player-dataset

Description: The datasets provided include the players data for the Career Mode from FIFA 15 to EA Sports FC 24. The data allows multiple comparisons for the same players across the last 10 versions of the videogame.

Every player, coach, and team available in FIFA 15, 16, 17, 18, 19, 20, 21, 22, 23, and also EA Sports FC 24

All FIFA updates from 10th September 2015 until 22nd September 2023

109 attributes for players, 8 attributes for coaches, and 54 attributes for teams

URL of the scraped players, coaches, and teams

Player positions, with the role in the club and in the national team

Player attributes with statistics as Attacking, Skills, Defense, Mentality, GK Skills, etc.

Player personal data like Nationality, Club, DateOfBirth, Wage, Salary, etc.

Team data regarding their coaches, their overall value, and tactics

Citation: ----

Prerequisite: Knowledge of machine learning algorithms and techniques would be beneficial for using this dataset.

License: CC0: Public Domain

Additional Information: SOURCES https://sofifa.com/

COLLECTION METHODOLOGY Python scripts (requests library)

Data has been scraped from the publicly available website sofifa.com.

As described in https://sofifa.com/robots.txt, there is no limitation at the time of scraping for collecting data for FIFA players, coaches, and teams.

Limitations to scraping the website only relate to player comparisons and API.