squads
Data on European football clubs' playing squads, seasons 2004/05 through 2020/21 (as found on Transfermarkt).
Data
Squads can be found in the data
directory, in .csv format. There's a sub-directory for each year/season (e.g. 2018/19 season is in data/2018
) containing data for each of these leagues:
- English Premier League
- English Championship
- French Ligue 1
- German 1.Bundesliga
- Italian Serie A
- Spanish La Liga
- Portugese Liga NOS
- Dutch Eredivisie
- Russian Premier Liga
Common variables:
player_name
(player name)position
(preferred position)date_of_birth
(date of birth)age
(age, at time of scrape)nationality
(primary nationality)club_name
(club of player)league_name
(league of player)season
(season, interpolated fromyear
)year
(year)
Code
All source code for producing this dataset can be found in the src
directory.
Usage
Sources
All data was scraped from Transfermarkt, in accordance with their terms of use.