transfermarkt_laliga

The resulting dataset contains demographic, contractual, and economic information on the players who make up the rosters of the 20 teams in LaLiga for the 2025/26 season. The data were extracted from the Transfermarkt website using a Python scraper based on the Requests and BeautifulSoup4 libraries. The dataset allows for the analysis of aspects such as the distribution of market values by position and team, players nationality, average age per club, short and long term contract expirations, or dominant foot by position. In total, the dataset includes approximately 500 players distributed among the 20 clubs, with 10 fields per record.