⛏⚽ Scrape soccer data from Club Elo, ESPN, FBref, FiveThirtyEight, Football-Data.co.uk, FotMob, Sofascore, SoFIFA, Understat and WhoScored.

A wrapper for extracting world football (soccer) data from FBref, Transfermark, Understat and fotmob

An asynchronous Python package for https://understat.com/.

fetch understat data

Create a database of ⚽️ data from understat.com

Fantasy Premier League prediction using Machine Learning

UnderStat Web Scrapper

Python package for get data of www.understat.com

Mo Salah had an exceptional season winning the PFA awards, Golden boot and finished with 13 assists making him assist king of 2021-22 season. This is his shotmap

Scrapping Understat for player, match, team and league data using BeautifulSoup

Basic comparison pizza chart. To compare two players The PFA released their Team of the season for the 2021-22 Premier League season. Thiago Alcântara of Liverpool FC was included in the midfield three. Many fans questioned the PFA's decision for the inclusion ahead of the likes of Rodri of Manchester City and Declan Rice of Westham United. Let…

A project to determine the centrality and closeness of a shot to goal.

A Fantasy Premier League (FPL) dashboard which allows users to plot several key performance metrics against each other which allows users to obtain key insights on the statistical indicators of top players in the Premier League (EPL).

Integrating FPL, Transfermarkt, and Understat data, our strategy optimizes squad selection. This approach, leveraging market values and detailed player statistics, ensures both financial prudence and on-field performance. Strategic acquisitions align with set rules and budget constraints, emphasizing value-driven choices for a robust squad

Today we will be doing an introductory study on football analytics and we will get our own scrape data from understat.com. There are already many companies that keep the data revealed in football matches, such as statsbomb, whyscout, opta.