The Aim of this repository is to Udderstand The beautiful game ⚽ using Statistics.
This Consists of:
- An xG (Expected Goals) model which calculates the probability of a shot leading to a goal
- A Value model which evaluates and ranks players based on their on ball actions. Used by Football Scouts.
Note:Both of these are based on data from Barclays Premier League from the 2017-18 season. However, users can use data from any of the leagues given here in the dataset. - A Shots and passes map which, as the name suggests maps the shorts and passes of a particular match.