/Xpoints

Primary LanguagePython

Xpoints

Exploring XGphilosophy, some basic implementations using data from understat.com's API.
XG - expected goals (The number of goals you would expect a team to score based on the chances they created.)
XP - expected points (The number of points a team is expected to get based on their chances being converted to goals)

Get Xpoints for all games of the season

Test it on your desired team(EPL, La Liga, Ligue 1, Bundesliga, Seria A, RFPL ):

  • Clone the repo
    git clone https://github.com/sandeshpokhrel54/Xpoints.git

  • install requirements
    cd Xpoints
    pip install -r requirements.txt

  • Run fetch_main.py

    • python fetch_main.py --t "Chelsea" --s "2022"

You also get a plot at the end, of the latest fixture the team played.
Liverpool vs Chelsea

Get plots of the latest games of any league

  • Clone the repo
    git clone https://github.com/sandeshpokhrel54/Xpoints.git

  • install requirements
    cd Xpoints
    pip install -r requirements.txt

  • Run fetch_main.py

    • python latest_gw.py --l "la liga" --s "2022"

One by one plot of the latest games played by each team in the league of the given season in matplotlib.
One of the fixtures of last week(epl)

TODO:

  • maybe a bot to tweet xpoints after each game (Thanks to Elon Musk, this is not happening anytime soon).