sandeshpokhrel54/xpoints

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.

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.

TODO:

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