aryanagn / FootPredict

Predict Football match winners using Machine learning and Python libraries

FootPredict ⚽

Predict English Premier League Football match winners using Machine learning and Python libraries. P.S. Arsenal all the way!!!

Idea:

• Scrap match data with requests and beautifulsoup/pandas
• Clean the data for machine learning
• Create models and train/test them to make predictions about the winners
• Measure any accuracy, error and improve mode/predictions

Files:

• scrape_match.ipynb - a Jupyter notebook that scrapes the football data.
• football_prediction.ipynb - a Jupyter notebook that makes predictions on W/L.

Data Resource:

Data was scraped from -> FBref "Easy-to-use source for football stats including player, team, and league stats." (Mentioned on website)