A SoFIFA webcrawler and Machine Learning prediction
Coming soon: We are currently developing a website to compare players using statistical visualization.
This repo helps addicted FIFA players (like us) build a Dream Team in Manager mode using player statistics from the SoFIFA platform.
We built a web crawler to collect and parse information on all 18000+ FIFA players avaliable at SoFIFA.
Do you want to have easy access to all SoFIFA data? We provide an API for that! Check out the API folder for examples.
We determine optimized player configurations using the data collected from SoFIFA. A subset of player information is used to form an Integer Programming optimization problem. For optimization we use the Pulp python module.
Please see the example Jupyter notebook for implementation details.
🧔 Diogo Dantas:
🤵 Arnaldo Gualberto: