If you had to bet, in which minute of a soccer game is a goal most likely to be scored? This project contains the code used to scrape and analyze data from the FIFA World Cup and the English Premier League to answer that question.
A write-up of this project can be found here: Nail-Biter Endings in Soccer.
The data used in the analysis can be found in
/data.
The plots used in the write-up can be found in
/plots.
Create a virtual environment and install this project's dependencies with:
pip3 install -r requirements.txtTo run the scraper to collect the data for analysis, run the following:
python3 -m soccer_stats --scrape fifa eplTo create the plots once the data has been scraped and is located in /data:
python3 -m soccer_stats --plot fifa eplFor help with the available command line options, run:
python3 -m soccer_stats --help