⚽ A game that challenges your knowledge of European football. You can play it as a web application here: Players in Common Challenge
⚽ Several machine learning projects predicting match outcomes, FIFA rankings, and goals using models such as linear regression, random forest, and XGBoost
⚽ Three position-specific player models which identify and score potential transfer targets
⚽ Data gathering methods for scraping from FBref.com, Transfermarkt.com, Understat.com and utilising the StatsBomb API
⚽ Visualisations including match dashboards and passing networks
⚽ Shotmap in R which illustrates the outcome of all of Mo Salah´s 2019/20 shots