Formula 1 races can vary greatly in the number of overtakes (position changes) that occur. Some races are very exciting with many overtakes, while others can have very few overtakes. The idea of this project is to attempt to build a model that can predict whether a given race is likely to feature many or few overtakes based on qualifying and practice session results as well as track attributes.