Exploration and Prediction of Player Decisions in MOBA Games

The task is to retrieve and analyse data of one of the big current MOBA games as LOL and DOTA2. Ideally, we want to understand the interactions between team composition, item builds, and the effects of buffs and nervs on the attractiveness of specific champions. Next to an exploratory data analysis, this requires some experimentation with different predictive modeling techniques.