"Play by Play": a dataset of handball and basketball game situations in a standardized space

Synthetic dataset of labeled game situations present in recordings of federated handball and basketball matches played in Galicia, Spain. The dataset consists of synthetic data generated from real video frames, including 308,805 labeled handball frames and 56,578 labeled basketball frames extracted from 2,105 handball and 383 basketball 5-second video clips. For each frame, the dataset includes player positions and directions (x, y, vx, vy), and ball position (referees are also considered as players, we do not distinguish teams or players from referees). For each tuple there is an associated game situation: right/left attack, right/left counterattack, right/left penalty and time out.