NBA player performance prediction dataset Dataset

The dataset covers the 2022-23 NBA regular season (2022-10-18 to 2023-01-20) which contains 691 games in 92 game days. There are 582 active players among the 30 teams. Besides 7 basic statistics, we collected 3 tracking statistics, and 3 advanced statistics. We use tracking statistics to more accurately reflect players' movements on the court, and advanced statistics to more properly represent a player's effectiveness and contribution to the game. Together, these two types of data give us a better understanding of factors that are not visible on the scoreboard.

本数据集涵盖了2022-23赛季NBA常规赛（2022年10月18日至2023年1月20日），共计92个比赛日，共691场比赛。在30支队伍中，共有582名活跃球员。除了7项基本统计数据外，我们还收集了3项追踪统计数据和3项高级统计数据。我们运用追踪统计数据以更精确地反映球员在场上的移动情况，而高级统计数据则用以更恰当地展示球员在比赛中的效能与贡献。这两类数据的结合，为我们提供了对那些在得分板上无法直观体现的因素的更深入理解。