A New Dataset for Spatial, Temporal and Tactical Analysis of Female Handball Player Movements

This repository presents a comprehensive dataset detailing the precise indoor positioning of players from a female amateur handball team across 10 real matches. Utilising Ultra-Wideband (UWB) technology, the dataset captures each player's x and y coordinates every second throughout the games. A preliminary game analysis is included, specifying the initiation and termination times of each team's possession. This analysis provides a variety of labels crucial for training machine learning algorithms, encompassing distinctions such as attack or defense, structured or unstructured play, goal outcomes, and the differentiation between counter-attacks and static phases. The dataset comprises 84691 positioning measurements, offering a valuable resource for in-depth study and analysis of player dynamics and game strategies in female handball.本仓库发布了一套全面的数据集，记录了10场真实赛事中女子业余手球队球员的精准室内定位信息。该数据集采用超宽带（Ultra-Wideband, UWB）技术，在比赛全程中以每秒1次的频率采集每位球员的x、y坐标。数据集附带初步赛事分析内容，明确标注了各支球队的控球回合发起与结束时间；该分析提供了训练机器学习算法所需的各类关键标签，涵盖攻防状态、结构化与非结构化打法、进球结果，以及反击与静态阶段的区分等类别。本数据集共包含84691条定位测量数据，可为女子手球赛事中的球员动态与比赛策略的深入研究与分析提供宝贵的学术资源。