Cached pass-event dataset for "Does Higher Risk Necessarily Entail Higher Reward? A Quantitative Study of the Risk–Reward Relationship in Football Passing"

This record provides the cached event-level pass dataset used in the study “Does Higher Risk Necessarily Entail Higher Reward? A Quantitative Study of the Risk–Reward Relationship in Football Passing.” The dataset was derived from publicly available StatsBomb Open Data. The original event data are available from the StatsBomb Open Data repository: https://github.com/statsbomb/open-data, subject to the provider’s terms of use. The corresponding scripts for data acquisition, pass-event filtering, variable construction, xPass estimation, out-of-fold prediction, risk–reward metric calculation, and sensitivity analyses are available at: https://github.com/aaoonobot/1git. This Zenodo record is provided to support reproducibility by making available the cached event-level pass dataset used in the analysis. Users should comply with the StatsBomb Open Data terms of use and cite StatsBomb as the original data source when using or redistributing research, analysis, or insights based on these data.本记录提供了论文《更高风险必然伴随更高回报？足球传球行为中风险-回报关系的量化研究》中所使用的缓存版事件级传球数据集。 本数据集源自公开可用的StatsBomb开放数据（StatsBomb Open Data）。原始事件数据可通过StatsBomb开放数据仓库获取，地址为https://github.com/statsbomb/open-data，使用时需遵守数据提供者的使用条款。 用于数据获取、传球事件筛选、变量构建、xPass（expected pass，预期传球值）估计、折外预测、风险-回报指标计算以及敏感性分析的配套代码可在以下地址获取：https://github.com/aaoonobot/1git。 本Zenodo记录旨在通过提供本研究分析中使用的缓存版事件级传球数据集，保障研究的可重复性。使用者在使用或再分发基于本数据集生成的研究成果、分析内容或研究见解时，需遵守StatsBomb开放数据的使用条款，并将StatsBomb标注为原始数据源。