公开2017-2023年职业公路自行车赛结果与赛道地理信息数据集
Geospatial Road Cycling Race Results Data Set
- 整合2017至2023年数千场职业赛事结果与赛道地理数据
- 首次实现比赛成绩与精确赛道地形的关联分析
- 适合运动科学、轨迹建模与赛事策略研究者使用
自行车数据分析领域因开放数据源有限而发展缓慢，现有研究和数据来源差异巨大。为改善这一状况并推动该领域研究，本文提出发布一个数据集，将2017至2023年间数千场职业公路自行车赛的比赛结果与详细赛道地理信息相连接。该数据集揭示了赛道地形在自行车竞技中的关键作用，初步应用场景展示了将成绩数据与地理信息结合的价值。
原文摘要 · Abstract (English)
The field of cycling analytics has only recently started to develop due to limited access to open data sources. Accordingly, research and data sources are very divergent, with large differences in information used across studies. To improve this, and facilitate further research in the field, we propose the publication of a data set which links thousands of professional race results from the period 2017-2023 to detailed geographic information about the courses, an essential aspect in road cycling analytics. Initial use cases are proposed, showcasing the usefulness in linking these two data sources.
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