ATP Tennis dataset

This dataset contains various information about male tennis players in 2020-2023 and is publicly available. Most of the original data is stored in 3.1_ATP_info.xlsx and can be accessed on the ATP website. On separate sheets, it contains scores like aces, under pressure, breakpoints, etc., for the top players each year. Then, each sheet was preprocessed and converted to csv files. Additionally, heights_weights.csv contains data with heights and weights for tennis players, and final_rankings_{2020-2023}.csv contains rankings at the end of each corresponding year. However, since the year 2023 has not ended yet, we have little data for it. Finally, all the data was merged by year in merged_{2020-2023}.csv.本数据集收录了2020年至2023年间男子网球运动员的各类相关信息，且为公开可用数据集。大部分原始数据存储于3.1_ATP_info.xlsx文件中，可通过职业网球联合会（Association of Tennis Professionals，ATP）官网获取。该Excel文件的多个工作表分别存储了每年顶尖选手的ACE球、抗压得分、破发点等赛事统计数据。随后，各工作表均经过预处理并转换为CSV格式文件。此外，heights_weights.csv包含网球运动员的身高与体重数据，final_rankings_{2020-2023}.csv则收录了各对应年份年末的选手排名信息。由于2023年赛事尚未完全结束，该年份可用数据较为有限。最终，所有数据已按年份合并至merged_{2020-2023}.csv文件中。

搜集汇总

背景与挑战

背景概述

ATP网球数据集包含2020-2023年男子网球运动员的详细统计数据，涵盖发球、破发点等比赛指标及球员身高体重信息，数据经过预处理并按年份分类存储。需要注意的是2023年数据因年份未结束而不完整。