Research and Application of Big Data Analysis on the Winning Rules in the Men’s Singles Final of 2021 French Open

Jianjian Lin, Jie Song, Wenjing Zhang, Xiaoyan Li

2022

Abstract

This paper aims to through the practical application of big data in tennis events; the research on big data analysis of tennis events can accurately obtain the winning rules of athletes. This paper makes big data statistics on the matches between Djokovic and Sisipas in the men’s singles final of the 2021 French Open, and uses Excel to process and analyze the data.The results show that Djokovic’s number of Aces is less than that of Tsitsipas, and the number of Double Faults of the two is similar. Tsitsipas’s First Serve Percentage, First Serve Winning Rate and Second Serve Winning Rate are lower than Djokovic’s, Djokovic’s Fastest Serve Speed, Average First Serve Speed and Average Second Serve Speed are slower than Tsitsipas’s, and Tsitsipas’s Receiving Service Winning Rate is lower than Djokovic’s. In AD Court, Djokovic’s first and second serve are mainly in the wide. In Deuce Court, Djokovic’s first serve is mainly in the wide and the second serve is mainly middle; In AD Court, the first serve of Tsitsipas is mainly in the middle and the second serve is mainly in the body. In AD Court, the first serve of Tsitsipas is mainly in the wide and the second serve is mainly in the body. Djokovic is less than Tsitsipas in Short Rallies Points, and Tsitsipas is less than Djokovic in Medium Rallies Points, Long Rallies Points, and Total Points Won. Tsitsipas has more Total Winners than Djokovic in number, but it is lower than Djokovic in Winners Height above Ground, Djokovic has higher speed in Winners Average Spin than Tsitsipas, and the two men have the same speed in the fastest Winners. In terms of impacting points, Djokovic and Tsitsipas’ Winners are mainly distributed near the singles sideline, and Djokovic’s Winners are closer to the baseline than Tsitsipas. It draws the conclusion that through the analysis of the big data of the men’s singles final of the 2021 French Open, it is pointed out that the rules of the athletes’ winning in the competition are: high Serve Success Rate and Winning Rate; It has a high Rate of Receive and Serve; In the stalemate stage, it is necessary to have a stable and continuous offensive ability to obtain more Medium Rallies Points and Long Rallies Points; The impacting points are closer to the sideline and baseline of singles.

Paper Citation

in Harvard Style

Lin J., Song J., Zhang W. and Li X. (2022). Research and Application of Big Data Analysis on the Winning Rules in the Men’s Singles Final of 2021 French Open. In Proceedings of the 4th International Conference on Economic Management and Model Engineering - Volume 1: ICEMME; ISBN 978-989-758-636-1, SciTePress, pages 742-747. DOI: 10.5220/0012043300003620

in Bibtex Style

@conference{icemme22,
author={Jianjian Lin and Jie Song and Wenjing Zhang and Xiaoyan Li},
title={Research and Application of Big Data Analysis on the Winning Rules in the Men’s Singles Final of 2021 French Open},
booktitle={Proceedings of the 4th International Conference on Economic Management and Model Engineering - Volume 1: ICEMME},
year={2022},
pages={742-747},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0012043300003620},
isbn={978-989-758-636-1},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 4th International Conference on Economic Management and Model Engineering - Volume 1: ICEMME
TI - Research and Application of Big Data Analysis on the Winning Rules in the Men’s Singles Final of 2021 French Open
SN - 978-989-758-636-1
AU - Lin J.
AU - Song J.
AU - Zhang W.
AU - Li X.
PY - 2022
SP - 742
EP - 747
DO - 10.5220/0012043300003620
PB - SciTePress