AaditTennis/ATP-Tennis-Matches-Dataset-2015-to-2025

ATP Tennis Matches Dataset (2015-2025)

Description

Comprehensive dataset of ATP Tour tennis matches from 2015 to 2025. Contains detailed match statistics, player information, and tournament data scraped from the official ATP Tour website. This dataset provides a complete overview of professional tennis matches over an 11-year period, suitable for sports analytics, machine learning projects, and statistical research.

Dataset Structure

• —Format: CSV files (one per tournament)
• —Years Covered: 2015-2025
• —Scope: All ATP Tour tournaments
• —Total Files: Multiple tournament files organized by year and tournament
• —License: GPL-3.0

Data Contents

Each tournament CSV file includes the following information:

• —Match date and round information
• —Player names, rankings, and seeding
• —Match scores (set-by-set breakdown)
• —Match statistics (aces, double faults, break points, etc.)
• —Tournament name, location, and category
• —Court surface type (hard, clay, grass)
• —Match duration and completion status
• —Winner and loser information

Contributors

• —Yahya - @Yahya777777 - Dataset creation, collection and compilation
• —Vinh Nguyen - @vinhnguyenxyz - Dataset creation, collection and compilation

License

This dataset is licensed under GNU General Public License v3.0 (GPL-3.0).

License Terms:

• —Free to use, modify, and distribute
• —Can be used in commercial projects
• —Must disclose source code
• —Derivative works must use same GPL-3.0 license
• —Must include original license and copyright notice

Usage

This dataset is suitable for:

• —Sports analytics and performance research
• —Tennis match prediction models
• —Player performance analysis and ranking systems
• —Machine learning and AI projects
• —Statistical modeling and trend analysis
• —Academic research in sports science

File Organization

Files are organized by tournament and year using the following naming convention:

Example:

• —australian_open_2023.csv
• —wimbledon_2021.csv
• —us_open_2019.csv

Source Data

• —Primary Source: Official ATP Tour website (atptour.com)
• —Data Type: Publicly available match statistics
• —Collection Method: Automated compilation of publicly available match statistics

Disclaimer

This dataset is created for research and educational purposes. The match data originates from ATP Tour Inc. and this compilation is offered under GPL-3.0 license. Users are responsible for complying with ATP's terms of service for any commercial applications.

Updates

• —Dataset will be periodically updated with new matches
• —Corrections and improvements will be released as new versions
• —Users are encouraged to report data issues via the discussion tab

Citation

If you use this dataset in your research or projects, please cite:

@misc{atp-matches-2015-2025,
  title = {ATP Tennis Matches Dataset (2015-2025)},
  author = {Yahya and Vinh Nguyen},
  year = {2025},
  publisher = {Hugging Face},
  url = {https://huggingface.co/datasets/Yahya777777/ATP-Tennis-Matches-Dataset-2015-to-2025},
  license = {GPL-3.0}
}