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Tennis Match Outcomes and Player Data
Sports & Recreation
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Free
About
This dataset provides detailed information for over 25,000 ATP professional men's tennis matches played between 2013 and 2023. It offers a rich resource for understanding match dynamics, player performance, and tournament trends. Each entry captures key aspects of a match, including participants, their rankings, match outcomes, and betting odds.
Columns
- Tournament: The name of the tournament (e.g., Australian Open, US Open).
- Date: The specific date on which the match took place.
- Series: The category of the tournament (e.g., ATP250, Masters 1000).
- Court: Indicates if the match was played outdoors or indoors.
- Surface: The type of court surface used for the match (e.g., Hard, Clay).
- Round: The specific round of the tournament in which the match was played (e.g., 1st Round, 2nd Round).
- Best of: The maximum number of sets stipulated for the match.
- Player_1: The name of the first participant in the match.
- Player_2: The name of the second participant in the match.
- Winner: The name of the player who won the match.
- Rank_1: The ranking of the first player at the time of the match.
- Rank_2: The ranking of the second player at the time of the match.
- Pts_1: The number of points accumulated by the first player.
- Pts_2: The number of points accumulated by the second player.
- Odd_1: The betting odds for the first player to win.
- Odd_2: The betting odds for the second player to win.
- score: The final score of the match.
Distribution
The dataset is typically provided as a CSV file, named
atp_tennis.csv, and has a size of 3.43 MB. It contains 17 distinct columns and 25,400 valid records. This dataset is not expected to receive further updates.Usage
This dataset is ideal for various analytical applications, including:
- Developing predictive models for ATP match outcomes.
- Analysing player performance across different court surfaces and tournament types.
- Investigating the relationship between player rankings, betting odds, and match results.
- Exploring historical trends in professional men's tennis.
- Researching strategies and statistics in ATP tournaments.
Coverage
The dataset covers all ATP matches from 2013 to 2023, specifically ranging from 1 October 2012 to 2 April 2023. It focuses on male professional tennis players competing in ATP tournaments globally, featuring matches from a wide array of events, including major tournaments like the Australian Open and US Open.
License
Public Domain (CC0)
Who Can Use It
- Sports Analysts: To uncover patterns and insights into player strengths and weaknesses.
- Data Scientists: For building machine learning models to forecast match winners or scores.
- Tennis Enthusiasts: To deepen their understanding and appreciation of the sport.
- Betting Strategists: To refine betting models and identify value in odds.
- Academic Researchers: For studies on sports economics, performance analytics, or statistical modelling.
Dataset Name Suggestions
- ATP Tennis Match Data 2013-2023
- Professional Men's Tennis Match Statistics (2013-2023)
- ATP Tour Historical Match Records
- Tennis Match Outcomes and Player Data
- Global ATP Match Dataset
Attributes
Original Data Source: Tennis Match Outcomes and Player Data
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