95 datasets found
  1. Europe: share of population playing tennis 2022, by country

    • statista.com
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    Statista, Europe: share of population playing tennis 2022, by country [Dataset]. https://www.statista.com/statistics/1088609/the-total-number-of-tennis-players-across-european-countries-as-a-percentage-total-population/
    Explore at:
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2022
    Area covered
    Europe
    Description

    In 2022, the European countries with the highest share of tennis players among their populations were ****** and ***********, with *** percent. Meanwhile, the country with the largest total number of tennis players in Europe, Germany, had a share of *** percent.

  2. Number of tennis players per court in Europe 2022, by country

    • statista.com
    Updated May 15, 2023
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    Statista (2023). Number of tennis players per court in Europe 2022, by country [Dataset]. https://www.statista.com/statistics/1088883/number-of-tennis-players-per-court-across-european-countries/
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    Dataset updated
    May 15, 2023
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2022
    Area covered
    Europe
    Description

    With ****** players per court, Türkiye topped the list of European countries with the highest ratio of tennis players to tennis courts. Meanwhile, the European average was ***** and the country with the lowest ratio was Ukraine with ****.

  3. Number of professional tennis players in Europe in 2018, by country

    • statista.com
    Updated Jun 21, 2018
    + more versions
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    Statista (2018). Number of professional tennis players in Europe in 2018, by country [Dataset]. https://www.statista.com/statistics/1088882/number-of-professional-tennis-players-across-european-countries/
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    Dataset updated
    Jun 21, 2018
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Jun 2018
    Area covered
    Europe
    Description

    Tennis Europe was founded in 1975 by ** member nations. The organization has since grown to include its current total of ** member nations, encompassing all countries of the European continent, and is now the largest regional association of the sport's governing body, the International Tennis Federation.

    This statistic presents the total number of professional tennis players, within each of the ** member nations of Tennis Europe.

    The ** member nations are classified by Tennis Europe into three statuses: 'A', 'B', and 'C'. The group of ** 'A' nations includes the nations that have traditionally had the largest numbers of tennis participants. The 'B' nations are comprised of countries with a fairly sophisticated tennis infrastructure but smaller total population size than the countries in the group of 'A' nations whereas the 'C' nations are typically small or emerging states.

    Tennis Europe's 'A' nations dominate the sport in Europe, accounting for the vast majority of professional tennis players. The country with the greatest total number of professional tennis players in 2018 was France with over *** individuals, accounting for **** percent of all professional tennis players in Europe.

  4. Europe: number of tennis courts 2018-2022, by country

    • statista.com
    Updated Nov 26, 2025
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    Statista (2025). Europe: number of tennis courts 2018-2022, by country [Dataset]. https://www.statista.com/statistics/1088879/the-number-of-tennis-courts-across-european-countries/
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    Dataset updated
    Nov 26, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    Europe
    Description

    Between 2018 and 2022, the number of tennis courts in Germany declined by around one percent. Despite this, Germany still ranked as the European country with the most tennis courts in 2022. Other high-ranking countries such as the Netherlands and Austria also experienced declines, while the number of courts in Great Britain fell by a staggering ** percent. Meanwhile, other leading countries such as France and Spain saw slight increases in tennis courts, and Greece doubled its court numbers. Which country has the most tennis players? When counting both club members and recreational players, France has the largest number of tennis players among European countries by a significant margin, with around *** million players in 2022. Meanwhile, Germany and Great Britain had the second and third most players, respectively. Across the Atlantic, tennis participation rates in the United States have grown in recent years, reaching over ** million participants. Is there a European governing body for tennis? Established in 1975, Tennis Europe is the governing body for tennis on the European continent. The organization has since grown to include its current total of ** member nations, encompassing all countries of the European continent, and is now the largest regional association of the sport's governing body, the International Tennis Federation. The ** member nations are classified by Tennis Europe into three statuses: 'A', 'B', and 'C'. The group of ** 'A' nations includes the nations that have traditionally had the largest numbers of tennis participants, this includes two of the four Grand Slam hosting nations: France and Great Britain.

  5. WTA Tennis Match Results

    • kaggle.com
    zip
    Updated Jan 15, 2023
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    The Devastator (2023). WTA Tennis Match Results [Dataset]. https://www.kaggle.com/datasets/thedevastator/wta-tennis-match-results-from-2016-and-2018
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    zip(1065575 bytes)Available download formats
    Dataset updated
    Jan 15, 2023
    Authors
    The Devastator
    Description

    WTA Tennis Match Results

    Player Performance Statistics

    By Jon Loyens [source]

    About this dataset

    This dataset contains WTA match results and is a great resource for analyzing the results of professional women's tennis players. The dataset includes details about each match, such as the names of each player, the score, surface type, round type, tournament name and tournament level. It also contains information about the players themselves including their hand preference, height, age, rank points and country of origin. In addition to all these details it also includes double faults by each player in the serves games played by both winner and loser as well as service points won by both winner and looser. This data can be used to create detailed insights into tactics used by different players when playing on varying surfaces at different levels of tournaments throughout their careers. Furthermore it can help provide a deeper understanding of how factors like height or age affect a player’s game between tournaments over time or even during certain matches they participate in!

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    Research Ideas

    • Determining the best-performing players of a given tournament season, by looking at their win/loss record and overall points and ranking for each tournament.
    • Analyzing how courts surface affect a player's performance by looking at the court surface, performance statistics (e.g wins, scores etc.) for each match and comparing them to other surfaces.
    • Building a predictive model that utilizes data from previous tournaments to predict future matches outcomes based on player statistics (e.g rank, height etc) and match circumstances (time of year, court surface etc)

    Acknowledgements

    If you use this dataset in your research, please credit the original authors. Data Source

    License

    See the dataset description for more information.

    Columns

    File: wta_matches_2016.csv | Column name | Description | |:-----------------------|:--------------------------------------------------------| | tourney_name | Name of the tournament. (String) | | surface | Type of court surface the match was played on. (String) | | draw_size | Number of players in the tournament. (Integer) | | tourney_level | Level of the tournament. (String) | | tourney_date | Date of the tournament. (Date) | | match_num | Number of the match. (Integer) | | winner_seed | Seed of the winner. (Integer) | | winner_entry | Entry of the winner. (String) | | winner_name | Name of the winner. (String) | | winner_hand | Hand of the winner. (String) | | winner_ht | Height of the winner. (Integer) | | winner_ioc | Country code of the winner. (String) | | winner_age | Age of the winner. (Integer) | | winner_rank | Rank of the winner. (Integer) | | winner_rank_points | Rank points of the winner. (Integer) | | loser_seed | Seed of the loser. (Integer) | | loser_entry | Entry of the loser. (String) | | loser_name | Name of the loser. (String) | | loser_hand | Hand of the loser. (String) | | loser_ht | Height of the loser. (Integer) | | loser_ioc | Country code of the loser. (String) | | loser_age | Age of the loser. (Integer) | | loser_rank | Rank of the loser. (Integer) | | loser_rank_points | Rank points of the loser. (Integer) | | score | Score of the match. (String) | | best_of | Number of sets in the match. (Integer) | | round | Round of the tournament. (String) | | minutes | Duration of the match. (Integer) | | w_ace | Number of aces by the winner. (Integer) | | w_df | Number of doubl...

  6. Number of tennis players in the U.S. 2011-2024

    • statista.com
    Updated Nov 26, 2025
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    Statista (2025). Number of tennis players in the U.S. 2011-2024 [Dataset]. https://www.statista.com/statistics/191966/participants-in-tennis-in-the-us-since-2006/
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    Dataset updated
    Nov 26, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    United States
    Description

    In 2024, the number of participants in tennis in the United States peaked at approximately ***** million, denoting an increase of ***** percent over the figure reported in the previous year. This continued the trend of steady growth in participation that started in 2020.

  7. Men's Tennis Dataset : Players, Tournaments, Stats

    • kaggle.com
    zip
    Updated Nov 24, 2024
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    Mohd Kumail (2024). Men's Tennis Dataset : Players, Tournaments, Stats [Dataset]. https://www.kaggle.com/datasets/mohammadkumail110/tennis-player-data-serve-return-and-raw
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    zip(22926691 bytes)Available download formats
    Dataset updated
    Nov 24, 2024
    Authors
    Mohd Kumail
    License

    http://opendatacommons.org/licenses/dbcl/1.0/http://opendatacommons.org/licenses/dbcl/1.0/

    Description

    These dataset are collected from the website called tennis abstract which contains the latest matches and records of the matches played in recent tournaments . So, the data set made web-scraping the tennis abstract website which is a reliable source . It contains information about the players who took part in different tournaments and the rounds they played in that particular tournament , also the stats of player for how a player returns and serve.

  8. A large Tennis dataset for ATP and ITF betting

    • kaggle.com
    zip
    Updated Aug 27, 2018
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    Evan Hallmark (2018). A large Tennis dataset for ATP and ITF betting [Dataset]. https://www.kaggle.com/ehallmar/a-large-tennis-dataset-for-atp-and-itf-betting
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    zip(99760667 bytes)Available download formats
    Dataset updated
    Aug 27, 2018
    Authors
    Evan Hallmark
    Description

    Context

    This dataset contains a large number of tennis matches from ATP and ITF leagues. Specifically, matches are available for ATP majors, masters, 500, 250, and challengers, as well as ITF procircuit and juniors. Doubles matches are also available (player_id field will have both names sorted and joined by an underscore ('_'). For example, a doubles team of Roger Federer and Novak Djokovic would appear as novak-djokovic_roger-feder in the player_id column of the all_matches.csv file. Location of players is also recorded, and standardized in a 3 character code. A country join table is also provided for convenience.

    Betting data comes in 3 flavors: Money Line - predict winner of match Spread - predict whether the difference in games (or sometimes sets) between the players is greater (or less) than a certain number Totals - predict whether the total number of games (or sometimes sets) between the players is greater (or less) than a certain number

    Acknowledgements

    Pulled from ITF and ATP sources.

    Inspiration

    Can you write a consistent algorithm to that wins money in the tennis betting market?

  9. Men's Year-End ATP Rankings

    • kaggle.com
    zip
    Updated Jan 15, 2023
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    The Devastator (2023). Men's Year-End ATP Rankings [Dataset]. https://www.kaggle.com/datasets/thedevastator/men-s-year-end-atp-rankings-1972-2016
    Explore at:
    zip(643896 bytes)Available download formats
    Dataset updated
    Jan 15, 2023
    Authors
    The Devastator
    Description

    Men's Year-End ATP Rankings

    A Global Perspective

    By Granger Huntress [source]

    About this dataset

    This dataset provides a comprehensive look at the world of men's professional tennis throughout the Open Era. Every year, a new crop of tennis players has emerged to challenge long-standing traditions, while others have continued to maintain their place near the top. Through this dataset you will uncover which players succeeded in reaching or maintaining their ranking positions in the record books and how they navigated through changing eras in men’s professional tennis. Dive deep into what makes these successful athletes stand out from the rest and make impacts on their game year after year with an overview of invaluable data provided by this collection from first name, birthdate, country of origin, handedness, date range for records kept and more importantly their ATP career end rankings. Whether you are interested in a snapshot view to analyze long term trends or want to get inside insights on why top players succeed—this analysis provides invaluable resources to explore men's ATP rankings throughout its Open Era journey

    More Datasets

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    How to use the dataset

    This dataset is a comprehensive source of men's year-end rankings during the Open Era. Each record includes information on the player's ranking, name, birthdate, country of origin, and handedness. This dataset can be used to study the trends in professional tennis throughout this time period and analyze how they have changed over time.

    To use this dataset effectively one should first explore the data by reviewing some basic statistics. Examples include summary statistics such as total players by country or average ranking across years. Summarizing the data will help get a quick understanding of what the data is composed of and any existing patterns that may be present in it.

    Another important step you can take before analyzing this data deeper would be to check for missing values or outliers within it that could affect your results if ignored or not handled appropriately. Having an understanding about any potential issues with your data like these can save you from potentially misinterpreting results due to an incomplete analysis process at some later point in time after further exploration and analysis has been done with it.

    Once an overview of your dataset has been established and potential issues have been addressed it is now time to start conducting a more detailed exploration into what insights our data holds us answer questions related to Professional Tennis during this time period such as: How did various nations perform over different years? Who was consistently ranked among the top 10 players throughout this period? Any trends we see associated with handedness preference? etc… Answering questions like these properly requires finding appropriate ways analyze them given our available set up variables so keep that in mind when trying pin down connections between our variables using techniques like correlations, linear regression etc… In addition, visualizations can also help you make sense out of large amounts complex multivariable relationships which may exist between varying sets up parameters all at once so don't forget including those whenever possible! This way you'e able maximize accuracy when uncovering hidden intricacies regarding both individual components and holistic summary statistics for tennis rankings all over years covered within this open era range

    Research Ideas

    • Analyzing the global trends in men's tennis in the Open Era over time by examining shifts in countries represented at each year-end ranking.
    • Examining the effectiveness of different opponents based on the nature of their hands (right or left) when compared to men's hand-edness throughout the Open Era.
    • Tracking and predicting future player rankings based on birthdates, country, and other relevant factors that influence performance

    Acknowledgements

    If you use this dataset in your research, please credit the original authors. Data Source

    License

    Unknown License - Please check the dataset description for more information.

    Columns

    File: ltdPlayerMaster.csv | Column name | Description | |:--------------|:---------------------------------------------------| | FIRST | First name of the player. (String) | | LAST | Last name of the player. (String) | | HAND | Handedness of the player (Right or Left). ...

  10. f

    Data_Sheet_1_Influence of the COVID-19 Pandemic on Mood and Training in...

    • datasetcatalog.nlm.nih.gov
    • frontiersin.figshare.com
    Updated Mar 18, 2021
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    Beranek, Philipp; Cruickshank, Travis; Turner, Mitchell; Rogers, Shane L.; Girard, Olivier; Nosaka, Kazunori (2021). Data_Sheet_1_Influence of the COVID-19 Pandemic on Mood and Training in Australian Community Tennis Players.docx [Dataset]. https://datasetcatalog.nlm.nih.gov/dataset?q=0000751471
    Explore at:
    Dataset updated
    Mar 18, 2021
    Authors
    Beranek, Philipp; Cruickshank, Travis; Turner, Mitchell; Rogers, Shane L.; Girard, Olivier; Nosaka, Kazunori
    Area covered
    Australia
    Description

    The COVID-19 outbreak has led to the implementation of strict restrictions in Australia, which have severely impacted sporting activities. Tennis is played by 6.2% of the population within the Oceania region, and is a valuable sport for maintaining social, mental, and physical health. Current literature indicates the COVID-19 pandemic has negatively affected the mental health of Australian residents. The aim of this study was to investigate changes in training and match play due to the outbreak, and its effects on emotional well-being of Australian senior tennis players. Additionally, explore any differences between middle aged (41–60 years) and senior (61 years and over) Australian tennis players. An online survey was used to assess training and match play habits, as well as ascertain the emotional well-being of tennis players. The survey was active from 24th April 2020 until 6th June 2020. Participants were adult (41+ years) tennis players from Australia. Wilcoxon signed rank tests were performed to check for differences in training hours and tennis matches played. Mann–Whitney U tests were used to assess the difference in Brief Emotional Experience Scale (BEES) scores, employment status as well as the training hours and tennis matches played between the two age groups. A Kendall's Tau B correlation test was performed to assess the associations of training, match play and demographic characteristics with BEES scores. Kruskal–Wallis tests assessed differences in BEES scores between participants of differing match play formats, tennis experience and cessation of tennis training time periods. There were 245 respondents who met our inclusion criteria. Tennis training hours along with the tennis matches played significantly decreased during COVID-19 compared to pre-COVID-19, 85.09 and 88.48%, respectively. No significant (p > 0.05) differences were observed between age groups for any of the training modality hours, nor was there any significant difference in number of tennis matches played. The participants average BEES score was 0.99 ± 1.27, indicating that respondents had a positive emotional well-being during the COVID-19 pandemic. The emotional well-being of the senior group was significantly (P = 0.002) higher than the middle aged group. Together, our results show that training and tennis match play decreased during the COVID-19 pandemic, however the emotional well-being of senior tennis players in Australia appeared to not be negatively affected.

  11. n

    Data from: Senescent declines in elite tennis players are similar across the...

    • data-staging.niaid.nih.gov
    • search.dataone.org
    • +3more
    zip
    Updated Jul 9, 2018
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    Andreas Sutter; Sam Barton; Manmohan Dev Sharma; Ugofilippo Basellini; David J. Hosken; Catharine Ruth Archer (2018). Senescent declines in elite tennis players are similar across the sexes [Dataset]. http://doi.org/10.5061/dryad.58dm217
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    zipAvailable download formats
    Dataset updated
    Jul 9, 2018
    Dataset provided by
    University of Southern Denmark
    University of Exeter
    Authors
    Andreas Sutter; Sam Barton; Manmohan Dev Sharma; Ugofilippo Basellini; David J. Hosken; Catharine Ruth Archer
    License

    https://spdx.org/licenses/CC0-1.0.htmlhttps://spdx.org/licenses/CC0-1.0.html

    Description

    Aging is characterized by rising mortality, declining fertility and declines in physiological function with age (functional senescence). Sex-differences in the tempo and severity of survival and fertility declines are widespread, but it is less clear how often, and how much trajectories of functional senescence diverge between the sexes. We tested how physiological function changed with age in male and female elite tennis players using first-serve speed (power) and first-serve accuracy as performance measures. We found absolute differences between the sexes with men serving more quickly, but less accurately than women. Both power and accuracy showed senescent declines but these began earlier for power. There were signals of trait-compensation, where players with pronounced power declines showed increases in accuracy, which might partially buffer against power deterioration. However, there were no sex differences in how either trait changed with age, contrasting with other sports. Sex differences in functional senescence are probably shaped by interactions between natural and sexual selection, the proximate costs of trait expression and a trait’s genetic architecture, and so are highly trait-specific. We discuss the strengths and potential pitfalls of using elite athletes to disentangle these complex interactions.

  12. D

    Tennis Baskets Market Report | Global Forecast From 2025 To 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Jan 7, 2025
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    Dataintelo (2025). Tennis Baskets Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/tennis-baskets-market
    Explore at:
    pptx, pdf, csvAvailable download formats
    Dataset updated
    Jan 7, 2025
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Tennis Baskets Market Outlook



    The tennis baskets market is experiencing a steady evolution, with a market size estimated at $XX billion in 2023, projected to reach $XX billion by 2032, growing at a notable CAGR of X.X%. The demand for tennis baskets is primarily driven by the rising interest in tennis as both a competitive sport and a recreational activity worldwide. Factors such as the expansion of tennis training facilities, increasing participation in tennis across various age groups, and the growing emphasis on sports education in schools are contributing significantly to the market's growth. Moreover, technological innovations in product design, aimed at enhancing user convenience and efficiency, are further propelling the market forward.



    The rising awareness about the health benefits associated with playing tennis is a major driver for the growth of the tennis baskets market. Tennis is increasingly being recognized not just as a competitive sport but also as an excellent form of cardiovascular exercise, which improves fitness, agility, and overall health. This has led to a surge in tennis participation rates globally, particularly among youths and the elderly who are seeking engaging ways to maintain an active lifestyle. As more people take up tennis, the demand for equipment, including tennis baskets for practice and training, has consequently increased. This trend is particularly noticeable in urban areas where sports facilities are expanding rapidly to accommodate the growing number of tennis enthusiasts.



    Technological advancements and innovations in the design of tennis baskets have also played a crucial role in the market's growth. Modern tennis baskets are being designed with enhanced features such as lightweight materials, easy mobility, and ergonomic designs to improve user convenience. These advancements have made it easier for players and coaches to transport and handle tennis balls during practice sessions, thereby increasing the efficiency of training. Furthermore, some manufacturers are incorporating smart technologies into tennis baskets, such as sensors that track the number and location of balls, which is appealing to tech-savvy consumers who seek a more integrated training experience.



    The burgeoning popularity of tennis as a professional sport, with a growing number of tournaments and events, has significantly boosted the demand for high-quality tennis baskets used in professional training and coaching. The success stories of professional tennis players have inspired many young athletes to pursue tennis, leading to an increased enrollment in tennis clubs and training academies. This, in turn, has spurred the demand for tennis equipment, including baskets, as clubs and training facilities strive to provide the best resources for developing future champions. Furthermore, the involvement of international sports bodies and corporations in promoting tennis at grassroots levels has encouraged more individuals to participate, further fueling market growth.



    An interesting development in the realm of tennis equipment is the introduction of the Tennis Vibrator, a device designed to enhance the training experience by providing real-time feedback on ball impact and vibration. This innovative tool is gaining traction among both amateur and professional players who seek to refine their skills with precise data. The Tennis Vibrator works by attaching to the racket, analyzing the vibrations produced upon ball contact, and offering insights into the player's technique. Such advancements are not only making training more efficient but also more engaging, as players can track their progress and make necessary adjustments to improve their game. With the increasing focus on technology-driven training solutions, the Tennis Vibrator represents a significant step forward in personalized sports coaching.



    Regionally, the market outlook varies with Asia Pacific expected to be one of the fastest-growing regions due to the increasing popularity of tennis in countries like China, India, and Japan. These countries have seen significant investments in sports infrastructure and a growing interest in tennis among both youth and adults. Meanwhile, North America continues to be a dominant region in terms of market size, attributed to the well-established tennis culture and the presence of numerous tennis clubs and training facilities. Europe follows closely, with a strong tradition of tennis and a significant number of tournaments attracting a large audience and participants every year. Latin America and the Middle East &

  13. Data from: Development of Youth Tennis Players: A Study Based on the Ranking...

    • figshare.com
    bin
    Updated Oct 28, 2023
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    hui chen (2023). Development of Youth Tennis Players: A Study Based on the Ranking History of Top ATP/WTA Players Worldwide and China [Dataset]. http://doi.org/10.6084/m9.figshare.24187413.v1
    Explore at:
    binAvailable download formats
    Dataset updated
    Oct 28, 2023
    Dataset provided by
    Figsharehttp://figshare.com/
    Authors
    hui chen
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    The data for this study was mainly collected from publicly available sources, including the official ATP website (www.atptour.com), the official WTA website (www.wtatennis.com). In addition, no more than 10% of the data on the age of starting tennis were taken from Wikipedia in conjunction with the results of other web searches. The top 100 ATP and WTA ranked players have been included in the research scope. Furthermore, taking into account the limited number of Chinese athletes in the sample, two relatively high-ranking Chinese players were supplemented as research subjects. A total of 202 players` ranking information was used for analysis.

  14. WTA Match Statistics

    • kaggle.com
    zip
    Updated Jan 12, 2023
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    The Devastator (2023). WTA Match Statistics [Dataset]. https://www.kaggle.com/datasets/thedevastator/wta-match-statistics-from-2016-to-2018
    Explore at:
    zip(1065575 bytes)Available download formats
    Dataset updated
    Jan 12, 2023
    Authors
    The Devastator
    Description

    WTA Match Statistics

    Player Performance and Tournament Details

    By Jon Loyens [source]

    About this dataset

    The Women's Tennis Association (WTA) is an international tennis organization that governs the Women’s professional tennis tours, leagues and events around the world. For over a decade, Jeff Sackmann has carefully collected WTA match results data that include valuable information about individual players, scores, and statistics. With this dataset of nearly 25000 matches you can analyze up-and-coming players in women's tennis, compare and contrast their performances across tournaments of different levels around the world, draw correlations between performance metrics such as service points won or break points faced to victory outcomes, or gain insight into game trends within all WTA nations. At Tennis Abstract we believe in open and fair access to sports statistics for everyone so this data set is licensed for non-commercial use only under a Creative Commons Attribution license. Now go ahead and explore!

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    • 🚨 Your notebook can be here! 🚨!

    How to use the dataset

    Welcome to our guide on the WTA Match Statistics dataset! This guide will help you understand the different columns and what kind of information is available in this dataset.

    To start, let’s review some information about the table that contains WTA's match results. This table includes various match stats such as: tournament name, surface type, draw size, tournament level, date played and winner/loser entries. It also includes important player information such as a player's name, hand preference, height, country code and age. Additionally you'll find more detailed data related to individual matches including the score of each match as well as interesting details such as the number of double faults committed or aces made by each player etc. You can even filter results down by selecting specific rounds or best-of sets e.g., 5 sets or 3 sets - depending on your research requirements!

    The first column listed under “tourney_name” stands for Tournament Name which indicates which tournament your particular row pertains to for example ATP 1000 Monte Carlo etc... The next important bit of data is “surface” and this denotes the court surface that was used in that particular game; i..e; Clay , Hard Court .etc . Moving ahead we have draw_size column shows us how many players were involved in that specific game; typically ranging from 128 (Grand Slams) down to 16 (quarter finals). Similarly with tourney _level you can see whether it was an ATP 500 / Masters Series / ITF tour event ; all denoted by M(Masters Series),G(Grand Slams) ,A (ATP 1000 Series); I(ITF tour events). Next up are relevant dates indicated under tourney_date' listing all dates going forward until finals related which denote a Tournament Finals if any occur at month end etc;and denote loser winner ranks accordingly within correspoding columns listed. In cascading further , “Winner Seed” column stands for seed refers to ranking points gained by players based on their performance at ATP tournaments throughout their career.. Someone with higher seeds stand would mean they were respected competitors within this field while lower seed would not show equivalently strong ability nor accomplishments up until then However reliance solely on seeding won't give business true insights because lower seeded players go far sometimes abd nulify expectations , so let us move forward

    Research Ideas

    • Analyzing strategies employed by the top players in women’s tennis to better understand their approach to winning games and tournaments.
    • Examining competition levels in different regional and international tennis circuits, or among players of different ages, genders, and skill levels.
    • Using machine learning techniques to make predictions about upcoming WTA matches based on the historical trends present in this dataset

    Acknowledgements

    If you use this dataset in your research, please credit the original authors. Data Source

    License

    See the dataset description for more information.

    Columns

    File: wta_matches_2016.csv | Column name | Description | |:-----------------------|:--------------------------------------------------------| | tourney_name | Name of the tournament. (String) | | surface | Type of court surface the match was played on. (String) | | draw_size | Number of players in the tournament. (Integer) | | tourney_level | Level o...

  15. G

    Tennis Racquet Lead Tape Market Research Report 2033

    • growthmarketreports.com
    csv, pdf, pptx
    Updated Oct 6, 2025
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    Growth Market Reports (2025). Tennis Racquet Lead Tape Market Research Report 2033 [Dataset]. https://growthmarketreports.com/report/tennis-racquet-lead-tape-market
    Explore at:
    pdf, csv, pptxAvailable download formats
    Dataset updated
    Oct 6, 2025
    Dataset authored and provided by
    Growth Market Reports
    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Tennis Racquet Lead Tape Market Outlook



    According to our latest research, the global Tennis Racquet Lead Tape market size reached USD 72.4 million in 2024 and is expected to expand at a robust CAGR of 5.7% from 2025 to 2033. By the end of the forecast period, the market is projected to achieve a value of USD 121.7 million in 2033. The primary growth factor driving this market is the increasing emphasis on racquet customization among both professional and amateur tennis players, aiming to optimize performance and comfort.



    One of the fundamental growth drivers for the Tennis Racquet Lead Tape market is the rising popularity of tennis as a global sport, especially among young adults and juniors. The surge in tennis tournaments, both at the grassroots and professional levels, has led to higher demand for advanced racquet customization options. Lead tape, which allows players to fine-tune the balance and weight of their racquets, has become an essential accessory for enhancing power, control, and stability. With more players seeking a competitive edge, the adoption of lead tape is anticipated to grow steadily, supported by increasing awareness of its benefits through coaching clinics, online tutorials, and endorsements from professional athletes.



    Technological advancements and product innovations are also significantly contributing to market expansion. Manufacturers are focusing on developing lead tapes that are not only easy to apply but also offer enhanced durability and safety features. The introduction of pre-cut and customizable lead tapes has simplified the process for end-users, allowing them to tailor their racquets according to specific playing styles. Additionally, the proliferation of e-commerce platforms has made it easier for consumers to access a wide range of lead tape products, further fueling market growth. The availability of detailed product information and user reviews online aids in informed decision-making, thereby increasing the adoption rate among both seasoned and novice players.



    The market is also benefitting from the growing number of tennis academies and sports clubs worldwide. These institutions often recommend or provide lead tape to their members as part of personalized coaching programs. Furthermore, the trend of do-it-yourself racquet customization is gaining momentum, particularly among amateur players and enthusiasts who wish to emulate professional techniques. This has led to a surge in demand for both roll and pre-cut lead tapes, catering to diverse user preferences. The expanding base of tennis participants, coupled with the rising disposable income in emerging economies, is expected to sustain the growth trajectory of the Tennis Racquet Lead Tape market over the forecast period.



    Regionally, North America continues to dominate the Tennis Racquet Lead Tape market, accounting for the largest revenue share in 2024. Europe follows closely, driven by a strong tennis culture and frequent international tournaments. The Asia Pacific region is emerging as a high-growth market, propelled by increasing sports infrastructure investments and a burgeoning population of young tennis players. Latin America and the Middle East & Africa, while still nascent, are witnessing gradual adoption due to rising sports awareness and government initiatives to promote physical activity. Collectively, these regional dynamics are shaping the global landscape of the Tennis Racquet Lead Tape market, with promising opportunities for stakeholders across the value chain.





    Product Type Analysis



    The Tennis Racquet Lead Tape market is segmented by product type into Pre-Cut Lead Tape, Roll Lead Tape, and Customizable Lead Tape. Pre-Cut Lead Tape has gained considerable traction among both amateur and professional players due to its convenience and ease of application. These tapes are designed to fit specific racquet areas, minimizing the margin for error during installation. The pre-cut format appeals particularly to players who seek quick adjustments without the need for specialized tools or expertise. As a r

  16. G

    Smart Tennis Racket Market Research Report 2033

    • growthmarketreports.com
    csv, pdf, pptx
    Updated Aug 23, 2025
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    Growth Market Reports (2025). Smart Tennis Racket Market Research Report 2033 [Dataset]. https://growthmarketreports.com/report/smart-tennis-racket-market
    Explore at:
    pptx, csv, pdfAvailable download formats
    Dataset updated
    Aug 23, 2025
    Dataset authored and provided by
    Growth Market Reports
    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Smart Tennis Racket Market Outlook



    As per our latest research, the global Smart Tennis Racket market size reached USD 245.7 million in 2024, reflecting robust adoption among both professional and amateur players. The market is expected to expand at a CAGR of 18.2% from 2025 to 2033, reaching a forecasted value of USD 1,075.6 million by 2033. This impressive growth is driven by technological advancements, increasing demand for data-driven sports training, and the growing popularity of tennis worldwide. The integration of IoT and sensor technologies is fundamentally transforming how players approach training and performance improvement, fueling the rapid expansion of the smart tennis racket industry.



    One of the primary growth factors for the Smart Tennis Racket market is the rising demand for personalized sports analytics. Modern athletes, coaches, and even recreational players are increasingly seeking ways to monitor and enhance their performance. Smart tennis rackets, equipped with advanced sensors and connectivity features, provide real-time feedback on metrics such as swing speed, ball impact location, spin, and shot consistency. This data-driven approach to training enables users to identify strengths and weaknesses, tailor their practice sessions, and ultimately improve their game. The proliferation of smart wearables and the growing acceptance of technology in sports are further accelerating the adoption of smart tennis rackets across all player segments.



    Another significant driver is the increasing penetration of smartphones and connected devices, which has made it easier for users to access and analyze performance data. Most smart tennis rackets are designed to sync seamlessly with mobile applications, allowing players to review detailed analytics and share progress with coaches or peers. This connectivity not only enhances the user experience but also fosters a sense of community among tennis enthusiasts. Moreover, sports clubs and training centers are incorporating smart rackets into their coaching programs to offer differentiated, technology-enabled services. This trend is expected to continue as tennis organizations strive to attract and retain members by offering innovative training solutions.



    The market is also benefiting from the growing emphasis on health and fitness, particularly in the wake of the global pandemic. As people become more health-conscious, there is a rising interest in sports and outdoor activities, with tennis emerging as a preferred choice for many. Smart tennis rackets appeal to both beginners and seasoned players by providing actionable insights that help optimize training and prevent injuries. Furthermore, the increasing popularity of tennis tournaments and the visibility of professional players using smart equipment are inspiring wider adoption among amateurs. The convergence of these factors is creating a fertile environment for the sustained growth of the smart tennis racket market.



    Regionally, North America holds the largest share of the smart tennis racket market, driven by the presence of prominent tennis tournaments, high disposable incomes, and a strong culture of sports innovation. Europe follows closely, with countries like the UK, Germany, and France witnessing significant uptake due to established tennis traditions and supportive government initiatives. The Asia Pacific region is emerging as a lucrative market, fueled by increasing sports participation rates and rising investments in sports technology infrastructure. Latin America and the Middle East & Africa are also showing promising growth, albeit from a smaller base, as tennis gains popularity and digital transformation accelerates in these regions.





    Product Type Analysis



    The Smart Tennis Racket market can be segmented by product type into Power Rackets, Control Rackets, and Tweener Rackets. Power rackets are designed for players seeking to maximize the force behind their shots. These rackets typically feature a larger head size and lighter frame, making them ideal

  17. R

    Smart Tennis Racket Sensor Market Research Report 2033

    • researchintelo.com
    csv, pdf, pptx
    Updated Aug 14, 2025
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    Research Intelo (2025). Smart Tennis Racket Sensor Market Research Report 2033 [Dataset]. https://researchintelo.com/report/smart-tennis-racket-sensor-market
    Explore at:
    pdf, pptx, csvAvailable download formats
    Dataset updated
    Aug 14, 2025
    Dataset authored and provided by
    Research Intelo
    License

    https://researchintelo.com/privacy-and-policyhttps://researchintelo.com/privacy-and-policy

    Time period covered
    2024 - 2033
    Area covered
    Global
    Description

    Smart Tennis Racket Sensor Market Outlook



    According to our latest research, the Global Smart Tennis Racket Sensor market size was valued at $187 million in 2024 and is projected to reach $526 million by 2033, expanding at a robust CAGR of 12.1% during the forecast period 2025–2033. The primary growth driver for this market is the increasing integration of advanced sensor technology with tennis equipment, enabling real-time performance analytics, personalized coaching, and data-driven training regimens. As tennis players and coaches globally seek to leverage data for skill enhancement and injury prevention, the adoption of smart tennis racket sensors is experiencing significant momentum across both professional and amateur segments.



    Regional Outlook



    North America currently holds the largest share of the Smart Tennis Racket Sensor market, accounting for approximately 38% of global revenue in 2024. This region’s dominance is fueled by a mature sports technology ecosystem, high disposable incomes, and a strong culture of early technology adoption among athletes and sports academies. The presence of several leading sensor manufacturers and tennis equipment brands, coupled with widespread access to advanced training facilities, further consolidates North America's leadership. Additionally, the proliferation of tennis clubs, collegiate sports programs, and an active base of amateur and professional players drive consistent demand for technologically advanced training aids, including smart racket sensors.



    The Asia Pacific region is projected to be the fastest-growing market, with an impressive CAGR of 16.3% from 2025 to 2033. This rapid expansion is attributed to increasing investments in sports infrastructure, a burgeoning middle class, and rising interest in tennis across countries such as China, Japan, South Korea, and India. Regional governments and private entities are actively promoting tennis as part of broader health and wellness initiatives, leading to greater participation rates and higher demand for performance-enhancing technologies. The entry of global and local players offering affordable, feature-rich smart sensors is also making these products accessible to a broader consumer base, further accelerating market growth in Asia Pacific.



    In emerging economies such as those in Latin America and the Middle East & Africa, the adoption of smart tennis racket sensors is gradually gaining traction, although it remains at a nascent stage compared to developed regions. Key challenges include limited access to advanced sporting equipment, lower awareness of the benefits of smart sensors, and price sensitivity among consumers. However, targeted initiatives by sports federations, increasing digital literacy, and the growing popularity of tennis as a recreational activity are expected to drive incremental demand. Localized marketing strategies, partnerships with sports academies, and government support for youth sports programs are likely to play a pivotal role in overcoming adoption barriers and fostering market growth in these regions.



    Report Scope







    Attributes Details
    Report Title Smart Tennis Racket Sensor Market Research Report 2033
    By Product Type Integrated Sensors, Attachment Sensors
    By Technology Bluetooth, Wi-Fi, Others
    By Application Professional Players, Amateur Players, Coaches, Sports Academies, Others
    By Distribution Channel Online Stores, Specialty Sports Stores, Retail Stores, Others
    Regions Covered North America, Europe, Asia Pacific, Latin America and Middle East & Africa
    Countries Covered &

  18. Distribution and analysis of the birth dates of Chinese national men‘s...

    • plos.figshare.com
    xls
    Updated Oct 10, 2023
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    Yisheng Aku; Cheng-bo Yang (2023). Distribution and analysis of the birth dates of Chinese national men‘s junior tennis team. [Dataset]. http://doi.org/10.1371/journal.pone.0292443.t004
    Explore at:
    xlsAvailable download formats
    Dataset updated
    Oct 10, 2023
    Dataset provided by
    PLOShttp://plos.org/
    Authors
    Yisheng Aku; Cheng-bo Yang
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    Distribution and analysis of the birth dates of Chinese national men‘s junior tennis team.

  19. Tennis Apparel Market Analysis Americas - Size and Forecast 2024-2028

    • technavio.com
    pdf
    Updated Sep 14, 2024
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    Technavio (2024). Tennis Apparel Market Analysis Americas - Size and Forecast 2024-2028 [Dataset]. https://www.technavio.com/report/tennis-apparel-market-in-americas-industry-analysis
    Explore at:
    pdfAvailable download formats
    Dataset updated
    Sep 14, 2024
    Dataset provided by
    TechNavio
    Authors
    Technavio
    License

    https://www.technavio.com/content/privacy-noticehttps://www.technavio.com/content/privacy-notice

    Time period covered
    2024 - 2028
    Description

    Snapshot img

    Americas Tennis Apparel Market Size and Trends

    The Americas tennis apparel market size is forecast to increase by USD 91 million at a CAGR of 3.94% between 2023 and 2028. The market is experiencing significant growth due to several key drivers. The increasing awareness about the health benefits of sports and the adoption of a healthy lifestyle are major factors fueling market growth. Tennis, as a sport, offers numerous health advantages, including improved cardiovascular health, enhanced flexibility, and increased muscle strength. Additionally, advancements in product technology aim to improve functionality and comfort, making tennis apparel more appealing to consumers. However, poor infrastructure for tennis courts and limited availability of tennis facilities in certain regions pose challenges to market growth. Despite these challenges, the market is expected to witness steady expansion due to the growing popularity of tennis as a sport and the continuous innovation in apparel technology.

    Request Free Sample

    The market is a significant segment of the athletic wear industry, catering to the specific needs of tennis players. Tennis clothing includes upper garments such as shirts and jackets, as well as lower garments like shorts, skirts, and dresses. Tennis socks, hats, and shoes are essential tennis accessories. Tennis apparel is designed to provide comfort, flexibility, and protection during matches. Eco-friendly materials and biobased textiles are increasingly being used in tennis wear to reduce the environmental impact. The market for tennis apparel is driven by the growing number of youth tennis participants and core tennis players. Tennis apparel is not limited to men; there is a vast selection of tennis attire for male tennis players, as well as for women and children. Other sports, such as basketball and cricket, also have their dedicated apparel markets, but tennis apparel stands out for its focus on lightweight, breathable materials and stylish designs. The market for tennis apparel includes a wide range of tops, undergarments, and accessories, ensuring that tennis players have the best possible equipment for their game.

    Market Segmentation

    The market research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD million ' for the period 2024-2028, as well as historical data from 2018 - 2022 for the following segments.

    Distribution Channel Outlook
    
      Offline
      Online
    
    
    End-user Outlook
    
      Men
      Women
      Children
    

    By Distribution Channel Insights

    The offline segment is estimated to witness significant growth during the forecast period. The market encompasses a range of athletic wear, including tennis shirts, shorts, skirts, dresses, socks, hats, and shoes. Tennis clothing is designed for optimal performance, incorporating features such as moisture management, UV protection, and biobased textiles like recycled polyester and organic cotton blends. Sustainable materials are increasingly popular, with closed-loop manufacturing and eco-friendly materials gaining traction.

    Get a glance at the market share of various regions Download the PDF Sample

    The offline segment was the largest segment and was valued at USD 359.50 million in 2018. The market caters to various tennis player segments, from professional athletes to amateur and recreational players. Brick-and-mortar sales, including dealer stores and retail outlets, are a significant distribution channel. companies are expanding their dealer store networks to cater to consumers' preference for physically inspecting product quality and ensuring value for money. Tennis apparel also experiences an athleisure crossover, with trends influencing basketball, cricket, sports and fitness activities. Innovations such as 3D printing, body scanning, and AI-powered recommendation engines further enhance the shopping experience. Hence, such factors are fuelling the growth of thiss egment during the forecast period.

    Our researchers analyzed the data with 2023 as the base year, along with the key drivers, trends, and challenges. A holistic analysis of drivers will help companies refine their marketing strategies to gain a competitive advantage.

    Key Market Driver

    Increasing awareness about health benefits of sports and growing adoption of healthy lifestyle is notably driving market growth. The market is witnessing significant growth due to the increasing popularity of tennis as a sport among people, particularly those seeking a healthy lifestyle. Tennis clothing, including tennis shirts, shorts, skirts, dresses, socks, hats, and shoes, is in high demand.

    Moreover, athletic wear, such as tennis apparel, made from ecofriendly materials like biobased textiles and recycled polyester, organic cotton blends, and sustainable materials, is gaining popularity. The athleisure crossover and hyperpersonalization trends are influencing the market, with 3D print

  20. Dataset of top 10 and top 100 female tennis players in 2007–2016.

    • plos.figshare.com
    xlsx
    Updated Jun 21, 2023
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    Jiří Zháněl; Tomáš Válek; Michal Bozděch; Adrián Agricola (2023). Dataset of top 10 and top 100 female tennis players in 2007–2016. [Dataset]. http://doi.org/10.1371/journal.pone.0276668.s001
    Explore at:
    xlsxAvailable download formats
    Dataset updated
    Jun 21, 2023
    Dataset provided by
    PLOShttp://plos.org/
    Authors
    Jiří Zháněl; Tomáš Válek; Michal Bozděch; Adrián Agricola
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    Dataset contains ranking, birth month and handedness of the female tennis players in 2007–2016. (XLSX)

Share
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Statista, Europe: share of population playing tennis 2022, by country [Dataset]. https://www.statista.com/statistics/1088609/the-total-number-of-tennis-players-across-european-countries-as-a-percentage-total-population/
Organization logo

Europe: share of population playing tennis 2022, by country

Explore at:
Dataset authored and provided by
Statistahttp://statista.com/
Time period covered
2022
Area covered
Europe
Description

In 2022, the European countries with the highest share of tennis players among their populations were ****** and ***********, with *** percent. Meanwhile, the country with the largest total number of tennis players in Europe, Germany, had a share of *** percent.

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