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🎾 Pt 4 - What happens at different levels of the competitive ladder — and how a player's skills shape the structure of a match.
This is the last in a series on differences in how tennis matches play out at different levels of the sport. I compare women’s and men’s recreational matches, Division 1 college matches, International Tennis Federation events, and WTA/ATP tour level events. Data can tell great stories: here’s one of them. Four Key Takeaways 1. Rally patterns peak in length at the college level. College matches have longer rallies than both recreational and pro matches: players are skilled en
Nov 64 min read


🎾 Pt 3 - What happens at different levels of the competitive ladder — and how a player's skills shape the structure of a match.
This is the third in a series on differences in how tennis matches play out at different levels of the sport. I compare women’s and men’s recreational matches, Division 1 college matches, International Tennis Federation events, and WTA/ATP tour level events. Data can tell great stories: here’s one of them. Rally Structure: How Long Are Points, Really? If we zoom out from individual shots to the flow of entire rallies, a similar pattern emerges: as skill rises to the highest l
Nov 14 min read


🎾 Pt 2 - What happens at different levels of the competitive ladder — and how a player's skills shape the structure of a match.
This is the second in a series on differences in how tennis matches play out at different levels of the sport. I compare women’s and men’s recreational matches, Division 1 college matches, International Tennis Federation events, and WTA/ATP tour level events. Data can tell great stories: here’s one of them. Serve Dynamics: Risk and Reward At every level, the serve is tennis’s first and most direct test of a player’s skill level. It is also a balance of risk versus reward. The
Oct 273 min read


🎾 What happens at different levels of the competitive ladder — and how players' skills shape the structure of a match.
This is the first in a series on differences in how tennis matches play out at different levels of the sport. I compare women’s and men’s recreational matches, Division 1 college matches, International Tennis Federation events, and WTA/ATP tour level events. Data can tell great stories: here’s one of them. Point Outcomes What changes in the structure of points as a match level climbs from recreational to professional? We often talk about speed, power, and consistency, but few
Oct 234 min read


How Do Data Analytics Complement Coaching?
Your coach can't always be at your match. And no one can see the difference between a 3% improvement in your serve percentage or a 3%...
Sep 11 min read


Bring Your Game to the Next Level with Data-Driven Insights
Data analytics have been used in professional tennis for years. Aryna Sabelenka might be the most vocal professional about her use of...
Sep 11 min read


Gaining new insights through advanced research
Ever compare your first serve speed to the pros? Why?!? Comparing yourself to someone with 15 more years of experience doesn't tell you...
Aug 281 min read


The Future of Tennis and Data Analytics
As the world of tennis continues to evolve, data analysis will play an increasingly important role. Players at all levels are beginning...
Aug 281 min read
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