Swimming
The 12% Threshold and the Swimmer's Shoulder: Training-Load Data from Three Seasons of Vietnamese SwimmingIn lane four, the Vietnamese swimmer hit the 150-metre wall 1.84 seconds slow...
When the Scoreboard Goes Silent: An Ethics Lesson from an Empty Swimming Data PipelineThree in the morning in Hai Phong, I open the analysis file that must be...
The Blank Space Behind Vietnamese Swimming's ScoreboardIn the press room of the My Dinh Aquatics Palace, a coach opens his phone and...
Emma Redman's 2:09.80: Why '11th Nationally' Is the Most Misread NumberThe scoreboard at the University of Virginia pool read 2:09.80 on a Saturday...
Cassie Espinoza Commits to USC: 3.89 Seconds of Progress and a Yards–Meters Blind SpotAt the 500-yard freestyle prelims at the California State Meet, Cassie Espino...
23.72 Seconds, Eight Months Postpartum: What the Numbers Say About Abbey Weitzeil's Return23.72 seconds. That is the only number we have, and it sits 0.97 seconds from...
David Davis Commits to Texas A&M: Reading the 7.64-Second Gap Between Two LanesSeven days. Eight personal bests. One commitment to Texas A&M. David Davis, a...
22nd of 25 in Asian Women's Breaststroke and the Misattributed Time in the Original ReportOn the results sheet, Hareem Malik's line contains only one thing worth...
Nine Dimensions of Swimming Data and the Discipline of an Empty CellThree in the morning in Beijing, mid-season, and I am sitting in front of a...
The Empty Data Sheet and a Verification Lesson from SwimmingLate at night in Nha Trang, I reopened the analysis file on a swim race to...
Carson Hoak Commits to Cincinnati 2027: Regressing the Data from Futures to the Big 12In July 2026, at the USA Swimming Futures final on a 50-metre long-course poo...
Lizzy Johnson Commits to Florida State: A 16-Year-Old Sprinter's Promise That Runs Twenty Months LongOn the feed of an Instagram account, there was a post with eight exclamation...
Gianna Cook Commits to Monmouth: A Data Analysis of Butterfly Talent and CAA PotentialWhen Gianna Cook announced her verbal commitment to Monmouth University, the...
Nagoya 2026: How a Viewing Guide Leaked Swimming's Load ProblemWhen the how-to-watch guide for the 2026 Asian Games in Nagoya went online, I...
Asian Games 2026 in Nagoya: 700 Free Swimming Hours Reprice Sports RightsThree in the afternoon, Hanoi time. That is when I have to be in front of a...
WADA's 2026 Annual Report: Behind Rising Sample Testing Lies a Decelerating Growth CurveI still remember an afternoon at a domestic swimming meet. There were no...
Addie Farrier, Age 10, 27.12 Seconds in the 50-Yard Fly: The Real Metric and the Data GapThat morning in Clearwater, Florida, the Long Center pool had just finished a...
27.12 Seconds at Age Ten: The Data Between Two Seasons of a ProdigyLet me begin with a dry number: 27.12 seconds. That is the time a ten-year-ol...
Addie Farrier, 10, Swims 27.12: The Data Point Behind a Pool ReopeningThe Long Center pool in Clearwater, Florida reopened after renovation, and...
Addie Farrier: The 27-Second Butterfly and the Road Beyond the WallAt an open time trial at the Doyle pool inside the Long Center in Clearwater,...
Swimming and the Data Principle: When the Monitoring Sheet Is Blank, Conclusions Must StopOn a routine check-up at the end of July 2026, at a youth swimming training...
When the Scoreboard Goes Silent: An Ethics Lesson from an Empty Swimming Data PipelineThree in the morning in Hai Phong, I open the analysis file that must be...
The Blank Space Behind Vietnamese Swimming's ScoreboardIn the press room of the My Dinh Aquatics Palace, a coach opens his phone and...
Emma Redman's 2:09.80: Why '11th Nationally' Is the Most Misread NumberThe scoreboard at the University of Virginia pool read 2:09.80 on a Saturday...
Cassie Espinoza Commits to USC: 3.89 Seconds of Progress and a Yards–Meters Blind SpotAt the 500-yard freestyle prelims at the California State Meet, Cassie Espino...
23.72 Seconds, Eight Months Postpartum: What the Numbers Say About Abbey Weitzeil's Return23.72 seconds. That is the only number we have, and it sits 0.97 seconds from...
David Davis Commits to Texas A&M: Reading the 7.64-Second Gap Between Two LanesSeven days. Eight personal bests. One commitment to Texas A&M. David Davis, a...
22nd of 25 in Asian Women's Breaststroke and the Misattributed Time in the Original ReportOn the results sheet, Hareem Malik's line contains only one thing worth...
Nine Dimensions of Swimming Data and the Discipline of an Empty CellThree in the morning in Beijing, mid-season, and I am sitting in front of a...
The Empty Data Sheet and a Verification Lesson from SwimmingLate at night in Nha Trang, I reopened the analysis file on a swim race to...
Carson Hoak Commits to Cincinnati 2027: Regressing the Data from Futures to the Big 12In July 2026, at the USA Swimming Futures final on a 50-metre long-course poo...
Lizzy Johnson Commits to Florida State: A 16-Year-Old Sprinter's Promise That Runs Twenty Months LongOn the feed of an Instagram account, there was a post with eight exclamation...
Gianna Cook Commits to Monmouth: A Data Analysis of Butterfly Talent and CAA PotentialWhen Gianna Cook announced her verbal commitment to Monmouth University, the...
Nagoya 2026: How a Viewing Guide Leaked Swimming's Load ProblemWhen the how-to-watch guide for the 2026 Asian Games in Nagoya went online, I...
Asian Games 2026 in Nagoya: 700 Free Swimming Hours Reprice Sports RightsThree in the afternoon, Hanoi time. That is when I have to be in front of a...
WADA's 2026 Annual Report: Behind Rising Sample Testing Lies a Decelerating Growth CurveI still remember an afternoon at a domestic swimming meet. There were no...
Addie Farrier, Age 10, 27.12 Seconds in the 50-Yard Fly: The Real Metric and the Data GapThat morning in Clearwater, Florida, the Long Center pool had just finished a...
27.12 Seconds at Age Ten: The Data Between Two Seasons of a ProdigyLet me begin with a dry number: 27.12 seconds. That is the time a ten-year-ol...
Addie Farrier, 10, Swims 27.12: The Data Point Behind a Pool ReopeningThe Long Center pool in Clearwater, Florida reopened after renovation, and...
Addie Farrier: The 27-Second Butterfly and the Road Beyond the WallAt an open time trial at the Doyle pool inside the Long Center in Clearwater,...
Swimming and the Data Principle: When the Monitoring Sheet Is Blank, Conclusions Must StopOn a routine check-up at the end of July 2026, at a youth swimming training...
