Swimming
Data Voids and Analytical Integrity: What a Nine-Dimensional Swimming Analysis Framework Teaches Us
SwimOutlet’s Facility Sales Hire: The Quiet B2B Expansion in the Swim Industry
The Empty Cell: What Bangladesh's Swimming Data Refuses to Say
5 of Arizona State's 8 American Freshmen Swam Lifetime Bests in Their First Collegiate Meet — But What Does That Number Actually Prove?
2028 in the Headline, 2027 in the Body: The Division II Champion Transfer That Refutes Its Own Numbers
Billy Doughty Named U.S. Head Coach for 2026 World Short Course Swimming ChampionshipsBilly Doughty has been named head coach of the United States team for the 202...
Billy Doughty: New Face at the Helm of Short Course, But Where Is the Old Question in the Background?In the first week of December, when the starting blocks tremble at the 25-met...
Empty Data in Swimming: Who Keeps the National Pool's Ledger?Opening the results booklet from last year's national swimming championship,...
Billy Doughty Named U.S. Head Coach for 2026 World Short Course Swimming Championships1. Summary USA Swimming has named Billy Doughty as head coach of the United...
Bangladesh Swimming's Biggest Transfer Is Club to Services — And Nobody Reconciles That LedgerI did not sort the medal table alphabetically. I sorted it by affiliation....
Data Voids and Analytical Integrity: What a Nine-Dimensional Swimming Analysis Framework Teaches UsIn the history of sports analysis, the least discussed yet most dangerous...
The Lesson of 25.21: A Short-Course Record That Never Touches the Olympic DoorThe clock stops at 25.21. In the morning heats Van Mathias touched in 25.24; ...
The Ledger of 25.24 Seconds: A Short-Course Record, Its Arithmetic and Its GapsI went looking for the race and found a number instead. 25.24. Fifty metres o...
29.25 and 1:04.98: Lexi Hartzell's Unclosed Account on Oakland's LedgerThe 200 medley relay breaststroke leg stops at 29.25 seconds. The same swimme...
SwimOutlet’s Facility Sales Hire: The Quiet B2B Expansion in the Swim IndustryIn November 2026 I stood beside the outdoor 50-metre pool in Mirpur during th...
1:08.16 and the ‘No. 3 Recruit’: What Mikayla Tan’s Numbers Say That the Ranking Does NotLast season I watched the 100m breaststroke final at the World Junior...
Tatjana Smith's Return: A 29.50 and a Legal NoticeI stopped the stopwatch halfway through the September 25 report. One number,...
Matt Richards, Florida and the 90-Point Math: What the Headline Says vs. What the Ledger ShowsHook 47.45 seconds — 100 free in long course. 1:44.30 in the 200 free. 45.82 ...
The Empty Cell: What Bangladesh's Swimming Data Refuses to SayNine tables came back one morning, every cell carrying the same entry: N/A,...
Empty Cells, Full Stands: The Swimming Report That Contained Not a Single NumberA file landed on my desk last week. Nine chapters—technical analysis,...
55.17 vs 55.10: The Record That Got Written, and the One Still HangingAt five in the morning, nobody is in the outdoor 50-metre pool at Mirpur. The...
1,845 Swimmers, 1,000 Seats: The Oversupply Inside the US Olympic TrialsFor years I have sat at the outdoor 50-metre complex in Mirpur and logged tim...
The Timeline That Doesn't Add Up: A Pennsylvania Teenager's Miami Pledge and the Arithmetic of a Yards PoolLast week a name entered my notebook, and it did not come from a final's spli...
Salem Bahr's Indiana Commitment: Where the Clock Is the Biography, and Dad Is the Coach1:00.69 — in yards. Salem Bahr's personal best in the 100 breaststroke, and s...
Billy Doughty: New Face at the Helm of Short Course, But Where Is the Old Question in the Background?In the first week of December, when the starting blocks tremble at the 25-met...
Empty Data in Swimming: Who Keeps the National Pool's Ledger?Opening the results booklet from last year's national swimming championship,...
Billy Doughty Named U.S. Head Coach for 2026 World Short Course Swimming Championships1. Summary USA Swimming has named Billy Doughty as head coach of the United...
Bangladesh Swimming's Biggest Transfer Is Club to Services — And Nobody Reconciles That LedgerI did not sort the medal table alphabetically. I sorted it by affiliation....
Data Voids and Analytical Integrity: What a Nine-Dimensional Swimming Analysis Framework Teaches UsIn the history of sports analysis, the least discussed yet most dangerous...
The Lesson of 25.21: A Short-Course Record That Never Touches the Olympic DoorThe clock stops at 25.21. In the morning heats Van Mathias touched in 25.24; ...
The Ledger of 25.24 Seconds: A Short-Course Record, Its Arithmetic and Its GapsI went looking for the race and found a number instead. 25.24. Fifty metres o...
29.25 and 1:04.98: Lexi Hartzell's Unclosed Account on Oakland's LedgerThe 200 medley relay breaststroke leg stops at 29.25 seconds. The same swimme...
SwimOutlet’s Facility Sales Hire: The Quiet B2B Expansion in the Swim IndustryIn November 2026 I stood beside the outdoor 50-metre pool in Mirpur during th...
1:08.16 and the ‘No. 3 Recruit’: What Mikayla Tan’s Numbers Say That the Ranking Does NotLast season I watched the 100m breaststroke final at the World Junior...
Tatjana Smith's Return: A 29.50 and a Legal NoticeI stopped the stopwatch halfway through the September 25 report. One number,...
Matt Richards, Florida and the 90-Point Math: What the Headline Says vs. What the Ledger ShowsHook 47.45 seconds — 100 free in long course. 1:44.30 in the 200 free. 45.82 ...
The Empty Cell: What Bangladesh's Swimming Data Refuses to SayNine tables came back one morning, every cell carrying the same entry: N/A,...
Empty Cells, Full Stands: The Swimming Report That Contained Not a Single NumberA file landed on my desk last week. Nine chapters—technical analysis,...
55.17 vs 55.10: The Record That Got Written, and the One Still HangingAt five in the morning, nobody is in the outdoor 50-metre pool at Mirpur. The...
1,845 Swimmers, 1,000 Seats: The Oversupply Inside the US Olympic TrialsFor years I have sat at the outdoor 50-metre complex in Mirpur and logged tim...
The Timeline That Doesn't Add Up: A Pennsylvania Teenager's Miami Pledge and the Arithmetic of a Yards PoolLast week a name entered my notebook, and it did not come from a final's spli...
Salem Bahr's Indiana Commitment: Where the Clock Is the Biography, and Dad Is the Coach1:00.69 — in yards. Salem Bahr's personal best in the 100 breaststroke, and s...