Swimming
Yusei Imaizumi, 55.82 Seconds and the Split Structure: A World Junior Record in the SCM 100m Breaststroke Through a Data Lens
Bud Howard Commits to Michigan: Decoding a 17-Year-Old Swimmer's Times and the Load Behind Them
The Empty Data Table and the Discipline of Silence in Vietnamese Sports Analysis
Swimming and the Nine Layers of Data: When an Empty Analytical Shell Still Sparks Debate
1,700 Tickets at Stanford: The Commercial Gamble on American College Swimming
Karly Whitehead Chooses SMU: The Backstroke Road From Boerne and a 2.49-Second GapThe 100-yard backstroke ended at 55.10, and the girl in lane 4 looked up at t...
SwimRVA: Thirteen Minutes Underwater, $100 Million, and an Inflatable Blocking the SightlineA seven-year-old girl stood at the edge of the pool and pointed at the water....
The SwimRVA File: Thirteen Minutes Underwater and Four Safety Links That Failed TogetherThe first person to see the nine-year-old boy under the surface was a...
Vietnamese Swimming and the Lesson from a Data Void: When Injury Analysis Cannot Begin with a NumberAt Lach Tray, I learned to read injuries from the first numbers. But there ar...
Fred Warner, the San Jose State pool and four minutes on ESPN: when water becomes a recovery roomThe pool at San Jose State University is 25 yards long, and that is where Fre...
Astana, Ice and Water: When World Cup Swimming Stars Try Ice HockeyAt Barys Astana’s arena, Cameron McEvoy wore a hockey jersey, held a stick,...
1.46 Million USD and Three World Records: The Truth Behind the 2026 World Cup Prize PayoutI once believed a prize-money table was a measure of achievement. In 2026,...
Kate Douglass and 22.94 Seconds: The Time Trial That Rewrote Women's 50 Freestyle History in CharlottesvilleThree in the morning in Nha Trang. I opened Meet Mobile with one hand while t...
Matsushita and 0.05 Seconds: When a Record Confirms, Not BreaksAt lane 4, Tomoyuki Matsushita touched the wall and the scoreboard flashed:...
Vietnamese Swimming and the Data Problem: What Is Missing After Every Touch of the WallA national swimming championship runs for five days, hundreds of races,...
Yusei Imaizumi, 55.82 Seconds and the Split Structure: A World Junior Record in the SCM 100m Breaststroke Through a Data LensThe split board emerged after the water went still: 26.31 seconds for the fir...
Kosuke Makino Swims 51.06 to Break Asian SCM 100m Individual Medley Record at the 2026 Japanese Short Course ChampionshipsTwo Numbers on the Scoreboard The electronic clock rolled to its final digit...
Yusei Imaizumi and 55.82 Seconds: Reading a World Junior Record From the Missing Pieces of DataSome numbers take a few seconds before the electronic scoreboard dares to sho...
Bud Howard Commits to Michigan: Decoding a 17-Year-Old Swimmer's Times and the Load Behind ThemI reopened the results sheet from the Florida Gold Coast Senior Short Course...
The Empty Data Table and the Discipline of Silence in Vietnamese Sports AnalysisAt one in the morning in the summer of 2026, my phone buzzed in a small Hanoi...
The Empty Input and the Temptation to Fabricate: An Integrity Lesson from a Failed Swimming Data PipelineThe analysis file sat on the screen, and every cell was empty. No title. No...
Elite Swimming: When a Result Is Only Half the StorySummer in Los Angeles, and I stayed behind alone in the room to review the ta...
Swimming and the Nine Layers of Data: When an Empty Analytical Shell Still Sparks DebateIn a technical press briefing in Brisbane earlier this year, I placed on the...
The Lane and the Silence of Data: The Craft of Reading What No One Has WrittenIn a 200-metre freestyle final, the stands remember the name of whoever touch...
Twenty-Four Names and Three Absences: Australia's Short-Course Pool and the Road to BeijingThe news arrived as a photo album. Thirty frames, one short caption, and a li...
The Pool Without Data: The Solitude of Vietnam's Swimming ChroniclerOn a computer screen in Hai Phong, a nine-dimension swimming analysis framewo...
1,700 Tickets at Stanford: The Commercial Gamble on American College SwimmingI have sat in the stands of Avery Aquatic Center no fewer than ten times. It ...