Swimming
Swimming Analysis Pipeline Fails at Stage One, Raising Questions About Automated Sports Journalism
Six Names, Zero Times: Michigan's 2028 Class and Our Unwritten Ledger
The Empty Envelope: What Data Silence Says Inside the Transfer Window's Rumor Market
Two Hundredths of a Second: The Tashkent Record and the Sixth Name in the Final
The Job Posting That Tells You Who Actually Buys in Swimming
Empty Lane, Full River: Where Swimming Analysis Stops Without Data
Sierrah Broadbelt to Alabama: From Domestic Dominance to an NCAA Development PathThe story behind the commitment Cayman Islands swimmer Sierrah Broadbelt has...
One Instagram Post, Three Numbers, and the Column Missing from the Table8:06.59, sixth place. Eighth in the 1500. Ninth in the 400. A 1:51.88 leg on ...
Swimming Analysis Pipeline Fails at Stage One, Raising Questions About Automated Sports JournalismA sports analysis platform set out to verify a report about swimming. The...
The Mirpur Ledger and the Unfinished Pool: Medals, Applause and the Missing Mass-Swimming Reckoning in BangladeshIn 2026, my first swimming byline appeared from Mirpur's outdoor 50m...
History Written in Fractions of a Second: Inside the Rules, Data and Analysis of Modern SwimmingCompetitive swimming is one of the oldest sports in the world, yet its...
The Empty Cell on the Heat Sheet: In Bangladeshi Swimming, the Untold Story Is the Story2 a.m. in Chicago. Two folded sheets on the desk — 1,900 in the seats on one...
Swimming on Empty Data: Why Analysis Without Verification Is Sports Journalism's Biggest RiskAn Empty Result That Revealed the Real Problem An automated pipeline was give...
50.83 and Fifteen Seconds: Auditing Jack Miceli's UCSB CommitmentIn March, at a club championship meet in North Carolina, I had to place two...
Cal's 19-4 Win: The Power-Play Kill and the Exclusion Risk Behind the ScoreboardThe scoreboard at Spieker Aquatics Complex read 9-0 at the end of the first...
Six Names, Zero Times: Michigan's 2028 Class and Our Unwritten LedgerSix names were on the page. Three of them carried the number 20; two carried...
The Empty Envelope: What Data Silence Says Inside the Transfer Window's Rumor MarketIt was 11:40 pm in Los Angeles, the last week of the window, and three files...
Four Hundred and Twelve Swims, Zero Splits: Bangladesh's Real Swimming Result Lives in the Empty ColumnAt two in the morning I was loading the results sheet of the 2026 National...
Two Hundredths of a Second: The Tashkent Record and the Sixth Name in the FinalThe board in the 25-metre pool in Tashkent read 22.09. The hall looked at the...
The Job Posting That Tells You Who Actually Buys in SwimmingLate in August a document landed on my desk with a five-word title: Team...
A Mountain West Job Posting: Arena's Quiet Admission of Its American Strategy in the Swimming MarketCompetitive swimwear has long revolved around three names — Speedo, arena, TY...
The Null Payload: Where the Numbers Never Arrive in Swimming CoverageThe table arrived on a Monday morning. Nine rows, one question per row, and i...
From the Pond Ledger to the Olympic Timing Table: How Data Voids in Swimming Blind Us(The English version follows the same structure and argument as the Bengali...