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Nine Layers of Swimming Data: Why a Good Analyst Must Be Able to Say "Insufficient Information"In the men's 100m freestyle final at the Paris 2026 Olympics, Pan Zhanle...
Cameron McEvoy's 100m Freestyle Gamble: A 50m Champion Searching for a New LaneIn a short-course 25-meter pool, where each length lasts only a few breaths,...
Vietnamese Swimming's Missing Split Data: Lessons From an Empty Analysis SheetIn June 2026, I reopened a nine-dimension analysis file I had been given for ...
Swimming: when the numbers go silent, a report can still look dangerously perfect6:40 a.m. in Brisbane. I open a fourteen-page swimming analysis file: nine...
Lizzy Johnson Commits to Florida State 2028: Decoding the Progression Curve of a Teenage Sprinter Through the DataFour personal bests in three days of racing at the RAFC Winter Classic in...
WADA 2026 Report: Testing Curve Slows Amid an $8.3M Financial ShortfallIn the analysis room I read the slope before I read the number. When the Worl...
Vietnamese Swimming After Anh Vien: Sustained Speed and the Middle-Distance GapAt the 700-metre mark of the men's 1500m freestyle final at SEA Games 31, hel...
Vietnamese Swimming: Reading the SEA Games Medals Through Split DataIn June 2026, at the OCBC Aquatics Centre in Singapore, Nguyen Thi Anh Vien...
Vietnamese Swimming and the 1.8% Gap: Why SEA Games Gold Has Not Opened the Continental DoorIn the three most recent SEA Games I reviewed using 50-metre split charts, on...
Sam Nauman Commits to Colorado State: A 1:59.68 in Yards and the Forgotten Middle of American SwimmingIn March, at the YMCA National Short Course Championships, a girl touched the...
Andy O'Grady: The UCLA Breaststroker and the Pool That Was Filled InAmong the four strokes, breaststroke is the most tightly rule-bound. Both han...
Whitney Kane Commits to West Virginia: Three Verification Rounds on the 2027 Recruiting Class ProfileIn the summer of 2026, at the YMCA National Championships, the scoreboard...
A YMCA Job Description and the Hidden Structure of Age-Group Swimming's Talent Chain45 items. Not a single split time. That was the first line I wrote in my...
Vietnamese Swimming Between Two Shores: Regional Gold and the Olympic GapThe beep sounds, the water breaks into a white ridge, and I close my eyes. It...
When the Data Sheet Is Empty, the Sportswriter Has to Learn to StopAt 2:40 in the morning I replayed the UCLA women's soccer tape. The frame fro...
Swimming Data Analysis Cannot Be Performed Due to Insufficient InformationAccording to the detailed analysis, the input data for swimming technical...
Jackson Kroh's Journey from Summer Juniors to UC-Santa Barbara: When the Olympic Road is Drawn with Speed and PatienceAn evening in August at Greensboro, North Carolina, when the finishing buzzer...
Gui Caribe Breaks Out 45.61 Jose Finkel Trophy Meet Record For SCM 100 Free GoldAt the José Finkel Trophy meet in Brazil, swimmer Gui Caribe broke out with...
Bryant University Seeks Volunteer Assistant Diving Coach in NCAA Division IAt NCAA Division I, every assistant role starts with a clear number of staff...
Lakeside Aquatic Club seeks youth swim program manager: Lessons for Vietnam's swimming development systemThe pool deck was quiet on Tuesday morning, but the assignment board at...
Vietnamese Swimming: When Data Replaces InspirationAt the 2026 National Swimming Championships, Nguyen Huy Hoang touched the wal...
Kate Douglass – Historic Touch at Pan Pacific 2026: When Data and Instinct MergeWhen Kate Douglass touched the wall in the women's 50m freestyle final at the...
Ashlyn Anderson: The 9-Second Symphony and the NCAA Recruiting EquationThere is a number no one noticed in Rice University's recruiting announcement...
The 17-Year-Old Swimmer and the 0.42-Second Surge: When Data Exposes a 'Genius' or Reveals a 'Product' of the System?I have replayed the results table of the national youth swimming selection me...
From Junior Nationals to Rice: Ashlyn Anderson and the Numbers That SpeakWhen a high school athlete improves 9 seconds in the 200-yard breaststroke in...
Vietnamese Swimming: When Data Remains a GapAt the 31st SEA Games held at home, when Nguyen Huy Hoang touched the wall in...
2026 José Finkel Trophy: Brazil sets two South American records, signals ambition for Beijing Short Course WorldsThe 2026 José Finkel Trophy, Brazil's national club championship, has witness...
Chase Kendall: From Winter Juniors to Cincinnati – In-Depth AnalysisWhen Chase Kendall touched the wall in the 1650-yard freestyle at Winter...
Sharks Swim Club: The Challenge of Converting 250 Young Athletes into Competitive StrengthWhen a swim club has more than 350 athletes but ranks only 155th nationally,...
Ashlyn Anderson Chooses Rice: A Logical Move for a Young Breaststroke TalentKeller, Texas – As summer turns to fall, a non-binding commitment has been se...
Shadows and Light: The Story of Hiring Swim Coaches at a Local American ClubI stood in the quiet pool area of Norwin Aqua Club, Pennsylvania, on a late...
A Night of World Records at Para Pan Pacific 2026: When the Finish Line Is Just the BeginningThe second night of the 2026 Para Pan Pacific Championships witnessed a...
Youth Swim Coach in the US: When a Job Posting Reveals the Structure of a Talent Development SystemA job posting with no performance metrics, no athlete results, no records. Ye...
Cameron McEvoy's 100m Freestyle Gamble: A 50m Champion Searching for a New LaneIn a short-course 25-meter pool, where each length lasts only a few breaths,...
Vietnamese Swimming's Missing Split Data: Lessons From an Empty Analysis SheetIn June 2026, I reopened a nine-dimension analysis file I had been given for ...
Swimming: when the numbers go silent, a report can still look dangerously perfect6:40 a.m. in Brisbane. I open a fourteen-page swimming analysis file: nine...
Lizzy Johnson Commits to Florida State 2028: Decoding the Progression Curve of a Teenage Sprinter Through the DataFour personal bests in three days of racing at the RAFC Winter Classic in...
WADA 2026 Report: Testing Curve Slows Amid an $8.3M Financial ShortfallIn the analysis room I read the slope before I read the number. When the Worl...
Vietnamese Swimming After Anh Vien: Sustained Speed and the Middle-Distance GapAt the 700-metre mark of the men's 1500m freestyle final at SEA Games 31, hel...
Vietnamese Swimming: Reading the SEA Games Medals Through Split DataIn June 2026, at the OCBC Aquatics Centre in Singapore, Nguyen Thi Anh Vien...
Vietnamese Swimming and the 1.8% Gap: Why SEA Games Gold Has Not Opened the Continental DoorIn the three most recent SEA Games I reviewed using 50-metre split charts, on...
Sam Nauman Commits to Colorado State: A 1:59.68 in Yards and the Forgotten Middle of American SwimmingIn March, at the YMCA National Short Course Championships, a girl touched the...
Andy O'Grady: The UCLA Breaststroker and the Pool That Was Filled InAmong the four strokes, breaststroke is the most tightly rule-bound. Both han...
Whitney Kane Commits to West Virginia: Three Verification Rounds on the 2027 Recruiting Class ProfileIn the summer of 2026, at the YMCA National Championships, the scoreboard...
A YMCA Job Description and the Hidden Structure of Age-Group Swimming's Talent Chain45 items. Not a single split time. That was the first line I wrote in my...
Vietnamese Swimming Between Two Shores: Regional Gold and the Olympic GapThe beep sounds, the water breaks into a white ridge, and I close my eyes. It...
When the Data Sheet Is Empty, the Sportswriter Has to Learn to StopAt 2:40 in the morning I replayed the UCLA women's soccer tape. The frame fro...
Swimming Data Analysis Cannot Be Performed Due to Insufficient InformationAccording to the detailed analysis, the input data for swimming technical...
Jackson Kroh's Journey from Summer Juniors to UC-Santa Barbara: When the Olympic Road is Drawn with Speed and PatienceAn evening in August at Greensboro, North Carolina, when the finishing buzzer...
Gui Caribe Breaks Out 45.61 Jose Finkel Trophy Meet Record For SCM 100 Free GoldAt the José Finkel Trophy meet in Brazil, swimmer Gui Caribe broke out with...
Bryant University Seeks Volunteer Assistant Diving Coach in NCAA Division IAt NCAA Division I, every assistant role starts with a clear number of staff...
Lakeside Aquatic Club seeks youth swim program manager: Lessons for Vietnam's swimming development systemThe pool deck was quiet on Tuesday morning, but the assignment board at...
Vietnamese Swimming: When Data Replaces InspirationAt the 2026 National Swimming Championships, Nguyen Huy Hoang touched the wal...
Kate Douglass – Historic Touch at Pan Pacific 2026: When Data and Instinct MergeWhen Kate Douglass touched the wall in the women's 50m freestyle final at the...
Ashlyn Anderson: The 9-Second Symphony and the NCAA Recruiting EquationThere is a number no one noticed in Rice University's recruiting announcement...
The 17-Year-Old Swimmer and the 0.42-Second Surge: When Data Exposes a 'Genius' or Reveals a 'Product' of the System?I have replayed the results table of the national youth swimming selection me...
From Junior Nationals to Rice: Ashlyn Anderson and the Numbers That SpeakWhen a high school athlete improves 9 seconds in the 200-yard breaststroke in...
Vietnamese Swimming: When Data Remains a GapAt the 31st SEA Games held at home, when Nguyen Huy Hoang touched the wall in...
2026 José Finkel Trophy: Brazil sets two South American records, signals ambition for Beijing Short Course WorldsThe 2026 José Finkel Trophy, Brazil's national club championship, has witness...
Chase Kendall: From Winter Juniors to Cincinnati – In-Depth AnalysisWhen Chase Kendall touched the wall in the 1650-yard freestyle at Winter...
Sharks Swim Club: The Challenge of Converting 250 Young Athletes into Competitive StrengthWhen a swim club has more than 350 athletes but ranks only 155th nationally,...
Ashlyn Anderson Chooses Rice: A Logical Move for a Young Breaststroke TalentKeller, Texas – As summer turns to fall, a non-binding commitment has been se...
Shadows and Light: The Story of Hiring Swim Coaches at a Local American ClubI stood in the quiet pool area of Norwin Aqua Club, Pennsylvania, on a late...
A Night of World Records at Para Pan Pacific 2026: When the Finish Line Is Just the BeginningThe second night of the 2026 Para Pan Pacific Championships witnessed a...
Youth Swim Coach in the US: When a Job Posting Reveals the Structure of a Talent Development SystemA job posting with no performance metrics, no athlete results, no records. Ye...
