Athletic Records Data Dictionary: Standardize Names, Events, Units, Dates, and Verification
When two coaches enter the same swimmer’s record into the school database, one writes “100 Free” and the other writes “100 Freestyle.” One logs the time as “47.82” and the other as “47.8.” One records the performance date as “10/3/24” and the other as “October 3, 2024.” All three entries refer to the same record, and none of them will match when the digital record board runs its auto-ranking query. The result: a display that either duplicates the mark, drops one entry, or sorts incorrectly — because the underlying data has no shared standard.
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