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Personally, I'd start with a separate workflow to generate a file (YXDB) from 1900 to 4712 (just an arbitrary far off date I like to use) that lists each date and have several reference fields to use for joining to any number of data sets (like yours). See attached. You can store the YXDB anywhere you like and keep using it for various workflows.