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The function
cleanup_dataset, which works post-scrape during data handling, is breaking due to bad date data. A date (not sure which trial yet) is showing up as202-04-30whichpd.to_datetimedoesn't like.If we can find the trial we might be able to make a good guess at what that date should be, but that is annoying and finnicky anyway. I'm comfortable, therefore, with using the built-in error handling in Pandas to coerce a broken date to a
NaT. A broken date might as well not exist for us so lets treat it as if that is the case.