Hello. I have been unable to find a solution to prevent the date slicer from allowing future dates. There is the relative date option to either set the date back way too far (like 50 months), but that would create the same problem on the back end (people could pick dates before there was data). You could also try setting the relative date to the last x days/months/year, but as time goes on you will be unable to access the earliest data. It would be awesome to have a "is not past today (or last week, etc.)" so that the slicer can be set to begin at a certain fixed date, and include up to but not past today.
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