Purim is a Jewish holiday - however, unlike other holidays almost everything is permitted granted it's in the "spirit" of the holiday.
With that being said is physical exercise permitted on Purim?
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The Shmirat Shabbat K'hilchata rules that you can do physical exercises on Shabat - so it follows kal ve'chomer that you can exercise on Purim.