The problem still persists, experts plz help.
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Yes it does sound like a caching and/or refresh issue. A 'Live' connection in Tableau is NOT a Live streaming connection. A user action is required to make the viz update. In Desktop pressing F5 will do it; in Server clicking the refresh button will do it.