That is very strange behaviour indeed. I also noted that your charts seem to have changed colours when published. So, I wonder if this is all related to an issue/bug that others have raised in the past: color palette changes when publishing to tableau server.
Would you be able to share your TWBX so that I can try to publish upto my Tableau Server and check if the same issue happens?
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Thanks for reply.
My problem is solved. It was bug in tableau 10.
I upgraded my tableau sever to 10.1, resolved the issue.