Create new sheet and add categories into column and then add this into dashboard.
Drag bar chart created sheet into dashboard and align it.
Thanks for your quick help. Is this the only way to do it? Doesn't Tableau provide options to move around the headers?
Have you tried switching columns i.e Drag Entity before Category?
Otherwise please attach a sample workbook.