I'd use the Manage Publishers list (click Configure at bottom of Tag Browser) to 'normalise' the names, use F2 to edit the name cells - e.g. I'd change all those "HC" variants to "Harper Collins" etc.
Best time to make metadata 'right' is at the time of adding books.
BR
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