You can create a Pivot Table from multiple consolidation ranges, but you won't get the same pivot table layout that you'd get from a single range. There's an example here:
If possible, move your data to a single worksheet, or store it in a database, such as MS Access, and you'll have more flexibility in creating the pivot table.
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