Visual Analytics - Replacing a table which is used by reports

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Visual Analytics - Replacing a table which is used by reports

I have a table from which I have already created a robust and comprehensive report. Unfortunately, to finish the report, I need to include columns which did not exist in the original table.

I know that I cannot add a column to the table without reloading it, and I know that if I remove a table belonging to a report and re-upload it, I can tell the report to use the new table,  however I also need to maintain calculated fields and custom categories in the original report.

Is there any way to handle such cases?

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