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Steps Required to replace original Dataset in project

If you are only replacing the dataset used in the project (same column names, different data, different dataset name, is there anything other than refreshing the data sources required?  We recently found that it seemed to remember the data from the previous dataset.  I recently received documentation from previous owner that a "Shape/Pivot" needed to be opened?
Thanks!

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