I used the "Recollect data" button to refetch data but my old data is still showing. Why?

The "Recollect data" button returns data that is new and does not already exist in Metric Insights. It does not delete, replace, or update existing data. If you want to remove and replace the current data with a fresh batch of data, use the delete data button and then use the recollect button.