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On the Dashboard, Orders Reports and a few other pages, comparisons to previous periods are used.

So for example if the current data range is set to the previous 7 days i.e. January 15th to January 21st.

Then the data from this range will be compared with the data from the previous 7 days which are between January 8th - January 14th.

You will then be able to see a percentage increase/decrease of sales etc.