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Comparing two excel files

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I need help developing a way to compare two data sets.

Excel file A has 44,000 entries with pricing information.  

Excel file B has about 4,000 entries with pricing information.

I need to compare the pricing info from Excel File B to the relevant portion of Excel File A.

Can you help?

Thanks!
Seth Z United States