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Vlook Up Crashing in Excel

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 I have a workbook that contains 2 sheets.  Column A is Part number and Column B is Qty for both sheets.  Sheet 1 contains over 500,000 line items.  I want to take sheet 2 column A and find the part number in sheet 1 (A) and populate the qty column (B) in sheet 2 with the qty (B) from sheet 1. This takes up to an hour or more.

What can be done to ensure it does not take this much time.


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