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Subscribe to Simon Says and click the Bell icon for notifications. Learn how to reduce Excel file size as data complexity increases. Excel files range from kilobytes to megabytes, slowing down with large data sets. To reduce file size, save as a binary spreadsheet: go to File, Save As, enter file name and location, choose Excel binary workbook option, and save.