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To reduce the size of a large Excel file with only two sheets, open it in Excel web to optimize unused formatting and metadata. Check performance in Review Check Performance to see suggestions for removing unnecessary data. Optimize each sheet individually or click Optimize All to remove unnecessary stuff, reducing file size significantly. The file size decreased from 4.9 megabytes to 46 kilobytes after optimization.