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If you are looking forward towards calculating the Standard Deviation and Standard Error of the Mean in Excel, please check this article.
Excel provides built-in tools to help you to find discrepancies like Filters, Conditional Formatting, advanced functions (If and IS, VLookUp, etc.), and Add-ins.
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