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When copying and pasting data into Excel, errors may occur due to unwanted spaces such as leading or trailing spaces. Excel's TRIM function can be used to remove these spaces, but it may not work in all cases. In some instances, even when the formula appears to be working, TRIM may not effectively remove the extra space.