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Copying and pasting data into Excel can lead to errors due to unwanted spaces, which can be removed using the TRIM function. However, in some cases, TRIM may not work effectively, resulting in spaces not being removed as expected. The tutorial explores why this may happen and offers an explanation for this issue.