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The tutorial discusses a common issue where copying and pasting data into Excel can result in errors due to unwanted spaces. The TRIM function in Excel can be used to remove these spaces, but occasionally it may not work as expected. The video tutorial demonstrates why the TRIM function may fail to remove spaces in certain cases.