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The tutorial addresses issues with copying and pasting data into Excel leading to errors in formulas due to unwanted spaces. The TRIM function is recommended to remove these spaces, but it may not always work as expected. The video demonstrates a scenario where TRIM fails to remove a space, highlighting the importance of double-checking formula settings.