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Unit 2 of the YouTube tutorial focuses on cleaning up raw data through basic formatting and formula exercises in Excel. It emphasizes the importance of preparing data for analysis by removing extra characters and ensuring correct formatting. This practice is essential to ensure that the data is ready for analysis and that it provides accurate insights.