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Unit 2 focuses on cleaning up raw data by performing basic formatting and formula exercises in Excel. The goal is to prepare the data for analysis by removing extra characters and ensuring correct filtering. This step is necessary to ensure that the data is correctly formatted and free from incorrect values before analysis. It is a common practice to quickly tidy up the data before proceeding with the analysis process.