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Unit 2 focuses on cleaning up raw data by doing basic formatting and formula exercises in Excel. The goal is to prepare the data for analysis by removing extra characters and ensuring proper filtering. This process is necessary to avoid analyzing incorrectly formatted or inaccurate data. Tidying up the data before analysis is a common practice when working with data from databases or other sources.