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Unit 2 focuses on cleaning up raw data by doing basic formatting and formula exercises. The goal is to prepare the data for analysis using Excel skills learned in class one. The process involves removing extra characters, filtering correctly, and ensuring the data is correctly formatted. This step is essential to ensure the data is ready for analysis and to avoid analyzing data with incorrect values. It is a common practice to tidy up data before analyzing it, especially when data is obtained from a database.