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Unit 2 focuses on cleaning up raw data through basic formatting and formula exercises in Excel. It is essential to ensure data is correctly formatted and free from errors before analysis to obtain meaningful insights. This practice involves removing extra characters and filtering incorrectly inputted data to optimize the data for analysis. The skills learned in class one regarding formulas and functions will be utilized to tidy up the raw data, ensuring its accuracy and readiness for analysis.