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The key steps in cleaning data include parsing, correcting, standardizing, matching, and consolidating. Parsing involves identifying individual data elements and isolating them, such as separating first and last names. Correcting involves fixing errors like typos or misspellings. Standardizing means following a set format or rules. Matching involves searching for data across different sources.
