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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 in target files. Correcting involves fixing errors such as misspellings or typos. Standardizing means following a set format or rules. Matching involves searching and finding data across different sources. Consolidating is bringing all the cleaned data together.
