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The steps in data cleaning are parsing, correcting, standardizing, matching, and consolidating. Parsing involves identifying individual data elements in source files and isolating them in target files. Correcting involves fixing errors like misspellings or typos. Standardizing means following formatting rules. Matching involves searching for and matching data elements. Consolidating is combining and organizing data.WhiteSpace parsing names or separating street addresses are examples of parsing. Fixing zip codes and following specific formats are examples of correcting. Maintaining consistency in data formatting and searching for matches are examples of standardizing and matching.