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DATA-CLEANING5 MIN READ

Sort Cleaning Moves by Reversibility

Separate reversible standardization from irreversible record changes.

Separate reversible standardization from irreversible record changes. Reversible Needs review Irreversible without backup Create email_normalized from lowercase trimmed email Merge two customer records with similar company names Delete rows labeled test that also have invoice IDs Overwrite raw phone numbers with parsed output Add a validation flag for impossible dates Drop all rows with missing region before forecast

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