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
Read the full lesson
Sign up free — one personalized lesson every day, matched to your role and goals.
Already have an account? Sign in