How do you clean and validate scraped data?

Answer

Clean scraped data by trimming whitespace, normalizing formats, and removing duplicates. Validate fields with schemas to catch missing or invalid values. Use type conversions for dates, numbers, and currencies. Track extraction errors and store raw inputs for debugging. Good cleaning and validation improves reliability downstream.