Free-typed categories drift: Email, e-mail, EMAIL. Map variants to the approved values with a reviewed dictionary and quarantine anything unmapped instead of guessing a nearest match.
- Lesson: Map categories with an approved dictionary
- Practise: Map channels with an approved dictionary
Related: Boolean parsing, Validation rule