`bob@example` lacks a proper domain extension — likely a data entry error - `frank obi@mail.com` contains a space — invalid email format - `5554567890` is a phone number without dashes — valid number, inconsistent format - `2000-13-01` contains month "13" — an invalid date - `12/15/1975` uses MM/DD/