Types of Validation for Data Data Type Checking. This verifies that the entered data has the appropriate data type. ... Code Check. This verifies that a field's value is picked from a legitimate set of options or that it adheres to certain formatting requirements. ... Range Check. ... Format Review. ... Verify Consistency.