 Pseudonymizing these less identifying fields removes most of their analytic value and is therefore normally accompanied by the introduction of new derived and less identifying forms, such as year of birth or a larger postal code region.Data fields that are less identifying, such as date of attendance, are usually not pseudonymized.It is important to realize that this is because too much statistical utility is lost in doing so, not because the data cannot be identified.