If you have a PEOPLE table and some birthdates are unknown, then remove the "birthdate" column and make another table called PEOPLE_BIRTHDATES with a "birthdate" column and a foreign key pointing to PEOPLE. Now your queries can have lots of left joins. The results will still have nulls, however.