He does have a Granny Bird...he's mentioned her several times!
In the song "Tall Enough" he mentions a mom, dad, and sister...and in one of the Sesame Street Library volumes there is a comic which shows Big visiting several of his cousins
So, although TECHNICALLY we've never seen any on the show, I like to think he does have family