 Elysburg's terrain is mostly gently rolling, with some steep hills in the northeastern part of the CDP.Elysburg's land is mostly residential and farmland, with some forest.As of the census of 2000 there were 3,937 people, 1,746 households, and 1,188 families living in the CDP.