I remember many winters when I was a kid in the 60s and 70S that had snow by Christmas, also I remember a lot didn't. It's less than 50-50 in Southern New England.
I picked up my dog from day care last week, usually when they open the door she runs to me, last week she got halfway to me and turned around and ran back inside when the arctic wind hit her in the face.