In my Seattle neighborhood, there are no sidewalks, and we get very few, and after a couple of years of 3 kids total, I stopped doing it (lights out, curtains drawn, in hiding with my barky dog).

Instead, I take bags of candy in to work for the ever-ravenous grad students. Sadly, they don't wear costumes.