Side walks can provide easier riding with fresh fallen snow, as you dont have to deal with the snow packed into ruts, which can be as bad as streetcar tracks. When riding on the road, take it easy at traffic lights, because the stop/start traffic polishes the snow into a layer of ice. Cars give cyclists a lot more space when passing during the first snow of the season.