It can happen anytime during the whole month. Once you get to around mid December the ultra cold temps can happen at anytime. The month of January is the prime cold month for all areas in North America. Then again you can get super nasty cold snaps all the way through February. The further up North or the higher the altitudes, the nastier it can get.