In November, the weather in Milwaukee is typically cold. Average daily high temperature in November is about 7 degrees above zero. On average, Milwaukee has 9 cloudy, 9 partly cloudy, 7 sunny, and 5 rainy days in November. The rains are usually moderate. November as well as March, April, May, and December is considered the most uncomfortable time to visit Milwaukee.