In November, the weather in Appleton is typically cold. Average daily high temperature in November is about 5 degrees above zero. On average, Appleton has 12 cloudy, 8 partly cloudy, 6 sunny, and 4 rainy days in November. The rains are usually moderate. November as well as March and April is considered the most uncomfortable time to visit Appleton.