In November, the weather in Watertown is typically cold. Average daily high temperature in November is about 3 degrees above zero. On average, Watertown has 15 partly cloudy, 10 sunny, 3 cloudy, and 2 rainy days in November. The rains are usually light. November as well as January, March, and April is considered the most uncomfortable time to visit Watertown.