In January, the weather in Chatsworth is typically warm. Average daily high temperature in January is about 15 degrees above zero. On average, Chatsworth has 14 sunny, 7 rainy, 7 partly cloudy, and 3 cloudy days in January. The rains are usually heavy. January as well as February and December is considered the most uncomfortable time to visit Chatsworth.