February in Chatsworth is the cloudiest month of the year. In February, the weather in Chatsworth is typically warm. Average daily high temperature in February is about 16 degrees above zero. On average, Chatsworth has 20 sunny, 7 partly cloudy, and 2 rainy days in February. The rains are usually heavy.