In February, the weather in Clarksville is typically cold. Average daily high temperature in February is about 7 degrees above zero. On average, Clarksville has 10 partly cloudy, 9 rainy, 9 sunny, and 1 cloudy day in February. The rains are usually heavy. February as well as January, March, and December is considered the most uncomfortable time to visit Clarksville.