February in Uniontown is the windiest and the cloudiest month of the year. In February, the weather in Uniontown is typically cold. Average daily high temperature in February is about 2 degrees above zero. On average, Uniontown has 16 rainy, 4 snowy, 4 cloudy, 3 sunny, and 2 partly cloudy days in February. The rains are usually moderate. February as well as January, March, May, and December is considered the most uncomfortable time to visit Uniontown.