February in Shawnee is the cloudiest month of the year. In February, the weather in Shawnee is typically warm. Average daily high temperature in February is about 10 degrees above zero. On average, Shawnee has 14 sunny, 13 partly cloudy, and 2 rainy days in February. The rains are usually light. February as well as January and December is considered the most uncomfortable time to visit Shawnee.