In December, the weather in Harrisburg is typically cold. Average daily high temperature in December is about 5 degrees above zero. On average, Harrisburg has 10 cloudy, 8 partly cloudy, 7 rainy, and 6 sunny days in December. The rains are usually moderate. December as well as January, February, March, and April is considered the most uncomfortable time to visit Harrisburg.