In February, the weather in Scarborough is typically cold. Average daily high temperature in February is about 6 degrees above zero. On average, Scarborough has 15 rainy, 9 cloudy, 3 partly cloudy, and 2 sunny days in February. The rains are usually moderate. February as well as January, March, May, and June is considered the most uncomfortable time to visit Scarborough.