In February, the weather in Edinburgh is typically cold. Average daily high temperature in February is about 5 degrees above zero. On average, Edinburgh has 15 rainy, 8 cloudy, 4 sunny, and 2 partly cloudy days in February. The rains are usually light. February as well as January, March, April, and May is considered the most uncomfortable time to visit Edinburgh.