In February, the weather in Dallas is typically warm. Average daily high temperature in February is about 14 degrees above zero. On average, Dallas has 12 sunny, 12 partly cloudy, 4 rainy, and 1 cloudy day in February. The rains are usually light. February as well as January, July, August, and December is considered the most uncomfortable time to visit Dallas.