In February, the weather in Coeur d'Alene is typically cold. Average daily high temperature in February is about 2 degrees above zero. On average, Coeur d'Alene has 22 rainy, 4 cloudy, 2 sunny, and 1 snowy day in February. The rains are usually heavy. February as well as March, April, and November is considered the most uncomfortable time to visit Coeur d'Alene.