February in South Milwaukee is the windiest month of the year. In February, the weather in South Milwaukee is typically freezing. Average daily high temperature in February is about 2 degrees below zero. On average, South Milwaukee has 17 cloudy, 6 snowy, 4 sunny, 1 rainy, and 1 partly cloudy day in February. The snowfalls are usually moderate.