Now follow along: The Whitefish River is a tributary of the Flathead River. It is part of the Columbia River basin, as the Flathead River is a tributary of Clark Fork, which is tributary to the Pend Oreille River, which is tributary to the Columbia River. Whew! And yes, my crazy cousin and husband do the polar plunge from their dock into this river every year.