Just historical usage, as the nation settled on the East coast and headed West.

Historically "the west" referred to west of the Mississippi river. "Midwest" was the Territories mid way between the eastern colonies and the western plains west of the Mississippi

Because it used to be the western frontier, with everything west being Spain/Mexico/France.