The population of midwest states totals nearly 68 million people. According to the Census Bureau 84% of the US population lives in suburban and urban areas. That gives an estimate of nearly 11 million people living in the rural midwest.
Personally, I would have figured a majority would have been rural (since there's just so much rural land area). I hadn't realized it was so sparse.