Actually your idea has been discussed before. Even though this article is from Huffington Post, it is an interesting read on the topic.
http://www.huffingtonpost.com/2011/12/09/illinois-chicago-split-pr_n_1140396.html
Same here in Fla. we need a North Florida and a South Florida although many of us would have to move to North Florida or be voted out forever.