It doesn't quite work like that. For eg. Fresno pays one-third of what San Francisco pays, even though both of them are in California.
http://imgur.com/ywkmDzT
There was a very long article in yesterday's Seattle Times on this very topic -
http://www.seattletimes.com/seattle-news/data/rain-soaked-se...