It's a map of Neurotic People.
"based on data on hundreds of thousands of people compiled by psychologists, Jason Rentfrow at Cambridge University and Sam Gosling at the University of Texas"
From a book called Who's Your City, by Dr. Richard Florida.
More maps here:
http://creativeclass.typepad.com/thecreativityexchange/2008/...