Geographers from Kansas State University did a study called 'The Spatial Distribution of the Seven Deadly Sins.'
Hmm, well, what does that mean? It means you have some pretty interesting maps showing their respective prevalence, that's what it means. From what I can tell, Chicago's biggest problem is with greed. Check it out.