Mobile Orchard has a series of articles on data mining Apple's App Store. This information has been useful to people attempting to determine what is or is not working since Apple does not provide much data beyond "X billion apps served"

Part I talks about the information the App Store provides and via XML data, part II discusses the scripts to download and parse the data, and there should be a part III published soon.