SiteData.io offers a dataset, both historical for back testing, and current, of Locality Health Scores (LHS) predictive of the ability of a borrower based in a locality (city, neighborhood, zip code, etc.) to repay many types of loans. LHS is best used as a feature in a credit risk model, and provides a 1-4% predictive lift.