I don't think it's specific to walmart, I've noticed that prices in supermarkets (Target, Walmart, etc.) located in lower priced neighborhoods tend to be lower than those in higher priced neighborhoods. The same item, same brand, same everything, but price difference can be from 10-30% different, sometimes more.