I can think of many exceptions to this both on large and small "towns" and depending on what is meant by corruption. E.g., NYC is very large but not exactly friendly to business nor easy to navigate unless you have lots of money to spread around to "permit expeditors"" and oddly interested neighborhood groups and of course lots of lawyers and even then it's a roll of the dice on whether you'll be allowed to operate in an economically viable manner.