Transparency International is in the business of ranking global corruption. "The CPI ranks 180 countries by their perceived levels of corruption, as determined by expert assessments and opinion surveys."
I find this very interesting indeed. Denmark ranks at the top, Somalia at the bottom, with the US tied with Belgium and Japan at #18. Here's the CTI table of nations and their rankings. I haven't studied the methodology and so have no opinion.