 The film depicts Melvin Purvis (Ben Johnson) as being responsible  for the capture or kills of "Machine Gun" Kelly, Wilbur Underhill,  "Handsome Jack" Klutis, John Dillinger, and "Pretty Boy" Floyd. In  reality, Purivs was only responsible for getting Dillinger and  Floyd.