Dillinger's arrest at Tucson, AZ in January, 1934 reveals his association with Harry Pierpoint, Charles Makley and Russell Clark.  Also involved were various women.  The below report of SA C. J. Endres, reporting from Tucson, provides all the names, associations, cars used and more. 

See the Tucson report here.