Before he started making movies, Stanley Kubrick was a star photojournalist. In the summer of 1949, Look magazine sent him to Chicago to shoot pictures for a story called "Chicago City of Contrasts."You can see a selection of photographs here.
You can also listen to a 1966 interview with Stanley here.