The riot isn't seen in the movie, but it is alluded to. He has this one speech that gives a great sense of texture and paints a picture of what was happening in Harlem then.
“There is no change - I'm as deep or as shallow as I ever was. What's new is on-the-job experience. This is what you gain with years.”