edit: forgot the URL for this story https://www.thecut.com/2016/07/why-is-new-york-so-much-safer...
> A 2015 study by Rutgers University public policy researcher Paul A. Jargowsky found that more than a third of all poor African-Americans in Chicago live in census tracts with poverty rates above 40 percent, compared with 26 percent of poor African-Americans in New York.
The headline news about Chicago homicides and shootigns (e.g. "WAR ZONE: 10 Killed, 28 WOunded in Chicago Over MLK Day Weekend [0]) don't convey how concentrated the violence is in specific areas of the city. I visit (middle-class) friends who live downtown and uptown (along the lake) and it feels as safe as any of the nice parts of Manhattan when I lived there.
Chicago Tribune does an excellent job tracking shootings [1]. You can easily see -- after zooming in a little -- on even their overplotted dot map that areas other than Chicago's west and south sides, shootings are virtually nonexistent:
[snapshot] https://imgur.com/gallery/uPfSG
FWIW, according to the Tribune's tracker: In Chicago, 3,543 people have been shot this year. That is 784 fewer than 2016.
[0] http://www.drudgereportarchives.com/dsp/search.htm?frompage=...
[1] http://www.chicagotribune.com/news/data/ct-shooting-victims-...