Much of decrease is due to the sharp decline in Southside Chicago as well as the growth of the suburbs outside of Cook county.
http://igpa.uillinois.edu/content/census-reveals-population-...
Thanks to the economy, however, the trend is somewhat reversed:
http://www.chicagobusiness.com/article/20120406/BLOGS02/1204...