Rob Paral calls himself the Chicago Data Guy. Here, he's helpfully created composites of the 2010 Census data by community area. Check out the excel sheets under "Census Tracts and Community Areas Data."
Historical Data (pre 2010)
The sources listed below include some historical data for Chicago community areas, though they are not comprehensive:
