Not specifically Chicago or the area, but the Illinois DOR released recently its information on number of earners at various income brackets who filed returns, the aggregate income of those, etc. Illinois had a huge jump of those who filed income tax returns with greater than $500K reported adjusted gross income.
The most recently data is for filing year 2021.