In Cook County, using the assessor's website should be your best bet. When you get to other counties , you can call your local assessor and ask them where you might find the info, and may be able to help you find it. Some counties and cities also have historical societies and departments that have old phone records and address records that may help you find owners going back to the 1800's. It will vary by area.
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