I have a database of 50,920 US based Realtors (283 from Chicago) scraped from Yellow pages. It is Excel spreadsheet (Business Name,Category,Address,City,State,Postal,Phone number,website,email,latitude,longitude). If you are interested contact me and I will send you the sample of database.