I think they might be right to worry about it.
Besides Obama's support, Chicago is actually a very nice city (except parts of the south side). I live in Dallas, but visit my Dad in Chicago regularly. I'm always amazed by how nice the downtown area is. It completely blows away any other American city. Even without Obama's help, Tokyo would have a real challenge beating out Chicago.