Chicago actually has a very large Mexican population.

"The 2000 census counted more than 530,000 Mexicans in the city of Chicago, with more than 1.1 million in the metropolitan area."

http://www.encyclopedia.chicagohistory.org/pages/824.html

There are hole-in-the-wall Mexican restaurants everywhere in Chicago.