Same here in Chicago. The primary reason I avoid cabs and prefer uber.
1. They are rude.
2. They don't accept credit cards and often lie to you about their CC machine not working.
3. Cabs Stink.
4. They have annoying little screens with ads in the backseat.
5. Some of them have no air conditioning.