What to do with luggage if you arrive before check in?

Let's say you fly or take the train into Chicago or really any big city, and you plan to spend the day around the city before you check into your hotel for the night or multiple nights

What are you supposed to do with your luggage between when you arrive and when you get to your hotel and actually check in?