Dog Day Afternoon NYC On the block where the Pacino film of the same name was filmed, Dog Day Afternoon is serving up Chicago-style hot dogs to hungry Brooklynites. Their Chicago dog is made with Vienna beef and served with fresh tomatoes, vinegar-y Sport peppers and a Kosher pickle—none of which you’ll find on a regular NYC dog.