Trivia via IMDB: The Parade sequence (Twist and Shout scene) was filmed during the Von Steuben Day Parade. An annual event in the Chicagoland area.
Never fails to bring a smile to my face. Just wait until it all kicks off about two minutes in, have a little dance and have an awesome afternoon! :)