The bridge scene was shot as a city parade took place a few blocks away. Any kind of delay would have caused the production's cancellation, as thousands of parade goers would have poured over the bridge. This was also the only time the scene could have been shot because of schedule conflicts among the cast.
90% of the movie was shot in one city block, simulating a journey of that supposedly covered a few miles.