You walk down the streets of Manhattan, or ride the subway, and there are going to be hundreds and thousands of people in your personal space, because there are just so many people living there. You are close enough to see the whites of their eyes.
That video had way too many shots of buildings and cars, and what shots there were of people were wide, generic crowd shots.