The opening scene of this video is the same location of a scene from The Bourne Identity a 2002 film with Matt Damon. In the movie they have their car parked there facing Notre Dame.
Go to youtube to see all of the videos by this person. I feel he has the best videos of Paris I have seen so far. And he continues to make more and more. So go to his channel on youtube and stay tuned in.