No drone, or "remotely piloted aircraft" in DoD newspeak, should be flown over a populated area.
So would flying them over a large body of mostly unoccupied water be ok? Like perhaps a river that's 2/3 of a mile wide?
You can clearly hear in the recording that it went between buildings. It wasn't constantly over the water.