We are not perfect,” said John Chell, the Police Department’s chief of patrol, as protesters gathered in Union Square.

Police say that a man suspected of not paying the subway fare did not follow instructions and threatened officers with a knife.

Footage of two New York City police officers opening fire at a subway station as they confronted a man holding a knife shows they fired at him as he was standing still, his arms by his side and his back to a train.