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The collective behavior of crowds is thought to emerge from local interactions between pedestrians. One widely assumed interaction is heading alignment. We tested four dynamical models of alignment against human data from pairs of pedestrians. A “follower” walked with a “leader” while head trajectories were recorded. In the simplest model, the follower's angular acceleration is proportional to the...