  We discovered numerically a scaling law obeyed by the amplitude of collective
mo tion in large populations of chaotic elements. Our analysis strongly
suggests that such populations generically exhibit collective motion in the
presence of interaction, however weak it may be. A phase diagram for the
collective motion, which is characterized by peculiar structures similar to
Arnold tongues, is obtained.
