Reports on the relationship between the size of a stimulus crowd, standing on a busy city street looking up at a building, and the response of passersby. As the size of the stimulus crowd was increased a greater proportion of passersby adopted the behavior of the crowd. The results suggest a modification of the J. S. Coleman and J. James model of the size of free-forming groups to include a contagion assumption.