The research described in this article integrated objective and subjective human analyses of the built environment. The Affect-Based Built Environment Video Analytics (BEST) gathers and analyzes data on human affective attitudes and emotional and physiological states in the built environment and delivers these to city planners and stakeholders in maintenance and management.