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A subway with uneven crowd distribution is flawed in terms of both comfort and public health. This design is based on an analysis of passenger behavior patterns to come up with a feasible optimization concept that allows people to be evenly distributed in the carriage during peak hours to avoid unnecessary crowding and possible disease transmission.