The invention relates to a visitor flow data analysis, early-warning, and display system comprising an application server, an algorithm server, a management terminal and a video acquisition terminal. The application server consists of a data information receiving module, a data information classification module, a data information comparison module, a data information determination module, an early warning module, and an alarming module. The algorithm server includes a video signal receiving module, a video signal processing module, and a data signal transmission module, wherein the modules carry out communication successively. According to the invention, with the system, visitor flow information in a channel can be collected and analyzed precisely, the monitored visitor flow information can be analyzed and compared in real time, early warning can be carried out effectively before the congestion upper limit is reached, and the management terminal can be notified timely, so that problems like information delay can be solved. The system has comprehensive functions and high practicability; and a channel stampede caused by congestion can be avoided.