The present invention relates to a consumer tendency analysis and typing system and method through a small data extraction mode, which includes a typing result analysis unit that analyzes what needs consumers of each type classified have, and provides a customized solution for each consumer type, and the present invention classifies and identifies consumers of a client company into 256 types based on their individual tendencies, and enables the client company to provide customized customer services and customized marketing strategies for each consumer type, as well as product recommendations and personalized services.

A monitoring system and a method for detecting location of at least one person in a monitored area with a monitoring system, which monitoring system comprises at least one sensor arrangement (101, 201, 301, 302, 303, 304) comprising at least one sensor, measuring electronics and a processor configured to process the sensor data, wherein the sensor is a radar-based sensor, such as frequency-modulated continuous-wave MIMO radar-based sensor, monitoring presence, location, movement and/or attitude of at least one person in the monitored area and, the system determines with the at least one sensor arrangement presence, location and/or movement of at the least one person (402, 403, 404, 405) in the monitored area (200, 401), the system sends information relating to presence, location and/or movement of the at least one person (402, 403, 404, 405) in the monitored area (200, 401) to a device (400, 500), such as a portable device, e.g. a mobile telephone or a tablet, wherein the device (400, 500) indicates the determined presence, location and/or movement of the at least one person (402, 403, 404, 405) in the monitored area in a map or a floor plan of the monitored area.