A method is provided for estimating flows of persons that gathered at an Area of Interest for attending a public happening during a time interval on a day. The Area of Interest is defined by an Area of Interest center and an Area of Interest radius and is covered by a mobile telecommunication network having a plurality of communication stations (105a) each of which is adapted to manage communications of user equipment in one or more served areas in which the mobile telecommunication network is subdivided.