15. An apparatus of claim 10 , wherein the information related to the points-of-interest include data points for indicating characteristics and quantities of the points-of-interest for the defined geographic region.
10. An apparatus comprising: at least one processor; and at least one memory including computer program code for one or more programs, the at least one memory and the computer program code configured to, with the at least one processor, cause the apparatus to perform at least the following, determining scores associated with one or more contextual categories for a defined geographic region, the scores indicating a level of affinity between points-of-interest located within the defined geographic region and the one or more contextual categories; identifying an anomaly in a score associated with at least one of the one or more contextual categories based on information related to the points-of-interest; generating an updated score to associate with the at least one contextual category based on an analysis of verification information related to the defined geographical region and on a normalization of the scores and the score with the anomaly by reduction with a normalization factor corresponding to a total number of the points-of-interest; and associating the updated score with the at least one contextual category, wherein the level of affinity is based on a density, a concentration, a rate of occurrence, or a combination thereof, of the points-of-interest associated with the one or more contextual categories, for the defined geographic region.