The technology relates to determining a description of a geographic area. One or more computing devices may receive a set of images, wherein each image includes data associated with geolocation data and labels describing the contents of the images. Each image in the set of images may be assigned to one or more buckets corresponding to a geographic area based at least in part on the geolocation information. Based on an inquiry identifying one or more geolocations, a set of one or more buckets that are associated with geographic areas that cover the one or more geolocations may be determined. Labels associated with the images assigned to the set of buckets may be identified and a description of the one or more geolocations may be generated. The description may be provided in response to the request.