1. A method comprising: arranging, by a computing device, a plurality of location entities into a hierarchy of location descriptors; and determining, by the computing device, whether one of the location entities is a spatial outlier based at least in part on presence of one or more other location entities within a predetermined distance of the one location entity, the other location entities and the one location entity sharing a location descriptor.