A cloud manager, for forming neighborhood groups from disperse cloud providers, receives provider data relating to a plurality of disperse cloud providers for a plurality of data subcategories classified under N-number main categories. The cloud manager generates a respective vector to represent each of the plurality of disperse cloud providers based on the provider data. The cloud manager generates an N-number axis space comprising the vectors. The cloud manager groups the plurality of disperse cloud providers in the N-number axis space into at least one cloud provider group, based on the vectors and a clustering algorithm.