the data, and to select the final set of indicators which will be used for the typology. The third stage of research is …. This policy should be tailored to the areas' specific needs. Peripheral areas are also very different. The typology has … preparing a typology of sub-regions, using the k-means algorithm. The last part of the article is the interpretation of the …