, including job creation, patenting, and new business formation. There is an increasing need for cluster-based data to support … strategies. This paper develops a novel clustering algorithm that systematically generates and assesses sets of cluster … NAICS), and propose a new set of benchmark cluster definitions that incorporates measures of inter-industry linkages based …