A method, computer system, and computer program product for analyzing skills for an organization. A computer system identifies a cluster of the skills from a graph of people in the organization. The graph of the people includes nodes for the people, connectors indicating relationships between the people, and information about the skills for the people. The computer system analyzes the cluster of the skills to form an analysis, enabling performing an operation for the organization based on the analysis of the cluster of the skills identified.