An overview and research applications of the Alcoa Data Collection, a broad, longitudinal and linked catalogue of data, including occupational exposure, health, medical claims, human resources, payroll, workplace safety and mortality spanning over 20 years for a cohort of 230,000 employees of the multinational aluminum manufacturing company Alcoa, Inc., and their spouses/dependents.