This is a report from the National Academy of State Health Policy that reviews common data sources that can help state leaders address key issues, such as preventing substance use disorders and diversion of controlled substances, supporting harm reduction, increasing treatment capacity and service delivery, and understanding the needs of vulnerable populations. Best practices are highlighted.