The Compact Muon Solenoid (CMS) experiment dedicates significant effort to assess the quality of its data. online and offline. A real-time data quality monitoring system is in place to spot and diagnose problems as promptly as possible to avoid data loss. The a posteriori evaluation of processed data is designed to categorize it in terms of their usability for physics analysis. https://www.tamalpies.com/product-category/workshop/