A data catalog is a centralized repository that enables organizations to discover, understand, and manage their data assets. Gartner's Magic Quadrant for Data Catalogs evaluates vendors based on their ability to execute and completeness of vision. A leading data catalog solution should provide capabilities such as data profiling, metadata management, data lineage, and collaboration to improve the productivity and governance of data-driven activities.