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Explore federal higher education data with cited answers

Clema Higher Ed AI Agents lets users ask plain-English questions about U.S. colleges and universities. It queries public federal datasets covering enrollment, graduation, tuition, financial aid, accreditation, employment outcomes, and campus safety. Each answer includes a source citation so the underlying information can be checked.
Institutional researchers can compare peer schools, investigate trends, generate charts, and export results to CSV or Excel. The interface also identifies the data release used for an answer. Clema brings several sources, including IPEDS, College Scorecard, and Census employment outcomes, into a conversational workflow for teams that would otherwise download and combine separate federal data files.
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