Data Sources & Citations

CollegeFit aggregates publicly available data from trusted government and educational institutions to provide accurate, up-to-date information about colleges and universities across the United States. Below is a complete list of our primary data sources and the specific fields each one contributes.

U.S. Department of Education — College Scorecard

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The primary data source for CollegeFit. The College Scorecard provides institution-level data on enrollment, tuition, graduation rates, median earnings after graduation, SAT/ACT score ranges, acceptance rates, and program offerings for every Title IV-participating institution in the United States.

Fields sourced

Acceptance rateIn-state and out-of-state tuitionEnrollmentGraduation rateMedian earnings (10 years post-enrollment)SAT/ACT average scoresSchool type (public / private / for-profit)Setting type (urban / suburban / rural / town)Transfer acceptance ratePopular programs / CIP codes

Integrated Postsecondary Education Data System (IPEDS) — NCES

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IPEDS is a system of interrelated surveys conducted annually by the National Center for Education Statistics (NCES). It collects data from every college, university, and technical and vocational institution that participates in federal student financial aid programs.

Fields sourced

Institutional characteristicsStudent enrollment by level and demographicCompletions and awardsFaculty and staff countsFinancial aid and net price dataStudent-to-faculty ratio

Common App — Institutional Data

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Common App provides publicly available institutional profiles and deadline information for member institutions. CollegeFit uses this data to supplement application deadline and requirements information.

Fields sourced

Application deadlinesApplication requirementsMember institution list

Peterson's College Search

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Peterson's provides supplementary campus life data including housing availability, campus safety ratings, extracurricular activity ratings, and food service ratings.

Fields sourced

Campus safety ratingHousing ratingFood ratingExtracurriculars ratingDiversity rating

U.S. News & World Report — College Rankings

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National university and liberal arts college rankings are sourced from U.S. News & World Report's annual Best Colleges rankings, which evaluate schools on academic quality, graduation rates, financial resources, and alumni giving.

Fields sourced

National rankingRegional ranking

Data Accuracy Notice

CollegeFit makes every effort to keep institutional data current, but figures such as tuition, acceptance rates, and rankings change annually. Always verify critical information directly with the institution before making enrollment decisions. Data is refreshed periodically from the College Scorecard API and IPEDS data releases.