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DEBUG: After cleaning major_slug = ""
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DEBUG: offers_url is valid, proceeding to fetch data
DEBUG: No offers_data.offers found, showing generic ESYOH widget
Insufficient Data for Michigan
There were not enough schools with complete data to rank communications technology in Michigan this year.
Notes and References
The ranking above is published by College Factual (MF_RANKING_2025), 2026 edition. Schools are scored on a blend of student outcomes (graduation rate, post-graduation earnings), affordability, and program focus, drawn primarily from the U.S. Department of Education (IPEDS and College Scorecard).
Ranking method: College Major Top Ranked · 4 schools evaluated.
- The Integrated Postsecondary Education Data System (IPEDS) from the National Center for Education Statistics (NCES), a branch of the U.S. Department of Education (DOE), serves as the core of our data about colleges.
- Some other college data, including much of the graduate earnings data, comes from the U.S. Department of Education’s (College Scorecard).
More about our data sources and methodologies.
ADBLOCK #116
by our College Data Analytics Team