DEBUG: Raw major_slug = ""
DEBUG: Initial offers_url = "https://www.collegefactual.com/majors/visual-and-performing-arts/music/keyboard-instruments/offers.json", major_slug = ""
DEBUG: After cleaning major_slug = ""
DEBUG: Before URL cleaning = "https://www.collegefactual.com/majors/visual-and-performing-arts/music/keyboard-instruments/offers.json"
DEBUG: After TrimSuffix = "https://www.collegefactual.com/majors/visual-and-performing-arts/music/keyboard-instruments/offers.json"
DEBUG: After HTTPS placeholder = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/visual-and-performing-arts/music/keyboard-instruments/offers.json"
DEBUG: After slash cleaning = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/visual-and-performing-arts/music/keyboard-instruments/offers.json"
DEBUG: After URL cleaning = "https://www.collegefactual.com/majors/visual-and-performing-arts/music/keyboard-instruments/offers.json"
DEBUG: offers_url = https://www.collegefactual.com/majors/visual-and-performing-arts/music/keyboard-instruments/offers.json
DEBUG: major_slug = ""
DEBUG: offers_url is valid, proceeding to fetch data
DEBUG: offers_data.offers found, count = 1
DEBUG: Specific major detected (cip4 = 50.09), keeping min_relevance at 0.8
DEBUG: Starting relevance filtering - min_relevance = 0.8, max_relevance = 1
DEBUG: Checking offer "MBA in Music Business" with relevance 0.8
DEBUG: ✓ Offer "MBA in Music Business" ACCEPTED (relevance 0.8)
DEBUG: relevant_offers count = 1
DEBUG: relevant_offers > 0, checking for ESYOH offers
DEBUG: ESYOH filtering - found 0 ESYOH offers with relevance >= 0.8
DEBUG: esyoh_offers count = 0
DEBUG: No ESYOH offers, checking direct offers
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Featured Keyboard Instruments Programs
Learn about start dates, transferring credits, availability of financial aid, and more by contacting the universities below.
MBA in Music Business
Earn the music business degree that fits into the business world – and partners Southern New Hampshire University with world-renowned Berklee College of Music.
Learn More
Insufficient Data for the Southwest Region
There were not enough schools with complete data to rank keyboard instruments in the Southwest Region this year.
Narrow Keyboard Instruments Schools by State
Notes and References
This list is compiled 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 · 12 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