DEBUG: Raw major_slug = ""
DEBUG: Initial offers_url = "https://www.collegefactual.com/majors/multi-interdisciplinary-studies/data-analytics/data-visualization/offers.json", major_slug = ""
DEBUG: After cleaning major_slug = ""
DEBUG: Before URL cleaning = "https://www.collegefactual.com/majors/multi-interdisciplinary-studies/data-analytics/data-visualization/offers.json"
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DEBUG: offers_url = https://www.collegefactual.com/majors/multi-interdisciplinary-studies/data-analytics/data-visualization/offers.json
DEBUG: major_slug = ""
DEBUG: offers_url is valid, proceeding to fetch data
DEBUG: offers_data.offers found, count = 11
DEBUG: Specific major detected (cip4 = 30.71), keeping min_relevance at 0.8
DEBUG: Starting relevance filtering - min_relevance = 0.8, max_relevance = 1
DEBUG: Checking offer "Analytics (I Have a HS Diploma or Associate Degree)" with relevance 0.8
DEBUG: ✓ Offer "Analytics (I Have a HS Diploma or Associate Degree)" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "Analytics (I Have a HS Diploma or Associate Degree)" with relevance 0.8
DEBUG: ✓ Offer "Analytics (I Have a HS Diploma or Associate Degree)" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "Analytics (I Have a Bachelors)" with relevance 0.8
DEBUG: ✓ Offer "Analytics (I Have a Bachelors)" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "MBA - Analytics (I Have a Bachelors)" with relevance 0.8
DEBUG: ✓ Offer "MBA - Analytics (I Have a Bachelors)" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "Grad Cert - Data Analytics (I Have a Bachelors)" with relevance 0.8
DEBUG: ✓ Offer "Grad Cert - Data Analytics (I Have a Bachelors)" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "Data Science (I Have a HS Diploma or Associate Degree)" with relevance 0.8
DEBUG: ✓ Offer "Data Science (I Have a HS Diploma or Associate Degree)" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "Data Science (I Have a Bachelors)" with relevance 0.8
DEBUG: ✓ Offer "Data Science (I Have a Bachelors)" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "AS in Data Analytics" with relevance 0.8
DEBUG: ✓ Offer "AS in Data Analytics" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "BS in Data Analytics" with relevance 0.8
DEBUG: ✓ Offer "BS in Data Analytics" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "MS in Data Analytics" with relevance 0.8
DEBUG: ✓ Offer "MS in Data Analytics" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "Graphic Design (I Have a HS Diploma or Associate Degree)" with relevance 0.6
DEBUG: ✗ Offer "Graphic Design (I Have a HS Diploma or Associate Degree)" REJECTED (relevance 0.6)
DEBUG: relevant_offers count = 10
DEBUG: relevant_offers > 0, checking for ESYOH offers
DEBUG: ESYOH filtering - found 7 ESYOH offers with relevance >= 0.8
DEBUG: esyoh_offers count = 7
DEBUG: ESYOH offers found, rendering ESYOH widget
DEBUG: most_relevant_only = true, filtering for most relevant
DEBUG: Found 0 offers with relevance >= 1.0
DEBUG: Backfilling with 0 offers with relevance >= 0.9
DEBUG: Backfilling with 7 offers with relevance >= 0.8
2026 Best Value Value Schools in Pennsylvania
Below are the schools that deliver the strongest value in value, balancing cost against outcomes.
Best Value Value Schools
Leading the list is Carnegie Mellon University, our #1 best value for value in Pennsylvania. Carnegie Mellon University is a large private not-for-profit school located in the city of Pittsburgh. In-state tuition and fees average $65,636. Typical student debt for value graduates is $23,529. Soon after graduation, value degree recipients from Carnegie Mellon University generally make around $89,327. Set against $23,529 in median debt, that is a healthy payoff. The acceptance rate is 12%.