DEBUG: Raw major_slug = ""
DEBUG: Initial offers_url = "https://www.collegefactual.com/majors/business-management-marketing-sales/business-administration-and-management/e-commerce/offers.json", major_slug = ""
DEBUG: After cleaning major_slug = ""
DEBUG: Before URL cleaning = "https://www.collegefactual.com/majors/business-management-marketing-sales/business-administration-and-management/e-commerce/offers.json"
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DEBUG: major_slug = ""
DEBUG: offers_url is valid, proceeding to fetch data
DEBUG: offers_data.offers found, count = 14
DEBUG: Specific major detected (cip4 = 52.02), keeping min_relevance at 0.8
DEBUG: Starting relevance filtering - min_relevance = 0.8, max_relevance = 1
DEBUG: Checking offer "Business Administration (I Have a HS Diploma or Associate Degree)" with relevance 0.8
DEBUG: ✓ Offer "Business Administration (I Have a HS Diploma or Associate Degree)" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "Business Administration (I Have a HS Diploma or Associate Degree)" with relevance 0.8
DEBUG: ✓ Offer "Business Administration (I Have a HS Diploma or Associate Degree)" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "Management (I Have a HS Diploma or Associate Degree)" with relevance 0.8
DEBUG: ✓ Offer "Management (I Have a HS Diploma or Associate Degree)" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "Management (I Have a Bachelors)" with relevance 0.8
DEBUG: ✓ Offer "Management (I Have a Bachelors)" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "BS in Marketing - Digital Marketing" with relevance 0.8
DEBUG: ✓ Offer "BS in Marketing - Digital Marketing" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "MS in Marketing - Digital Marketing" with relevance 0.8
DEBUG: ✓ Offer "MS in Marketing - Digital Marketing" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "Business & Management MBA Programs (I Have a Bachelors)" with relevance 0.7
DEBUG: ✗ Offer "Business & Management MBA Programs (I Have a Bachelors)" REJECTED (relevance 0.7)
DEBUG: Checking offer "MBA - General Business (I Have a Bachelors)" with relevance 0.7
DEBUG: ✗ Offer "MBA - General Business (I Have a Bachelors)" REJECTED (relevance 0.7)
DEBUG: Checking offer "Web Design (I Have a HS Diploma or Associate Degree)" with relevance 0.7
DEBUG: ✗ Offer "Web Design (I Have a HS Diploma or Associate Degree)" REJECTED (relevance 0.7)
DEBUG: Checking offer "MBA - Management (I Have a Bachelors)" with relevance 0.6
DEBUG: ✗ Offer "MBA - Management (I Have a Bachelors)" REJECTED (relevance 0.6)
DEBUG: Checking offer "BS in Marketing - Social Media Marketing" with relevance 0.6
DEBUG: ✗ Offer "BS in Marketing - Social Media Marketing" REJECTED (relevance 0.6)
DEBUG: Checking offer "MS in Information Technology - Web Design" with relevance 0.6
DEBUG: ✗ Offer "MS in Information Technology - Web Design" REJECTED (relevance 0.6)
DEBUG: Checking offer "MS in Marketing - Social Media Marketing" with relevance 0.6
DEBUG: ✗ Offer "MS in Marketing - Social Media Marketing" REJECTED (relevance 0.6)
DEBUG: Checking offer "Web Design (I Have a Bachelors)" with relevance 0.5
DEBUG: ✗ Offer "Web Design (I Have a Bachelors)" REJECTED (relevance 0.5)
DEBUG: relevant_offers count = 6
DEBUG: relevant_offers > 0, checking for ESYOH offers
DEBUG: ESYOH filtering - found 4 ESYOH offers with relevance >= 0.8
DEBUG: esyoh_offers count = 4
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 4 offers with relevance >= 0.8
Best Schools for E-Commerce in Michigan
If you are not interested in a particular degree level and want to know which schools are the overall best at delivering an education for the e-commerce degrees they offer, see the list below.
Top Schools in E-Commerce
Western Michigan University tops our 2026 ranking of the best e-commerce schools. Set in the city of Kalamazoo, Western Michigan University is a large public institution. Roughly 58% of students complete a degree within six years here. About 128 e-commerce degrees were awarded at Western Michigan University in the most recent year. Soon after graduation, e-commerce degree recipients from Western Michigan University generally make around $69,445. Students borrow a median of $27,000 to complete this degree.
Read more about the e-commerce program at Western Michigan University
