DEBUG: Raw major_slug = ""
DEBUG: Initial offers_url = "https://www.collegefactual.com/majors/business-management-marketing-sales/international-business/international-business-trade-commerce/offers.json", major_slug = ""
DEBUG: After cleaning major_slug = ""
DEBUG: Before URL cleaning = "https://www.collegefactual.com/majors/business-management-marketing-sales/international-business/international-business-trade-commerce/offers.json"
DEBUG: After TrimSuffix = "https://www.collegefactual.com/majors/business-management-marketing-sales/international-business/international-business-trade-commerce/offers.json"
DEBUG: After HTTPS placeholder = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/business-management-marketing-sales/international-business/international-business-trade-commerce/offers.json"
DEBUG: After slash cleaning = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/business-management-marketing-sales/international-business/international-business-trade-commerce/offers.json"
DEBUG: After URL cleaning = "https://www.collegefactual.com/majors/business-management-marketing-sales/international-business/international-business-trade-commerce/offers.json"
DEBUG: offers_url = https://www.collegefactual.com/majors/business-management-marketing-sales/international-business/international-business-trade-commerce/offers.json
DEBUG: major_slug = ""
DEBUG: offers_url is valid, proceeding to fetch data
DEBUG: offers_data.offers found, count = 7
DEBUG: Specific major detected (cip4 = 52.11), keeping min_relevance at 0.8
DEBUG: Starting relevance filtering - min_relevance = 0.8, max_relevance = 1
DEBUG: Checking offer "International Business (I Have a HS Diploma or Associate Degree)" with relevance 1
DEBUG: ✓ Offer "International Business (I Have a HS Diploma or Associate Degree)" ACCEPTED (relevance 1)
DEBUG: Checking offer "Grad Cert - International Business (I Have a Bachelors)" with relevance 1
DEBUG: ✓ Offer "Grad Cert - International Business (I Have a Bachelors)" ACCEPTED (relevance 1)
DEBUG: Checking offer "International Business (I Have a Bachelors)" with relevance 1
DEBUG: ✓ Offer "International Business (I Have a Bachelors)" ACCEPTED (relevance 1)
DEBUG: Checking offer "MBA - International Business (I Have a Bachelors)" with relevance 1
DEBUG: ✓ Offer "MBA - International Business (I Have a Bachelors)" ACCEPTED (relevance 1)
DEBUG: Checking offer "BS in Business Administration - International Business" with relevance 1
DEBUG: ✓ Offer "BS in Business Administration - International Business" ACCEPTED (relevance 1)
DEBUG: Checking offer "MBA in International Business" with relevance 1
DEBUG: ✓ Offer "MBA in International Business" ACCEPTED (relevance 1)
DEBUG: Checking offer "Trade & Vocational Programs (Freight Broker)" with relevance 0.5
DEBUG: ✗ Offer "Trade & Vocational Programs (Freight Broker)" 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 4 offers with relevance >= 1.0
Insufficient Data for Montana
We are still finalizing the international business/trade/commerce value ranking for Montana — check back soon.
by our College Data Analytics Team
[International Business/Trade/Commerce](/majors/business-management-marketing-sales/international-business/international-business-trade-commerce/) degree programs vary widely in price and payoff across the country. A high-value program keeps cost low while graduates go on to earn well.