DEBUG: Raw major_slug = ""
DEBUG: Initial offers_url = "https://www.collegefactual.com/majors/business-management-marketing-sales/management-science-quantitative-methods/business-statistics/offers.json", major_slug = ""
DEBUG: After cleaning major_slug = ""
DEBUG: Before URL cleaning = "https://www.collegefactual.com/majors/business-management-marketing-sales/management-science-quantitative-methods/business-statistics/offers.json"
DEBUG: After TrimSuffix = "https://www.collegefactual.com/majors/business-management-marketing-sales/management-science-quantitative-methods/business-statistics/offers.json"
DEBUG: After HTTPS placeholder = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/business-management-marketing-sales/management-science-quantitative-methods/business-statistics/offers.json"
DEBUG: After slash cleaning = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/business-management-marketing-sales/management-science-quantitative-methods/business-statistics/offers.json"
DEBUG: After URL cleaning = "https://www.collegefactual.com/majors/business-management-marketing-sales/management-science-quantitative-methods/business-statistics/offers.json"
DEBUG: offers_url = https://www.collegefactual.com/majors/business-management-marketing-sales/management-science-quantitative-methods/business-statistics/offers.json
DEBUG: major_slug = ""
DEBUG: offers_url is valid, proceeding to fetch data
DEBUG: offers_data.offers found, count = 9
DEBUG: Specific major detected (cip4 = 52.13), keeping min_relevance at 0.8
DEBUG: Starting relevance filtering - min_relevance = 0.8, max_relevance = 1
DEBUG: Checking offer "MBA in Business Analytics" with relevance 0.9
DEBUG: ✓ Offer "MBA in Business Analytics" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "" with relevance 0.9
DEBUG: ✓ Offer "" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "Analytics (I Have a HS Diploma or Associate Degree)" with relevance 0.7
DEBUG: ✗ Offer "Analytics (I Have a HS Diploma or Associate Degree)" REJECTED (relevance 0.7)
DEBUG: Checking offer "Analytics (I Have a HS Diploma or Associate Degree)" with relevance 0.7
DEBUG: ✗ Offer "Analytics (I Have a HS Diploma or Associate Degree)" REJECTED (relevance 0.7)
DEBUG: Checking offer "Analytics (I Have a Bachelors)" with relevance 0.7
DEBUG: ✗ Offer "Analytics (I Have a Bachelors)" REJECTED (relevance 0.7)
DEBUG: Checking offer "MBA - Analytics (I Have a Bachelors)" with relevance 0.7
DEBUG: ✗ Offer "MBA - Analytics (I Have a Bachelors)" REJECTED (relevance 0.7)
DEBUG: Checking offer "Grad Cert - Data Analytics (I Have a Bachelors)" with relevance 0.7
DEBUG: ✗ Offer "Grad Cert - Data Analytics (I Have a Bachelors)" REJECTED (relevance 0.7)
DEBUG: Checking offer "Data Science (I Have a HS Diploma or Associate Degree)" with relevance 0.5
DEBUG: ✗ Offer "Data Science (I Have a HS Diploma or Associate Degree)" REJECTED (relevance 0.5)
DEBUG: Checking offer "Data Science (I Have a Bachelors)" with relevance 0.5
DEBUG: ✗ Offer "Data Science (I Have a Bachelors)" REJECTED (relevance 0.5)
DEBUG: relevant_offers count = 2
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 Business Statistics Programs
Learn about start dates, transferring credits, availability of financial aid, and more by contacting the universities below.
MBA in Business Analytics
Learn how to use data to make better, more informed business decisions when you earn a business analytics MBA online from Southern New Hampshire University
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Insufficient Data for Arizona
We are still finalizing the business statistics ranking for Arizona — check back soon.
by our College Data Analytics Team