DEBUG: Raw major_slug = "business-management-marketing-sales//marketing//digital-marketing"
DEBUG: Initial offers_url = "https://www.collegefactual.com/majors/business-management-marketing-sales/marketing/digital-marketing/offers.json", major_slug = "business-management-marketing-sales/marketing/digital-marketing"
DEBUG: After cleaning major_slug = "business-management-marketing-sales/marketing/digital-marketing"
DEBUG: Before URL cleaning = "https://www.collegefactual.com/majors/business-management-marketing-sales/marketing/digital-marketing/offers.json"
DEBUG: After TrimSuffix = "https://www.collegefactual.com/majors/business-management-marketing-sales/marketing/digital-marketing/offers.json"
DEBUG: After HTTPS placeholder = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/business-management-marketing-sales/marketing/digital-marketing/offers.json"
DEBUG: After slash cleaning = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/business-management-marketing-sales/marketing/digital-marketing/offers.json"
DEBUG: After URL cleaning = "https://www.collegefactual.com/majors/business-management-marketing-sales/marketing/digital-marketing/offers.json"
DEBUG: offers_url = https://www.collegefactual.com/majors/business-management-marketing-sales/marketing/digital-marketing/offers.json
DEBUG: major_slug = "business-management-marketing-sales/marketing/digital-marketing"
DEBUG: offers_url is valid, proceeding to fetch data
DEBUG: offers_data.offers found, count = 17
DEBUG: Specific major detected (cip4 = 52.14), keeping min_relevance at 0.8
DEBUG: Starting relevance filtering - min_relevance = 0.8, max_relevance = 1
DEBUG: Checking offer "BS in Marketing - Digital Marketing" with relevance 1
DEBUG: ✓ Offer "BS in Marketing - Digital Marketing" ACCEPTED (relevance 1)
DEBUG: Checking offer "MS in Marketing - Digital Marketing" with relevance 1
DEBUG: ✓ Offer "MS in Marketing - Digital Marketing" ACCEPTED (relevance 1)
DEBUG: Checking offer "Marketing (I Have a HS Diploma or Associate Degree)" with relevance 0.9
DEBUG: ✓ Offer "Marketing (I Have a HS Diploma or Associate Degree)" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "Marketing (I Have a HS Diploma or Associate Degree)" with relevance 0.9
DEBUG: ✓ Offer "Marketing (I Have a HS Diploma or Associate Degree)" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "Marketing (I Have a Bachelors)" with relevance 0.9
DEBUG: ✓ Offer "Marketing (I Have a Bachelors)" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "MBA - Marketing (I Have a Bachelors)" with relevance 0.9
DEBUG: ✓ Offer "MBA - Marketing (I Have a Bachelors)" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "Social Media (I Have a HS Diploma or Associate Degree)" with relevance 0.9
DEBUG: ✓ Offer "Social Media (I Have a HS Diploma or Associate Degree)" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "Social Media (I Have a HS Diploma or Associate Degree)" with relevance 0.9
DEBUG: ✓ Offer "Social Media (I Have a HS Diploma or Associate Degree)" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "Social Media (I Have a Bachelors)" with relevance 0.9
DEBUG: ✓ Offer "Social Media (I Have a Bachelors)" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "Social Media Marketing (I Have a Bachelors)" with relevance 0.9
DEBUG: ✓ Offer "Social Media Marketing (I Have a Bachelors)" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "BS in Marketing - Social Media Marketing" with relevance 0.9
DEBUG: ✓ Offer "BS in Marketing - Social Media Marketing" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "MS in Marketing - Social Media Marketing" with relevance 0.9
DEBUG: ✓ Offer "MS in Marketing - Social Media Marketing" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "Digital Audiences (I Have a Bachelors)" with relevance 0.8
DEBUG: ✓ Offer "Digital Audiences (I Have a Bachelors)" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "BS in Business Administration - Marketing" with relevance 0.7
DEBUG: ✗ Offer "BS in Business Administration - Marketing" REJECTED (relevance 0.7)
DEBUG: Checking offer "BA in Graphic Design & Media Arts - Web Design" with relevance 0.6
DEBUG: ✗ Offer "BA in Graphic Design & Media Arts - Web Design" 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 "Web Design (I Have a HS Diploma or Associate Degree)" with relevance 0.5
DEBUG: ✗ Offer "Web Design (I Have a HS Diploma or Associate Degree)" REJECTED (relevance 0.5)
DEBUG: relevant_offers count = 13
DEBUG: relevant_offers > 0, checking for ESYOH offers
DEBUG: ESYOH filtering - found 9 ESYOH offers with relevance >= 0.8
DEBUG: esyoh_offers count = 9
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 8 offers with relevance >= 0.9
DEBUG: Raw major_slug = "business-management-marketing-sales//marketing//digital-marketing"
DEBUG: Initial offers_url = "https://www.collegefactual.com/majors/business-management-marketing-sales/marketing/digital-marketing/offers.json", major_slug = "business-management-marketing-sales/marketing/digital-marketing"
DEBUG: After cleaning major_slug = "business-management-marketing-sales/marketing/digital-marketing"
DEBUG: Before URL cleaning = "https://www.collegefactual.com/majors/business-management-marketing-sales/marketing/digital-marketing/offers.json"
DEBUG: After TrimSuffix = "https://www.collegefactual.com/majors/business-management-marketing-sales/marketing/digital-marketing/offers.json"
DEBUG: After HTTPS placeholder = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/business-management-marketing-sales/marketing/digital-marketing/offers.json"
DEBUG: After slash cleaning = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/business-management-marketing-sales/marketing/digital-marketing/offers.json"
DEBUG: After URL cleaning = "https://www.collegefactual.com/majors/business-management-marketing-sales/marketing/digital-marketing/offers.json"
DEBUG: offers_url = https://www.collegefactual.com/majors/business-management-marketing-sales/marketing/digital-marketing/offers.json
DEBUG: major_slug = "business-management-marketing-sales/marketing/digital-marketing"
DEBUG: offers_url is valid, proceeding to fetch data
DEBUG: offers_data.offers found, count = 17
DEBUG: Specific major detected (cip4 = 52.14), keeping min_relevance at 0.8
DEBUG: Starting relevance filtering - min_relevance = 0.8, max_relevance = 1
DEBUG: Checking offer "Marketing (I Have a HS Diploma or Associate Degree)" with relevance 0.9
DEBUG: ✓ Offer "Marketing (I Have a HS Diploma or Associate Degree)" ACCEPTED (relevance 0.9)
DEBUG: relevant_offers count = 1
DEBUG: relevant_offers > 0, checking for ESYOH offers
DEBUG: ESYOH filtering - found 1 ESYOH offers with relevance >= 0.8
DEBUG: esyoh_offers count = 1
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 1 offers with relevance >= 0.9
Insufficient Data for the Southwest Region
As a result of missing data, we were not able to show you the digital marketing quality ranking. This is typically due to there not being enough schools in the Southwest Region that both offer digital marketing and provided enough information for us to do a proper analysis.
As an alternative, check out at some of our other Digital Marketing rankings below or check out our overall Best Colleges for Digital Marketing ranking.
DEBUG: Raw major_slug = "business-management-marketing-sales//marketing//digital-marketing"
DEBUG: Initial offers_url = "https://www.collegefactual.com/majors/business-management-marketing-sales/marketing/digital-marketing/offers.json", major_slug = "business-management-marketing-sales/marketing/digital-marketing"
DEBUG: After cleaning major_slug = "business-management-marketing-sales/marketing/digital-marketing"
DEBUG: Before URL cleaning = "https://www.collegefactual.com/majors/business-management-marketing-sales/marketing/digital-marketing/offers.json"
DEBUG: After TrimSuffix = "https://www.collegefactual.com/majors/business-management-marketing-sales/marketing/digital-marketing/offers.json"
DEBUG: After HTTPS placeholder = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/business-management-marketing-sales/marketing/digital-marketing/offers.json"
DEBUG: After slash cleaning = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/business-management-marketing-sales/marketing/digital-marketing/offers.json"
DEBUG: After URL cleaning = "https://www.collegefactual.com/majors/business-management-marketing-sales/marketing/digital-marketing/offers.json"
DEBUG: offers_url = https://www.collegefactual.com/majors/business-management-marketing-sales/marketing/digital-marketing/offers.json
DEBUG: major_slug = "business-management-marketing-sales/marketing/digital-marketing"
DEBUG: offers_url is valid, proceeding to fetch data
DEBUG: offers_data.offers found, count = 17
DEBUG: Specific major detected (cip4 = 52.14), keeping min_relevance at 0.5
DEBUG: Starting relevance filtering - min_relevance = 0.5, max_relevance = 1
DEBUG: relevant_offers count = 0
DEBUG: No relevant offers, showing generic ESYOH widget
Best Digital Marketing Colleges by State
Explore the best digital marketing schools for a specific state in the Southwest Region .
State
Colleges
Degrees Awarded
Arizona 349
0
by our College Data Analytics Team