DEBUG: Raw major_slug = "computer-information-sciences//computer-programming"
DEBUG: Initial offers_url = "https://www.collegefactual.com/majors/computer-information-sciences/computer-programming/offers.json", major_slug = "computer-information-sciences/computer-programming"
DEBUG: After cleaning major_slug = "computer-information-sciences/computer-programming"
DEBUG: Before URL cleaning = "https://www.collegefactual.com/majors/computer-information-sciences/computer-programming/offers.json"
DEBUG: After TrimSuffix = "https://www.collegefactual.com/majors/computer-information-sciences/computer-programming/offers.json"
DEBUG: After HTTPS placeholder = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/computer-information-sciences/computer-programming/offers.json"
DEBUG: After slash cleaning = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/computer-information-sciences/computer-programming/offers.json"
DEBUG: After URL cleaning = "https://www.collegefactual.com/majors/computer-information-sciences/computer-programming/offers.json"
DEBUG: offers_url = https://www.collegefactual.com/majors/computer-information-sciences/computer-programming/offers.json
DEBUG: major_slug = "computer-information-sciences/computer-programming"
DEBUG: offers_url is valid, proceeding to fetch data
DEBUG: offers_data.offers found, count = 16
DEBUG: Specific major detected (cip4 = 11.02), keeping min_relevance at 0.8
DEBUG: Starting relevance filtering - min_relevance = 0.8, max_relevance = 1
DEBUG: Checking offer "MS in Information Technology - Software Application Development" with relevance 1
DEBUG: ✓ Offer "MS in Information Technology - Software Application Development" ACCEPTED (relevance 1)
DEBUG: Checking offer "Computer Science (I Have a HS Diploma or Associate Degree)" with relevance 0.9
DEBUG: ✓ Offer "Computer Science (I Have a HS Diploma or Associate Degree)" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "Computer Science (I Have a HS Diploma or Associate Degree)" with relevance 0.9
DEBUG: ✓ Offer "Computer Science (I Have a HS Diploma or Associate Degree)" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "Computer Science (I Have a Bachelors)" with relevance 0.9
DEBUG: ✓ Offer "Computer Science (I Have a Bachelors)" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "Software Engineering (I Have a HS Diploma or Associate Degree)" with relevance 0.9
DEBUG: ✓ Offer "Software Engineering (I Have a HS Diploma or Associate Degree)" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "Software Engineering Boot Camp (All Degree Levels)" with relevance 0.9
DEBUG: ✓ Offer "Software Engineering Boot Camp (All Degree Levels)" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "Software Engineering (I Have a Bachelors)" with relevance 0.9
DEBUG: ✓ Offer "Software Engineering (I Have a Bachelors)" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "AS in Computer Science" with relevance 0.9
DEBUG: ✓ Offer "AS in Computer Science" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "BS in Computer Science" with relevance 0.9
DEBUG: ✓ Offer "BS in Computer Science" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "BS in Computer Science - Software Engineering" with relevance 0.9
DEBUG: ✓ Offer "BS in Computer Science - Software Engineering" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "BS in Game Programming & Development" with relevance 0.9
DEBUG: ✓ Offer "BS in Game Programming & Development" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "BS in Computer Information Systems" with relevance 0.7
DEBUG: ✗ Offer "BS in Computer Information Systems" REJECTED (relevance 0.7)
DEBUG: Checking offer "MS in Information Technology - Database Design" with relevance 0.7
DEBUG: ✗ Offer "MS in Information Technology - Database Design" REJECTED (relevance 0.7)
DEBUG: Checking offer "MS in Information Technology - Web Design" with relevance 0.7
DEBUG: ✗ Offer "MS in Information Technology - Web Design" REJECTED (relevance 0.7)
DEBUG: Checking offer "Science & Engineering Bachelors Programs (I Have a HS Diploma or Associate Degree)" with relevance 0.6
DEBUG: ✗ Offer "Science & Engineering Bachelors Programs (I Have a HS Diploma or Associate Degree)" REJECTED (relevance 0.6)
DEBUG: Checking offer "Science & Engineering Diploma Programs (I Have a HS Diploma or Associate Degree)" with relevance 0.6
DEBUG: ✗ Offer "Science & Engineering Diploma Programs (I Have a HS Diploma or Associate Degree)" REJECTED (relevance 0.6)
DEBUG: relevant_offers count = 11
DEBUG: relevant_offers > 0, checking for ESYOH offers
DEBUG: ESYOH filtering - found 6 ESYOH offers with relevance >= 0.8
DEBUG: esyoh_offers count = 6
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 6 offers with relevance >= 0.9
DEBUG: Raw major_slug = "computer-information-sciences//computer-programming"
DEBUG: Initial offers_url = "https://www.collegefactual.com/majors/computer-information-sciences/computer-programming/offers.json", major_slug = "computer-information-sciences/computer-programming"
DEBUG: After cleaning major_slug = "computer-information-sciences/computer-programming"
DEBUG: Before URL cleaning = "https://www.collegefactual.com/majors/computer-information-sciences/computer-programming/offers.json"
DEBUG: After TrimSuffix = "https://www.collegefactual.com/majors/computer-information-sciences/computer-programming/offers.json"
DEBUG: After HTTPS placeholder = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/computer-information-sciences/computer-programming/offers.json"
DEBUG: After slash cleaning = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/computer-information-sciences/computer-programming/offers.json"
DEBUG: After URL cleaning = "https://www.collegefactual.com/majors/computer-information-sciences/computer-programming/offers.json"
DEBUG: offers_url = https://www.collegefactual.com/majors/computer-information-sciences/computer-programming/offers.json
DEBUG: major_slug = "computer-information-sciences/computer-programming"
DEBUG: offers_url is valid, proceeding to fetch data
DEBUG: offers_data.offers found, count = 16
DEBUG: Specific major detected (cip4 = 11.02), keeping min_relevance at 0.8
DEBUG: Starting relevance filtering - min_relevance = 0.8, max_relevance = 1
DEBUG: Checking offer "MS in Information Technology - Software Application Development" with relevance 1
DEBUG: ✓ Offer "MS in Information Technology - Software Application Development" ACCEPTED (relevance 1)
DEBUG: Checking offer "Computer Science (I Have a Bachelors)" with relevance 0.9
DEBUG: ✓ Offer "Computer Science (I Have a Bachelors)" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "Software Engineering (I Have a Bachelors)" with relevance 0.9
DEBUG: ✓ Offer "Software Engineering (I Have a Bachelors)" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "MS in Information Technology - Database Design" with relevance 0.7
DEBUG: ✗ Offer "MS in Information Technology - Database Design" REJECTED (relevance 0.7)
DEBUG: Checking offer "MS in Information Technology - Web Design" with relevance 0.7
DEBUG: ✗ Offer "MS in Information Technology - Web Design" REJECTED (relevance 0.7)
DEBUG: relevant_offers count = 3
DEBUG: relevant_offers > 0, checking for ESYOH offers
DEBUG: ESYOH filtering - found 2 ESYOH offers with relevance >= 0.8
DEBUG: esyoh_offers count = 2
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 2 offers with relevance >= 0.9
Insufficient Data for Arizona
Sadly , we did not have sufficient facts to make a ranking of the top quality colleges for computer programming in Arizona. This is usually due to there not being enough schools in Arizona that both offer computer programming and provided enough information for us to do a sufficient analysis.
Instead, check out at some of our other Computer Programming rankings below or check out our overall Best Colleges for Computer Programming ranking.
DEBUG: Raw major_slug = "computer-information-sciences//computer-programming"
DEBUG: Initial offers_url = "https://www.collegefactual.com/majors/computer-information-sciences/computer-programming/offers.json", major_slug = "computer-information-sciences/computer-programming"
DEBUG: After cleaning major_slug = "computer-information-sciences/computer-programming"
DEBUG: Before URL cleaning = "https://www.collegefactual.com/majors/computer-information-sciences/computer-programming/offers.json"
DEBUG: After TrimSuffix = "https://www.collegefactual.com/majors/computer-information-sciences/computer-programming/offers.json"
DEBUG: After HTTPS placeholder = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/computer-information-sciences/computer-programming/offers.json"
DEBUG: After slash cleaning = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/computer-information-sciences/computer-programming/offers.json"
DEBUG: After URL cleaning = "https://www.collegefactual.com/majors/computer-information-sciences/computer-programming/offers.json"
DEBUG: offers_url = https://www.collegefactual.com/majors/computer-information-sciences/computer-programming/offers.json
DEBUG: major_slug = "computer-information-sciences/computer-programming"
DEBUG: offers_url is valid, proceeding to fetch data
DEBUG: offers_data.offers found, count = 16
DEBUG: Specific major detected (cip4 = 11.02), keeping min_relevance at 0.5
DEBUG: Starting relevance filtering - min_relevance = 0.5, max_relevance = 1
DEBUG: Checking offer "MS in Information Technology - Database Design" with relevance 0.7
DEBUG: ✓ Offer "MS in Information Technology - Database Design" ACCEPTED (relevance 0.7)
DEBUG: Checking offer "MS in Information Technology - Web Design" with relevance 0.7
DEBUG: ✓ Offer "MS in Information Technology - Web Design" ACCEPTED (relevance 0.7)
DEBUG: relevant_offers count = 2
DEBUG: relevant_offers > 0, checking for ESYOH offers
DEBUG: ESYOH filtering - found 0 ESYOH offers with relevance >= 0.5
DEBUG: esyoh_offers count = 0
DEBUG: No ESYOH offers, checking direct offers
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