DEBUG: Raw major_slug = "computer-information-sciences//computer-software-and-apps"
DEBUG: Initial offers_url = "https://www.collegefactual.com/majors/computer-information-sciences/computer-software-and-apps/offers.json", major_slug = "computer-information-sciences/computer-software-and-apps"
DEBUG: After cleaning major_slug = "computer-information-sciences/computer-software-and-apps"
DEBUG: Before URL cleaning = "https://www.collegefactual.com/majors/computer-information-sciences/computer-software-and-apps/offers.json"
DEBUG: After TrimSuffix = "https://www.collegefactual.com/majors/computer-information-sciences/computer-software-and-apps/offers.json"
DEBUG: After HTTPS placeholder = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/computer-information-sciences/computer-software-and-apps/offers.json"
DEBUG: After slash cleaning = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/computer-information-sciences/computer-software-and-apps/offers.json"
DEBUG: After URL cleaning = "https://www.collegefactual.com/majors/computer-information-sciences/computer-software-and-apps/offers.json"
DEBUG: offers_url = https://www.collegefactual.com/majors/computer-information-sciences/computer-software-and-apps/offers.json
DEBUG: major_slug = "computer-information-sciences/computer-software-and-apps"
DEBUG: offers_url is valid, proceeding to fetch data
DEBUG: offers_data.offers found, count = 18
DEBUG: Specific major detected (cip4 = 11.08), keeping min_relevance at 0.8
DEBUG: Starting relevance filtering - min_relevance = 0.8, max_relevance = 1
DEBUG: Checking offer "Software Development & Engineering (I Have a HS Diploma or Associate Degree)" with relevance 1
DEBUG: ✓ Offer "Software Development & Engineering (I Have a HS Diploma or Associate Degree)" ACCEPTED (relevance 1)
DEBUG: Checking offer "Software Development & Engineering (I Have a Bachelors)" with relevance 1
DEBUG: ✓ Offer "Software Development & Engineering (I Have a Bachelors)" ACCEPTED (relevance 1)
DEBUG: Checking offer "Software Engineering Boot Camp (All Degree Levels)" with relevance 1
DEBUG: ✓ Offer "Software Engineering Boot Camp (All Degree Levels)" ACCEPTED (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 "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 "Software Engineering (I Have a HS Diploma or Associate Degree)" with relevance 0.8
DEBUG: ✓ Offer "Software Engineering (I Have a HS Diploma or Associate Degree)" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "Software Engineering (I Have a Bachelors)" with relevance 0.8
DEBUG: ✓ Offer "Software Engineering (I Have a Bachelors)" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "Computer Science (I Have a HS Diploma or Associate Degree)" with relevance 0.7
DEBUG: ✗ Offer "Computer Science (I Have a HS Diploma or Associate Degree)" REJECTED (relevance 0.7)
DEBUG: Checking offer "Computer Science (I Have a HS Diploma or Associate Degree)" with relevance 0.7
DEBUG: ✗ Offer "Computer Science (I Have a HS Diploma or Associate Degree)" REJECTED (relevance 0.7)
DEBUG: Checking offer "Computer Science (I Have a Bachelors)" with relevance 0.7
DEBUG: ✗ Offer "Computer Science (I Have a Bachelors)" REJECTED (relevance 0.7)
DEBUG: Checking offer "BA in Graphic Design & Media Arts - User Experience Design" with relevance 0.7
DEBUG: ✗ Offer "BA in Graphic Design & Media Arts - User Experience Design" REJECTED (relevance 0.7)
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 - 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: 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 = 9
DEBUG: relevant_offers > 0, checking for ESYOH offers
DEBUG: ESYOH filtering - found 5 ESYOH offers with relevance >= 0.8
DEBUG: esyoh_offers count = 5
DEBUG: ESYOH offers found, rendering ESYOH widget
DEBUG: most_relevant_only = true, filtering for most relevant
DEBUG: Found 3 offers with relevance >= 1.0
DEBUG: Raw major_slug = "computer-information-sciences//computer-software-and-apps"
DEBUG: Initial offers_url = "https://www.collegefactual.com/majors/computer-information-sciences/computer-software-and-apps/offers.json", major_slug = "computer-information-sciences/computer-software-and-apps"
DEBUG: After cleaning major_slug = "computer-information-sciences/computer-software-and-apps"
DEBUG: Before URL cleaning = "https://www.collegefactual.com/majors/computer-information-sciences/computer-software-and-apps/offers.json"
DEBUG: After TrimSuffix = "https://www.collegefactual.com/majors/computer-information-sciences/computer-software-and-apps/offers.json"
DEBUG: After HTTPS placeholder = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/computer-information-sciences/computer-software-and-apps/offers.json"
DEBUG: After slash cleaning = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/computer-information-sciences/computer-software-and-apps/offers.json"
DEBUG: After URL cleaning = "https://www.collegefactual.com/majors/computer-information-sciences/computer-software-and-apps/offers.json"
DEBUG: offers_url = https://www.collegefactual.com/majors/computer-information-sciences/computer-software-and-apps/offers.json
DEBUG: major_slug = "computer-information-sciences/computer-software-and-apps"
DEBUG: offers_url is valid, proceeding to fetch data
DEBUG: offers_data.offers found, count = 18
DEBUG: Specific major detected (cip4 = 11.08), keeping min_relevance at 0.8
DEBUG: Starting relevance filtering - min_relevance = 0.8, max_relevance = 1
DEBUG: Checking offer "AS in Computer Science" with relevance 0.9
DEBUG: ✓ Offer "AS in Computer Science" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "Computer Science (I Have a HS Diploma or Associate Degree)" with relevance 0.7
DEBUG: ✗ Offer "Computer Science (I Have a HS Diploma or Associate Degree)" REJECTED (relevance 0.7)
DEBUG: relevant_offers count = 1
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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AS in Computer Science
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Insufficient Data for Arizona
Unfortunately , we don't have enough data to make a ranking of the top quality colleges for computer software & applications in Arizona. This is usually due to there not being enough schools in Arizona that both offer computer software & applications and provided enough information for us to do a detailed analysis.
As an alternative, check out at some of our other Computer Software & Applications rankings below or check out our overall Best Colleges for Computer Software & Applications ranking.
DEBUG: Raw major_slug = "computer-information-sciences//computer-software-and-apps"
DEBUG: Initial offers_url = "https://www.collegefactual.com/majors/computer-information-sciences/computer-software-and-apps/offers.json", major_slug = "computer-information-sciences/computer-software-and-apps"
DEBUG: After cleaning major_slug = "computer-information-sciences/computer-software-and-apps"
DEBUG: Before URL cleaning = "https://www.collegefactual.com/majors/computer-information-sciences/computer-software-and-apps/offers.json"
DEBUG: After TrimSuffix = "https://www.collegefactual.com/majors/computer-information-sciences/computer-software-and-apps/offers.json"
DEBUG: After HTTPS placeholder = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/computer-information-sciences/computer-software-and-apps/offers.json"
DEBUG: After slash cleaning = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/computer-information-sciences/computer-software-and-apps/offers.json"
DEBUG: After URL cleaning = "https://www.collegefactual.com/majors/computer-information-sciences/computer-software-and-apps/offers.json"
DEBUG: offers_url = https://www.collegefactual.com/majors/computer-information-sciences/computer-software-and-apps/offers.json
DEBUG: major_slug = "computer-information-sciences/computer-software-and-apps"
DEBUG: offers_url is valid, proceeding to fetch data
DEBUG: offers_data.offers found, count = 18
DEBUG: Specific major detected (cip4 = 11.08), 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 Computer Software & Applications Colleges in the Southwest Region
Explore all the Best Computer Software & Applications Colleges in the Southwest Area or other specific states within that region.
by our College Data Analytics Team