DEBUG: Raw major_slug = "computer-information-sciences//computer-systems-analysis"
DEBUG: Initial offers_url = "https://www.collegefactual.com/majors/computer-information-sciences/computer-systems-analysis/offers.json", major_slug = "computer-information-sciences/computer-systems-analysis"
DEBUG: After cleaning major_slug = "computer-information-sciences/computer-systems-analysis"
DEBUG: Before URL cleaning = "https://www.collegefactual.com/majors/computer-information-sciences/computer-systems-analysis/offers.json"
DEBUG: After TrimSuffix = "https://www.collegefactual.com/majors/computer-information-sciences/computer-systems-analysis/offers.json"
DEBUG: After HTTPS placeholder = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/computer-information-sciences/computer-systems-analysis/offers.json"
DEBUG: After slash cleaning = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/computer-information-sciences/computer-systems-analysis/offers.json"
DEBUG: After URL cleaning = "https://www.collegefactual.com/majors/computer-information-sciences/computer-systems-analysis/offers.json"
DEBUG: offers_url = https://www.collegefactual.com/majors/computer-information-sciences/computer-systems-analysis/offers.json
DEBUG: major_slug = "computer-information-sciences/computer-systems-analysis"
DEBUG: offers_url is valid, proceeding to fetch data
DEBUG: offers_data.offers found, count = 11
DEBUG: Specific major detected (cip4 = 11.05), keeping min_relevance at 0.8
DEBUG: Starting relevance filtering - min_relevance = 0.8, max_relevance = 1
DEBUG: Checking offer "CISM Training Boot Camp (All Degree Levels)" with relevance 0.8
DEBUG: ✓ Offer "CISM Training Boot Camp (All Degree Levels)" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "AS in Information Technologies" with relevance 0.8
DEBUG: ✓ Offer "AS in Information Technologies" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "BA in Information Technologies" with relevance 0.8
DEBUG: ✓ Offer "BA in Information Technologies" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "BS in Computer Information Systems" with relevance 0.8
DEBUG: ✓ Offer "BS in Computer Information Systems" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "BS in Computer Science - Data Analysis" with relevance 0.8
DEBUG: ✓ Offer "BS in Computer Science - Data Analysis" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "BS in Information Technologies" with relevance 0.8
DEBUG: ✓ Offer "BS in Information Technologies" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "BS in Information Technologies - Data Analytics" with relevance 0.8
DEBUG: ✓ Offer "BS in Information Technologies - Data Analytics" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "MS in Information Technology" with relevance 0.8
DEBUG: ✓ Offer "MS in Information Technology" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "(ISC)² CGRC Training Boot Camp (All Degree Levels)" with relevance 0.6
DEBUG: ✗ Offer "(ISC)² CGRC Training Boot Camp (All Degree Levels)" REJECTED (relevance 0.6)
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 = 8
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 0 offers with relevance >= 0.9
DEBUG: Backfilling with 1 offers with relevance >= 0.8
DEBUG: Raw major_slug = "computer-information-sciences//computer-systems-analysis"
DEBUG: Initial offers_url = "https://www.collegefactual.com/majors/computer-information-sciences/computer-systems-analysis/offers.json", major_slug = "computer-information-sciences/computer-systems-analysis"
DEBUG: After cleaning major_slug = "computer-information-sciences/computer-systems-analysis"
DEBUG: Before URL cleaning = "https://www.collegefactual.com/majors/computer-information-sciences/computer-systems-analysis/offers.json"
DEBUG: After TrimSuffix = "https://www.collegefactual.com/majors/computer-information-sciences/computer-systems-analysis/offers.json"
DEBUG: After HTTPS placeholder = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/computer-information-sciences/computer-systems-analysis/offers.json"
DEBUG: After slash cleaning = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/computer-information-sciences/computer-systems-analysis/offers.json"
DEBUG: After URL cleaning = "https://www.collegefactual.com/majors/computer-information-sciences/computer-systems-analysis/offers.json"
DEBUG: offers_url = https://www.collegefactual.com/majors/computer-information-sciences/computer-systems-analysis/offers.json
DEBUG: major_slug = "computer-information-sciences/computer-systems-analysis"
DEBUG: offers_url is valid, proceeding to fetch data
DEBUG: offers_data.offers found, count = 11
DEBUG: Specific major detected (cip4 = 11.05), keeping min_relevance at 0.8
DEBUG: Starting relevance filtering - min_relevance = 0.8, max_relevance = 1
DEBUG: Checking offer "BA in Information Technologies" with relevance 0.8
DEBUG: ✓ Offer "BA in Information Technologies" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "BS in Computer Information Systems" with relevance 0.8
DEBUG: ✓ Offer "BS in Computer Information Systems" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "BS in Computer Science - Data Analysis" with relevance 0.8
DEBUG: ✓ Offer "BS in Computer Science - Data Analysis" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "BS in Information Technologies" with relevance 0.8
DEBUG: ✓ Offer "BS in Information Technologies" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "BS in Information Technologies - Data Analytics" with relevance 0.8
DEBUG: ✓ Offer "BS in Information Technologies - Data Analytics" ACCEPTED (relevance 0.8)
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 = 5
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 Computer Systems Analysis Programs Learn about start dates, transferring credits, availability of financial aid, and more by contacting the universities below.
Insufficient Data for Arizona
Due to absent data, we were not able to show you the computer systems analysis quality ranking. This is typically due to there not being enough schools in Arizona that both offer computer systems analysis and provided enough information for us to do a proper analysis.
As an alternative, check out at some of our other Computer Systems Analysis rankings below or check out our overall Best Colleges for Computer Systems Analysis ranking.
DEBUG: Raw major_slug = "computer-information-sciences//computer-systems-analysis"
DEBUG: Initial offers_url = "https://www.collegefactual.com/majors/computer-information-sciences/computer-systems-analysis/offers.json", major_slug = "computer-information-sciences/computer-systems-analysis"
DEBUG: After cleaning major_slug = "computer-information-sciences/computer-systems-analysis"
DEBUG: Before URL cleaning = "https://www.collegefactual.com/majors/computer-information-sciences/computer-systems-analysis/offers.json"
DEBUG: After TrimSuffix = "https://www.collegefactual.com/majors/computer-information-sciences/computer-systems-analysis/offers.json"
DEBUG: After HTTPS placeholder = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/computer-information-sciences/computer-systems-analysis/offers.json"
DEBUG: After slash cleaning = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/computer-information-sciences/computer-systems-analysis/offers.json"
DEBUG: After URL cleaning = "https://www.collegefactual.com/majors/computer-information-sciences/computer-systems-analysis/offers.json"
DEBUG: offers_url = https://www.collegefactual.com/majors/computer-information-sciences/computer-systems-analysis/offers.json
DEBUG: major_slug = "computer-information-sciences/computer-systems-analysis"
DEBUG: offers_url is valid, proceeding to fetch data
DEBUG: offers_data.offers found, count = 11
DEBUG: Specific major detected (cip4 = 11.05), keeping min_relevance at 0.5
DEBUG: Starting relevance filtering - min_relevance = 0.5, max_relevance = 1
DEBUG: Checking offer "BS in Information Technologies" with relevance 0.8
DEBUG: ✓ Offer "BS in Information Technologies" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "BS in Information Technologies - Data Analytics" with relevance 0.8
DEBUG: ✓ Offer "BS in Information Technologies - Data Analytics" ACCEPTED (relevance 0.8)
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)" ACCEPTED (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)" ACCEPTED (relevance 0.6)
DEBUG: relevant_offers count = 4
DEBUG: relevant_offers > 0, checking for ESYOH offers
DEBUG: ESYOH filtering - found 2 ESYOH offers with relevance >= 0.5
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 0 offers with relevance >= 0.9
DEBUG: Backfilling with 0 offers with relevance >= 0.8
DEBUG: Backfilling with 0 offers with relevance >= 0.7
DEBUG: Backfilling with 2 offers with relevance >= 0.6
Best Computer Systems Analysis Colleges in the Southwest Region
Explore all the Best Computer Systems Analysis Schools in the Southwest Area or other specific states within that region.
State
Colleges
Degrees Awarded
Texas 245
233
by our College Data Analytics Team
