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 "AS in Information Technologies" with relevance 0.8
DEBUG: ✓ Offer "AS in Information Technologies" ACCEPTED (relevance 0.8)
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
ADVERTISEMENTS
Featured Computer Systems Analysis Programs Learn about start dates, transferring credits, availability of financial aid, and more by contacting the universities below.
AS in Information Technologies
Gain the specialized knowledge and critical-thinking skills required to begin a career in tech with this online associate degree from Southern New Hampshire University.
Learn More
Insufficient Data for the Great Lakes Region
On account of missing data, we were not able to show you the computer systems analysis quality ranking. This is usually due to there not being enough schools in the Great Lakes Region 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: relevant_offers count = 0
DEBUG: No relevant offers, showing generic ESYOH widget
Best Computer Systems Analysis Colleges by State
Explore the best computer systems analysis colleges for a specific state in the Great Lakes Region .
by our College Data Analytics Team
