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 "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
Insufficient Data for the Great Lakes Region
Unfortunately , we did not have enough facts to make a ranking of the top quality schools for computer systems analysis in the Great Lakes Region . This is typically 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: 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)" ACCEPTED (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)" 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 = 8
DEBUG: relevant_offers > 0, checking for ESYOH offers
DEBUG: ESYOH filtering - found 3 ESYOH offers with relevance >= 0.5
DEBUG: esyoh_offers count = 3
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 3 offers with relevance >= 0.6
Best Computer Systems Analysis Colleges by State
Explore the best computer systems analysis schools for a specific state in the Great Lakes Region .
State
Colleges
Degrees Awarded
Illinois 153
2
by our College Data Analytics Team