DEBUG: Raw major_slug = "computer-information-sciences//it-information-technology"
DEBUG: Initial offers_url = "https://www.collegefactual.com/majors/computer-information-sciences/it-information-technology/offers.json", major_slug = "computer-information-sciences/it-information-technology"
DEBUG: After cleaning major_slug = "computer-information-sciences/it-information-technology"
DEBUG: Before URL cleaning = "https://www.collegefactual.com/majors/computer-information-sciences/it-information-technology/offers.json"
DEBUG: After TrimSuffix = "https://www.collegefactual.com/majors/computer-information-sciences/it-information-technology/offers.json"
DEBUG: After HTTPS placeholder = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/computer-information-sciences/it-information-technology/offers.json"
DEBUG: After slash cleaning = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/computer-information-sciences/it-information-technology/offers.json"
DEBUG: After URL cleaning = "https://www.collegefactual.com/majors/computer-information-sciences/it-information-technology/offers.json"
DEBUG: offers_url = https://www.collegefactual.com/majors/computer-information-sciences/it-information-technology/offers.json
DEBUG: major_slug = "computer-information-sciences/it-information-technology"
DEBUG: offers_url is valid, proceeding to fetch data
DEBUG: offers_data.offers found, count = 43
DEBUG: Specific major detected (cip4 = 11.10), keeping min_relevance at 0.8
DEBUG: Starting relevance filtering - min_relevance = 0.8, max_relevance = 1
DEBUG: Checking offer "Information Technology Management (I Have a Bachelors)" with relevance 1
DEBUG: ✓ Offer "Information Technology Management (I Have a Bachelors)" ACCEPTED (relevance 1)
DEBUG: Checking offer "MBA - Information Technology Management (I Have a Bachelors)" with relevance 1
DEBUG: ✓ Offer "MBA - Information Technology Management (I Have a Bachelors)" ACCEPTED (relevance 1)
DEBUG: Checking offer "AS in Information Technologies" with relevance 1
DEBUG: ✓ Offer "AS in Information Technologies" ACCEPTED (relevance 1)
DEBUG: Checking offer "BA in Information Technologies" with relevance 1
DEBUG: ✓ Offer "BA in Information Technologies" ACCEPTED (relevance 1)
DEBUG: Checking offer "BS in Information Technologies" with relevance 1
DEBUG: ✓ Offer "BS in Information Technologies" ACCEPTED (relevance 1)
DEBUG: Checking offer "MS in Information Technology" with relevance 1
DEBUG: ✓ Offer "MS in Information Technology" ACCEPTED (relevance 1)
DEBUG: Checking offer "MS in Information Technology - Enterprise Technology Management" with relevance 0.9
DEBUG: ✓ Offer "MS in Information Technology - Enterprise Technology Management" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "" with relevance 0.9
DEBUG: ✓ Offer "" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "CCNA & CyberOps Training Boot Camp (All Degree Levels)" with relevance 0.8
DEBUG: ✓ Offer "CCNA & CyberOps Training Boot Camp (All Degree Levels)" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "CompTIA Network+ Training Boot Camp (All Degree Levels)" with relevance 0.8
DEBUG: ✓ Offer "CompTIA Network+ Training Boot Camp (All Degree Levels)" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "CompTIA Security+ Training Boot Camp (All Degree Levels)" with relevance 0.8
DEBUG: ✓ Offer "CompTIA Security+ Training Boot Camp (All Degree Levels)" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "BS in Computer Science - Information Security" with relevance 0.8
DEBUG: ✓ Offer "BS in Computer Science - Information Security" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "BS in Information Technologies - Business Management" with relevance 0.8
DEBUG: ✓ Offer "BS in Information Technologies - Business Management" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "BS in Information Technologies - Cybersecurity" with relevance 0.8
DEBUG: ✓ Offer "BS in Information Technologies - Cybersecurity" 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 "BS in Information Technologies - Project Management" with relevance 0.8
DEBUG: ✓ Offer "BS in Information Technologies - Project Management" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "MBA in Information Technology Management" with relevance 0.8
DEBUG: ✓ Offer "MBA in Information Technology Management" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "MS in Cyber Security - IT Management" with relevance 0.8
DEBUG: ✓ Offer "MS in Cyber Security - IT Management" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "MS in Information Technology - Database Design" with relevance 0.8
DEBUG: ✓ Offer "MS in Information Technology - Database Design" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "MS in Information Technology - Healthcare Informatics" with relevance 0.8
DEBUG: ✓ Offer "MS in Information Technology - Healthcare Informatics" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "MS in Information Technology - Information Security" with relevance 0.8
DEBUG: ✓ Offer "MS in Information Technology - Information Security" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "MS in Information Technology - Software Application Development" with relevance 0.8
DEBUG: ✓ Offer "MS in Information Technology - Software Application Development" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "MS in Information Technology - Web Design" with relevance 0.8
DEBUG: ✓ Offer "MS in Information Technology - Web Design" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "CompTIA A+ Training Boot Camp (All Degree Levels)" with relevance 0.7
DEBUG: ✗ Offer "CompTIA A+ Training Boot Camp (All Degree Levels)" REJECTED (relevance 0.7)
DEBUG: Checking offer "AS in Cybersecurity" with relevance 0.7
DEBUG: ✗ Offer "AS in Cybersecurity" REJECTED (relevance 0.7)
DEBUG: Checking offer "BS in Business Administration - Project Management" with relevance 0.7
DEBUG: ✗ Offer "BS in Business Administration - Project Management" REJECTED (relevance 0.7)
DEBUG: Checking offer "BS in Computer Science - Project Management for STEM" with relevance 0.7
DEBUG: ✗ Offer "BS in Computer Science - Project Management for STEM" REJECTED (relevance 0.7)
DEBUG: Checking offer "BS in Cybersecurity" with relevance 0.7
DEBUG: ✗ Offer "BS in Cybersecurity" REJECTED (relevance 0.7)
DEBUG: Checking offer "BS in Technical Management" with relevance 0.7
DEBUG: ✗ Offer "BS in Technical Management" REJECTED (relevance 0.7)
DEBUG: Checking offer "MS in Cyber Security" with relevance 0.7
DEBUG: ✗ Offer "MS in Cyber Security" REJECTED (relevance 0.7)
DEBUG: Checking offer "Cybersecurity (I Have a HS Diploma or Associate Degree)" with relevance 0.6
DEBUG: ✗ Offer "Cybersecurity (I Have a HS Diploma or Associate Degree)" REJECTED (relevance 0.6)
DEBUG: Checking offer "Cybersecurity (I Have a HS Diploma or Associate Degree)" with relevance 0.6
DEBUG: ✗ Offer "Cybersecurity (I Have a HS Diploma or Associate Degree)" REJECTED (relevance 0.6)
DEBUG: Checking offer "Cybersecurity Boot Camp (All Degree Levels)" with relevance 0.6
DEBUG: ✗ Offer "Cybersecurity Boot Camp (All Degree Levels)" REJECTED (relevance 0.6)
DEBUG: Checking offer "Cybersecurity (I Have a Bachelors)" with relevance 0.6
DEBUG: ✗ Offer "Cybersecurity (I Have a Bachelors)" REJECTED (relevance 0.6)
DEBUG: Checking offer "MBA - Cybersecurity (I Have a Bachelors)" with relevance 0.6
DEBUG: ✗ Offer "MBA - Cybersecurity (I Have a Bachelors)" REJECTED (relevance 0.6)
DEBUG: Checking offer "Ethical Hacking Dual Certification Boot Camp (All Degree Levels)" with relevance 0.6
DEBUG: ✗ Offer "Ethical Hacking Dual Certification Boot Camp (All Degree Levels)" REJECTED (relevance 0.6)
DEBUG: Checking offer "CCSP Training Boot Camp (All Degree Levels)" with relevance 0.6
DEBUG: ✗ Offer "CCSP Training Boot Camp (All Degree Levels)" REJECTED (relevance 0.6)
DEBUG: Checking offer "CISSP Training Boot Camp (All Degree Levels)" with relevance 0.6
DEBUG: ✗ Offer "CISSP 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: Checking offer "BS in Computer Information Systems" with relevance 0.6
DEBUG: ✗ Offer "BS in Computer Information Systems" REJECTED (relevance 0.6)
DEBUG: Checking offer "Cybercrime (I Have a HS Diploma or Associate Degree)" with relevance 0.5
DEBUG: ✗ Offer "Cybercrime (I Have a HS Diploma or Associate Degree)" REJECTED (relevance 0.5)
DEBUG: Checking offer "(ISC)² CGRC Training Boot Camp (All Degree Levels)" with relevance 0.5
DEBUG: ✗ Offer "(ISC)² CGRC Training Boot Camp (All Degree Levels)" REJECTED (relevance 0.5)
DEBUG: relevant_offers count = 23
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 2 offers with relevance >= 1.0
The it bachelor's degree program you select can have a big impact on your future. This section explores some of the factors we include in our ranking and how much they vary depending on the school you select. Below we explain some of the most important factors to consider before making your choice:
Overall Quality Is a Must
A school that excels in educating for a particular major and degree level must be a great school overall as well. To make it into this list a school must rank well in our overall Best Colleges ranking. This ranking considered factors such as graduation rates, overall graduate earnings and other educational resources to identify great colleges and universities.
Average Early-Career Salaries
Average early-career salary of those graduating with their bachelor's degree is one indicator we use in our analysis to find the schools that offer the highest-quality education. After all, your bachelor's degree won't mean much if it doesn't help you find a job that will help you earn a living.
Other Factors We Consider
In addition to the above, you should consider some of the following factors:
Major Focus - How many resources a school devotes to information technology students as compared to other majors.
Major Demand - The number of information technology students who choose to seek a bachelor's degree at the school.
Educational Resources - The amount of money and other resources allocated to students while they are pursuing their degree. These resources include such things as number of students per instructor and education expenditures per student.
Student Debt - How much debt information technology students go into to obtain their bachelor's degree and how well they are able to pay back that debt.
Accreditation - Whether a school is regionally accredited and/or accredited by a recognized information technology related body.
Our complete ranking methodology documents in more detail how we consider these factors to identify the best schools for information technology students working on their bachelor's degree.
One Size Does Not Fit All
Since picking the right college can be one of the most important decisions of your life, we've developed the Best Information Technology Bachelor's Degree Schools in the Great Lakes Region ranking, along with many other major-related rankings , to help you make that decision.
To further help you make the college decision, we've developed a unique tool called College Combat that allows you to compare schools based on the factors that matter the most to you.
Go ahead and give it a try, or bookmark the link so you can check it out later.
DEBUG: Raw major_slug = "computer-information-sciences//it-information-technology"
DEBUG: Initial offers_url = "https://www.collegefactual.com/majors/computer-information-sciences/it-information-technology/offers.json", major_slug = "computer-information-sciences/it-information-technology"
DEBUG: After cleaning major_slug = "computer-information-sciences/it-information-technology"
DEBUG: Before URL cleaning = "https://www.collegefactual.com/majors/computer-information-sciences/it-information-technology/offers.json"
DEBUG: After TrimSuffix = "https://www.collegefactual.com/majors/computer-information-sciences/it-information-technology/offers.json"
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DEBUG: After URL cleaning = "https://www.collegefactual.com/majors/computer-information-sciences/it-information-technology/offers.json"
DEBUG: offers_url = https://www.collegefactual.com/majors/computer-information-sciences/it-information-technology/offers.json
DEBUG: major_slug = "computer-information-sciences/it-information-technology"
DEBUG: offers_url is valid, proceeding to fetch data
DEBUG: offers_data.offers found, count = 43
DEBUG: Specific major detected (cip4 = 11.10), 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 1
DEBUG: ✓ Offer "BA in Information Technologies" ACCEPTED (relevance 1)
DEBUG: Checking offer "BS in Information Technologies" with relevance 1
DEBUG: ✓ Offer "BS in Information Technologies" ACCEPTED (relevance 1)
DEBUG: Checking offer "BS in Computer Science - Information Security" with relevance 0.8
DEBUG: ✓ Offer "BS in Computer Science - Information Security" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "BS in Information Technologies - Business Management" with relevance 0.8
DEBUG: ✓ Offer "BS in Information Technologies - Business Management" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "BS in Information Technologies - Cybersecurity" with relevance 0.8
DEBUG: ✓ Offer "BS in Information Technologies - Cybersecurity" 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 "BS in Information Technologies - Project Management" with relevance 0.8
DEBUG: ✓ Offer "BS in Information Technologies - Project Management" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "BS in Business Administration - Project Management" with relevance 0.7
DEBUG: ✗ Offer "BS in Business Administration - Project Management" REJECTED (relevance 0.7)
DEBUG: Checking offer "BS in Computer Science - Project Management for STEM" with relevance 0.7
DEBUG: ✗ Offer "BS in Computer Science - Project Management for STEM" REJECTED (relevance 0.7)
DEBUG: Checking offer "BS in Cybersecurity" with relevance 0.7
DEBUG: ✗ Offer "BS in Cybersecurity" REJECTED (relevance 0.7)
DEBUG: Checking offer "BS in Technical Management" with relevance 0.7
DEBUG: ✗ Offer "BS in Technical Management" REJECTED (relevance 0.7)
DEBUG: Checking offer "Cybersecurity (I Have a HS Diploma or Associate Degree)" with relevance 0.6
DEBUG: ✗ Offer "Cybersecurity (I Have a HS Diploma or Associate Degree)" 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: Checking offer "BS in Computer Information Systems" with relevance 0.6
DEBUG: ✗ Offer "BS in Computer Information Systems" REJECTED (relevance 0.6)
DEBUG: Checking offer "Cybercrime (I Have a HS Diploma or Associate Degree)" with relevance 0.5
DEBUG: ✗ Offer "Cybercrime (I Have a HS Diploma or Associate Degree)" REJECTED (relevance 0.5)
DEBUG: relevant_offers count = 7
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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DEBUG: Raw major_slug = "computer-information-sciences//it-information-technology"
DEBUG: Initial offers_url = "https://www.collegefactual.com/majors/computer-information-sciences/it-information-technology/offers.json", major_slug = "computer-information-sciences/it-information-technology"
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DEBUG: After slash cleaning = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/computer-information-sciences/it-information-technology/offers.json"
DEBUG: After URL cleaning = "https://www.collegefactual.com/majors/computer-information-sciences/it-information-technology/offers.json"
DEBUG: offers_url = https://www.collegefactual.com/majors/computer-information-sciences/it-information-technology/offers.json
DEBUG: major_slug = "computer-information-sciences/it-information-technology"
DEBUG: offers_url is valid, proceeding to fetch data
DEBUG: offers_data.offers found, count = 43
DEBUG: Specific major detected (cip4 = 11.10), keeping min_relevance at 0.5
DEBUG: Starting relevance filtering - min_relevance = 0.5, max_relevance = 1
DEBUG: Checking offer "BS in Information Technologies - Business Management" with relevance 0.8
DEBUG: ✓ Offer "BS in Information Technologies - Business Management" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "BS in Information Technologies - Cybersecurity" with relevance 0.8
DEBUG: ✓ Offer "BS in Information Technologies - Cybersecurity" 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 "BS in Information Technologies - Project Management" with relevance 0.8
DEBUG: ✓ Offer "BS in Information Technologies - Project Management" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "BS in Business Administration - Project Management" with relevance 0.7
DEBUG: ✓ Offer "BS in Business Administration - Project Management" ACCEPTED (relevance 0.7)
DEBUG: Checking offer "BS in Computer Science - Project Management for STEM" with relevance 0.7
DEBUG: ✓ Offer "BS in Computer Science - Project Management for STEM" ACCEPTED (relevance 0.7)
DEBUG: Checking offer "BS in Cybersecurity" with relevance 0.7
DEBUG: ✓ Offer "BS in Cybersecurity" ACCEPTED (relevance 0.7)
DEBUG: Checking offer "BS in Technical Management" with relevance 0.7
DEBUG: ✓ Offer "BS in Technical Management" ACCEPTED (relevance 0.7)
DEBUG: Checking offer "Cybersecurity (I Have a HS Diploma or Associate Degree)" with relevance 0.6
DEBUG: ✓ Offer "Cybersecurity (I Have a HS Diploma or Associate Degree)" 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: Checking offer "BS in Computer Information Systems" with relevance 0.6
DEBUG: ✓ Offer "BS in Computer Information Systems" ACCEPTED (relevance 0.6)
DEBUG: Checking offer "Cybercrime (I Have a HS Diploma or Associate Degree)" with relevance 0.5
DEBUG: ✓ Offer "Cybercrime (I Have a HS Diploma or Associate Degree)" ACCEPTED (relevance 0.5)
DEBUG: relevant_offers count = 13
DEBUG: relevant_offers > 0, checking for ESYOH offers
DEBUG: ESYOH filtering - found 4 ESYOH offers with relevance >= 0.5
DEBUG: esyoh_offers count = 4
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
Explore the best information technology schools for a specific state in the Great Lakes Region .