DEBUG: Raw major_slug = "computer-information-sciences"
DEBUG: Initial offers_url = "https://www.collegefactual.com/majors/computer-information-sciences/offers.json", major_slug = "computer-information-sciences"
DEBUG: After cleaning major_slug = "computer-information-sciences"
DEBUG: Before URL cleaning = "https://www.collegefactual.com/majors/computer-information-sciences/offers.json"
DEBUG: After TrimSuffix = "https://www.collegefactual.com/majors/computer-information-sciences/offers.json"
DEBUG: After HTTPS placeholder = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/computer-information-sciences/offers.json"
DEBUG: After slash cleaning = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/computer-information-sciences/offers.json"
DEBUG: After URL cleaning = "https://www.collegefactual.com/majors/computer-information-sciences/offers.json"
DEBUG: offers_url = https://www.collegefactual.com/majors/computer-information-sciences/offers.json
DEBUG: major_slug = "computer-information-sciences"
DEBUG: offers_url is valid, proceeding to fetch data
DEBUG: offers_data.offers found, count = 36
DEBUG: ROOT LEVEL MAJOR detected (no cip4), lowering min_relevance to 0.5
DEBUG: Starting relevance filtering - min_relevance = 0.5, max_relevance = 1
DEBUG: Checking offer "Computers & IT Associate Programs (I Have a HS Diploma or Associate Degree)" with relevance 1
DEBUG: ✓ Offer "Computers & IT Associate Programs (I Have a HS Diploma or Associate Degree)" ACCEPTED (relevance 1)
DEBUG: Checking offer "Computers & IT Bachelors Programs (I Have a HS Diploma or Associate Degree)" with relevance 1
DEBUG: ✓ Offer "Computers & IT Bachelors Programs (I Have a HS Diploma or Associate Degree)" ACCEPTED (relevance 1)
DEBUG: Checking offer "Computers & IT IT Training Boot Camps (All Degree Levels)" with relevance 1
DEBUG: ✓ Offer "Computers & IT IT Training Boot Camps (All Degree Levels)" ACCEPTED (relevance 1)
DEBUG: Checking offer "Computers & IT Masters Programs (I Have a Bachelors)" with relevance 1
DEBUG: ✓ Offer "Computers & IT Masters Programs (I Have a Bachelors)" ACCEPTED (relevance 1)
DEBUG: Checking offer "BS in Computer Information Systems" with relevance 1
DEBUG: ✓ Offer "BS in Computer Information Systems" 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 "AS in Information Technologies" with relevance 0.9
DEBUG: ✓ Offer "AS in Information Technologies" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "BA in Information Technologies" with relevance 0.9
DEBUG: ✓ Offer "BA in Information Technologies" 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 Information Technologies" with relevance 0.9
DEBUG: ✓ Offer "BS in Information Technologies" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "MS in Information Technology" with relevance 0.9
DEBUG: ✓ Offer "MS in Information Technology" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "" with relevance 0.9
DEBUG: ✓ Offer "" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "Computer Science (I Have a HS Diploma or Associate Degree)" with relevance 0.8
DEBUG: ✓ Offer "Computer Science (I Have a HS Diploma or Associate Degree)" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "Computer Science (I Have a HS Diploma or Associate Degree)" with relevance 0.8
DEBUG: ✓ Offer "Computer Science (I Have a HS Diploma or Associate Degree)" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "Computer Science (I Have a Bachelors)" with relevance 0.8
DEBUG: ✓ Offer "Computer Science (I Have a Bachelors)" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "Software Engineering Boot Camp (All Degree Levels)" with relevance 0.8
DEBUG: ✓ Offer "Software Engineering Boot Camp (All Degree Levels)" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "BS in Computer Science - Software Engineering" with relevance 0.8
DEBUG: ✓ Offer "BS in Computer Science - Software Engineering" 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 "Software Engineering (I Have a HS Diploma or Associate Degree)" with relevance 0.7
DEBUG: ✓ Offer "Software Engineering (I Have a HS Diploma or Associate Degree)" ACCEPTED (relevance 0.7)
DEBUG: Checking offer "Software Engineering (I Have a Bachelors)" with relevance 0.7
DEBUG: ✓ Offer "Software Engineering (I Have a Bachelors)" ACCEPTED (relevance 0.7)
DEBUG: Checking offer "AS in Cybersecurity" with relevance 0.7
DEBUG: ✓ Offer "AS in Cybersecurity" ACCEPTED (relevance 0.7)
DEBUG: Checking offer "BS in Computer Science - Data Analysis" with relevance 0.7
DEBUG: ✓ Offer "BS in Computer Science - Data Analysis" ACCEPTED (relevance 0.7)
DEBUG: Checking offer "BS in Computer Science - Information Security" with relevance 0.7
DEBUG: ✓ Offer "BS in Computer Science - Information Security" ACCEPTED (relevance 0.7)
DEBUG: Checking offer "BS in Information Technologies - Business Management" with relevance 0.7
DEBUG: ✓ Offer "BS in Information Technologies - Business Management" ACCEPTED (relevance 0.7)
DEBUG: Checking offer "BS in Information Technologies - Cybersecurity" with relevance 0.7
DEBUG: ✓ Offer "BS in Information Technologies - Cybersecurity" ACCEPTED (relevance 0.7)
DEBUG: Checking offer "BS in Information Technologies - Data Analytics" with relevance 0.7
DEBUG: ✓ Offer "BS in Information Technologies - Data Analytics" ACCEPTED (relevance 0.7)
DEBUG: Checking offer "BS in Information Technologies - Project Management" with relevance 0.7
DEBUG: ✓ Offer "BS in Information Technologies - Project Management" ACCEPTED (relevance 0.7)
DEBUG: Checking offer "MBA in Information Technology Management" with relevance 0.7
DEBUG: ✓ Offer "MBA in Information Technology Management" ACCEPTED (relevance 0.7)
DEBUG: Checking offer "MS in Information Technology - Database Design" with relevance 0.7
DEBUG: ✓ Offer "MS in Information Technology - Database Design" ACCEPTED (relevance 0.7)
DEBUG: Checking offer "MS in Information Technology - Healthcare Informatics" with relevance 0.7
DEBUG: ✓ Offer "MS in Information Technology - Healthcare Informatics" ACCEPTED (relevance 0.7)
DEBUG: Checking offer "MS in Information Technology - Information Security" with relevance 0.7
DEBUG: ✓ Offer "MS in Information Technology - Information Security" ACCEPTED (relevance 0.7)
DEBUG: Checking offer "MS in Information Technology - Enterprise Technology Management" with relevance 0.7
DEBUG: ✓ Offer "MS in Information Technology - Enterprise Technology Management" ACCEPTED (relevance 0.7)
DEBUG: Checking offer "MS in Information Technology - Software Application Development" with relevance 0.7
DEBUG: ✓ Offer "MS in Information Technology - Software Application Development" ACCEPTED (relevance 0.7)
DEBUG: Checking offer "MS in Information Technology - Web Design" with relevance 0.7
DEBUG: ✓ Offer "MS in Information Technology - Web Design" ACCEPTED (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)" 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 = 36
DEBUG: relevant_offers > 0, checking for ESYOH offers
DEBUG: ESYOH filtering - found 12 ESYOH offers with relevance >= 0.5
DEBUG: esyoh_offers count = 12
DEBUG: ESYOH offers found, rendering ESYOH widget
DEBUG: most_relevant_only = true, filtering for most relevant
DEBUG: Found 4 offers with relevance >= 1.0
DEBUG: Raw major_slug = "computer-information-sciences"
DEBUG: Initial offers_url = "https://www.collegefactual.com/majors/computer-information-sciences/offers.json", major_slug = "computer-information-sciences"
DEBUG: After cleaning major_slug = "computer-information-sciences"
DEBUG: Before URL cleaning = "https://www.collegefactual.com/majors/computer-information-sciences/offers.json"
DEBUG: After TrimSuffix = "https://www.collegefactual.com/majors/computer-information-sciences/offers.json"
DEBUG: After HTTPS placeholder = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/computer-information-sciences/offers.json"
DEBUG: After slash cleaning = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/computer-information-sciences/offers.json"
DEBUG: After URL cleaning = "https://www.collegefactual.com/majors/computer-information-sciences/offers.json"
DEBUG: offers_url = https://www.collegefactual.com/majors/computer-information-sciences/offers.json
DEBUG: major_slug = "computer-information-sciences"
DEBUG: offers_url is valid, proceeding to fetch data
DEBUG: offers_data.offers found, count = 36
DEBUG: ROOT LEVEL MAJOR detected (no cip4), lowering min_relevance to 0.5
DEBUG: Starting relevance filtering - min_relevance = 0.5, max_relevance = 1
DEBUG: Checking offer "Computers & IT Associate Programs (I Have a HS Diploma or Associate Degree)" with relevance 1
DEBUG: ✓ Offer "Computers & IT Associate Programs (I Have a HS Diploma or Associate Degree)" 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 "AS in Information Technologies" with relevance 0.9
DEBUG: ✓ Offer "AS in Information Technologies" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "Computer Science (I Have a HS Diploma or Associate Degree)" with relevance 0.8
DEBUG: ✓ Offer "Computer Science (I Have a HS Diploma or Associate Degree)" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "AS in Cybersecurity" with relevance 0.7
DEBUG: ✓ Offer "AS in Cybersecurity" ACCEPTED (relevance 0.7)
DEBUG: relevant_offers count = 5
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 1 offers with relevance >= 1.0
Insufficient Data for Montana
Because of absent data, we could not show you the computer & information sciences quality ranking. This is usually due to there not being enough schools in Montana that both offer computer & information sciences and provided enough information for us to do a sufficient analysis.
As an alternative, check out at some of our other Computer & Information Sciences rankings below or check out our overall Best Colleges for Computer & Information Sciences ranking.
DEBUG: Raw major_slug = "computer-information-sciences"
DEBUG: Initial offers_url = "https://www.collegefactual.com/majors/computer-information-sciences/offers.json", major_slug = "computer-information-sciences"
DEBUG: After cleaning major_slug = "computer-information-sciences"
DEBUG: Before URL cleaning = "https://www.collegefactual.com/majors/computer-information-sciences/offers.json"
DEBUG: After TrimSuffix = "https://www.collegefactual.com/majors/computer-information-sciences/offers.json"
DEBUG: After HTTPS placeholder = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/computer-information-sciences/offers.json"
DEBUG: After slash cleaning = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/computer-information-sciences/offers.json"
DEBUG: After URL cleaning = "https://www.collegefactual.com/majors/computer-information-sciences/offers.json"
DEBUG: offers_url = https://www.collegefactual.com/majors/computer-information-sciences/offers.json
DEBUG: major_slug = "computer-information-sciences"
DEBUG: offers_url is valid, proceeding to fetch data
DEBUG: offers_data.offers found, count = 36
DEBUG: ROOT LEVEL MAJOR detected (no cip4), lowering min_relevance to 0.5
DEBUG: Starting relevance filtering - min_relevance = 0.5, max_relevance = 1
DEBUG: Checking offer "Computer Science (I Have a HS Diploma or Associate Degree)" with relevance 0.8
DEBUG: ✓ Offer "Computer Science (I Have a HS Diploma or Associate Degree)" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "AS in Cybersecurity" with relevance 0.7
DEBUG: ✓ Offer "AS in Cybersecurity" ACCEPTED (relevance 0.7)
DEBUG: relevant_offers count = 2
DEBUG: relevant_offers > 0, checking for ESYOH offers
DEBUG: ESYOH filtering - found 1 ESYOH offers with relevance >= 0.5
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
Explore all the Best Computer & Information Sciences Colleges in the Rocky Mountains Area or other specific states within that region.
by our College Data Analytics Team