DEBUG: Raw major_slug = ""
DEBUG: Initial offers_url = "https://www.collegefactual.com/majors/computer-information-sciences/other-computer-information-sciences/offers.json", major_slug = ""
DEBUG: After cleaning major_slug = ""
DEBUG: Before URL cleaning = "https://www.collegefactual.com/majors/computer-information-sciences/other-computer-information-sciences/offers.json"
DEBUG: After TrimSuffix = "https://www.collegefactual.com/majors/computer-information-sciences/other-computer-information-sciences/offers.json"
DEBUG: After HTTPS placeholder = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/computer-information-sciences/other-computer-information-sciences/offers.json"
DEBUG: After slash cleaning = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/computer-information-sciences/other-computer-information-sciences/offers.json"
DEBUG: After URL cleaning = "https://www.collegefactual.com/majors/computer-information-sciences/other-computer-information-sciences/offers.json"
DEBUG: offers_url = https://www.collegefactual.com/majors/computer-information-sciences/other-computer-information-sciences/offers.json
DEBUG: major_slug = ""
DEBUG: offers_url is valid, proceeding to fetch data
DEBUG: offers_data.offers found, count = 4
DEBUG: Specific major detected (cip4 = 11.99), 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 0.6
DEBUG: ✗ Offer "Information Technology Management (I Have a Bachelors)" REJECTED (relevance 0.6)
DEBUG: Checking offer "MBA - Information Technology Management (I Have a Bachelors)" with relevance 0.6
DEBUG: ✗ Offer "MBA - Information Technology Management (I Have a Bachelors)" 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 = 0
DEBUG: No relevant offers, showing generic ESYOH widget
Insufficient Data for Oklahoma
There were not enough schools with complete data to rank other computer & information sciences in Oklahoma this year.
Notes and References
This ranking is produced by College Factual (MF_RANKING_2025), 2026 edition. The methodology weighs graduation rate, post-graduation earnings, cost, and program quality, drawn primarily from the U.S. Department of Education (IPEDS and College Scorecard).
Ranking method: College Major Top Ranked · 1 school evaluated.
- The Integrated Postsecondary Education Data System (IPEDS) from the National Center for Education Statistics (NCES), a branch of the U.S. Department of Education (DOE), serves as the core of our data about colleges.
- Some other college data, including much of the graduate earnings data, comes from the U.S. Department of Education’s (College Scorecard).
More about our data sources and methodologies.
ADBLOCK #116
by our College Data Analytics Team