DEBUG: Raw major_slug = ""
DEBUG: Initial offers_url = "https://www.collegefactual.com/majors/computer-information-sciences/it-information-technology/system-networking-and-lan-wan-management-manager/offers.json", major_slug = ""
DEBUG: After cleaning major_slug = ""
DEBUG: Before URL cleaning = "https://www.collegefactual.com/majors/computer-information-sciences/it-information-technology/system-networking-and-lan-wan-management-manager/offers.json"
DEBUG: After TrimSuffix = "https://www.collegefactual.com/majors/computer-information-sciences/it-information-technology/system-networking-and-lan-wan-management-manager/offers.json"
DEBUG: After HTTPS placeholder = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/computer-information-sciences/it-information-technology/system-networking-and-lan-wan-management-manager/offers.json"
DEBUG: After slash cleaning = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/computer-information-sciences/it-information-technology/system-networking-and-lan-wan-management-manager/offers.json"
DEBUG: After URL cleaning = "https://www.collegefactual.com/majors/computer-information-sciences/it-information-technology/system-networking-and-lan-wan-management-manager/offers.json"
DEBUG: offers_url = https://www.collegefactual.com/majors/computer-information-sciences/it-information-technology/system-networking-and-lan-wan-management-manager/offers.json
DEBUG: major_slug = ""
DEBUG: offers_url is valid, proceeding to fetch data
DEBUG: offers_data.offers found, count = 15
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 "CompTIA Network+ Training Boot Camp (All Degree Levels)" with relevance 1
DEBUG: ✓ Offer "CompTIA Network+ Training Boot Camp (All Degree Levels)" ACCEPTED (relevance 1)
DEBUG: Checking offer "CompTIA Security+ Training Boot Camp (All Degree Levels)" with relevance 1
DEBUG: ✓ Offer "CompTIA Security+ Training Boot Camp (All Degree Levels)" ACCEPTED (relevance 1)
DEBUG: Checking offer "Information Technology Management (I Have a Bachelors)" with relevance 0.9
DEBUG: ✓ Offer "Information Technology Management (I Have a Bachelors)" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "MBA - Information Technology Management (I Have a Bachelors)" with relevance 0.9
DEBUG: ✓ Offer "MBA - Information Technology Management (I Have a Bachelors)" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "CCNA & CyberOps Training Boot Camp (All Degree Levels)" with relevance 0.9
DEBUG: ✓ Offer "CCNA & CyberOps Training Boot Camp (All Degree Levels)" ACCEPTED (relevance 0.9)
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 "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 "CCSP Training Boot Camp (All Degree Levels)" with relevance 0.5
DEBUG: ✗ Offer "CCSP Training Boot Camp (All Degree Levels)" REJECTED (relevance 0.5)
DEBUG: Checking offer "CISSP Training Boot Camp (All Degree Levels)" with relevance 0.5
DEBUG: ✗ Offer "CISSP Training Boot Camp (All Degree Levels)" 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 = 5
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
Insufficient Data for Michigan
Sadly, we do not have adequate info to produce a ranking of the top system, networking lan/wan management/manager schools in Michigan yet.
by our College Data Analytics Team