DEBUG: Raw major_slug = "multi-interdisciplinary-studies//data-analytics//general"
DEBUG: Initial offers_url = "https://www.collegefactual.com/majors/multi-interdisciplinary-studies/data-analytics/general/offers.json", major_slug = "multi-interdisciplinary-studies/data-analytics/general"
DEBUG: After cleaning major_slug = "multi-interdisciplinary-studies/data-analytics/general"
DEBUG: Before URL cleaning = "https://www.collegefactual.com/majors/multi-interdisciplinary-studies/data-analytics/general/offers.json"
DEBUG: After TrimSuffix = "https://www.collegefactual.com/majors/multi-interdisciplinary-studies/data-analytics/general/offers.json"
DEBUG: After HTTPS placeholder = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/multi-interdisciplinary-studies/data-analytics/general/offers.json"
DEBUG: After slash cleaning = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/multi-interdisciplinary-studies/data-analytics/general/offers.json"
DEBUG: After URL cleaning = "https://www.collegefactual.com/majors/multi-interdisciplinary-studies/data-analytics/general/offers.json"
DEBUG: offers_url = https://www.collegefactual.com/majors/multi-interdisciplinary-studies/data-analytics/general/offers.json
DEBUG: major_slug = "multi-interdisciplinary-studies/data-analytics/general"
DEBUG: offers_url is valid, proceeding to fetch data
DEBUG: offers_data.offers found, count = 16
DEBUG: Specific major detected (cip4 = 30.71), keeping min_relevance at 0.8
DEBUG: Starting relevance filtering - min_relevance = 0.8, max_relevance = 1
DEBUG: Checking offer "AS in Data Analytics" with relevance 1
DEBUG: ✓ Offer "AS in Data Analytics" ACCEPTED (relevance 1)
DEBUG: Checking offer "BS in Data Analytics" with relevance 1
DEBUG: ✓ Offer "BS in Data Analytics" ACCEPTED (relevance 1)
DEBUG: Checking offer "BS in Geosciences - Natural Resources Conservation" with relevance 1
DEBUG: ✓ Offer "BS in Geosciences - Natural Resources Conservation" ACCEPTED (relevance 1)
DEBUG: Checking offer "MS in Data Analytics" with relevance 1
DEBUG: ✓ Offer "MS in Data Analytics" ACCEPTED (relevance 1)
DEBUG: Checking offer "Analytics (I Have a HS Diploma or Associate Degree)" with relevance 0.9
DEBUG: ✓ Offer "Analytics (I Have a HS Diploma or Associate Degree)" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "Analytics (I Have a HS Diploma or Associate Degree)" with relevance 0.9
DEBUG: ✓ Offer "Analytics (I Have a HS Diploma or Associate Degree)" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "Analytics (I Have a Bachelors)" with relevance 0.9
DEBUG: ✓ Offer "Analytics (I Have a Bachelors)" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "MBA - Analytics (I Have a Bachelors)" with relevance 0.9
DEBUG: ✓ Offer "MBA - Analytics (I Have a Bachelors)" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "Grad Cert - Data Analytics (I Have a Bachelors)" with relevance 0.9
DEBUG: ✓ Offer "Grad Cert - Data Analytics (I Have a Bachelors)" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "Data Science (I Have a HS Diploma or Associate Degree)" with relevance 0.9
DEBUG: ✓ Offer "Data Science (I Have a HS Diploma or Associate Degree)" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "Data Science (I Have a Bachelors)" with relevance 0.9
DEBUG: ✓ Offer "Data Science (I Have a Bachelors)" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "MBA in Business Analytics" with relevance 0.8
DEBUG: ✓ Offer "MBA in Business Analytics" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "" with relevance 0.8
DEBUG: ✓ Offer "" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "Sports Analytics & Management (I Have a Bachelors)" with relevance 0.7
DEBUG: ✗ Offer "Sports Analytics & Management (I Have a Bachelors)" REJECTED (relevance 0.7)
DEBUG: Checking offer "BS in Computer Science - Data Analysis" with relevance 0.6
DEBUG: ✗ Offer "BS in Computer Science - Data Analysis" REJECTED (relevance 0.6)
DEBUG: Checking offer "BS in Cybersecurity - Data Analytics" with relevance 0.6
DEBUG: ✗ Offer "BS in Cybersecurity - Data Analytics" REJECTED (relevance 0.6)
DEBUG: relevant_offers count = 13
DEBUG: relevant_offers > 0, checking for ESYOH offers
DEBUG: ESYOH filtering - found 7 ESYOH offers with relevance >= 0.8
DEBUG: esyoh_offers count = 7
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 7 offers with relevance >= 0.9
DEBUG: Raw major_slug = "multi-interdisciplinary-studies//data-analytics//general"
DEBUG: Initial offers_url = "https://www.collegefactual.com/majors/multi-interdisciplinary-studies/data-analytics/general/offers.json", major_slug = "multi-interdisciplinary-studies/data-analytics/general"
DEBUG: After cleaning major_slug = "multi-interdisciplinary-studies/data-analytics/general"
DEBUG: Before URL cleaning = "https://www.collegefactual.com/majors/multi-interdisciplinary-studies/data-analytics/general/offers.json"
DEBUG: After TrimSuffix = "https://www.collegefactual.com/majors/multi-interdisciplinary-studies/data-analytics/general/offers.json"
DEBUG: After HTTPS placeholder = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/multi-interdisciplinary-studies/data-analytics/general/offers.json"
DEBUG: After slash cleaning = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/multi-interdisciplinary-studies/data-analytics/general/offers.json"
DEBUG: After URL cleaning = "https://www.collegefactual.com/majors/multi-interdisciplinary-studies/data-analytics/general/offers.json"
DEBUG: offers_url = https://www.collegefactual.com/majors/multi-interdisciplinary-studies/data-analytics/general/offers.json
DEBUG: major_slug = "multi-interdisciplinary-studies/data-analytics/general"
DEBUG: offers_url is valid, proceeding to fetch data
DEBUG: offers_data.offers found, count = 16
DEBUG: Specific major detected (cip4 = 30.71), keeping min_relevance at 0.8
DEBUG: Starting relevance filtering - min_relevance = 0.8, max_relevance = 1
DEBUG: Checking offer "AS in Data Analytics" with relevance 1
DEBUG: ✓ Offer "AS in Data Analytics" ACCEPTED (relevance 1)
DEBUG: Checking offer "Analytics (I Have a HS Diploma or Associate Degree)" with relevance 0.9
DEBUG: ✓ Offer "Analytics (I Have a HS Diploma or Associate Degree)" ACCEPTED (relevance 0.9)
DEBUG: relevant_offers count = 2
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 1 offers with relevance >= 0.9
Insufficient Data for the United States
Due to missing data, we were not able to provide you with the data analytics, general quality ranking. This is typically due to there not being enough schools in the United States that both offer data analytics, general and provided enough information for us to do a sufficient analysis.
DEBUG: Raw major_slug = "multi-interdisciplinary-studies//data-analytics//general"
DEBUG: Initial offers_url = "https://www.collegefactual.com/majors/multi-interdisciplinary-studies/data-analytics/general/offers.json", major_slug = "multi-interdisciplinary-studies/data-analytics/general"
DEBUG: After cleaning major_slug = "multi-interdisciplinary-studies/data-analytics/general"
DEBUG: Before URL cleaning = "https://www.collegefactual.com/majors/multi-interdisciplinary-studies/data-analytics/general/offers.json"
DEBUG: After TrimSuffix = "https://www.collegefactual.com/majors/multi-interdisciplinary-studies/data-analytics/general/offers.json"
DEBUG: After HTTPS placeholder = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/multi-interdisciplinary-studies/data-analytics/general/offers.json"
DEBUG: After slash cleaning = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/multi-interdisciplinary-studies/data-analytics/general/offers.json"
DEBUG: After URL cleaning = "https://www.collegefactual.com/majors/multi-interdisciplinary-studies/data-analytics/general/offers.json"
DEBUG: offers_url = https://www.collegefactual.com/majors/multi-interdisciplinary-studies/data-analytics/general/offers.json
DEBUG: major_slug = "multi-interdisciplinary-studies/data-analytics/general"
DEBUG: offers_url is valid, proceeding to fetch data
DEBUG: offers_data.offers found, count = 16
DEBUG: Specific major detected (cip4 = 30.71), keeping min_relevance at 0.5
DEBUG: Starting relevance filtering - min_relevance = 0.5, max_relevance = 1
DEBUG: relevant_offers count = 0
DEBUG: No relevant offers, showing generic ESYOH widget
Data Analytics, General by Region
View the Best Data Analytics, General Associate Degree Schools for a specific region near you.
by our College Data Analytics Team