DEBUG: Raw major_slug = "multi-interdisciplinary-studies//data-science"
DEBUG: Initial offers_url = "https://www.collegefactual.com/majors/multi-interdisciplinary-studies/data-science/offers.json", major_slug = "multi-interdisciplinary-studies/data-science"
DEBUG: After cleaning major_slug = "multi-interdisciplinary-studies/data-science"
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DEBUG: offers_url = https://www.collegefactual.com/majors/multi-interdisciplinary-studies/data-science/offers.json
DEBUG: major_slug = "multi-interdisciplinary-studies/data-science"
DEBUG: offers_url is valid, proceeding to fetch data
DEBUG: offers_data.offers found, count = 14
DEBUG: Specific major detected (cip4 = 30.70), keeping min_relevance at 0.8
DEBUG: Starting relevance filtering - min_relevance = 0.8, max_relevance = 1
DEBUG: Checking offer "Data Science (I Have a HS Diploma or Associate Degree)" with relevance 1
DEBUG: ✓ Offer "Data Science (I Have a HS Diploma or Associate Degree)" ACCEPTED (relevance 1)
DEBUG: Checking offer "Data Science (I Have a Bachelors)" with relevance 1
DEBUG: ✓ Offer "Data Science (I Have a Bachelors)" ACCEPTED (relevance 1)
DEBUG: Checking offer "Analytics (I Have a HS Diploma or Associate Degree)" with relevance 0.7
DEBUG: ✗ Offer "Analytics (I Have a HS Diploma or Associate Degree)" REJECTED (relevance 0.7)
DEBUG: Checking offer "Analytics (I Have a HS Diploma or Associate Degree)" with relevance 0.7
DEBUG: ✗ Offer "Analytics (I Have a HS Diploma or Associate Degree)" REJECTED (relevance 0.7)
DEBUG: Checking offer "Analytics (I Have a Bachelors)" with relevance 0.7
DEBUG: ✗ Offer "Analytics (I Have a Bachelors)" REJECTED (relevance 0.7)
DEBUG: Checking offer "MBA - Analytics (I Have a Bachelors)" with relevance 0.7
DEBUG: ✗ Offer "MBA - Analytics (I Have a Bachelors)" REJECTED (relevance 0.7)
DEBUG: Checking offer "Grad Cert - Data Analytics (I Have a Bachelors)" with relevance 0.7
DEBUG: ✗ Offer "Grad Cert - Data Analytics (I Have a Bachelors)" REJECTED (relevance 0.7)
DEBUG: Checking offer "AS in Data Analytics" with relevance 0.7
DEBUG: ✗ Offer "AS in Data Analytics" REJECTED (relevance 0.7)
DEBUG: Checking offer "BS in Data Analytics" with relevance 0.7
DEBUG: ✗ Offer "BS in Data Analytics" REJECTED (relevance 0.7)
DEBUG: Checking offer "MS in Data Analytics" with relevance 0.7
DEBUG: ✗ Offer "MS in Data Analytics" REJECTED (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)" 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 Science - Data Analysis" with relevance 0.6
DEBUG: ✗ Offer "BS in Computer Science - Data Analysis" REJECTED (relevance 0.6)
DEBUG: Checking offer "BS in Geosciences - Natural Resources Conservation" with relevance 0.6
DEBUG: ✗ Offer "BS in Geosciences - Natural Resources Conservation" REJECTED (relevance 0.6)
DEBUG: relevant_offers count = 2
DEBUG: relevant_offers > 0, checking for ESYOH offers
DEBUG: ESYOH filtering - found 2 ESYOH offers with relevance >= 0.8
DEBUG: esyoh_offers count = 2
DEBUG: ESYOH offers found, rendering ESYOH widget
DEBUG: most_relevant_only = true, filtering for most relevant
DEBUG: Found 2 offers with relevance >= 1.0
Early-Career Earnings
One measure we use to determine the quality of a school is to look at the average salary of bachelor's graduates during the early years of their career. That is, everyone wants their bachelor's degree to be worth something, and salaries are one measure of determining that.
Other Factors We Consider
The metrics below are just some of the other metrics that we use to determine our rankings.
Major Focus - How many resources a school devotes to data science students as compared to other majors.
Major Demand - How many other data science students want to attend this school to pursue a bachelor's degree.
Educational Resources - How many resources are allocated to students. These resources may include educational expenditures per student, number of students per instructor, and graduation rate among other things.
Student Debt - How easy is it for data science to pay back their student loans after receiving their bachelor's degree.
Accreditation - Whether a school is regionally accredited and/or accredited by a recognized data science related body.
Our full ranking methodology documents in more detail how we consider these factors to identify the best colleges for data science students working on their bachelor's degree.
More Ways to Rank Data Science Schools
When choosing the right school for you, it's important to arm yourself with all the facts you can. To that end, we've created a number of major-specific rankings , including this Best Data Science Bachelor's Degree Schools in Arizona list to help you make the college decision.
In addition to our rankings, you can take two colleges and compare them based on the criteria that matters most to you in our unique tool, College Combat .
Test it out when you get a chance! You may also want to bookmark the link and share it with others who are trying to make the college decision.
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DEBUG: Initial offers_url = "https://www.collegefactual.com/majors/multi-interdisciplinary-studies/data-science/offers.json", major_slug = "multi-interdisciplinary-studies/data-science"
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DEBUG: offers_url = https://www.collegefactual.com/majors/multi-interdisciplinary-studies/data-science/offers.json
DEBUG: major_slug = "multi-interdisciplinary-studies/data-science"
DEBUG: offers_url is valid, proceeding to fetch data
DEBUG: offers_data.offers found, count = 14
DEBUG: Specific major detected (cip4 = 30.70), keeping min_relevance at 0.8
DEBUG: Starting relevance filtering - min_relevance = 0.8, max_relevance = 1
DEBUG: Checking offer "Data Science (I Have a HS Diploma or Associate Degree)" with relevance 1
DEBUG: ✓ Offer "Data Science (I Have a HS Diploma or Associate Degree)" ACCEPTED (relevance 1)
DEBUG: Checking offer "Analytics (I Have a HS Diploma or Associate Degree)" with relevance 0.7
DEBUG: ✗ Offer "Analytics (I Have a HS Diploma or Associate Degree)" REJECTED (relevance 0.7)
DEBUG: Checking offer "BS in Data Analytics" with relevance 0.7
DEBUG: ✗ Offer "BS in Data Analytics" REJECTED (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)" 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 Science - Data Analysis" with relevance 0.6
DEBUG: ✗ Offer "BS in Computer Science - Data Analysis" REJECTED (relevance 0.6)
DEBUG: Checking offer "BS in Geosciences - Natural Resources Conservation" with relevance 0.6
DEBUG: ✗ Offer "BS in Geosciences - Natural Resources Conservation" REJECTED (relevance 0.6)
DEBUG: relevant_offers count = 1
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 1 offers with relevance >= 1.0
Best Schools for Bachelor’s Students to Study Data Science in Arizona
Explore the top ranked colleges and universities for data science students seeking a a bachelor's degree.
Top Arizona Schools for a Bachelor's in Data Science
It is difficult to beat Arizona State University - Tempe if you wish to pursue a bachelor's degree in data science. Located in the city of Tempe, ASU - Tempe is a public university with a very large student population.More information about a bachelor’s in data science from Arizona State University - Tempe
Arizona State University - Skysong is a great choice for students interested in a bachelor's degree in data science. ASU - Skysong is a very large public university located in the midsize city of Scottsdale.More information about a bachelor’s in data science from Arizona State University - Skysong
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DEBUG: offers_url = https://www.collegefactual.com/majors/multi-interdisciplinary-studies/data-science/offers.json
DEBUG: major_slug = "multi-interdisciplinary-studies/data-science"
DEBUG: offers_url is valid, proceeding to fetch data
DEBUG: offers_data.offers found, count = 14
DEBUG: Specific major detected (cip4 = 30.70), keeping min_relevance at 0.5
DEBUG: Starting relevance filtering - min_relevance = 0.5, max_relevance = 1
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 Science - Data Analysis" with relevance 0.6
DEBUG: ✓ Offer "BS in Computer Science - Data Analysis" ACCEPTED (relevance 0.6)
DEBUG: Checking offer "BS in Geosciences - Natural Resources Conservation" with relevance 0.6
DEBUG: ✓ Offer "BS in Geosciences - Natural Resources Conservation" ACCEPTED (relevance 0.6)
DEBUG: relevant_offers count = 4
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 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 2 offers with relevance >= 0.6
Best Data Science Colleges in the Southwest Region
Explore all the Best Data Science Colleges in the Southwest Area or other specific states within that region.