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"
DEBUG: Before URL cleaning = "https://www.collegefactual.com/majors/multi-interdisciplinary-studies/data-science/offers.json"
DEBUG: After TrimSuffix = "https://www.collegefactual.com/majors/multi-interdisciplinary-studies/data-science/offers.json"
DEBUG: After HTTPS placeholder = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/multi-interdisciplinary-studies/data-science/offers.json"
DEBUG: After slash cleaning = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/multi-interdisciplinary-studies/data-science/offers.json"
DEBUG: After URL cleaning = "https://www.collegefactual.com/majors/multi-interdisciplinary-studies/data-science/offers.json"
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
The data science school you choose to invest your time and money in matters. To help you make the decision that is right for you, we've developed a number of major-specific rankings , including this list of the Best Data Science Bachelor's Degree Schools in the Plains States Region.
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.
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"
DEBUG: Before URL cleaning = "https://www.collegefactual.com/majors/multi-interdisciplinary-studies/data-science/offers.json"
DEBUG: After TrimSuffix = "https://www.collegefactual.com/majors/multi-interdisciplinary-studies/data-science/offers.json"
DEBUG: After HTTPS placeholder = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/multi-interdisciplinary-studies/data-science/offers.json"
DEBUG: After slash cleaning = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/multi-interdisciplinary-studies/data-science/offers.json"
DEBUG: After URL cleaning = "https://www.collegefactual.com/majors/multi-interdisciplinary-studies/data-science/offers.json"
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 the Plains States Region
Explore the top ranked colleges and universities for data science students seeking a a bachelor's degree.
Top Plains States Region Schools for a Bachelor's in Data Science
University of Minnesota - Twin Cities is one of the finest schools in the country for getting a bachelor's degree in data science. UMN Twin Cities is a fairly large public university located in the large city of Minneapolis.More information about a bachelor’s in data science from University of Minnesota - Twin Cities
Any student who is interested in a bachelor's degree in data science has to look into Winona State University. Located in the distant town of Winona, Winona State is a public university with a medium-sized student population.More information about a bachelor’s in data science from Winona State University
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"
DEBUG: Before URL cleaning = "https://www.collegefactual.com/majors/multi-interdisciplinary-studies/data-science/offers.json"
DEBUG: After TrimSuffix = "https://www.collegefactual.com/majors/multi-interdisciplinary-studies/data-science/offers.json"
DEBUG: After HTTPS placeholder = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/multi-interdisciplinary-studies/data-science/offers.json"
DEBUG: After slash cleaning = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/multi-interdisciplinary-studies/data-science/offers.json"
DEBUG: After URL cleaning = "https://www.collegefactual.com/majors/multi-interdisciplinary-studies/data-science/offers.json"
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 by State
Explore the best data science schools for a specific state in the Plains States Region .