In 2022, about 37.7 percent of the U.S. population who were aged 25 and above had graduated from college or another higher education institution, a slight decline from 37.9 the previous year. However, this is a significant increase from 1960, when only 7.7 percent of the U.S. population had graduated from college. Demographics Educational attainment varies by gender, location, race, and age throughout the United States. Asian-American and Pacific Islanders had the highest level of education, on average, while Massachusetts and the District of Colombia are areas home to the highest rates of residents with a bachelor’s degree or higher. However, education levels are correlated with wealth. While public education is free up until the 12th grade, the cost of university is out of reach for many Americans, making social mobility increasingly difficult. Earnings White Americans with a professional degree earned the most money on average, compared to other educational levels and races. However, regardless of educational attainment, males typically earned far more on average compared to females. Despite the decreasing wage gap over the years in the country, it remains an issue to this day. Not only is there a large wage gap between males and females, but there is also a large income gap linked to race as well.

The Times Higher Education Latin America University Rankings 2017 use the same 13 performance indicators as the THE World University Rankings, recalibrated to reflect the qualities of Latin America’s institutions. Universities are judged across all their core missions – teaching, research, knowledge transfer and international outlook – to provide the most comprehensive comparisons available.

National Universities Rankings

Analyze 1,800 U.S. Universities and their Academic Performance

By Education [source]

About this dataset

Welcome to the U.S. News & World Report's 2017 National Universities Rankings, a comprehensive dataset of over 1,800 schools across the United States providing quality data on admissions criteria, cost of tuition and fees, enrollment numbers, and overall rankings! Here you'll find up-to-date information on institutes of higher learning from Princeton University at the top spot in Best National Universities to Williams College at No. 1 on the Best National Liberal Arts Colleges list.

This collection of data is all that's needed for potential students - parents, counselors and more - to evaluate their choices in selecting a college or university that perfectly meets their needs. For instance: what is the total tuition & fees cost? What are student enrollment numbers? How have students rated this school? Which universities have been recognized as top institutions in academics by U.S. News & World Report? What admissions criteria do these schools evaluate when considering an applicant's profile? The answers lie within this dataset!

Explore each category separately as well as with other considerations through visuals like our scatter plot to get an inside look into collegiate education from enrollment patterns charted against yearly expenses including room & board charges without forgetting several crucial factors such as six-year graduation rates and freshman retention rates measured among nations' universities included here -allowing for comparison and assessment beforehand for a well-rounded experience such that you can find your own path ahead!

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How to use the dataset

This dataset contains information on the quality, tuition, and enrollment data of 1,800 U.S.-based universities ranked by U.S. News & World Report from 2017. It includes rankings from the National University and Liberal Arts College lists in addition to relevant data points like tuition fees and undergraduate enrollments for each school.

Users can take advantage of this dataset to build models that predict ranking or predicting cost-benefit results for students by using cost-related (tuition) metrics along with quality metrics (rankings). Alternatively users can use it to analyze trends between investments in higher education versus outcomes (ranking), or explore the relationship between enrollments for schools of varying rank tiers, etc...

For more information on how rankings are calculated please refer to this methodology explainer on U.S news website

Here is an overview of all columns included in this dataset:

Columns:Name - institution name,Location - City and state where located,Rank - Ranking according to U.S News & World Report ,Description - Snippet of text overview from U.S News ,Tuition and fees – Combined tuition and fees for out–of–state students ,In–state – Tuition and fees for in–state students ,Undergraduate Enrollment – Number of enrolled undergraduate students .

Using this column detail as a guide we can answer questions like ‘which colleges give highest ROI ?’ or ‘Which college has highest number undergraduates?’ . For statistical analysis such as correlation we may use a visual representation such as a scatter plots or bar graphs accordingly making it easier analyses trends found within our dataset ans well as exploring any relationships between different factors such us tuitions vs ranks

Research Ideas

• Developing a searchable database to help high school students identify colleges that match their criteria in terms of tuition, graduation rate, location, and rank.
• Identifying correlations between enrollment numbers and university rank in order to better understand how the number of enrolled students effects the overall ranking of a university.
• Comparing universities with similar rankings in order to highlight differences between programs’ tuition and fees as well as retention rates

Acknowledgements

If you use this dataset in your research, please credit the original authors. Data Source

License

License: Dataset copyright by authors - You are free to: - Share - copy and redistribute the material in any medium or format for any purpose, even commercially. - Adapt - remix, ...

Finland had the highest quality of primary education in the world in 2017, with an index score of ***. The index runs on a scale of one (low quality) to seven (very good). Switzerland, Singapore, the Netherlands, and Estonia rounded out the top five for countries with the highest quality of primary education. A solid foundation Primary school age children are generally between the ages of six and eleven years old. Primary school is the first stage of formal education and consists of general knowledge and fundamental skills in areas like mathematics, reading, writing, and science, with student enrollment rates being particularly high in advanced economies. This helps young students to form a solid base for further study as they get older. Primary education in the United States Primary schools in the United States, where they are called elementary schools, can be either private or public institutions, with enrollment in public schools generally higher than in private schools. Education from the age of five is mandatory in the U.S., whether that be through the state-funded public school system, private schooling, or through an approved home school program. Depending on state law, students can leave school between the ages of 16 and 18.

The rankings include the Integrated Postsecondary Education Data System’s ID numbers, making it possible to easily merge them with any of IPEDS’ datasets.

Since 1983, the magazine U.S. News and World Report has been ranking US universities and colleges. While I do not in anyway endorse the specific methodology used to construct these rankings, I know that many academic institutions and scholars use these rankings in their research and institutional assessment. I was in turn frustrated that historical rankings were not easily available anywhere online. The spreadsheets above contain all of the rankings from 1985-present for liberal arts colleges and from 1984-present for universities.

The data for liberal arts colleges were compiled from the actual articles releasing the data each year (any errors in entry are my own). I have included tiers for many years for the liberal arts college rankings, but most were only available online and not in print editions. The second tab lists the information that is still missing. If anyone has any of that information please contact me, I would like to fill in all of the gaps.

The data for universities is incomplete, with some years containing only the top 50 universities and others 150. They were compiled with the help of Akil Bello and Arjun Khandelwal from existing online sources. The second tab of each spreadsheet includes specific notes on the rankings for each year and sources. If anyone has any of the missing data, please contact me, I would like to fill in all of the gaps. Thanks to Melissa Whately for help with the IPEDS numbers.

Andrew G. Reiter, “U.S. News & World Report Historical Liberal Arts College and University Rankings,” available at: http://andyreiter.com/datasets/

The Times Higher Education Latin America University Rankings is based on the same 13 rigorous performance indicators that underpin the THE World University Rankings, but the weightings differ, to reflect the characteristics of Latin America’s universities. We evaluate universities across all their core missions: teaching, research, knowledge transfer and international outlook. The 2023 ranking includes 197 institutions across 15 countries, up from 13 countries last year.

This dataset tracks annual overall school rank from 2012 to 2023 for American History High School

Historical Dataset of International School Of America is provided by PublicSchoolReview and contain statistics on metrics:Total Students Trends Over Years (1999-2023),Total Classroom Teachers Trends Over Years (1999-2023),Distribution of Students By Grade Trends,Student-Teacher Ratio Comparison Over Years (1999-2023),Asian Student Percentage Comparison Over Years (1999-2023),Hispanic Student Percentage Comparison Over Years (1999-2023),Black Student Percentage Comparison Over Years (1999-2023),White Student Percentage Comparison Over Years (1999-2023),Two or More Races Student Percentage Comparison Over Years (2013-2023),Diversity Score Comparison Over Years (1999-2023),Free Lunch Eligibility Comparison Over Years (1999-2023),Reduced-Price Lunch Eligibility Comparison Over Years (1999-2023),Reading and Language Arts Proficiency Comparison Over Years (2011-2022),Math Proficiency Comparison Over Years (2012-2023),Science Proficiency Comparison Over Years (2021-2022),Overall School Rank Trends Over Years (2012-2023),Graduation Rate Comparison Over Years (2012-2023)

The Times Higher Education Latin America University Rankings 2024 ranks 214 institutions from 16 countries, using the same trusted performance indicators as the THE World University Rankings, but with weightings recalibrated to reflect the characteristics of the region. Brazil’s University of São Paulo has knocked Pontificia Universidad Católica de Chile off the top spot, ending the Chilean institution’s five-year run at number one. The top three spots are all claimed by Brazilian universities.

Context

This dataset contains the US News rankings of the best American universities of undergraduate programs. This is how US News ranks the colleges: "We calculated 10 distinct overall rankings where colleges and universities were grouped by their academic missions. For each ranking, the sum of weighted, normalized values across 17 indicators of academic quality determine each school's overall score and, by extension, its overall rank. The top performer(s) in each ranking displays an overall score of 100. Others' overall scores are on a 0-99 scale reflecting the distance from their ranking's top-performing school(s). Those placing outside the top 75% display their ranking's bottom quartile range (e.g., No. 90-120) instead of their individual ranks (e.g., No. 102)."

Content

This dataset contains the rankings of 392 American universities based on their undergraduate programs. It also contains the tuitions and enrollment numbers of each university. 2 colleges don't have tuition data, so it is labelled -1.

Acknowledgements

We acknowledge US News for providing these rankings.

Inspiration

As a high schooler applying to undergraduate programs in America, it would be useful to know which colleges are best, and to compare tuitions and enrollment numbers.

Dataset

This dataset was created by Azhar Kudaibergenova

Contents

In the 2024-25 school year, New York spent around ****** U.S. dollars per pupil on public elementary and secondary schools - the most out of any state. Vermont, the District of Columbia, Massachusetts, and New Jersey rounded out the top five states for elementary and secondary school expenditure per pupil.

US State Education Analysis for Tech Product Launch

About This Dataset

This comprehensive dataset provides detailed educational attainment and demographic analysis across all 50 US states from 2021-2023, specifically designed for tech companies planning strategic market entry and product launch decisions.

Dataset Overview

• 150 rows of data (50 states × 3 years)
• 17 columns of educational, demographic, and economic indicators
• Complete coverage of all US states from 2021-2023
• Ready-to-analyze format with calculated percentages and rankings

Key Features

🎯 Strategic Market Intelligence

• Educational attainment levels by degree type (Bachelor's, Master's, Professional, Doctoral)
• Calculated education scores and state rankings for quick market prioritization
• Median household income data for purchasing power assessment

📊 Comprehensive Demographics

• Population data for adults 25+ (primary tech consumer demographic)
• Household count data for market sizing
• College graduate percentages for targeted marketing

🔢 Advanced Analytics Ready

• Pre-calculated composite education scores
• State rankings based on education levels
• Percentage breakdowns for immediate insights

Column Definitions

Use Cases

🚀 Tech Product Launches

• Identify states with highest concentrations of educated early adopters
• Prioritize markets based on education levels and income
• Size potential customer segments by state

📈 Market Research & Analysis

• Compare educational demographics across regions
• Analyze trends in educational attainment over time
• Correlate education levels with income potential

🎯 Customer Segmentation

• Target high-value customer segments (graduate degree holders)
• Develop region-specific marketing strategies
• Plan B2B tech sales territories

📊 Business Intelligence

• Regional expansion planning
• Competitive market analysis
• Investment and resource allocation decisions

Data Quality & Sources

• Primary Sources: US Census Bureau American Community Survey (ACS), Bureau of Labor Statistics
• Data Validation: Cross-referenced against multiple official sources
• Calculation Methodology: All percentages and scores calculated using consistent formulas
• Update Frequency: Annual updates as new official data becomes available

Sample Insights

The dataset reveals that Massachusetts consistently ranks #1 in education metrics with: - 47.78% college graduation rate (2023) - 22.42% graduate degree holders - $99,858 median household income - Education score of 28.76

Perfect for identifying premium tech markets and highly-educated consumer bases for sophisticated technology products.

This dataset is ideal for data scientists, market researchers, business analysts, and tech companies looking to make data-driven decisions about market entry, customer targeting, and regional strategy.

For the academic year of 2024/2025, the University of Oxford was ranked as the best university in the world, with an overall score of 98.5 according the Times Higher Education. The Massachusetts Institute of Technology and Harvard University followed behind. A high number of the leading universities in the world are located in the United States, with the ETH Zürich in Switzerland the highest ranked neither in the United Kingdom nor the U.S.

Finding the best public school is a priority for many families. A good education is important to these families, who may even choose where they purchase or rent housing to ensure their children are in the best public school systems.

There are about 51 million public school students in the United States. While far from perfect, public schools play a vital role in their respective communities. Public schools improve their communities and the welfare of children. Public schools welcome all children, no matter their income level, disability, or previous academic performance. Many schools provide school meals, which helps children from food-insecure families get nutritious food every day. The better the public school, the more likely students will achieve higher educational attainment.

While there is no comprehensive way to measure what public schools are the best in the nation, a few surveys look at data, including high school graduation rates and college readiness, to determine which states have the best schools.

States with the Best Public Schools WalletHub ranked each state's public schools for "Quality" and "Safety" using 33 relevant metrics. Metrics included high school graduation rate among low-income students, math and reading scores, median SAT and ACT scores, pupil-teach ratio, the share of armed students, the number of school shootings between 2000 and June 2020, bullying incidence rate, and more. Based on these metrics, Massachusetts, Connecticut, and New Jersey have the best public schools in the United States.

Historical Dataset of American History High School is provided by PublicSchoolReview and contain statistics on metrics:Total Students Trends Over Years (2009-2023),Total Classroom Teachers Trends Over Years (2009-2023),Distribution of Students By Grade Trends,Student-Teacher Ratio Comparison Over Years (2009-2023),Asian Student Percentage Comparison Over Years (2010-2023),Hispanic Student Percentage Comparison Over Years (2009-2023),Black Student Percentage Comparison Over Years (2009-2023),White Student Percentage Comparison Over Years (2008-2021),Diversity Score Comparison Over Years (2009-2023),Free Lunch Eligibility Comparison Over Years (2009-2023),Reduced-Price Lunch Eligibility Comparison Over Years (2009-2023),Reading and Language Arts Proficiency Comparison Over Years (2011-2022),Math Proficiency Comparison Over Years (2012-2023),Science Proficiency Comparison Over Years (2021-2022),Overall School Rank Trends Over Years (2012-2023),Graduation Rate Comparison Over Years (2013-2023)

Explore the Times Higher Education World University Rankings 2025 below. Trusted worldwide by students, teachers, governments and industry experts, the list ranks 2,092 institutions from 115 countries and territories.

In the academic year 2023/24, there were 331,602 international students from India studying in the United States. International students The majority of international students studying in the United States are originally from India and China, totaling 331,602 students and 277,398 students respectively in the 2023/24 school year. In 2022/23, there were 467,027 international graduate students , which accounted for over one third of the international students in the country. Typically, engineering and math & computer science programs were among the most common fields of study for these students. The United States is home to many world-renowned schools, most notably, the Ivy League Colleges which provide education that is sought after by both foreign and local students. International students and college Foreign students in the United States pay some of the highest fees in the United States, with an average of 24,914 U.S. dollars. American students attending a college in New England paid an average of 14,900 U.S. dollars for tuition alone and there were about 79,751 international students in Massachusetts . Among high-income families, U.S. students paid an average of 34,700 U.S. dollars for college, whereas the average for all U.S. families reached only 28,026 U.S. dollars. Typically, 40 percent of families paid for college tuition through parent income and savings, while 29 percent relied on grants and scholarships.

DESCRIPTION US News Universities Rankings 2017 edition SUMMARY National Universities Rankings In-the-News From 9/13/16 press release:

U.S. News & World Report today announced the 2017 Best Colleges rankings to help students worldwide compare the academic quality of more than 1,800 U.S.-based schools. Princeton University remains No. 1 in the Best National Universities category. For the 14th consecutive year, Williams College takes the top spot on the Best National Liberal Arts Colleges list.

Source: U.S. News Best College Rankings

Schools in the National Universities category, such as Columbia University and the University of Pennsylvania, offer a full range of undergraduate majors, plus master's and doctoral programs. These colleges also are committed to producing groundbreaking research.

About the data Name - institution name

Location - City, State where located

Rank Read methodology here. This dataset does not include unranked schools or any data that requires purchase / special access (i.e., exclusive to the U.S. News College Compass product).

Description Snippet of text overview from U.S. News

Tuition and fees Combined tuition and fees. For public universities with different tuition structure for in-state vs. out-of-state students, this number reflects out-of-state tutition.

In-stateFor public universities with different tuition structure for in-state vs. out-of-state students, this number reflects in-state tuition.

Undergrad Enrollment Number of enrolled undergratuate students

Read the Best Colleges Methodology

More from press release (quoted verbatim):

The average six-year graduation rate is 95 percent for the top 10 National Universities and 93.9 percent for the top 10 National Liberal Arts Colleges. The average freshman retention rate is 98.1 percent for the top 10 National Universities and 96.6 percent for the top 10 National Liberal Arts Colleges. For comparison, the average six-year graduation rate among all numerically ranked schools on the National Universities list is 71.3 percent, and the average freshman retention rate is 86.9 percent. For comparison, the average six-year graduation rate among all numerically ranked schools on the National Liberal Arts Colleges list is 75.2 percent, and the average freshman retention rate is 85.6 percent.

Historical Dataset of American Falls High School is provided by PublicSchoolReview and contain statistics on metrics:Total Students Trends Over Years (1987-2023),Total Classroom Teachers Trends Over Years (1987-2023),Distribution of Students By Grade Trends,Student-Teacher Ratio Comparison Over Years (1987-2023),American Indian Student Percentage Comparison Over Years (2003-2023),Asian Student Percentage Comparison Over Years (2004-2021),Hispanic Student Percentage Comparison Over Years (2003-2023),Black Student Percentage Comparison Over Years (2008-2020),White Student Percentage Comparison Over Years (2003-2023),Two or More Races Student Percentage Comparison Over Years (2019-2020),Diversity Score Comparison Over Years (2003-2023),Free Lunch Eligibility Comparison Over Years (1991-2023),Reduced-Price Lunch Eligibility Comparison Over Years (1999-2023),Reading and Language Arts Proficiency Comparison Over Years (2011-2022),Math Proficiency Comparison Over Years (2012-2023),Overall School Rank Trends Over Years (2012-2023),Graduation Rate Comparison Over Years (2014-2023)