The college degrees with the highest unemployment rates, visualized

The unemployment rate for recent college graduates has grown significantly in recent years

Recent college graduates now have a higher unemployment rate than those in the "all workers" category, which includes those without college degrees. As of June 2025, 4.8% of recent college graduates were unemployed, compared to 4.0% of all workers.

Ranking the most popular undergraduate degrees of the last decade

Roughly 2 million Bachelor's degrees are awarded by colleges and universities in the US every year, but within that number there are big shifts in the popularity and decline of certain majors. This data visualization breaks down the biggest gainers...

Degrees in business, law, and health are among the most common US master’s degrees

While popular worldwide, these degrees aren’t necessarily the most popular in every country. In Japan, for instance, engineering is the most popular subject for master’s degrees. This data visualization ranks the most popular master’s degrees in dozens of countries around the world.

The US youth unemployment rate jumped from 6.6% in 2023 to 10.4% in 2025

Specifically, the "youth unemployment rate" here refers to those aged 16 to 24. Whether the culprit is AI, more people getting college degrees or something else, experts argue this could have a negative impact on the economy going forward.

College majors ranked by median resulting student debt

As of 2023, student loans were the third-largest category of US household debt at $1.6T. But not all student debt is created equal. Statistically, some majors incur more debt than others. Behavioral science majors, for instance, had the highest median student debt as of 2022.

The US jobs with the highest union membership rates

The transport and construction industries, as you might have guessed, have particularly high rates of union membership. But do you know the broadcasting industry’s union participation rate, at roughly 10%, isn’t far behind? This visual depicts the US industries with the highest rates of union membership in the country.

Visualize the most common job in every US state, from fast food worker to home health aide

Washington is the only state where "software developer" was the most common job (thanks, in part, to Microsoft and Amazon), whereas "fast food worker" was the most common occupation in 17 states.

Explore an interactive tool that reveals why Americans are unemployed

Among unemployed Americans ages 25 to 54, almost 30% cited being laid off as the reason for their unemployment.

Visual Capitalist projects the fastest-shrinking jobs in America by 2034

According to the US Bureau of Labor Statistics, there will be fewer jobs for cashiers, bank tellers, data entry clerks, and more over the next decade.

The 50 best (and highest paying) jobs in America

Here are the 50 Best Jobs in America, according to Glassdoor. Where does your job fall? This report ranks jobs according to each job’s Glassdoor Job Score, determined by combining three factors: number of job openings, salary, and overall job satisfaction rating.

Find out which occupations have the highest and lowest divorce rates

Bus drivers have a fairly high divorce rate, with 48% of them being either divorced, separated, or married more than once. Actuaries have a much lower divorce rate at only 14%.

Is college worth it?

Higher education has long been viewed as a stepping stone to more stable and higher-paying careers. Estimates suggest a college degree nearly triples average lifetime earnings. But the perception of value is different—only 22% of Americans say college is worth taking out loans for.

Where colleges get their money, visualized

If you're curious about how different colleges and universities generate their revenue, this National Center for Education Statistics webpage offers a clear visual breakdown. See how public, private nonprofit, and for-profit institutions fund their operations, highlighting the differences between funding sources depending on the type of institution.

The university system has an enrollment problem

Enrollment has dropped over the past few years—especially for men. In this Freakonomics podcast episode, educators and economists explain why they think college enrollment has been on the decline. They also offer solutions and make predictions for the future of college.

Studies show H-1B workers help address shortages in STEM fields

Research finds that unemployment rates in occupations employing large numbers of H-1B workers remained low between 2004 and 2023, even during the pandemic. Other studies suggest H-1Bs complement US workers in STEM fields and expand job opportunities.

Despite earning less than most tech workers, educators have one of the highest rates of homeownership

Annual income largely determines homeownership. In the US, 72% of people in management roles own a home, but educators, who on average earn much less than those working in business, have the second-highest rate of homeownership.

Why the employment report matters to Wall Street

On the first Friday of every month, the US Bureau of Labor Statistics releases the infamous "jobs report." The report essentially tracks how US employment is doing, from the unemployment rate to the number of people in the US currently on payroll. But most importantly, the jobs report has major implications for the economy at large. To find out how this monthly report impacts Wall Street, read this article.

Visualizing 40 years of interest rates

The history of interest rates are a proxy of macroeconomic conditions, with higher interest rates indicating periods of decline requiring artificial central stimulation. In a series of charts illustrating rates and their background conditions, you can see the movement of the economy over a forty-year period ending in 2020. Dive into the data here.

The clearest sign of a recession is a steady increase of job losses and high unemployment

The National Bureau of Economic Research (NBER) looks at six key economic indicators, including industrial production, to determine when the economy is experiencing a recession.

Nineteenth-century, hand-drawn infographics on US slavery and race

In the second half of the 19th century, researchers studying the behavior of the millions of emancipated Americans after the Civil War used "information graphics" to cut through the noise of racially charged debate. In this collection from Stanford, you can see century-old, stunningly hand-drawn data visualizations showing racial demographics, the effects of emancipation on cotton prices, and more.

Difficulty of getting into every Ivy League school

Harvard graduates have the highest average starting salary in the country at $91,700. But getting to graduation at any Ivy League school like Harvard is no easy feat. This visual breaks down exactly how difficult getting into an Ivy League school is, from Yale to Cornell, including average admission rates, median SAT scores, and more. See the graphic here.

Roughly 43 million US borrowers owe roughly $1.7T in student debt, the second-largest source of consumer debt behind mortgages.

The countries with the highest wealth per person, ranked

When looking at countries with the highest average wealth per person, the United States comes in at number three (with $564,862 per person). But the US doesn't even make the top 10 when looking at the median wealth per person rather than the average, which is perhaps a more accurate version of the data. Explore the numbers here.

2023's worst performing US IPOs

While an IPO is a huge milestone, it isn't always a total success in the long-term. This data visualization shows some of the worst-performing IPOs of 2023, based on their percentage returns at the end of the year, It includes an NFT gaming company and a Chinese EV battery company.

View a map of US data center infrastructure in 2025

Thousands of data centers across the country have already been built, with more under construction or planned. Facilities are connected via transmission and fiber optic lines, with the latter spanning an estimated length of 160 million miles.

See the lists of the worst hurricanes in the US through 2024

Several metrics, including wind speed, pressure, damage costs, and casualties, may be used to define the most devastating hurricanes. This page provides the top 10 hurricanes across each of these sorting methods.

Play the role of a student in a game where you try to navigate college and remain debt-free, selecting different income levels, high school experience, race, ethnicity, and more.

A Yale student wrote a profound essay about the consulting industry's influence on elite college students that was published in a book of her writing after she died in a post-graduation car accident.

See a ranking of the best (and worst) Federal Reserve Chairs since 1914 out of the 16 men and women who have held the office since.

The American Society of Civil Engineers' infrastructure report card gave the US a C in 2025, its highest grade since the project launched in 1998.

44% of Americans say they pray at least once a day—discover how your state's religiosity stacks up against the rest of the country.

Louisiana's 'Cancer Alley' is infamous for having some of the highest industrial pollution, toxic air emissions, and cancer risks in the US.

In 2025, four executives from large tech companies were given positions in the US Army Reserves—including Palantir Chief Technology Officer Shyam Sankar, which reinforced Palantir's ties with the US military and its role as a leading defense partner.

The United States is one of only around two dozen countries with a fully federal system of government, in which power is divided between national and state governments.

According to the physics of black holes, our 4D reality may be a hologram—a projection of information coded on a 2D surface on the edge of the universe.

Explore an interactive map built from more than 100,000 survey responses on where people find joy in their lives

Discover the catastrophic consequences of a failure of the US electrical grid—something that is more likely than many Americans think.

As of 2025, the most cited papers in science include a review of graphene, methods to improve image recognition, streamlining electron density calculations, and optimizing protein studies.

Art theft is the third-largest source of criminal revenues worldwide, thanks in part to the subjective nature of valuing a work of art.

Browse a detailed visual analysis of over 200,000 similes—comparisons that often use 'like' or 'as'—from popular fiction to see how frequently writers the same idiomatic expressions.

Animal phobias are likely the most common type of phobias, followed by an extreme fear of heights.

Explore the known asteroids, comets, and spacecraft involved in asteroid studies within our solar system with 'Eyes on Asteroids,' a 3D visualization from NASA.

Recent research found that the brain doesn't seem to massively rewire following amputation—upending earlier beliefs about the cause of phantom limb pain.

Fireworks-related ER visits are on the rise—in 2024, they increased by 52% as compared to the prior year.

The 19th-century painters of the Hudson River School were among the first American romantics, with portraits that displayed the natural beauty of the young country.

The Nasdaq's 'Magnificent 7' companies are responsible for roughly 40% of the Nasdaq 100 index's gains, while the remaining 93 companies account for the other 60%.

Domino's Pizza's 30-minute delivery guarantee was responsible for the chain's 1980s surge, but it was discontinued after the company was found liable for delivery driver accidents.

The boiling temperature of water decreases with increasing elevation because the molecules need less energy to overcome the lower atmospheric pressure associated with thinner air.

Sunflowers have long been a symbol of nuclear disarmament because they can extract large amounts of radioactive cesium from soil.

Ebola is a filovirus, meaning it resembles a thread under a microscope, though it sometimes twists and can resemble a bowl of spaghetti.