Visualize tipping norms around the world with this map that reveals the US tips more service providers and leaves larger amounts than anywhere else globally.

Women tend to tip more often than men

For instance, among people who visit hair salons or barber shops, 62% of female respondents said they always tipped. Only 45% of men said the same. This article includes more takeaways and stats about how Americans tip, and who receives them.

Nearly 9 in 10 Americans were annoyed by tipping as of 2025

That’s a sharp increase from the 75% who thought tipping culture had gone too far in 2024. One potential culprit? The proliferation of tipping screens in places outside sit-down restaurants, such as coffee shops and hair salon. Three in 10 Americans say they give less when presented with tipping screens.

19th-century Americans discovered tipping in Europe

Tipping waiters was a custom in medieval Europe, where masters gave their serfs money for exceptional work. Wealthy Americans vacationing in Europe in the mid-1800s discovered the behavior and brought it back to the US.

72% of Americans say tipping is now expected in more places than it was 5 years ago

This change has been driven by multiple factors, including point-of-sale systems from fintech companies such as Square that prompt customers for tips directly. Americans also increased tipping during the pandemic in an effort to support local businesses struggling financially due to a lack of physical foot traffic.

Americans spend an average of nearly $500 per year on tipping at restaurants and bars

The habit runs contrary to economic rationality: Why pay more for a good or service you have already received when it isn’t mandatory? Researchers found that people tip, in part, to avoid the psychological pain of not fitting in.

Visualizing the world's wealth in 2019

The world has a net worth of $360T. The U.S. economy continues to dominate given its sheer size, Asia and Europe are not that far behind.

In the 1920s, Prohibition helped cement tipping norms in the US

During Prohibition, restaurants lost significant revenue, given that they could no longer legally serve customers high-margin alcohol. As a result, many of these restaurants leaned more heavily on tips to ease the financial pressure of paying employees.

Tipped workers in ‘$2.13 states’ experience an estimated 18.5% poverty rates

In so-called “equal treatment states,” where tipped workers are subject to the normal federal minimum wage or higher rather than the tipped minimum wage, the poverty rate is 11.1%.

Visualizing US state taxes in seven charts

Ever wondered how your state’s tax system compares to others? Here’s an overview of the US state tax system based on seven visualizations.

Visualize the balance sheets of US banks

The US banking industry is the most profitable in the world, with loans and leases driving the lion’s share of those profits. In fact, at the end of 2022, 53% of all bank assets fell into the loan and lease category. This rich visualization makes sense of that and highlights how traditional banks operate in stark contrast from their not-for-profit credit union peers. See it here.

Advocate estimate roughly 27% of Black service workers live below the poverty line

That’s significantly higher than the rate for restaurant workers overall. Approximately 37% of tipped workers are mothers, nearly half being single moms struggling with income volatility. This article includes more statistics about what the average tipped worker looks like and offers a peek inside their lives.

Explore a map of data centers worldwide, numbering over 12,250 as of August 2026, with over 4,500 in the US.

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.

See how income taxes in the US compare to those of other countries.

Who owns America's wealth?

This visualization breaks down the total net worth of all US households by wealth percentile, listing the number of households in each percentile. As you'll see in the graphic, the total net worth of all US households is close to $160T, and the richer half of the country owns roughly 98% of it. Check out the visual here.

After emancipation, many slaves went from working for free to working for tips.

See where the United States ranked in annual working hours per worker among major countries over time.

See the world’s largest stock markets in 1900 versus 2023

The US is now home to the world's largest stock market, but that wasn't always the case. This data visualization shows where the largest stock markets in the world were in 1900, then compares that map to the current geographical distribution of stock markets today, based on each country’s percentage share of global market capitalization. See what it looks like by clicking here.

Fintech companies made it easier for merchants to request tips, leading to fatigue

In recent years, companies such as Square and Toast have created touch screen technologies prompting customers at coffee shops and casual restaurants to tip upwards of 25%. Despite the interesting psychological conundrum this presents to consumers, one tech columnist argues that shoppers don't need to succumb to the pressure.

Visualizing obesity rates across the US

Nearly 70% of adults in the US are either overweight or obese, rates that have tripled over the last 60 years. Severe cases have risen tenfold during this period. Factors like location, income level, and demographics contribute to various obesity levels across the US. Visualize the statistics with this article and chart series.

See a visual of the largest airlines in the US by market share.

Visual Capitalist shows the top 50 countries by central bank reserves

As of 2024, China, Japan, and the United States held the top three spots in terms of the value of their respective central bank reserves.

American billionaires' wealth, visualized

America's top 20 billionaires have a combined wealth of $2.7T as of 2024. That's more than Russia's annual GDP. But some billionaires, like Elon Musk, hold a greater share of that $2.7T number than others. To see just how much money each of these 20 billionaires have in comparison to the others in the group, check out this data visualization.

The most taxed states in America

Some states in the US have higher taxes than others. Hawaii, for instance, has the highest total tax burden in the country at 13.9%, whereas Alaska has the lowest overall tax burden at 4.9%. New York has the highest individual income tax burden; and eight states have no individual income tax. See a map of the most-taxed US states here.

Which countries have the fastest internet speeds?

Ever wonder about how fast internet speeds are around the world? Take a look at this graphic which lists out the countries with the highest mobile internet speeds in 2023. Countries in the Middle East and East Asia dominate the list while America lags behind in eighteenth place. Learn more about why a high-income country like the US fall behind in speed, and why other countries are internet powerhouses.

There's a widespread taboo around talking about money in the US, but that taboo is widely different across the lower and upper classes, as well as amongst different races.

In the United States, asking someone how much money they make (or any questions about money, really) has long been considered rude. But where did this social norm come from originally? And why do Americans still feel so awkward talking about money? This article from The Atlantic takes a deep dive into the socioeconomic forces that created the money taboo. Read the full piece here.

US state economies compared to entire countries

This map compares US state economies by their gross domestic product to that of a similarly sized country. For instance, California has the largest state economy in the US, with a GDP nearly equal to that of India, the fifth-largest economy in the world. Click here to see how the rest of the states compare.

The United States currently ranks number one for countries that enable the most financial secrecy

Financial secrecy refers to complex systems that make it easy for people and companies to hide assets. High levels of financial secrecy are associated with illegal activity, like drug trafficking and money laundering. Lax regulations around reporting who owns trusts, real estate, and businesses impact the United States' global financial secrecy ranking.

San Francisco has the highest-paying average monthly salary in the US at $7,092

Other relatively high monthly average salaries in major cities worldwide include those in Switzerland, specifically Geneva at $7,984 and Zurich at $7,788. This chart shows other major cities across the world with high average monthly salaries.

Visualize $102T of global debt, based on data from the International Monetary Fund's October 2024 outlook.

The illegal happy hour map

Despite its origins as a US phenomenon, happy hours aren't welcome everywhere in the country. This resource includes a map that visualizes every American state's happy hour legislation, from the states with complete bans (like Massachusetts) to states that don't have any happy hour legislation at all.

Visualizing the world's $261T in investable assets

Nearly half of the world's portfolio of stocks and bonds originate in the US. Roughly 1% of all investable assets are in the form of cryptocurrency.

Many states require higher direct wage amounts for tipped employees than the federal requirement

Employers of "tipped employees" are required to pay them $2.13 per hour in direct wages if that amount, combined with the tips, at least equals the federal minimum wage of $7.25. If the employee's tips combined with the employer's direct wages of at least $2.13 per hour do not equal the federal minimum hourly wage, the employer has to make up the difference. However, this differs from state to state. This interactive map shows what tipped workers make per hour in every state.

See a breakdown of how each country contributes to the world's $126T economy.

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.

US tipped employees receive the 'subminimum wage' of $2.13, unchanged since 1991

Tipped employees (anyone who makes $30+ per month in tips) are not federally entitled to a traditional minimum wage. Customers determine their earnings. The National Restaurant Association believes that if restaurant owners are forced to pay above the subminimum wage for tipped workers, restaurants could be forced to close.

See a map of the world's 25 largest stock exchanges, which had a total market cap of $106T as of 2023.

In the Netherlands, the minimum wage amounts to a full-time salary of roughly $34,192 per year

The US minimum wage, however, only amounts to roughly $15K per year. This map shows how much minimum wage workers in countries around the world earn on an annual basis in US dollars.

Ranking the world’s economies: 1980 vs. 2025

The US remains the world’s largest economy, having increased its annual gross domestic product from $2.9T in 1980 to $30.6T in 2025. In 1980, China ranked seventh globally with a GDP of $304B. In 2025, China ranked second with a GDP of $19.4T.

The way the minimum wage is set in other countries often differs from US methods

Unlike the US, some countries set the minimum wage by industry through collective bargaining agreements. In Luxembourg, the minimum wage translates to roughly $19.50 per hour, currently making it the country with the highest minimum wage in the world.

View the most turbulent flight routes and airports around the world

Using data from NOAA and the UK Met Office, these maps identify South America as the geographic region with the highest average turbulence. The most turbulent flights in North America are all found in the western United States.

Vizualize global debt by country

Global debt reached $226T by the end of 2020—the biggest one-year jump since World War II. This graphic compares the debt-to-GDP ratio of various countries.

Poverty rates by US state

As of 2022, 37.9 million people in the US were living in poverty. But those people aren't evenly distributed among the 50 states. Some states and regions of the country are more impoverished than others. For instance, US poverty rates are relatively higher in the South than they are in the North. See the state-by-state breakdown with this map.

View the past month of earthquakes worldwide with this digital globe, which displays data from the US Geological Survey.

Visualizing the year in US tornadoes, 2024

Between January and November 2024, over 1,700 tornadoes were documented to have touched down in the US, a relatively high number (and similar to the numbers in 2004, 2008, and 2011). This map shows their location across the country to help capture the number.

Only 28% of Americans think restaurant prices are fair

Seven in 10 Americans dine out at least once a month, but only 28% of diners think menu prices are fair, a 2025 YouGov survey found. That changes only slightly by income, with 44% of higher-income Americans finding the prices fair.

Visualizing the world's population centers

What does population density look like on a global scale? These detailed 3D renders illustrate our biggest urban areas and highlight population trends.

What America's 1% pays in taxes, by state

In the US, the top 1% of earners contribute 45% of all personal income taxes collected nationwide. But not all states are created equal when it comes to income tax. Some states are more dependent on the 1% than others for tax revenue. SmartAsset recently examined IRS tax return data to determine exactly how much the top 1% of earners in each state paid in taxes. Find your state here.

US child care costs, mapped

It's no secret that child care in the US is expensive, but this map provides more color to that observation by showing the average annual price of child care in licensed child care centers for infants, by state, in 2023. South Dakota, for instance, had the lowest infant child care cost at $7,862 per year. See how the rest of the states fared here.

The wealthiest person in every US state in 2021

Alongside Elon Musk and Jeff Bezos, who are the richest people in the U.S.? This map reveals the wealthiest billionaire in each U.S. state.