Visualizing Unequal State Tax Burdens Across America
What percentage of your income goes into Uncle Sam’s pocket?
Your answer will vary depending on how much you earn. Data shows that low and middle-income families pay a much greater share of their income towards state and local taxes than wealthy families.
Today’s visualization uses data from the Institute on Taxation and Economic Policy (ITEP) to map the effective tax rates—or taxes paid as a share of family income—across income groups at the state and local level.
Crunching the Numbers
The data reflects the effect of tax changes enacted through September 10, 2018, using 2015 income levels (the latest year for available, detailed income data). Both single and married tax filers are included, while elderly taxpayers, dependent filers, and those with negative incomes are excluded.
The report includes the state and local taxes for all 50 states and the District of Columbia. Taxes are broken into 3 broad groups:
- Consumption taxes – general sales taxes and specialized excise taxes
- Property taxes – including taxes on homes, businesses, and motor vehicles
- Income taxes – paid by individuals and businesses
Federal taxes are not considered.
Editor’s note: It’s worth noting that federal personal income tax has progressive rates, with the lowest earning bracket at 10% and the highest earning bracket at 37% in 2019. At a national level, property taxes are not charged and there is a very low reliance on excise taxes—both of which tend to be regressive as outlined below.
The report includes both taxable and tax-exempt income such as worker’s compensation benefits. It also includes estimates for the amount of unreported income.
Which States Have the Most Unequal Tax Burdens?
Across the U.S., there is a wide disparity in how taxes affect different income groups. Here’s how it all breaks down, ranked in order of tax system inequality*:
Total State and Local Taxes As a Share of Income
By State and Income Group
|RANK||STATE||LOWEST 20%||MIDDLE 60%||TOP 1%|
|50||District of Columbia||6.3%||9.8%||9.5%|
* The ITEP Tax Inequality Index measures the effects of each state’s tax structure on income inequality. In states that rank high for inequality, incomes are less equal after state and local taxes are applied than before. On the flip side, states with the most equality are those where incomes are at least somewhat more equal after state and local taxes are levied than before.
Washington has the most unequal tax burdens. Proportional to their income, Washington taxpayers in the bottom 20% pay almost 6x more than those in the top 1%.
At the other end of the scale, California has the most equal tax system. As a share of their income, the state’s poorest families pay only 0.84x what the wealthiest families pay.
Overall, however, the vast majority of tax systems are regressive.
On average, the lowest 20% of income earners pay 1.54x more of their income in taxes compared to the top 1%.
The Main Causes
Two main factors drive a tax system’s (lack of) equality: how the state designs each tax, and the state’s reliance on different tax sources.
To better explain how this works, let’s take a closer look at each type of tax.
Sales & Excise Taxes
These taxes apply only to spent income, and exempt saved income. Since families with a higher household income are able to save a much larger percentage of their income, and the poorest families can barely save at all, the tax is regressive by nature.
The particular types of items that are taxed affect fairness as well. Quite a few states include food in their sales tax base, and low-income families spend the majority of their income on groceries and other necessities.
Not only that, excise taxes are levied on a small subset of goods that typically have a practical per-person maximum. For example, one person can only use so much fuel. As a wealthy family’s income increases, they generally do not continue to increase their spending on these goods.
States rely on these taxes more than any other tax source, which only exacerbates the problem.
For the average household, the home makes up the majority of their total wealth—meaning most of their wealth is taxed. However, the wealth composition of richer families skews much more heavily towards stock portfolios, business equity, and other assets, which are exempt from property taxes.
While these types of assets are subject to taxes like capital gains and dividends, the distinction is that these taxes are levied only on earned gains. In contrast, property taxes are owed simply as a result of owning the asset.
What about those who don’t own homes? Landlords generally pass on the cost of property tax to renters in the form of higher rent. Since rent comprises a much higher share of expenses for poorer families, this makes property tax even more inequitable.
State income taxes are typically progressive. This means effective tax rates go up as income goes up. Here’s how the U.S. averages break down:
- Low-income families: 0.04%
- Middle-income families: 2.1%
- Top 1%: 4.6%
However, certain policy choices can turn this on its head. Some states have a flat rate for all income levels, a lack of deductions and credits for low-income taxpayers, or tax loopholes that can be beneficial for wealthier income groups.
Nine states charge no income tax at all, garnering reputations as “low tax” states—but this is true only for high-income families. In order to make up for the lost revenue, states rely more heavily on tax sources that disproportionately affect the lowest earners.
Evidently, states with personal income taxes have more equitable effective tax burdens.
Tackling Systemic Issues
Regressive state tax systems negatively impact the after-tax income of low and middle-income families. This means they have less to spend on daily expenses, or to save for the future.
Not only that, because wealthier families aren’t contributing a proportional share of tax dollars, state revenues grow more slowly.
For states looking to create a more equitable tax system, states with progressive systems offer some guidance:
- Graduated income tax rates
- Additional tax over a high-income threshold (e.g $1 million)
- Limits on tax breaks for upper-income taxpayers
- Targeted low-income tax credits
- Lower reliance on regressive consumption taxes
By implementing such policies, governments may see more tax equality—and more tax dollars for programs and services.
Hat tip to reddit user prikhodkop, whose visualization introduced us to this data.
This Infographic Breaks Down Careers In Finance, From Hedge Funds to M&A
Corporate finance oversees trillions of dollars and makes modern markets and economies possible, but who are the main players?
Careers In Corporate Finance, From Hedge Funds to M&A
Corporate finance is a key pillar on which modern markets and economies have been built. And this complex ecosystem consists of a number of important sectors, which can lead to lucrative career avenues.
From lending to investment banking, and private equity to hedge funds, the graphic above by Wall Street Prep breaks down the key finance careers and paths that people can take.
Let’s take a further look at the unique pieces of this finance ecosystem.
The Lending Business
Lending groups provide much needed capital to corporations, often in the form of term loans or revolvers. These can be part of short and long-term operations or for events less anticipated like the COVID-19 pandemic, which resulted in companies shoring up $222 billion in revolving lines of credit within the first month.
Next, is investment banking, which can split into three main areas:
- Mergers and Acquisitions (M&A): There’s a lot of preparation and paperwork involved whenever corporations merge or make acquisitions. For that reason, this is a crucial service that investment banks provide, and its importance is reflected in the enormous fees recognized. The top five U.S. investment banks collect $10.2 billion in M&A advisory fees, representing 40% of the $25 billion in global M&A fees per year.
- Loan Syndications: Some $16 billion in loan syndication fees are collected annually by investment banks. Loan syndications are when multiple lenders fund one borrower, which can occur when the loan amount is too large or risky for one party to take on. The loan syndication agent is the financial institution involved that acts as the third party to oversee the transaction.
- Capital Markets: Capital markets are financial markets that bring buyers and sellers together to engage in transactions on assets. They split into debt capital markets (DCM) like bonds or fixed income securities and equity capital markets (ECM) (i.e. stocks). Some $41 billion is collected globally for the services associated with structuring and distributing stock and bond offerings.
The top investment banks generally all come from the U.S. and Western Europe, and includes the likes of Goldman Sachs and Credit Suisse.
Sell Side vs Buy Side
Thousands of analysts in corporate finance represent both the buy and sell-sides of the business, but what are the differences between them?
One important difference is in the groups they represent. Buy-side analysts usually work for institutions that buy securities directly, like hedge funds, while sell-side analysts represent institutions that make their money by selling or issuing securities, like investment banks.
According to Wall Street Prep, here’s how the assets of buy-side institutions compare:
|Buy side institution||Total assets|
|Mutual Funds, ETFs||$21 trillion|
|Private equity||$5 trillion|
|Hedge funds||$3 trillion|
|Venture capital||$0.5 trillion|
Also, buy-side jobs appear to be more sought after across financial career forums.
Breaking Down The Buy Side
Mutual funds, ETFs, and hedge funds all generally invest in public markets.
But between them, there are still some differentiating factors. For starters, mutual funds are the largest entity, and have been around since 1924. Hedge funds didn’t come to life until around 1950 and for ETFs, this stretched to the 1990s.
Furthermore, hedge funds are strict in the clients they take on, with a preference for high net worth investors, and they often engage in sophisticated investment strategies like short selling. In contrast, ETFs, and mutual funds are widely available to the public and the vast bulk of them only deploy long strategies, which are those that expect the asset to rise in value.
Private equity (PE) and venture capital (VC) are groups that invest in private companies. Venture capital is technically a form of PE but tends to invest in new startup companies while private equity goes for more stable and mature companies with predictable cash flow patterns.
Who funds the buy side? The source of capital roughly breaks down as follows:
|Source of capital||Capital amount|
|Pension funds||$34 trillion|
|Insurance Companies||$24 trillion|
Endowment funds are foundations that invest the assets of nonprofit institutions like hospitals or universities. The assets are typically accumulated through donations, and withdrawals are made frequently to fund various parts of operations, including critical ones like research.
The largest university endowment belongs to Harvard with some $74 billion in assets under management. However, the largest endowment fund overall belongs to Ensign Peak Advisors. They represent The Church of Jesus Christ of Latter-day Saints (LDS), with some $124 billion in assets.
Primary Market vs Secondary Market
One of the primary motivations for a company to enter the public markets is to raise capital, where a slice of the company’s ownership is sold via an allotment of shares to new investors. The actual capital itself is raised in the primary market, which represents the first and initial transaction.
The secondary market represents transactions after the first. These are considered stocks that are already issued, and shares now fluctuate based on market forces.
Tying It All Together
As the infographic above shows, corporate finance branches out far and wide, handles trillions of dollars, and plays a key part in making modern markets and economies possible.
For those exploring a career in finance, the possibilities and avenues one can take are practically endless.
Visualizing the $94 Trillion World Economy in One Chart
Which countries and regions contribute the most to the world economy? In this infographic, we break down all $94 trillion of global GDP by country.
The $94 Trillion World Economy in One Chart
View the expanded version of this infographic.
Just four countries—the U.S., China, Japan, and Germany—make up over half of the world’s economic output by gross domestic product (GDP) in nominal terms. In fact, the GDP of the U.S. alone is greater than the combined GDP of 170 countries.
How do the different economies of the world compare? In this visualization we look at GDP by country in 2021, using data and estimates from the International Monetary Fund (IMF).
An Overview of GDP
GDP serves as a broad indicator for a country’s economic output. It measures the total market value of final goods and services produced in a country in a specific timeframe, such as a quarter or year. In addition, GDP also takes into consideration the output of services provided by the government, such as money spent on defense, healthcare, or education.
Generally speaking, when GDP is increasing in a country, it is a sign of greater economic activity that benefits workers and businesses (while the reverse is true for a decline).
The World Economy: Top 50 Countries
Who are the biggest contributors to the global economy? Here is the ranking of the 50 largest countries by GDP in 2021:
|Rank||Country||GDP ($T)||% of Global GDP|
|19||🇸🇦 Saudi Arabia||$0.8||0.9%|
|33||🇿🇦 South Africa||$0.4||0.4%|
|40||🇭🇰 Hong Kong SAR||$0.4||0.4%|
|47||🇨🇿 Czech Republic||$0.3||0.3%|
|50||🇳🇿 New Zealand||$0.2||0.3%|
*2020 GDP (latest available) used where IMF estimates for 2021 were unavailable.
At $22.9 trillion, the U.S. GDP accounts for roughly 25% of the global economy, a share that has actually changed significantly over the last 60 years. The finance, insurance, and real estate ($4.7 trillion) industries add the most to the country’s economy, followed by professional and business services ($2.7 trillion) and government ($2.6 trillion).
China’s economy is second in nominal terms, hovering at near $17 trillion in GDP. It remains the largest manufacturer worldwide based on output with extensive production of steel, electronics, and robotics, among others.
The largest economy in Europe is Germany, which exports roughly 20% of the world’s motor vehicles. In 2019, overall trade equaled nearly 90% of the country’s GDP.
The World Economy: 50 Smallest Countries
On the other end of the spectrum are the world’s smallest economies by GDP, primarily developing and island nations.
With a GDP of $70 million, Tuvalu is the smallest economy in the world. Situated between Hawaii and Australia, the largest industry of this volcanic archipelago relies on territorial fishing rights.
In addition, the country earns significant revenue from its “.tv” web domain. Between 2011 and 2019, it earned $5 million annually from companies—including Amazon-owned Twitch to license the Twitch.tv domain name—equivalent to roughly 7% of the country’s GDP.
|🇲🇭 Marshall Islands||Oceania||$0.2|
|🇨🇰 Cook Islands||Oceania||$0.4*|
|🇸🇹 São Tomé and Príncipe||Africa||$0.5|
|🇻🇨 St. Vincent and the Grenadines||Caribbean||$0.8|
|🇰🇳 St. Kitts and Nevis||Caribbean||$1.0|
|🇦🇬 Antigua and Barbuda||Caribbean||$1.4|
|🇸🇧 Solomon Islands||Oceania||$1.7|
|🇱🇨 St. Lucia||Caribbean||$1.7|
|🇸🇲 San Marino||Europe||$1.7|
|🇨🇻 Cabo Verde||Africa||$1.9|
|🇧🇿 Belize||Central America||$1.9|
|🇨🇫 Central African Republic||Africa||$2.6|
|🇸🇷 Suriname||South America||$2.8|
|🇸🇸 South Sudan||Africa||$3.3|
|🇸🇱 Sierra Leone||Africa||$4.4|
|🇬🇾 Guyana||South America||$7.4|
|🇰🇬 Kyrgyz Republic||Asia||$8.2|
*2019 GDP (latest available) used where IMF estimates for 2021 were unavailable.
Like Tuvalu, many of the world’s smallest economies are in Oceania, including Nauru, Palau, and Kiribati. Additionally, several countries above rely on the tourism industry for over one-third of their employment.
The Fastest Growing Economies in the World in 2021
With 123% projected GDP growth, Libya’s economy is estimated to have the sharpest rise.
Oil is propelling its growth, with 1.2 million barrels being pumped in the country daily. Along with this, exports and a depressed currency are among the primary factors behind its recovery.
2021 Real GDP Growth (Annual % Change)
|2||🇬🇾 Guyana||South America||20.4%|
|7||🇵🇦 Panama||Central America||12.0%|
|8||🇨🇱 Chile||South America||11.0%|
|9||🇵🇪 Peru||South America||10.0%|
|10||🇩🇴 Dominican Republic||Caribbean||9.5%|
Ireland’s economy, with a projected 13% real GDP growth, is being supported by the largest multinational corporations in the world. Facebook, TikTok, Google, Apple, and Pfizer all have their European headquarters in the country, which has a 12.5% corporate tax rate—or about half the global average. But these rates are set to change soon, as Ireland joined the OECD 15% minimum corporate tax rate agreement which was finalized in October 2021.
Macao’s economy bounced back after COVID-19 restrictions began to lift, but more storm clouds are on the horizon for the Chinese district. The CCP’s anti-corruption campaign and recent arrests could signal a more strained relationship between Mainland China and the world’s largest gambling hub.
Looking Ahead at the World’s GDP
The global GDP figure of $94 trillion may seem massive to us today, but such a total might seem much more modest in the future.
In 1970, the world economy was only about $3 trillion in GDP—or 30 times smaller than it is today. Over the next thirty years, the global economy is expected to more or less double again. By 2050, global GDP could total close to $180 trillion.
Correction: In earlier versions of this graphic, countries such as Vietnam and Pakistan were inadvertently not included in the visualization. They have now been added. In cases where the IMF has no data for 2021 (specifically Pakistan, Syria, Afghanistan, and Lebanon), the latest available data is used.
Misc1 week ago
From Greek to Latin: Visualizing the Evolution of the Alphabet
Best of3 weeks ago
Our Top 21 Visualizations of 2021
Markets2 weeks ago
Prediction Consensus: What the Experts See Coming in 2022
Technology2 weeks ago
Companies Gone Public in 2021: Visualizing IPO Valuations
Technology2 days ago
The 20 Internet Giants That Rule the Web
Misc3 weeks ago
Mapped: Top Trending Searches of 2021 in Every U.S. State
Green3 weeks ago
Mapped: 30 Years of Deforestation and Forest Growth, by Country
Markets2 weeks ago
How Every Asset Class, Currency, and S&P 500 Sector Performed in 2021