Markets
Visualizing the Expanse of the ETF Universe
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Visualizing the Expanse of the ETF Universe
View the high resolution version of this infographic by clicking here.
Under the right circumstances, an innovation can scale and flourish.
Within the financial realm, there is perhaps no better example of this than the introduction of exchange-traded funds (ETFs), a new financial technology that emerged out of the index investing phenomenon of the early 1990s.
Since the establishment of the first U.S. ETF in 1993, the financial instrument has gained broad traction — and today, the ETF universe has an astonishing $5.75 trillion in assets under management (AUM), covering almost every niche imaginable.
Navigating the ETF Universe
Today’s data visualization comes to us from iShares by BlackRock, and it visualizes the wide scope of assets covered by the ETF universe.
To start, let’s look at a macro breakdown of the “galaxies” that can be found in the universe:
Global ETFs (AUM, $USD) | Share of Global Total | |
---|---|---|
Equities | $4.39 trillion | 76.4% |
Bonds | $1.12 trillion | 19.5% |
Alternative | $0.20 trillion | 3.5% |
Money market | $0.04 trillion | 0.6% |
All ETFs | $5.75 trillion | 100.00% |
As you can see, equities are by far the largest galaxy in the ETF universe, making up 76.4% of all assets. These clusters likely comprise the ETFs you are most familiar with — for example, funds that track the S&P 500 index or foreign markets.
That said, it’s worth noting that the fastest expanding galaxy is bond ETFs, tracking indices related to the debt issued by governments and corporations. The first bond ETFs were introduced in 2002, and since then the category has grown into a market that exceeds $1 trillion in AUM. Bond ETFs are expected to surpass the $2 trillion mark by 2024.
Everything Under the Sun
While the sheer scale of the ETF universe is captivating, it’s the variety that shows you how ubiquitous the instrument has become.
Today, there are over 8,000 ETFs globally, covering nearly every asset class imaginable. Here are some of the lesser-known and more peculiar corners in the ETF universe:
Thematic ETFs: Gaining popularity in recent years, thematic ETFs are built around long-term trends such as climate change or rapid urbanization. By having more tangible focus points, these funds can also appeal to younger generations of investors.
Contrarian ETFs: In a healthy market, there can be a variety of different positions being taken by investors. Contrarian ETFs help to make this possible, allowing investors to bet against the “herd”.
Factor-based ETFs: This approach uses a rules-based system for selecting investments in the fund portfolio, based on factors typically associated with higher returns such as value, small-caps, momentum, low volatility, quality, or yield.
Global Macro ETFs: Some ETFs are designed to mimic strategies used by hedge fund managers. One example of such a strategy is global macro, which aims to analyze the macroeconomic environment, while taking corresponding long and short positions in various equity, fixed income, currency, commodities, and futures markets.
Commodity ETFs: There are ETFs that track gold or oil, sometimes even storing physical inventories. Interestingly, however, there are commodity ETFs for even more obscure metals and agricultural products, such as zinc, lean hogs, tin, or cocoa beans.
Whether your investments track popular market indices or you are more surgical about your portfolio exposure, the ETF universe is impressively vast — and it’s projected to keep expanding in size and diversity for years to come.
Markets
Made in America: Goods Exports by State
The U.S. exported $1.8 trillion worth of goods in 2021. This infographic looks at where that trade activity took place across the nation.

Made in America: Goods Exports by State
After China, the U.S. is the next largest exporter of goods in the world, shipping out $1.8 trillion worth of goods in 2021—an increase of 23% over the previous year.
Of course, that massive number doesn’t tell the whole story. The U.S. economy is multifaceted, with varying levels of trade activity taking place all across the nation.
Using the latest data on international trade from the U.S. Census Bureau and the U.S. Bureau of Economic Analysis, we’ve visualized the value of America’s goods exports by state.
Top 10 Exporter States
Here are the top 10 American states that exported the highest dollar value worth of goods during 2021. Combined, these export-leading states represent 59.4% of the nation’s total exports.
Rank | State | Total Exports Value | % share |
---|---|---|---|
#1 | Texas | $375.3 billion | 21.4% |
#2 | California | $175.1 billion | 10.0% |
#3 | New York | $84.9 billion | 4.8% |
#4 | Louisiana | $76.8 billion | 4.4% |
#5 | Illinois | $65.9 billion | 3.8% |
#6 | Michigan | $55.5 billion | 3.2% |
#7 | Florida | $55.5 billion | 3.2% |
#8 | Washington | $53.6 billion | 3.1% |
#9 | Ohio | $50.4 billion | 2.9% |
#10 | New Jersey | $49.5 billion | 2.8% |
Top 10 States | $1.04 trillion | 59.4% |
Texas has been the top exporting state in the U.S. for an incredible 20 years in a row.
Last year, Texas exported $375 billion worth of goods, which is more than California ($175 billion), New York ($85 billion), and Louisiana ($77 billion) combined. The state’s largest manufacturing export category is petroleum and coal products, but it’s also important to mention that Texas led the nation in tech exports for the ninth straight year.
California was the second highest exporter of goods in 2021 with a total value of $175 billion, an increase of 12% from the previous year. The state’s main export by value was computer and electronic product manufacturing, representing 17.8% of the total U.S. exports of that industry. California was also second among all states in exports of machinery manufacturing, accounting for 13.9% of the U.S. total.
What Type of Goods are Exported?
Here is a breakdown of the biggest U.S. export categories by value in 2021.
Rank | Product Group | Annual Export Value (2021) | Share of Total Exports |
---|---|---|---|
1 | Mineral fuels including oil | $239.8 billion | 13.7% |
2 | Machinery including computers | $209.3 billion | 11.9% |
3 | Electrical machinery, equipment | $185.4 billion | 10.6% |
4 | Vehicles | $122.2 billion | 7.0% |
5 | Optical, technical, medical apparatus | $91.7 billion | 5.2% |
6 | Aircraft, spacecraft | $89.1 billion | 5.1% |
7 | Gems, precious metals | $82.3 billion | 4.7% |
8 | Pharmaceuticals | $78 billion | 4.4% |
9 | Plastics, plastic articles | $74.3 billion | 4.2% |
10 | Organic chemicals | $42.9 billion | 2.4% |
These top 10 export categories alone represent almost 70% of America’s total exports.
The biggest grower among this list is mineral fuels, up by 59% from last year. Pharmaceuticals saw the second biggest one-year increase (45%).
Top 10 U.S. Exports by Country of Destination
So who is buying “Made in America” products?
Unsurprisingly, neighboring countries Canada (17.5%) and Mexico (15.8%) are the two biggest buyers of American goods. Together, they purchase one-third of American exports.
Rank | Destination Country | Share of U.S. Goods Exports |
---|---|---|
1 | 🇨🇦 Canada | 17.5% |
2 | 🇲🇽 Mexico | 15.8% |
3 | 🇨🇳 China | 8.6% |
4 | 🇯🇵 Japan | 4.3% |
5 | 🇰🇷 South Korea | 3.7% |
6 | 🇩🇪 Germany | 3.7% |
7 | 🇬🇧 United Kingdom | 3.5% |
8 | 🇳🇱 Netherlands | 3.1% |
9 | 🇧🇷 Brazil | 2.7% |
10 | 🇮🇳 India | 2.3% |
Three Asian countries round out the top five list: China (8.6%), Japan (4.3%), and South Korea (3.7%). Together, the top five countries account for around half of all goods exports.
Markets
Visualizing Global Income Distribution Over 200 Years
How has global income distribution changed over history? Below, we show three distinct periods since the Industrial Revolution.

Visualizing Global Income Distribution Over 200 Years
Has the world become more unequal?
With COVID-19 disrupting societies and lower-income countries in particular, social and economic progress made over the last decade is in danger of being reversed. And with rising living costs and inflation across much of the world, experts warn that global income inequality has been exacerbated.
But the good news is that absolute incomes across many poorer countries have significantly risen over the last century of time. And though work remains, poverty levels have fallen dramatically in spite of stark inequality.
To analyze historical trends in global income distribution, this infographic from Our World in Data looks at three periods over the last two centuries. It uses economic data from 1800, 1975, and 2015 compiled by Hans and Ola Rosling.
Methodology
For global income estimates, data was gathered by country across three key variables:
- Population
- GDP per capita
- Gini coefficient, which measures income inequality by statistical distribution
Daily incomes were measured in a hypothetical “international-$” currency, equal to what a U.S. dollar would buy in America in 2011, to allow for comparable incomes across time periods and countries.
Historical Patterns in Global Income Distribution
In 1800, over 80% of the world lived in what we consider extreme poverty today.
At the time, only a small number of countries—predominantly Western European countries, Australia, Canada and the U.S.—saw meaningful economic growth. In fact, research suggests that between 1 CE and 1800 CE the majority of places around the world saw miniscule economic growth (only 0.04% annually).
By 1975, global income distribution became bimodal. Most citizens in developing countries lived below the poverty line, while most in developed countries lived above it, with incomes nearly 10 times higher on average. Post-WWII growth was unusually rapid across developed countries.
Fast forward just 40 years to 2015 and world income distribution changed again. As incomes rose faster in poorer countries than developed ones, many people were lifted out of poverty. Between 1975 and 2015, poverty declined faster than at any other time. Still, steep inequality persisted.
A Tale of Different Economic Outputs
Even as global income distribution has started to even out, economic output has trended in the opposite direction.
As the above interactive chart shows, GDP per capita was much more equal across regions in the 19th century, when it sat around $1,100 per capita on a global basis. Despite many people living below the poverty line during these times, the world also had less wealth to go around.
Today, the global average GDP per capita sits at close to $15,212 or about 14 times higher, but it is not as equally distributed.
At the highest end of the spectrum are Western and European countries. Strong economic growth, greater industrial output, and sufficient legal institutions have helped underpin higher GDP per capita numbers. Meanwhile, countries with the lowest average incomes have not seen the same levels of growth.
This highlights that poverty, and economic prosperity, is heavily influenced by where one lives.
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