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Visualizing 75 Years of U.S. Energy Production
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Visualizing 75 Years of U.S. Energy Production
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Key Takeaways
Coal and natural gas have swapped places since 1950. Coal fell from 41% of U.S. energy production to 10%, while natural gas rose from 20% to 47%.
Crude oil ranked second in both 1950 and 2025, despite falling from nearly 40% of production in the early 1970s to just 15% in 2008.
Total U.S. primary energy production more than tripled over the period, rising from 34.5 to 107.1 quadrillion BTU.
Over the last 75 years, the sources powering U.S. energy production have changed significantly, shaped by new technologies, shifting economics, and major global events.
This visualization tracks the production share and total output of major U.S. energy sources from 1950 to 2025.
Energy production is measured in quadrillion British thermal units (quads). The figures come from the U.S. Energy Information Administration.
75 Years of U.S. Energy Production (1950–2025)
U.S. primary energy production climbed from 34.5 quadrillion BTU in 1950 to 107.1 quadrillion BTU in 2025.
Natural gas accounted for much of that growth, rising from 7.0 to 50.5 quads, an increase of more than sevenfold. Most of the gain came after 2008, when shale drilling ended a four-decade stretch of largely stagnant output.
The data table below shows U.S. energy production by source from 1950 to 2025, measured in quads:
Energy Source1950 (Quads)2025 (Quads)% Change (1950–2025)
Coal14.111.0-22.0%
Natural Gas7.050.5621.4%
Crude Oil11.428.2147.4%
Nuclear0.08.2n/a
Hydroelectric and Geothermal0.31.0233.3%
Solar and Wind0.03.0n/a
Wood and Waste1.62.450.0%
Biofuels and Waste0.02.8n/a
Total U.S. Primary Energy Production34.5107.1210.4%
Coal moved in the opposite direction. Production rose from 14.1 quads in 1950 to a peak of 24.0 quads in 1998, before falling sharply after 2009 as utilities increasingly switched to lower-cost natural gas. By 2025, coal production had declined to 11.0 quads.
Crude oil followed a longer and more volatile path. Production nearly doubled from 11.4 quads in 1950 to 20.4 quads in 1970, then declined for more than three decades to a low of 10.6 quads in 2008.
The same shale techniques that revived natural gas production also pushed crude oil output to a record 28.2 quads in 2025, helping make the U.S. the world’s largest oil producer.
Coal and Natural Gas Have Swapped Places
In 1950, coal was the largest source of U.S. primary energy production, followed by crude oil and natural gas. By 2025, natural gas had moved into first place, crude oil remained second, and coal had fallen to third.
The data table below shows each major energy source’s share of U.S. production in 1950 and 2025:
Energy Source1950
(Share of Energy Mix)2025
(Share of Energy Mix)Percentage Point
Change (1950–2025)
Coal40.9%10.3%-30.6
Natural Gas20.3%47.2%+26.9
Crude Oil33.0%26.3%-6.7
Nuclear0.0%7.7%+7.7
Hydroelectric and Geothermal0.9%0.9%+0.1
Solar and Wind0.0%2.8%+2.8
Wood and Waste4.6%2.2%-2.4
Biofuels and Waste0.0%2.6%+2.6
Crude oil is the one major fuel that ended close to where it began. It supplied 33% of U.S. production in 1950 and 26% in 2025, ranking second in both years. In between, its share rose to nearly 40% in the early 1970s before falling to just 15% by 2008 amid a multidecade production decline.
The shale-driven rebound in oil and natural gas has helped keep the U.S. among a small group of major economies that produce more energy than they consume, alongside countries such as Russia, Saudi Arabia, and Canada.
Renewable sources have also expanded from a relatively small base. Solar, wind, hydroelectric, and biofuels collectively increased their share of U.S. production from 3.4% in 2006 to 6.7% in 2025. Even so, the country’s production mix remains dominated by the same three fossil fuels as in 1950, only in a different order.
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If you enjoyed today’s post, check out Mapped: The World’s Biggest Energy Sources by Country on Voronoi.
Silver vs. Gold: Annual Returns During Downturns
Published 3 hours ago on July 14, 2026
By Cody Good
Graphics & Design
Abha Patil
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The following content is sponsored by Global X Canada
Silver vs. Gold: Annual Returns During Downturns
Key Takeaways
Silver had an annual return of 148% versus gold’s 65% in 2025, showing how much more volatile silver can be during periods of market stress.
During the 2008 downturn, gold rose 3.4% while silver fell 26.9%, but silver rebounded by 57.5% in 2009 and 80.3% in 2010 as conditions improved.
Silver has historically experienced greater volatility than gold during recessions and market downturns. In 2008, for example, gold rose 3.4% while silver fell 26.9%, before silver rebounded 57.5% in 2009 and 80.3% in 2010.
Gold and silver are both precious metals, but the data shows they can behave very differently under stress. Gold tends to act as the steadier metal, while silver reacts more sharply as investor sentiment and industrial demand shift.
This graphic, in partnership with Global X Canada, is the second of three graphics in the Investing in Silver series. It compares annual gold and silver returns during recession and downturn periods using data from the World Bank and Macrotrends.
Mexico Leads with the Most Silver Production
Silver has historically shown larger moves than gold in both directions. In 2025, silver surged nearly 150%, more than doubling gold’s 65% gain.
YearGold Returns (%)Silver Returns (%)
2000-6.26-14.07
20011.41-1.31
200223.963.32
200321.7427.84
20044.9714.24
200517.1229.47
200623.9246.09
200731.5914.42
20083.41-26.9
200927.6357.46
201027.7480.28
201111.65-8
20125.686.28
2013-27.79-34.89
2014-0.19-18.1
2015-11.59-13.59
20168.6315.86
201712.577.12
2018-1.15-9.4
201918.8315.36
202024.4347.44
2021-3.51-11.55
2022-0.232.64
202313.08-0.72
202427.2321.36
202564.69148.14
20264.1323.32
Source: Macrotrends
Silver’s spikes have also followed by sharp reversals. In 2008, silver fell 26.9% while gold rose 3.4%, showing gold’s relative resilience during the global financial crisis.
And yet, silver rebounded strongly in the recovery years that followed, rising 57.5% in 2009 and 80.3% in 2010.
A Higher-Beta Precious Metal
Silver’s sharper moves reflect its dual role as both a precious metal and an industrial input. When markets weaken, silver can be pressured by slowing industrial demand. But when conditions improve, it can rebound quickly as both investor demand and industrial activity recover.
This matters because silver’s volatility can create larger drawdowns, but also larger price movements. For investors, that makes silver a more tactical precious metals exposure than gold.
Investing in Silver
As demand grows from solar, electrification, and industrial applications, silver remains a key metal to watch for investors tracking long-term supply and demand trends.
Global X Canada’s ETFs can help investors access commodities without choosing individual miners.
To learn more, explore the Global X Silver Miners Index ETF (SLVX).
See how SILVX offers potential upside through rising prices and operational growth within the silver sector.
Commissions, management fees, and expenses all may be associated with an investment in products (the “Global X Funds”) managed by Global X Investments Canada Inc. The Global X Funds are not guaranteed, their values change frequently and past performance may not be repeated. Certain Global X Funds may have exposure to leveraged investment techniques that magnify gains and losses which may result in greater volatility in value and could be subject to aggressive investment risk and price volatility risk. Such risks are described in the prospectus. The prospectus contains important detailed information about the Global X Funds. Please read the relevant prospectus before investing.
Certain statements may constitute a forward-looking statement, including those identified by the expression “expect” and similar expressions (including grammatical variations thereof). The forward-looking statements are not historical facts but reflect the author’s current expectations regarding future results or events. These forward-looking statements are subject to a number of risks and uncertainties that could cause actual results or events to differ materially from current expectations. These and other factors should be considered carefully and readers should not place undue reliance on such forward-looking statements. These forward-looking statements are made as of the date hereof and the authors do not undertake to update any forward-looking statement that is contained herein, whether as a result of new information, future events or otherwise, unless required by applicable law.
This communication is intended for informational purposes only and does not constitute an offer to sell or the solicitation of an offer to purchase investment products (the “Global X Funds”) managed by Global X Investments Canada Inc. and is not, and should not be construed as, investment, tax, legal or accounting advice, and should not be relied upon in that regard. Individuals should seek the advice of professionals, as appropriate, regarding any particular investment. Investors should consult their professional advisors prior to implementing any changes to their investment strategies. These investments may not be suitable to the circumstances of an investor.
All comments, opinions and views expressed are generally based on information available as of the date of publication and should not be considered as advice to purchase or to sell mentioned securities. Before making any investment decision, please consult your investment advisor or advisors.
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Mapped: Health Care Spending Per Person by State
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Mapped: Health Care Spending Per Person by State
Key Takeaways:
Americans spent an average of $9,717 per person on health care in 2024, ranging from $7,233 in Utah to $14,044 in Alaska.
Alaska, Washington, D.C., South Dakota, New York, and West Virginia recorded the highest per-capita spending.
Much of the variation reflects differences in health care prices, provider availability, demographics, and geography, not simply how often people receive care.
Health care represents a major share of consumer spending in America, but the amount spent per resident varies considerably by location.
New data from the U.S. Bureau of Economic Analysis highlights the differences in per-capita health care spending across the country in 2024.
The map below ranks every state using the latest Personal Consumption Expenditures by State data from the BEA. Figures are reported in current dollars and allocated according to residents’ state of residence.
Which States Spend the Most on Health Care?
Below is a ranking of states based on per-person health care spending:
RankStatePer-Capita Health Care Spending
1Alaska$14,044
2District of Columbia$13,865
3South Dakota$12,451
4New York$12,221
5West Virginia$12,055
6Delaware$11,987
7Massachusetts$11,985
8North Dakota$11,667
9Vermont$11,493
10Indiana$11,071
11California$11,054
12Maine$10,913
13New Hampshire$10,682
14Connecticut$10,639
15Minnesota$10,567
16New Jersey$10,468
17Pennsylvania$10,262
18Ohio$10,202
19Nebraska$10,192
20Louisiana$10,148
21Wisconsin$10,079
22Missouri$10,036
23Kentucky$9,964
24Oregon$9,931
25Illinois$9,895
26Rhode Island$9,864
27Hawaii$9,808
28Montana$9,747
29Washington$9,693
30Wyoming$9,640
31Florida$9,545
32Maryland$9,456
33Virginia$9,123
34Kansas$9,066
35Oklahoma$9,052
36Michigan$9,023
37Colorado$8,871
38Tennessee$8,761
39North Carolina$8,744
40Georgia$8,680
41Iowa$8,660
42Arkansas$8,562
43Arizona$8,556
44New Mexico$8,469
45Mississippi$8,135
46Idaho$8,078
47Alabama$7,980
48Texas$7,807
49South Carolina$7,741
50Nevada$7,536
51Utah$7,233
Alaska spent nearly twice as much per resident on health care as Utah in 2024.
Several Northeastern states, along with South Dakota and Washington, D.C., also ranked near the top. Meanwhile, much of the Mountain West and South recorded below-average spending.
Why Do Some States Spend More Than Others?
Higher spending does not necessarily mean residents receive more medical care.
Numerous studies have found that differences in prices, especially for hospital and physician services, explain much more of the variation in U.S. health spending than differences in how often people use care. Administrative costs, provider wages, and regional labor markets also play major roles.
State-specific factors matter as well. Alaska’s remote geography and limited provider network make delivering care significantly more expensive, while states with older populations often spend more because seniors tend to use more medical services.
Broader insurance coverage can also increase the share of care captured in personal consumption expenditures.
Health Care Spending Continues to Climb
Nationally, health care expenditures continue to rise.
CMS projects U.S. health spending will approach $9 trillion annually by 2034, driven by increased enrollment in Medicare and Medicaid, along with continued growth in health care prices. Despite already spending more per person than any comparable high-income country, the U.S. is expected to devote an even larger share of its economy to health care over the next decade.
International comparisons show the U.S. spends substantially more on health care than other high-income countries, largely because medical services cost more rather than because Americans use dramatically more care.
As national spending continues to rise, the nearly twofold gap between states highlights how geography remains a major factor in what Americans ultimately spend on health care.
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If you enjoyed this visualization, check out Americans Pay More for Healthcare, Yet Have Shorter Life Expectancy on the Voronoi app, where you can discover thousands of data-driven charts from trusted sources covering health, economics, markets, and more.
Ranked: Homeownership Rates Around the World
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Ranked: Homeownership Rates Around the World
See visuals like this from many other data creators on our Voronoi app. Download it for free on iOS or Android and discover incredible data-driven charts from a variety of trusted sources.
Key Takeaways
Eight of the top 10 countries in the ranking are current or former communist states, led by Slovakia (93.5%) and Romania (92.8%).
China ranks fourth after 1990s housing reforms transferred millions of state-owned homes into private ownership.
Germany (41.0%) and Switzerland (38.2%) have some of the lowest homeownership rates shown despite being among Europe’s wealthiest economies.
Owning a home is often viewed as a hallmark of financial success, but the countries with the highest homeownership rates may not be the ones many people expect.
This graphic ranks countries by the share of households that own the home they live in, using data from the OECD Affordable Housing Database. China’s figure comes from Clark, Huang, and Yi (2019).
The results show how decades-old housing policies continue to shape ownership patterns around the world.
Eastern Europe Dominates the Rankings
Slovakia leads the ranking with a homeownership rate of 93.5%, followed closely by Romania and Croatia.
Current and former communist states dominate the top of the list, with Lithuania, Bulgaria, Poland, and Latvia also placing in the top 10.
RankCountryHomeownership rate
1 Slovak Republic93.5%
2 Romania92.8%
3 Croatia90.4%
4 China90.0%
5 Lithuania86.9%
6 Bulgaria85.2%
7 Poland84.8%
8 Japan84.0%
9 Latvia80.6%
10 Iceland78.4%
11 Italy75.2%
12 Estonia75.0%
13 Slovenia73.9%
14 Spain73.6%
15 Costa Rica73.2%
16 European Union72.5%
17 Norway72.3%
18 Portugal72.1%
19 Czechia71.9%
20 OECD average70.1%
21 Mexico69.6%
22 Canada68.6%
23 United Kingdom68.4%
24 Ireland68.2%
25 Greece68.1%
26 Malta66.0%
27 Belgium65.9%
28 United States65.3%
29 New Zealand63.9%
30 Cyprus63.5%
31 Australia62.7%
32 Luxembourg62.3%
33 Finland61.0%
34 France58.5%
35 Sweden58.2%
36 South Korea58.0%
37 Netherlands57.9%
38 Chile57.1%
39 Türkiye55.7%
40 Denmark52.2%
41 Austria47.9%
42 Germany41.0%
43 Switzerland38.2%
44 Colombia36.0%
This pattern reflects the legacy of socialist housing systems, under which state-owned homes were often privatized and sold to occupants at heavily discounted prices following the fall of communism.
China’s Housing Reforms Created a Nation of Homeowners
China ranks fourth with a homeownership rate of 90.0%.
Much of this can be traced to sweeping housing reforms introduced during the 1990s, when many publicly owned apartments were sold to residents at subsidized prices.
The reforms rapidly expanded private homeownership and helped make residential property a major store of household wealth for many Chinese families. Today, China’s housing market remains central to both consumer wealth and the country’s broader economy.
Many Wealthy Countries Have Lower Ownership Rates
Several of the world’s richest economies rank surprisingly low on the list.
Germany has a homeownership rate of 41.0%, while Switzerland sits at 38.2%, the lowest among the countries shown.
Strong rental markets, tenant protections, and relatively affordable long-term renting can reduce the pressure to buy in these countries.
Canada (68.6%), the United States (65.3%), Australia (62.7%), and France (58.5%) all sit near or below the OECD average of 70.1%. Together, the rankings suggest that housing policy, financing systems, and rental markets can influence homeownership as much as national income.
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Germany Quit Nuclear. So Why Is It Importing More?
Germany Quit Nuclear. So Why Is It Importing More?
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Key Takeaways:
Germany generated 91,790 GWh of nuclear electricity in 2015, but none in 2024 after completing its reactor phaseout.
Estimated nuclear-generated electricity imports more than tripled over the same period, reaching 18,313 GWh in 2024.
Ending domestic nuclear generation does not necessarily eliminate nuclear electricity from an interconnected power system.
Germany’s decision to phase out nuclear power has become one of the world’s most closely watched energy policy experiments. While the country’s last reactors shut down in 2023, Germany remains deeply connected to Europe’s integrated electricity market, where power moves across national borders.
The visualization above, created by DataPulse Research using data from SMARD, estimates how much of Germany’s imported electricity originated from nuclear generation between 2015 and 2024.
Germany’s Nuclear Generation Falls to Zero
Germany’s nuclear generation and estimated nuclear electricity imports are shown below.
YearNuclear Power
Generated Domestically (GWh)Nuclear Power
Imported (GWh)
201591,7905,830
201684,6304,363
201776,3203,979
201876,0006,407
201975,0709,211
202064,3808,757
202169,1307,235
202234,7104,542
20237,22011,778
2024018,313
As domestic generation steadily declined, estimated nuclear electricity imports followed a different trajectory, reaching their highest level in 2024.
Germany’s nuclear phaseout was shaped by decades of political debate and accelerated after the Fukushima disaster in 2011.
As reactors closed, the country expanded renewable energy while continuing to trade electricity across Europe’s interconnected grid. Domestic nuclear generation fell by more than 90,000 GWh between 2015 and 2024.
Why Nuclear Power Still Crosses Borders
Once electricity enters Europe’s interconnected grid, it flows according to supply, demand, and market prices rather than national energy policies. As a result, electricity imported into Germany can include nuclear-generated power from neighboring countries even though Germany no longer operates nuclear reactors.
The nuclear share of Germany’s imports may rise when nuclear generation is abundant and competitively priced in connected markets. According to DataPulse Research’s estimates, these imports increased sharply after Germany’s final reactors closed, highlighting the difference between where electricity is produced and where it is consumed.
Why Some Countries Are Ramping Up Nuclear Investment
Germany’s experience stands in contrast to countries that continue expanding nuclear capacity. Nuclear power can provide reliable, low-carbon electricity with high capacity factors while reducing dependence on imported fossil fuels. Countries with rapidly growing electricity demand or limited domestic energy resources may therefore include it in a diversified energy strategy.
Nuclear power remains one of the energy sector’s most debated technologies. Supporters emphasize its ability to generate large amounts of low-carbon electricity around the clock, while critics point to construction costs, radioactive waste, project delays, and safety concerns. The broader nuclear debate continues to shape energy policy around the world.
The U.S., France, China, Russia, and South Korea maintain extensive reactor fleets because of decades of investment, energy security priorities, and long-term industrial policy. Several are also planning additional reactors. Meanwhile, Germany belongs to a relatively small group of countries that have fully phased out nuclear generation.
Learn More on the Voronoi App
Want to explore more data-driven stories on global security and energy? Check out Mapped: Countries With the Most Nuclear Missiles on the Voronoi app.
Ranked: Where Wealth Is Most Concentrated
Ranked: Where Wealth Is Most Concentrated
See visuals like this from many other data creators on our Voronoi app. Download it for free on iOS or Android and discover incredible data-driven charts from a variety of trusted sources.
Key Takeaways
The UAE and Russia rank highest for wealth concentration, each scoring 82 on UBS’s 2025 wealth Gini Index.
The U.S. ranks sixth, with a wealth concentration score of 77, placing it ahead of India, Mexico, and China.
Among the countries shown, six of the 10 lowest wealth concentration scores are in Europe.
Two countries can have similar levels of wealth but vastly different levels of who owns it.
Using data from the UBS Global Wealth Report 2026, this graphic shows countries by their wealth Gini Index, a measure of how concentrated household wealth is within each economy. A score of 100 indicates one person owns all the wealth, while 0 represents perfect equality.
Behind every economy is a different story of who owns the nation’s wealth, and who benefits most from its growth.
Countries With the Most Concentrated Wealth
The table below ranks selected countries by UBS’s 2025 Wealth Gini Index, which measures how unevenly household wealth is distributed. The rankings include 32 of the 56 markets analyzed in the report, spanning major advanced and emerging economies.
RankCountryGini Index 2025 (0-100)Region
1 UAE82Middle East
2 Russia82Europe
3 South Africa81Africa
4 Brazil81Americas
5 Saudi Arabia78Middle East
6 U.S.77Americas
7 Sweden74Europe
8 India74Asia
9 Türkiye73Middle East
10 Mexico72Americas
11 Chile71Americas
12 Singapore69Asia
13 Switzerland68Europe
14 Germany67Europe
15 Israel66Middle East
16 Hong Kong SAR64Asia
17 Portugal61Europe
18 China (Mainland)60Asia
19 Greece60Europe
20 UK59Europe
21 Taiwan59Asia
22 France57Europe
23 South Korea57Asia
24 Poland57Europe
25 Spain57Europe
26 Hungary56Europe
27 Italy54Europe
28 Japan53Asia
29 Australia53Oceania
30 Qatar47Middle East
31 Belgium46Europe
32 Slovakia38Europe
America’s Wealth Gap Stands Out
The U.S. ranks sixth overall with a wealth Gini score of 77, behind only the UAE, Russia, South Africa, Brazil, and Saudi Arabia.
That ranking comes despite America having the world’s largest millionaire population with 23.6 million people, or roughly 41% of all millionaires globally. At the same time, the country ranks second worldwide in average wealth per adult but only 28th in median wealth, highlighting the large gap between the wealth of the average household and that of the typical American.
Together, these figures illustrate how substantial gains in household wealth have been concentrated among the wealthiest Americans, pushing the U.S. near the top of the global wealth concentration rankings.
Europe Dominates the Lowest Wealth Concentration Rankings
At the opposite end of the spectrum, Europe accounts for six of the 10 lowest wealth concentration scores in the dataset.
Slovakia ranks lowest overall with a score of 38, followed by Belgium (46), Italy (54), Hungary (56), and France, Poland, and Spain (57). The UK also sits well below the U.S. at 59.
Many of these countries combine widespread homeownership, stronger social safety nets, and higher levels of median wealth than countries near the top of the rankings.
Wealth Concentration Is Different From Income Inequality
A country’s wealth concentration is not the same as its income inequality.
Income measures what people earn each year, while wealth includes assets accumulated over decades, such as homes, businesses, pensions, investments, and inheritances. Because wealth compounds over time, it is typically distributed much more unevenly than income.
As housing wealth, stock markets, and private business ownership continue to drive household fortunes, who owns a country’s wealth may become just as important as how much wealth the economy creates.
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Where U.S. Home Prices Have Outpaced Income the Most
Published 8 hours ago on July 13, 2026
By Jenna Ross
Graphics & Design
Athul Alexander
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The following content is sponsored by Terzo
Where U.S. Home Prices Have Outpaced Income the Most
Home prices have climbed faster than incomes across much of America, but nowhere has the gap widened more than in Bend, Oregon. Since 1990, the metro area’s house price-to-income ratio has surged 236%, the biggest increase in the country.
This graphic, created in partnership with Terzo, highlights how homeownership has become increasingly out of reach. It’s part of our Markets in a Minute series, which delivers quick economic insights.
Ranking Metro Areas With the Biggest Surges
Back in 1990, Bend home prices were about 2.7 times higher than incomes. By 2026, the ratio has climbed 236% higher with homes costing 8.9 times more than the median household income.
The area’s housing affordability has been squeezed by population growth that has outpaced homebuilding. Bend has attracted thousands of new residents—many relocating from elsewhere in Oregon and California—while housing supply has struggled to keep up. The Oregon government estimated Bend needs over 33,000 new housing units by 2045, but current production trends put Bend on a trajectory to meet only two-thirds of this requirement.
An influx of higher-income households has also pushed up home prices faster than local incomes.
Metro Area Increase in House-Price-to-Income Ratio
1990–2026
Bend, OR+236%
Coeur d'Alene, ID+187%
Missoula, MT+168%
Bozeman, MT+167%
Corvallis, OR+157%
Salt Lake City, UT+155%
Bellingham, WA+154%
Pocatello, ID+152%
Walla Walla, WA+150%
Kennewick, WA +149%
U.S. Overall+52%
Source: Joint Center for Housing Studies of Harvard University. Metropolitan area labels have been simplified to the first-listed primary city and first-listed state. Data shown is the change in the following ratio: the Median Home Price for Existing Home Sales to the Median Household Income.
Coeur D’Alene had the second-highest jump in its house-price-to-income ratio. The area has seen high population growth, with wealthier out-of-state buyers drawn to the outdoor recreation opportunities and relative affordability compared to other resort towns.
Seniors are also drawn to the lack of state taxes on Social Security. In Northern Idaho, Baby Boomers make up nearly 30% of the population and have created a block in housing inventory by choosing to age in place. As a result, there’s fewer homes on the market, which drives up home prices.
Notably, the top 10 states seeing home prices rise much faster than income are all in the Western region. In fact, in most Western states, housing costs make up 30% or more of income.
Home Prices Rising Faster Than Income: What it Means for Markets
A rapidly rising house-price-to-income ratio is often a sign of a desirable, fast-growing market. Job creation, population growth, and limited housing supply can all push home prices higher as more people compete to live there. For businesses, these markets can offer access to larger customer bases and skilled talent, but they also become increasingly expensive places to recruit and retain employees.
As housing affordability deteriorates, companies may need to offer higher wages, housing benefits, or greater remote-work flexibility to attract workers. Growth can also spill into more affordable neighboring cities as both households and businesses seek lower costs.
One powerful way for businesses to lower costs is by optimizing contract spending. But there’s a major problem: contract data is often trapped in static PDFs or spread across multiple applications.
Unlock AI-driven insights on your company’s spending with Terzo’s NirvanAI and you could get 10% or more annual cost savings.
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Mapped: Where Men Outnumber Women Around the World
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Mapped: Where Men Outnumber Women Around the World
Key Takeaways
Men outnumber women in just one-third of countries, yet the global population still includes roughly 42 million more men than women.
Qatar has the world’s most male-skewed population, with 244 men per 100 women, while Hong Kong has just 82 men per 100 women.
Migration and longevity, rather than birth rates, drive many of today’s largest gender imbalances.
Why do some countries have noticeably more men than women, while others have the opposite pattern?
This map shows which countries have male- or female-majority populations using World Population Review data on the number of males per 100 females.
While sex ratios at birth differ only slightly, demographic forces can produce striking imbalances over time.
Countries Where There Are More Men
Of the 233 countries and territories in the dataset, men outnumber women in just 33%.
RankCountryRatio (Males per 100 females)
1 Qatar243.7
2 United Arab Emirates175.0
3 Oman166.5
4 Bahrain163.2
5 Maldives159.8
6 Kuwait156.5
7 Saudi Arabia152.0
8 Western Sahara122.0
9 Seychelles122.0
10 Palau116.2
11 Bhutan114.5
12 Brunei112.9
13 Northern Mariana Islands112.7
14 Equatorial Guinea111.2
15 Greenland110.2
16 Malaysia109.5
17 Malta108.2
18 Singapore106.8
19 Faroe Islands106.5
20 India106.4
21 Jordan106.0
22 Papua New Guinea105.5
23 Iceland105.2
24 Tuvalu105.0
25 Solomon Islands104.6
26 Andorra104.4
27 Marshall Islands104.4
28 Algeria104.0
29 China103.6
30 Nauru103.5
31 Cape Verde103.4
32 Libya103.3
33 Saint Vincent and the Grenadines103.2
34 Ivory Coast103.2
35 Iran103.2
36 Niger103.1
37 Senegal103.0
38 Gabon102.8
39 Yemen102.7
40 Pakistan102.5
41 Nigeria102.5
42 Guam102.3
43 Afghanistan102.1
44 French Polynesia102.0
45 Egypt101.9
46 Uzbekistan101.8
47 Vanuatu101.8
48 Mali101.8
49 Timor-Leste101.7
50 Belize101.7
51 Norway101.7
52 Sweden101.6
53 Morocco101.6
54 Samoa101.6
55 Cyprus101.5
56 Luxembourg101.5
57 American Samoa101.5
58 Togo101.4
59 Slovenia101.4
60 Honduras101.3
61 Comoros101.1
62 United States101.0
63 Iraq101.0
64 Laos100.9
65 Indonesia100.9
66 Micronesia100.8
67 Cayman Islands100.7
68 Benin100.7
69 Chad100.6
70 Madagascar100.6
71 Paraguay100.5
72 Ethiopia100.4
73 Syria100.4
74 Somalia100.3
75 Bolivia100.3
76 Grenada100.3
77 Turks and Caicos Islands100.0
-- Global Average101.2
Despite the smaller number of male-majority countries, there are roughly 42 million more men than women worldwide.
There are two main reasons for this.
First, the Gulf states are the clearest outliers. Countries such as Qatar, the UAE, Oman, and Kuwait rely heavily on temporary migrant workers employed in construction, energy, and infrastructure, industries dominated by men. Because many of these workers arrive without their families, national gender balances become unusually skewed.
Second, three of the world’s most populous countries, China, India, and the United States, all have more men than women. Although their ratios are less extreme, their large populations magnify the difference.
In India alone, a ratio of 106.3 men per 100 women translates into a male surplus of more than 40 million.
Countries Where There Are More Women
The largest concentration of female-majority countries is found across Eastern Europe and the Caucasus. Former Soviet states account for seven of the 12 countries and territories with the lowest ratios of men to women.
RankCountryRatio (Males per 100 females)
1 Hong Kong81.7
2 Guadeloupe82.4
3 Martinique82.8
4 Moldova85.1
5 Macau85.2
6 Saint Martin85.5
7 Russia86.4
8 Armenia86.5
9 Latvia86.8
10 Ukraine87.1
11 Belarus87.2
12 Georgia87.4
13 Saint Barthelemy88.5
14 Puerto Rico88.7
15 Tonga89.5
16 Aruba89.5
17 Lithuania89.6
18 United States Virgin Islands89.7
19 British Virgin Islands89.8
20 Serbia90.0
21 Reunion90.4
22 El Salvador90.5
23 Wallis and Futuna90.5
24 Nepal90.7
25 Antigua and Barbuda90.9
26 Portugal90.9
27 Estonia91.0
28 Bosnia and Herzegovina91.0
29 Bahamas91.1
30 Curacao91.2
31 Saint Kitts and Nevis91.4
32 Zimbabwe91.4
33 Mayotte92.0
34 Barbados92.1
35 Niue92.3
36 Hungary92.6
37 French Guiana92.9
38 Central African Republic92.9
39 Montenegro92.9
40 Croatia93.3
41 Sri Lanka93.7
42 Bulgaria93.7
43 Poland93.8
44 Romania93.9
45 France94.1
46 Greece94.1
47 Mexico94.1
48 Sint Maarten94.3
49 Uruguay94.3
50 Anguilla94.3
51 Mozambique94.5
52 Thailand94.5
53 Kiribati94.7
54 South Africa94.7
55 Guyana94.7
56 North Macedonia94.8
57 Lebanon94.8
58 Japan95.1
59 Kazakhstan95.1
60 Cook Islands95.2
61 Lesotho95.2
62 Slovakia95.3
63 Malawi95.4
64 Namibia95.4
65 Bermuda95.4
66 Rwanda95.5
67 Monaco95.7
68 Italy95.9
69 Vietnam96.0
70 Tokelau96.1
71 Cambodia96.3
72 Azerbaijan96.3
73 Spain96.4
74 Mauritania96.5
75 Falkland Islands96.6
76 Eswatini96.6
77 Turkmenistan96.6
78 Bangladesh96.7
79 Brazil96.7
80 South Sudan96.7
81 San Marino96.8
82 Tajikistan96.9
83 Nicaragua96.9
84 Saint Pierre and Miquelon97.1
85 Austria97.1
86 United Kingdom97.1
87 Saint Lucia97.1
88 Cuba97.2
89 Czechia97.4
90 Jersey97.4
91 Colombia97.4
92 New Caledonia97.4
93 Belgium97.5
94 Venezuela97.5
95 Trinidad and Tobago97.5
96 Germany97.6
97 Guernsey97.6
98 Costa Rica97.6
99 Tunisia97.6
100 Eritrea97.6
101 Albania97.7
102 Taiwan97.7
103 Kyrgyzstan97.7
104 Jamaica97.7
105 Haiti97.7
106 Guinea-Bissau97.9
107 Isle of Man97.9
108 Finland97.9
109 Ireland98.0
110 Angola98.0
111 Zambia98.1
112 North Korea98.2
113 Djibouti98.2
114 Sudan98.2
115 Guinea98.2
116 Tanzania98.4
117 Guatemala98.4
118 DR Congo98.5
119 Australia98.5
120 Palestine98.5
121 Fiji98.5
122 Uganda98.6
123 Canada98.6
124 Montserrat98.6
125 Argentina98.6
126 Sao Tome and Principe98.7
127 Burundi98.7
128 Dominican Republic98.8
129 Kenya98.8
130 Netherlands98.8
131 Chile98.8
132 Switzerland98.8
133 Denmark98.9
134 Peru98.9
135 Liechtenstein98.9
136 New Zealand98.9
137 Myanmar99.0
138 Gibraltar99.0
139 Gambia99.2
140 Mongolia99.2
141 Botswana99.2
142 Mauritius99.3
143 Burkina Faso99.3
144 Israel99.3
145 Cameroon99.3
146 Ecuador99.4
147 South Korea99.4
148 Dominica99.5
149 Turkey99.5
150 Philippines99.5
151 Sierra Leone99.5
152 Suriname99.7
153 Ghana99.7
154 Liberia99.8
155 Republic of the Congo99.9
-- Global Average101.2
Russia offers one of the region’s most prominent examples. Higher male mortality, shorter male life expectancy, historical wartime losses, and alcohol-related deaths all contribute to its ratio of 86.4 men per 100 women.
Why Sex Ratios Change Over Time
Sex ratios at birth naturally favor boys by a small margin, but populations rarely maintain that balance. Migration, life expectancy, war, public health, and economic opportunity can all reshape a country’s demographic profile over decades.
As these forces evolve, the map represents a snapshot rather than a permanent reality. Countries experiencing rapid immigration, population aging, conflict, or major improvements in healthcare may see their gender balance shift substantially from one generation to the next.
Ranked: The Highest-Paying College Majors
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Ranked: The Highest-Paying College Majors
This was originally posted on our Voronoi app. Download the app for free on iOS or Android and discover incredible data-driven charts from a variety of trusted sources.
Key Takeaways:
Chemical engineering leads all majors with a median mid-career salary of $135,000, followed by computer engineering at $131,000 and aerospace engineering at $130,000.
The annual earnings gap between the highest- and lowest-paying majors exceeds $80,000.
STEM fields occupy 11 of the top 15 positions, highlighting the wage premium associated with technical skills.
College is one of the largest investments many people make, and a student’s field of study can shape its long-term financial return.
Data from the Federal Reserve Bank of New York compares median wages across dozens of college majors for workers ages 35 to 45.
Which Majors Earn the Most by Mid-Career?
The table below ranks college majors by median mid-career wage.
MajorMid-Career Median Wage
Chemical Engineering$135,000
Computer Engineering$131,000
Aerospace Engineering$130,000
Electrical Engineering$123,000
Computer Science$120,000
Construction Services$120,000
Mechanical Engineering$120,000
Civil Engineering$115,000
Economics$115,000
Finance$112,000
Business Analytics$109,000
General Engineering$105,000
Miscellaneous Engineering$105,000
Physics$105,000
Engineering Technologies$104,000
Biochemistry$100,000
Industrial Engineering$100,000
Information Systems & Management$100,000
Marketing$100,000
Mathematics$100,000
Political Science$100,000
Accounting$97,000
Miscellaneous Technologies$96,000
Advertising and Public Relations$92,000
Architecture$91,000
Art History$91,000
Ethnic Studies$90,000
General Business$90,000
International Affairs$90,000
Communications$88,000
Geography$88,000
Journalism$87,000
Nursing$87,000
Chemistry$86,000
Pharmacy$85,000
Biology$83,000
Business Management$82,000
Miscellaneous Physical Sciences$81,000
Agriculture$80,000
Commercial Art & Graphic Design$80,000
Criminal Justice$80,000
Environmental Studies$80,000
History$80,000
Interdisciplinary Studies$80,000
Mass Media$80,000
Medical Technicians$80,000
Miscellaneous Biological Science$80,000
Philosophy$80,000
Public Policy and Law$80,000
Animal and Plant Sciences$79,000
Sociology$79,000
Foreign Language$77,000
English Language$76,000
Earth Sciences$75,000
General Social Sciences$75,000
Leisure and Hospitality$75,000
Liberal Arts$75,000
Performing Arts$75,000
Fine Arts$72,000
Psychology$72,000
Nutrition Sciences$70,000
Treatment Therapy$70,000
Health Services$67,000
Theology and Religion$66,000
Anthropology$65,000
Family and Consumer Sciences$65,000
Secondary Education$62,000
Miscellaneous Education$60,000
Social Services$60,000
General Education$56,000
Special Education$56,000
Elementary Education$55,000
Early Childhood Education$52,000
Overall$87,000
Engineering and technical disciplines dominate the upper end of the ranking. Alongside the three leading majors, electrical engineering pays a median of $123,000, while computer science, construction services, and mechanical engineering each reach $120,000.
Economics, finance, and business analytics are among the highest-ranking fields outside engineering and computer science, with median wages of $115,000, $112,000, and $109,000, respectively. At the other end of the ranking, several education-focused majors have median earnings between $52,000 and $62,000.
These differences can compound substantially over time. Even a gap of tens of thousands of dollars per year can translate into significantly different lifetime earnings, savings, and investment opportunities.
How Much Does Your Major Matter?
The spread between the highest- and lowest-paying majors exceeds $80,000 annually, suggesting that field of study can have a substantial influence on long-term earnings. While this ranking focuses on workers in their mid-career, we also examined which college majors earn the highest salaries right after graduation, highlighting how pay differences begin early and evolve over time.
Research from the Federal Reserve has found that both a student’s major and institution can affect labor market outcomes, partly by shaping access to higher-paying employers and industries. Majors tied to specialized technical skills may also command higher wages because employers have a smaller pool of qualified candidates.
Salary outcomes are not predetermined, however. Industry, location, work experience, internships, professional networks, and certifications can all influence a graduate’s earnings trajectory.
What About Humanities and Graduate School?
Some studies have argued that humanities graduates can narrow earnings gaps later in life as communication, management, and analytical skills become more valuable. In the current data, however, engineering, computer science, economics, and finance remain the clear leaders in median mid-career pay.
Graduate education can also change the equation. For students pursuing advanced degrees, an undergraduate major may be only one factor shaping future earnings. Professional credentials in law, medicine, business, and specialized technical fields can significantly alter career outcomes.
Salary is also only one consideration when choosing a major. Personal interests, job satisfaction, work-life balance, and career flexibility all matter. Still, for students evaluating the financial return on a degree, field of study remains an important part of the equation.
Learn More on the Voronoi App
Want to explore more education and labor market data? Check out Most Underemployed College Degrees on the Voronoi app.
Ranked: Countries With the Most and Least Languages
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Ranked: Countries With the Most and Least Languages
See visuals like this from many other data creators on our Voronoi app. Download it for free on iOS or Android and discover incredible data-driven charts from a variety of trusted sources.
Key Takeaways
Papua New Guinea tops the world with 843 living languages, while North Korea has just two.
Only 20 countries are home to at least 100 living languages.
Geography, isolation, migration, and history have played major roles in shaping linguistic diversity.
Why do some countries have hundreds of living languages while others have only a handful?
Using data from the Summer Institute of Linguistics International via Our World in Data, this graphic ranks the countries with the most and fewest living languages, illustrating the remarkable range of linguistic diversity around the world.
From Papua New Guinea’s 843 languages, the highest in the world, to North Korea’s two, the data highlights how geography, migration, isolation, and history have influenced the languages spoken across nations.
The Countries With the Most Living Languages
Although it is home to fewer than 12 million people, Papua New Guinea has extraordinary linguistic diversity. Its rugged terrain, hundreds of islands, and isolated communities have helped preserve nearly twice as many languages as India, despite having less than 1% of its population.
Indonesia, an archipelago of roughly 17,000 islands, ranks second with 709 living languages, followed by Nigeria, India, and China. A living language is one with at least one native speaker.
RankCountryNumber of Living Languages 2025Region
1 Papua New Guinea843Oceania
2 Indonesia709Asia
3 Nigeria530Africa
4 India454Asia
5 China309Asia
6 Mexico296Americas
7 Cameroon280Africa
8 United States239Americas
9 Australia225Oceania
10 Brazil222Americas
11 DR Congo211Africa
12 Philippines184Asia
13 Malaysia133Asia
14 Chad129Africa
15 Tanzania127Africa
16 Myanmar125Asia
17 Nepal123Asia
18 Russia119Europe
19 Vietnam111Asia
20 Canada101Americas
21 Peru95Americas
22 Ethiopia92Africa
23 Colombia89Americas
24 Côte d'Ivoire88Africa
25 Laos88Asia
26 Ghana83Africa
With 239 living languages, the United States ranks eighth globally. Most are Indigenous languages, many of which are endangered after centuries of displacement and assimilation. Nearly 50 have already disappeared.
Overall, only 20 countries are home to at least 100 living languages. Together, they account for a remarkable share of the world’s linguistic heritage, spanning nearly every inhabited continent.
Why Some Countries Have So Few
Following the division of the Korean Peninsula after World War II, North Korea became one of the world’s most isolated societies. Today, it has just two living languages, Korean and Korean Sign Language, the fewest of any country.
CountryNumber of Living Languages 2025Region
North Korea2Asia
Cuba3Americas
Haiti4Americas
Jamaica4Americas
New Zealand4Oceania
Puerto Rico4Americas
Burundi5Africa
Djibouti5Africa
Dominican Republic5Americas
Eswatini5Africa
Lesotho5Africa
Qatar5Asia
South Korea5Asia
Bahrain6Asia
El Salvador6Americas
Kuwait6Asia
Rwanda6Africa
Tunisia6Africa
Uruguay6Americas
Belarus7Europe
Bosnia and Herzegovina7Europe
Denmark7Europe
Hong Kong7Asia
Mauritania7Africa
Sri Lanka7Asia
Trinidad and Tobago7Americas
Cuba and the Dominican Republic have relatively few living languages because Spanish became dominant after colonization, while Indigenous languages disappeared and later African linguistic influences were largely absorbed into Spanish.
Many countries with few living languages once had greater linguistic diversity. Over centuries, colonization, assimilation, and the decline of Indigenous languages left them with only a small number of native languages that continue to be spoken today.
Learn More on the Voronoi App
To learn more about this topic, check out this graphic on America’s most spoken languages after English and Spanish.
Countries Where Migrants Make Up Less Than 1% of the Population
Countries Where Migrants Make Up
Ranked: The Most Expensive Weddings in History
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Ranked: History’s Most Expensive Weddings
Key Takeaways
The most expensive wedding on record took place in Moscow in 2016 and is estimated to have cost $1.4 billion after adjusting for inflation.
India’s wealthiest families account for three of the ten most expensive weddings ever held, including the 2024 Ambani wedding.
Royal weddings remain among history’s costliest ceremonies, but several billionaire and celebrity weddings now rival them.
Taylor Swift’s wedding in New York dominated headlines, but it barely cracks the list of history’s most expensive weddings.
This visualization ranks the costliest weddings ever held using 2026 estimates from Britannica.
Because wedding budgets are rarely disclosed publicly, many of the figures are estimates or reported ranges. All costs have been adjusted for inflation using the U.S. Consumer Price Index (CPI) through May 2026, allowing for direct comparisons across decades.
The $1.4 Billion Wedding Few People Have Heard Of
Celebrity and royal weddings have dominated headlines for decades. However, the most expensive wedding on record involved a couple far less familiar to most readers.
The 2016 wedding of Khadija Uzhakhova and Said Gutseriev, the son of Russian oil oligarch Mikhail Gutseriev, cost an estimated $1.4 billion after adjusting for inflation. Part of the price tag went toward live performances by Jennifer Lopez, Enrique Iglesias, and Sting.
The following data table ranks history’s most expensive weddings by their inflation-adjusted cost.
RankCoupleWedding Cost (2026 US $)YearLocation
1 Khadija Uzhakhova, Said Gutseriev$1.4B2016 Moscow
2 Radhika Merchant, Anant Ambani$641M-$1.1B2024 Mumbai
3 Diana Spencer, Prince Charles$176M1981London
4 Isha Ambani, Anand Piramal$133M2018 Mumbai
5 Vanisha Mittal, Amit Bhatia$106M2004 Versailles
6 Letizia Ortiz Rocasolano, Prince Felipe$43-$62M2004 Madrid
7 Meghan Markle, Prince Harry$60M2018 Windsor
8 Lauren Sánchez, Jeff Bezos$48-$56M2025 Venice
9 Taylor Swift, Travis Kelce$20-$50M2026 New York
10 Kate Middleton, Prince William$49M2011 London
The Moscow wedding may not have been the only billion-dollar affair. In 2024, Radhika Merchant and Anant Ambani married in Mumbai in a celebration reportedly costing between $641 million and $1.1 billion.
Anant Ambani’s father is Mukesh Ambani, the richest man in Asia. Mukesh Ambani’s daughter, Isha, married Anand Piramal in Mumbai six years earlier. That $100 million wedding featured a $12 million bridal outfit and live performances by Beyoncé and John Legend.
Europe’s Royal Weddings
In 2011, Prince William and Kate Middleton married in London. Their royal wedding cost nearly $50 million after adjusting for inflation. Seven years later, Prince Harry and American actress Meghan Markle held an estimated $60 million wedding at Windsor Castle.
Royal weddings often incur particularly high security costs, but these figures remain well below the estimated cost of the wedding of the two princes’ parents, Charles and Diana Spencer.
Their 1981 wedding reportedly cost $48 million at the time. Adjusted for inflation, that equates to $176 million, making it the third-most expensive wedding on the list. An estimated 750 million television viewers worldwide tuned in to the event, which became known as the “wedding of the century.”
Spain’s monarchy also appears in the ranking. In 2004, Prince Felipe married journalist Letizia Ortiz in a Madrid ceremony estimated to have cost $43–62 million. It was Spain’s first state wedding in half a century.
Where Taylor Swift’s Wedding Ranks
While the United States famously has no royal family, its largest celebrity weddings can generate comparable levels of speculation and media attention.
Most recently, American pop star Taylor Swift married NFL star Travis Kelce at New York’s Madison Square Garden. The wedding reportedly cost between $20 million and $50 million and involved shutting down blocks of Midtown Manhattan to protect guests’ privacy.
That estimate places the wedding in a similar range to the 2025 marriage of Amazon founder Jeff Bezos and former journalist Lauren Sánchez, which reportedly cost between $48 million and $56 million.
Learn More on the Voronoi App
For a closer look at the local response to another recent A-list wedding, read To some locals, Jeff Bezos’ Venice wedding is a symbol of what’s draining their city on Voronoi, the new app from Visual Capitalist.
Ranked: The Most Powerful Countries, According to Global Opinion
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Ranked: The Most Powerful Countries, According to Global Opinion
See visuals like this from many other data creators on our Voronoi app. Download it for free on iOS or Android and discover incredible data-driven charts from a variety of trusted sources.
Key Takeaways
The U.S., China, and Russia form a distinct top tier in global perceptions of power.
Russia ranks third despite having a significantly smaller economy than several countries below it.
South Korea and Saudi Arabia place ahead of traditional powers including France and Japan.
What makes a country powerful?
Military strength remains a defining factor, but global influence is also shaped by economic weight, technological leadership, strategic resources, and diplomatic reach.
This graphic ranks the world’s most powerful countries using data from the University of Pennsylvania Wharton School’s 2026 Best Countries Index, based on a survey of 15,131 adults across 33 countries.
Rather than measuring military or economic strength directly, the rankings reflect how respondents perceive each country’s overall influence.
The World’s Most Powerful Countries in 2026
The table below shows the relative power score for each country across an analysis of 85 nations. The top-ranked country receives a score of 100, with all other scores calculated relative to the leader.
RankCountryRelative Power Score 2026
1 U.S.100.0
2 China93.6
3 Russia91.4
4 UK84.3
5 Germany74.1
6 South Korea62.7
7 Saudi Arabia61.0
8 France59.5
9 Japan59.0
10 UAE58.6
11 Israel56.4
12 India45.0
13 Canada42.1
14 Türkiye32.7
15 Italy31.6
16 Iran28.4
17 Switzerland27.6
18 Ukraine27.6
19 Australia26.1
20 Spain25.2
21 Brazil21.7
22 Singapore20.4
23 Sweden19.5
24 Netherlands18.6
25 Belgium17.6
26 Kuwait17.6
27 Denmark16.9
28 Mexico15.4
29 Egypt14.3
30 Vietnam14.2
31 South Africa13.7
32 Norway12.9
33 Indonesia12.1
34 Poland10.8
35 Portugal10.7
36 Belarus10.2
37 Austria10.1
38 Argentina9.7
39 Finland9.4
40 Bangladesh8.9
The U.S., China, and Russia Stand Apart
The U.S. remains the world’s most powerful country, sitting at the center of the global economy. However, in the survey’s perception-based ranking, China follows closely behind.
Today’s intensifying great-power competition is shaped by China’s grip on rare earth minerals, expansive trade relationships, and growing military sophistication. China also has the world’s largest active-duty military, with roughly two million personnel.
Global perceptions are shifting as well. A separate survey of 46,667 people across 85 countries found that respondents in every region viewed China more favorably than the United States.
Russia ranks third overall, despite having a much smaller economy than several countries below it. Its position reflects the continued influence of its military capabilities, nuclear arsenal, energy resources, and geopolitical reach.
Power Falls Off Quickly
The U.S., China, and Russia form a clear top tier, with scores falling sharply after the first three positions. The UK ranks fourth with a score of 84.3, followed by Germany at 74.1.
Further down the list, South Korea and Saudi Arabia rank ahead of several long-established Western powers. The UAE also enters the top 10, placing above Israel, India, and Canada.
Iran ranks relatively high despite its smaller economy, reflecting perceptions of its regional military influence, missile capabilities, and network of allied groups across the Middle East.
Despite ongoing attacks by the U.S. and Israel, Iran has maintained significant industrial and military capacity four months into the conflict.
How Perceptions Shape the Rankings
The results show that perceived power does not follow a single formula. Military capabilities remain central, but economic scale, technological leadership, strategic resources, diplomatic influence, and the ability to shape international events also affect how countries are viewed.
This helps explain why some nations rank above larger economies, while others with substantial economic output appear lower on the list.
As competition among major powers intensifies, these perceptions are likely to shift alongside the geopolitical landscape.
Learn More on the Voronoi App
To learn more about this topic, check out this graphic showing the countries Americans like most and least.
Mapped: Every Country That Gained Independence Since WWII
Mapped: Every Country That Gained Independence Since WWII
This was originally posted on our Voronoi app. Download the app for free on iOS or Android and discover incredible data-driven charts from a variety of trusted sources.
Key Takeaways:
More than half (54%) of today’s sovereign states gained independence between 1945 and 1994.
Britain and France together account for 62 of the 81 countries shown, reflecting the scale of postwar decolonization.
Two years stand out on the timeline: Africa’s “Year of Independence” in 1960 and the breakup of the Soviet Union in 1991.
Today’s political map is far younger than many people realize. The borders of dozens of modern states were established during the second half of the 20th century as colonial empires dissolved and multinational states fragmented.
This visualization, created by Julie R. Peasley using data consolidated from Wikipedia’s List of National Independence Days, maps every country that gained independence after 1945 and identifies the governing power from which it separated.
The Countries That Gained Independence Since WWII
The table below lists every country included in the visualization, along with its year of independence and the governing power from which it separated.
CountryYearIndependence from
Palau1994U.S.
Armenia1991Soviet Union
Azerbaijan1991Soviet Union
Belarus1991Soviet Union
Estonia1991Soviet Union
Georgia1991Soviet Union
Kazakhstan1991Soviet Union
Kyrgyzstan1991Soviet Union
Latvia1991Soviet Union
Lithuania1991Soviet Union
Moldova1991Soviet Union
Tajikistan1991Soviet Union
Turkmenistan1991Soviet Union
Ukraine1991Soviet Union
Uzbekistan1991Soviet Union
Micronesia1986U.S.
Brunei1984UK
St Kitts and Nevis1983UK
Antigua and Barbuda1981UK
Belize1981UK
Vanuatu1980UK
Kiribati1979UK
Marshall Islands1979U.S.
St Lucia1979UK
St Vincent and the Grenadines1979UK
Dominica1978UK
Solomon Islands1978UK
Tuvalu1978UK
Djibouti1977France
Seychelles1976UK
Angola1975Portugal
Cape Verde1975Portugal
Comoros1975France
Mozambique1975Portugal
São Tomé and Príncipe1975Portugal
Suriname1975Netherlands
Timor-Leste1975Portugal
Grenada1974UK
Guinea-Bissau1974Portugal
Bahamas, the1973UK
Bahrain1971UK
Qatar1971UK
United Arab Emirates1971UK
Fiji1970UK
Tonga1970UK
Equatorial Guinea1968Spain
Eswatini1968UK
Mauritius1968UK
Nauru1968UK
Yemen1967UK
Barbados1966UK
Botswana1966UK
Guyana1966UK
Lesotho1966UK
Gambia, The1965UK
Maldives1965UK
Malawi1964UK
Malta1964UK
Zambia1964UK
Kenya1963UK
Algeria1962France
Burundi1962Belgium
Jamaica1962UK
Rwanda1962Belgium
Trinidad and Tobago1962UK
Uganda1962UK
Kuwait1961UK
Sierra Leone1961UK
Tanzania1961UK
Benin1960France
Burkina Faso1960France
Cameroon1960France
Central African Republic1960France
Chad1960France
DR Congo1960Belgium
Congo, Republic of the1960France
Côte d'Ivoire1960France
Cyprus1960UK
Gabon1960France
Madagascar1960France
Mali1960France
Mauritania1960France
Niger1960France
Nigeria1960UK
Senegal1960France
Somalia1960Italy
Togo1960France
Guinea1958France
Ghana1957UK
Malaysia1957UK
Egypt1956UK
Morocco1956France/Spain
Sudan1956UK
Tunisia1956France
Cambodia1953France
Libya1951Italy
Israel1948UK
Myanmar1948UK
Sri Lanka1948UK
India1947UK
Pakistan1947UK
Jordan1946UK
Syria1946France
Indonesia1945Netherlands
Vietnam1945France
Postwar Decolonization in Britain and France
Of the 81 countries shown, 36 gained independence from the United Kingdom, making Britain the largest governing power represented in the dataset. France follows with 26 former colonies, while the Soviet Union accounts for 14 republics that became independent following its dissolution in 1991.
Far fewer countries separated from Portugal (5), Belgium (3), the United States (3), Italy (2), the Netherlands (2), and Spain (1).
These figures reflect the immense geographic reach of the British and French empires, which at their peaks controlled territories across Africa, Asia, and the Middle East. The British Empire became the largest empire in history by land area, covering nearly one-quarter of Earth’s land surface at its height.
Why Africa Became the Epicenter of Independence
The year 1960 is often called the “Year of Africa,” and the visualization shows why. Eighteen countries achieved independence that year, including Nigeria, Chad, Senegal, Mali, Madagascar, and Cameroon. Seventeen of the 18 were in Africa.
African independence movements accelerated after World War II as European powers faced mounting economic pressures, growing nationalist movements, and increasing international support for self-determination.
Countries followed different paths to independence, ranging from negotiation to prolonged conflict, but collectively reshaped the continent within a few decades.
The Soviet Union’s Collapse Created Another Wave
The second major spike occurred in 1991, when the dissolution of the Soviet Union produced 14 newly independent states stretching from the Baltic Sea to Central Asia.
Unlike the gradual decolonization of Africa and Asia, countries including Ukraine, Kazakhstan, Armenia, Georgia, and the Baltic states emerged within a single year as one multinational political union fragmented into sovereign republics.
While historians continue to debate whether the Soviet Union functioned as a colonial power in the traditional sense, its breakup redrew international borders and substantially increased the number of independent states.
The Lasting Legacy of Decolonization
Independence reshaped borders, but it did not erase the influence of empire. Many newly sovereign countries inherited colonial-era borders, export-oriented economies, legal systems, and administrative institutions.
Some transitions to independence were also accompanied by political instability or armed conflict, underscoring the challenges of state formation. These legacies continue to influence governance, trade, language, migration, cultural identity, and geopolitical relationships across former empires.
Learn More on the Voronoi App
To explore more visualizations on geopolitics and how countries are governed today, check out Types of Government: A Population-Adjusted Breakdown on the Voronoi app.
Mapped: The Most Dangerous States in the U.S.
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Mapped: The Most Dangerous States in the U.S.
See visuals like this from many other data creators on our Voronoi app. Download it for free on iOS or Android and discover incredible data-driven charts from a variety of trusted sources.
Key Takeaways
Washington, D.C. recorded the nation’s highest violent crime rate, while Alaska ranked first among the 50 states.
New Mexico had the highest rate in the contiguous U.S., at 645 violent crimes per 100,000 residents.
Many Northeastern states, led by Maine, reported the country’s lowest violent crime rates.
Where you live can significantly affect your likelihood of experiencing violent crime, with reported rates varying severalfold across the United States.
This map ranks every U.S. state and the District of Columbia by reported violent crimes per 100,000 residents between March 2025 and February 2026.
The figures include murder, rape, robbery, and aggravated assault, using data from the FBI Crime Data Explorer.
Washington, D.C. and Alaska Top the Rankings
Washington, D.C. recorded the nation’s highest violent crime rate at 789 incidents per 100,000 residents.
D.C.’s rate is partly elevated because it is an entirely urban jurisdiction, unlike states that also include suburban and rural areas.
RankState/DistrictViolent crime rate per 100K people (Mar 2025–Feb 2026)
1District of Columbia789
2Alaska731
3New Mexico645
4Arkansas533
5Tennessee482
6Kansas465
7Louisiana461
8Colorado429
9Missouri428
10Michigan426
11California417
12Montana414
13Oklahoma408
14New York389
15Arizona379
16Nevada379
17South Carolina376
18Maryland353
19Delaware345
20Texas343
21Alabama335
22South Dakota322
23North Carolina316
24Oregon311
25Washington290
26Indiana289
27Ohio283
28Georgia281
29Massachusetts267
30West Virginia260
31Florida252
32Illinois250
33Wisconsin239
34Iowa239
35North Dakota230
36Minnesota224
37Pennsylvania222
38Nebraska222
39Utah220
40Idaho218
41Vermont212
42Mississippi207
43Kentucky207
44Virginia201
45New Jersey194
46Hawaii190
47Wyoming189
48Rhode Island143
49New Hampshire121
50Connecticut108
51Maine92
Alaska ranked second overall, with 731 violent crimes per 100,000 residents. The state’s elevated rate was largely driven by higher levels of rape and aggravated assault.
Meanwhile, New Mexico recorded 645 violent crimes per 100,000 residents, the highest rate in the contiguous United States.
South and Southwest See Higher Rates
The South and Southwest account for many of the country’s highest violent crime rates. Alongside New Mexico, Arkansas, Tennessee, Louisiana, Oklahoma, and Texas all ranked in the upper half of the list, though the underlying factors vary widely by state.
For example, New Orleans has more murders per capita than any other city in the country, contributing to Louisiana’s rate of 461 violent crimes per 100,000 people, the seventh highest in the country.
More broadly, violent crime is shaped by a range of factors, including poverty, policing strategies, substance abuse, and population density.
Northeastern States Report the Lowest Crime Rates
The Northeast dominates the bottom of the ranking. Maine reported the nation’s lowest violent crime rate at just 92 incidents per 100,000 residents, followed by Connecticut, New Hampshire, and Rhode Island.
Several other Northeastern states, including New Jersey and Massachusetts, also posted relatively low rates.
Although crime rates differ substantially across states, violent crime in the U.S. has generally declined over the past several decades. This makes today’s geographic differences more notable than the long-term national trend.
Learn More on the Voronoi App
If you enjoyed today’s post, check out Mapped: U.S. Financial Crimes by State on Voronoi.
Ranked: The Best Countries for Quality of Life in 2026
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Ranked: The Best Countries for Quality of Life in 2026
See visuals like this from many other data creators on our Voronoi app. Download it for free on iOS or Android and discover incredible data-driven charts from a variety of trusted sources.
Key Takeaways
Sweden ranks first in the 2026 Best Countries quality of life rankings, ahead of Denmark and Canada.
Europe accounts for 20 of the world’s top 30 countries, led by a strong Nordic showing.
The U.S. ranks 27th overall, placing last among G7 economies.
What makes a country a great place to live?
Based on perceptions from 15,131 adults across 33 countries, The Wharton School’s 2026 Best Countries Index ranks the nations seen as offering the world’s highest quality of life.
The rankings highlight countries viewed as offering a strong combination of safety, healthcare, education, economic opportunity, and public services, while also revealing how sharply perceptions differ across regions.
The Countries With the Highest Quality of Life
Sweden ranks first in the 2026 index, followed closely by Denmark and Canada. Europe dominates the rankings overall, with 20 of the top 30 countries coming from the region.
The index evaluates 85 countries that met benchmarks for GDP, foreign direct investment, tourism, or human development. Sweden serves as the benchmark with a score of 100, while every other country is indexed relative to its performance.
RankCountry2026 Quality of Life Score
1 Sweden100.0
2 Denmark98.2
3 Canada95.0
4 Switzerland94.8
5 Finland92.4
6 Norway92.4
7 Netherlands90.8
8 Australia87.5
9 Germany82.9
10 Belgium78.6
11 Austria76.7
12 New Zealand74.0
13 UK73.7
14 Japan73.4
15 Luxembourg69.9
16 Ireland63.5
17 Singapore61.6
18 Poland59.6
19 Spain56.7
20 France56.2
21 Portugal56.1
22 Iceland55.8
23 UAE52.2
24 South Korea51.7
25 Italy49.9
26 China49.8
27 U.S.48.6
28 Greece36.2
29 Saudi Arabia35.6
30 Czechia32.3
Countries near the top tend to share similar characteristics: reliable public institutions, accessible healthcare, high levels of safety, and a strong sense of social trust. Together, these attributes have helped build reputations that extend well beyond their borders.
The results broadly align with other international rankings. Finland has topped the World Happiness Report for nine consecutive years, while Denmark, Norway, and Sweden consistently rank among the world’s leaders for well-being, social trust, and life satisfaction.
The Countries With the Lowest Quality of Life
Persistent conflict, weak institutions, and economic instability remain common threads among many of the lowest-ranked countries, influencing how they are viewed around the world.
RankCountry2026 Quality of Life Score
85 Ukraine0.0
84 Iran1.8
83 Lebanon4.1
82 Kazakhstan4.4
81 Cameroon6.5
80 Azerbaijan7.0
79 Uzbekistan7.3
78 Ghana8.0
77 Algeria8.0
76 Belarus8.2
75 Kenya8.5
74 Serbia8.6
73 South Africa8.6
72 Guatemala9.1
71 Sri Lanka9.2
70 Ecuador9.3
69 Colombia9.7
68 Dominican Republic9.9
67 Jordan10.6
66 Panama10.8
65 Bangladesh11.3
64 Cambodia11.8
63 Israel11.9
62 Peru12.1
61 Tunisia12.7
60 Costa Rica13.5
59 Oman14.7
58 Lithuania14.9
57 Chile15.6
56 Uruguay15.7
Ukraine ranks last in the index, illustrating how war reshapes nearly every dimension of quality of life, from personal safety and healthcare to economic opportunity and public services. Iran and Lebanon complete the bottom three, reflecting the lasting toll of prolonged instability.
The U.S. Ranks Last Among G7 Economies
Despite being the world’s largest economy, the United States ranks just 27th overall, placing behind every other G7 country in perceived quality of life.
That gap is reflected in other measures of well-being. Americans have the lowest life expectancy among G7 countries, despite the U.S. spending more on healthcare than any other nation.
Together, these outcomes underscore that quality of life extends beyond economic output, encompassing education, public safety, environmental quality, and confidence in institutions.
The rankings highlight that economic strength alone is no longer enough to shape perceptions of quality of life. Instead, countries with trusted institutions, accessible healthcare, public safety, and strong social support continue to set the global benchmark.
Learn More on the Voronoi App
To learn more about this topic, check out this graphic on the world’s most and least free countries.
Mapped: Europe’s Military Spending by GDP
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Mapped: Europe’s Military Spending by GDP
See visuals like this from many other data creators on our Voronoi app. Download it for free on iOS or Android and discover incredible data-driven charts from a variety of trusted sources.
Key Takeaways
Ukraine spent nearly 40% of GDP on defense in 2025, by far the highest share in Europe.
Excluding Ukraine, European countries spent an average of roughly 2% of GDP, with eastern NATO members generally spending the most.
NATO members have pledged to raise defense spending toward 5% of GDP by 2035, reflecting Europe’s accelerating rearmament.
After decades of relative peace, Europe faces heightened military tensions following Russia’s 2022 invasion of Ukraine. Most Western European countries, however, continue to spend relatively little on defense.
This map highlights countries’ military spending as a percentage of gross domestic product (GDP) in 2025 using the latest data available from the SIPRI Military Expenditures Database.
The continental average is 2.94% of GDP, although Ukraine’s exceptionally high military spending raises that figure considerably.
The War Economies
Ukraine is by far the largest relative military spender on the continent. In 2025, the war-torn Eastern European country spent the equivalent of 39.56% of its GDP, higher in percentage terms than the next 11 countries combined.
Neighboring Russia, which has a far larger economy, spends the equivalent of 7.50% of GDP on its military, well ahead of the rest of the continent. Russia is able to finance roughly double Ukraine’s overall military expenditure even as international sanctions have impacted its growth.
This data table lists European countries alongside their 2025 military spending as a percentage of GDP.
RankCountry2025 military spending (% of GDP)
1 Ukraine39.56%
2 Russia7.50%
3 Poland4.50%
4 Latvia3.61%
5 Estonia3.37%
6 Norway3.28%
7 Denmark3.25%
8 Serbia2.76%
9 Finland2.57%
10 Sweden2.47%
11 Belarus2.40%
12 United Kingdom2.35%
13 Romania2.28%
14 Germany2.27%
15 Netherlands2.19%
16 Spain2.13%
17 Hungary2.04%
18 Albania2.03%
19 France2.03%
20 Slovakia2.03%
21 Croatia2.02%
22 Belgium2.01%
23 Bulgaria2.01%
24 North Macedonia1.97%
25 Türkiye1.91%
26 Italy1.89%
27 Montenegro1.89%
28 Kosovo1.85%
29 Czechia1.84%
30 Lithuania1.83%
31 Georgia1.75%
32 Portugal1.71%
33 Cyprus1.61%
34 Slovenia1.54%
35 Greece1.17%
36 Austria1.10%
37 Luxembourg0.85%
38 Switzerland0.76%
39 Bosnia and Herzegovina0.73%
40 Moldova0.56%
41 Malta0.45%
42 Ireland0.22%
43 Iceland0.00%
Russia invaded Ukraine in late February 2022. More than four years later, both countries have transitioned into war economies in which industrial and manufacturing output is increasingly concentrated on defense.
In Ukraine, this has taken the form of a world-class drone fleet, which Kyiv uses to help offset Moscow’s significant numerical and logistical advantages on the battlefield. Ukraine has also relied on aid packages and loans from Western allies, particularly the European Union.
Defense Spending: East vs. West
Russia’s other European neighbors have taken notice and boosted their own military spending to deter further aggression.
Poland leads the way with defense spending equal to 4.50% of GDP. Latvia and Estonia also rank among Europe’s largest relative military spenders at 3.61% and 3.37%, respectively, while Lithuania spends 1.83%. Further north, Finland spends 2.57% of GDP on defense, while neighboring Norway reaches 3.28%.
In contrast, the large Western European powers spend relatively little compared with the size of their economies. The United Kingdom reaches 2.35% of GDP, followed by Germany at 2.27%, Spain at 2.13%, and France at 2.03%. Italy trails the group at 1.89% of GDP.
While factors such as nuclear weapons and economic size also play a role, the split in defense spending between countries that border Russia and the rest of Europe has become increasingly pronounced in recent years.
NATO and the Five-Percent Rule
A total of 30 European countries belong to the North Atlantic Treaty Organization (NATO) as of 2026, including its newest members, Finland (2.57%) and Sweden (2.47%), as well as Black Sea regional power Türkiye (1.91%). The alliance has pledged to raise defense spending to 5% of GDP by 2035, although Spain is exempt.
Russian aggression and the war in Ukraine have driven this shift toward rearmament. Increased pressure from the United States, NATO’s largest military power, has also played a role, particularly during the second presidency of Donald Trump.
Long-standing U.S. frustration with European underspending on defense has led White House officials to consider withdrawing from NATO or refusing to aid any European country invaded by Russia. Those concerns have helped motivate greater defense spending increases in non-nuclear countries such as Germany, Norway, and the Baltic states.
Learn More on the Voronoi App
Wondering which companies are profiting most from this rearmament? Check out The Top 10 Largest Defense Contractors in America on Voronoi, the new app from Visual Capitalist.
Mapped: Which Countries Spend the Most on Education?
Mapped: Which Countries Spend the Most on Education?
This was originally posted on our Voronoi app. Download the app for free on iOS or Android and discover incredible data-driven charts from a variety of trusted sources.
Key Takeaways:
Kiribati allocates 16.4% of GDP to education, the highest share in the world, while several countries spend less than 2%.
Among the world’s 40 largest economies, Sweden (7.3%) devotes the largest share of GDP to education, while Indonesia (1.3%) spends the least.
Most countries invest between 4% and 6% of GDP in education, despite wide differences in income levels.
Government spending on education offers a window into national priorities, but comparing raw budgets can be misleading.
This visualization, created by Iswardi Ishak, maps education spending as a share of GDP across 181 countries using data from the UNESCO Institute for Statistics, with additional data from Our World in Data.
Expressing spending as a share of GDP makes it easier to compare countries with vastly different economic sizes. While national wealth influences education budgets, policy choices, demographics, and fiscal capacity also shape how much governments invest in their education systems.
Education Spending as a Share of GDP, by Country
The table below shows education spending as a share of GDP across 181 countries.
RankCountry/TerritoryEducation Spending as % of GDP
1 Kiribati16.39
2 Tuvalu12.85
3 Micronesia11.56
4 Namibia9.08
5 Algeria8.98
6 Cuba8.44
7 Solomon Islands8.29
8 Botswana8.06
9 Marshall Islands7.70
10 Vanuatu7.64
11 Mauritania7.61
12 Bolivia7.54
13 Sweden7.32
14 Iceland7.31
15 Kyrgyzstan6.83
16 Tunisia6.73
17 Lesotho6.62
18 Moldova6.56
19 Saint Vincent and the Grenadines6.46
20 Kuwait6.44
21 Finland6.38
22 Denmark6.36
23 Belgium6.28
24 Senegal6.16
25 Eswatini6.03
26 South Africa6.02
27 Morocco6.02
28 Mozambique5.98
29 Israel5.93
30 United Kingdom5.91
31 Bhutan5.85
32 Nauru5.78
33 Brazil5.62
34 Jamaica5.51
35 Uzbekistan5.47
36 Samoa5.46
37 Tajikistan5.44
38 Palestine5.43
39 Norway5.43
40 United States5.42
41 South Korea5.41
42 Dominica5.39
43 Burkina Faso5.33
44 France5.32
45 Costa Rica5.31
46 Tonga5.31
47 Slovenia5.28
48 Austria5.28
49 Colombia5.26
50 East Timor5.24
51 Germany5.24
52 New Zealand5.21
53 Mongolia5.21
54 Estonia5.21
55 Netherlands5.18
56 Maldives5.17
57 Ukraine5.14
58 Grenada5.13
59 Australia5.06
60 Belarus5.05
61 Sao Tome and Principe5.03
62 Argentina5.00
63 Chile4.91
64 Kazakhstan4.86
65 Switzerland4.86
66 Canada4.84
67 Uruguay4.76
68 Cyprus4.74
69 Malta4.71
70 Slovakia4.66
71 Belize4.62
72 Rwanda4.61
73 Spain4.59
74 Portugal4.55
75 Honduras4.55
76 Burundi4.50
77 Bulgaria4.50
78 Saudi Arabia4.48
79 Seychelles4.45
80 Guyana4.45
81 Brunei4.43
82 Oman4.38
83 Peru4.36
84 Cape Verde4.35
85 Afghanistan4.34
86 Latvia4.32
87 Poland4.31
88 Czechia4.30
89 Turkmenistan4.29
90 Puerto Rico4.27
91 Lithuania4.25
92 Mauritius4.25
93 Fiji4.25
94 Mali4.18
95 Russia4.16
96 Togo4.14
97 India4.10
98 Croatia4.09
99 Niger4.07
100 Zambia4.07
101 Italy4.07
102 Mexico4.06
103 Kenya4.02
104 Georgia3.98
105 Philippines3.97
106 China3.90
107 United Arab Emirates3.89
108 Saint Lucia3.85
109 Hungary3.80
110 Dominican Republic3.76
111 Djibouti3.75
112 Luxembourg3.74
113 Ecuador3.69
114 Nepal3.69
115 Azerbaijan3.66
116 Cote d'Ivoire3.61
117 Barbados3.56
118 Paraguay3.53
119 Malaysia3.51
120 Saint Kitts and Nevis3.50
121 Palau3.44
122 Serbia3.40
123 Greece3.38
124 Congo3.34
125 Japan3.34
126 El Salvador3.32
127 Romania3.28
128 Bosnia and Herzegovina3.25
129 Qatar3.23
130 Trinidad and Tobago3.23
131 Jordan3.23
132 Benin3.23
133 Chad3.20
134 Tanzania3.16
135 Antigua and Barbuda3.11
136 Turkey3.10
137 Albania3.09
138 Guatemala3.08
139 Madagascar3.05
140 Ghana2.91
141 Ireland2.90
142 San Marino2.90
143 Vietnam2.89
144 Nicaragua2.87
145 Suriname2.87
146 Democratic Republic of Congo2.84
147 Cameroon2.84
148 Iran2.82
149 Gambia2.81
150 Malawi2.75
151 Bahamas2.74
152 Sierra Leone2.62
153 Uganda2.56
154 Thailand2.52
155 Angola2.51
156 Panama2.47
157 Armenia2.44
158 Comoros2.34
159 Gabon2.32
160 Ethiopia2.30
161 Liberia2.27
162 Singapore2.19
163 Cambodia2.18
164 Bangladesh2.03
165 Myanmar2.00
166 Pakistan1.95
167 Andorra1.90
168 Bahrain1.89
169 Central African Republic1.83
170 Sri Lanka1.83
171 Monaco1.73
172 Guinea1.72
173 South Sudan1.57
174 Indonesia1.28
175 Laos1.23
176 Lebanon1.22
177 Haiti0.96
178 Papua New Guinea0.78
179 Zimbabwe0.38
180 Nigeria0.32
181 Somalia0.0000081
Small island nations dominate the top of the global rankings. Kiribati leads at 16.4% of GDP, followed by Tuvalu (12.9%) and Micronesia (11.6%). Namibia (9.1%) and Algeria (9.0%) also rank highly, showing that large education budgets relative to GDP are not limited to wealthy economies.
Among the world’s 40 largest economies, Sweden leads with 7.3% of GDP dedicated to education, followed by Denmark (6.4%) and Belgium (6.3%). The U.K. (5.9%), Brazil (5.6%), the U.S. (5.4%), and South Korea (5.4%) also rank among the highest-spending major economies.
Why Do Some Countries Spend More Than Others?
Education spending reflects a combination of political priorities, demographics, and fiscal capacity. According to the OECD, countries with younger populations often require larger investments to accommodate growing numbers of students, while aging societies may face less enrollment pressure. Governments must also balance education spending against competing demands such as healthcare, pensions, and infrastructure.
Spending alone, however, does not determine educational outcomes. The World Bank argues that how funds are allocated can be just as important as the size of the budget. Teacher quality, governance, and accountability can all influence whether additional spending improves learning outcomes.
Patterns Across Major Economies
Economic development alone does not explain education spending. High-income countries appear near both the top and bottom of the rankings among major economies. Sweden and Denmark devote more than 6% of GDP to education, while Singapore (2.2%), Ireland (2.9%), and Japan (3.3%) spend considerably smaller shares.
Several emerging economies also allocate larger shares than many wealthier countries. Brazil spends 5.6% of GDP on education, while South Africa spends 6.0%. This suggests that education budgets depend on national policy choices as much as economic output, much like broader differences in tax revenue as a share of GDP.
A higher share of GDP does not automatically translate into stronger educational outcomes. Results also depend on how effectively funding is used, including the quality of teaching, curriculum design, governance, and access to education. Countries with similar spending levels can therefore achieve very different outcomes.
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For another look at how economic conditions vary around the world, see India is Projected to Have the Highest GDP Growth of Key Economies on the Voronoi app.
The World’s Biggest Gold, Silver, and Platinum Reserves
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The World’s Biggest Gold, Silver, and Platinum Reserves
See visuals like this from many other data creators on our Voronoi app. Download it for free on iOS or Android and discover incredible data-driven charts from a variety of trusted sources.
Key Takeaways
Australia and Russia together hold nearly 40% of the world’s known gold reserves.
Peru holds the largest share of global silver reserves, ahead of Russia and Australia.
South Africa accounts for roughly 83% of global platinum group metal reserves.
Precious metals are among the world’s most valuable natural resources, serving as both financial assets and critical industrial materials.
While gold is prized as a store of value, silver and platinum group metals play essential roles in manufacturing, clean energy technologies, and electronics.
This graphic compares the countries with the largest known reserves of these strategically important metals. The data for this visualization comes from the U.S. Geological Survey’s Mineral Commodity Summaries 2026, based on economically recoverable deposits.
Australia and Russia Lead in Gold
Australia holds the world’s largest gold reserves at 13,000 metric tons, representing roughly one-fifth of the global total.
Russia follows closely with 12,000 metric tons, while South Africa, once the world’s dominant gold producer, ranks a distant third.
CountryGold Reserves (metric tons)Share of world total
Australia13,00020%
Russia12,00018%
South Africa5,0008%
Indonesia3,6006%
Canada3,2005%
Other29,20044%
World total66,000100%
Together, Australia and Russia account for nearly two-fifths of known global gold reserves. As central banks continue accumulating gold and miners face declining ore grades, these reserves represent an important long-term strategic asset.
Silver Reserves Are More Broadly Distributed
Peru leads global silver reserves with 110,000 metric tons, followed by Russia and Australia with roughly equal shares.
CountrySilver Reserves (metric tons)Share of world total
Peru110,00018%
Russia92,00015%
Australia91,00015%
China67,00011%
Poland59,00010%
Other191,00031%
World Total610,000100%
Unlike gold, no single country dominates global silver reserves. The top five countries account for about two-thirds of the world’s total, highlighting silver’s broader geographic distribution.
Because silver is used extensively in solar panels, electronics, and industrial applications, these reserves are becoming increasingly important as demand grows alongside the energy transition.
South Africa Dominates Platinum Group Metal Reserves
The distribution of platinum group metals is far more concentrated than either gold or silver.
South Africa holds approximately 83% of global reserves, making it by far the world’s most important holder of these critical minerals.
CountryPlatinum group metal reserves (kilograms)Share of world total
South Africa63,000,00083%
Russia11,000,00015%
Zimbabwe1,300,0002%
United States590,0001%
Canada310,0000.4%
World total>76,000,000100%
Outside South Africa and Russia, platinum group metal reserves are relatively limited. This concentration means supply can be especially sensitive to disruptions in just a handful of producing countries.
Platinum group metals—which include platinum, palladium, rhodium, iridium, osmium, and ruthenium—are indispensable in catalytic converters, electronics, jewelry, medical devices, and emerging hydrogen fuel cell technologies.
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If you enjoyed today’s post, check out All of the World’s Gold, in One Visual on Voronoi.
Ranked: The World’s Largest Tank Fleets in 2026
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Ranked: The World’s Largest Tank Fleets in 2026
See visuals like this from many other data creators on our Voronoi app. Download it for free on iOS or Android and discover incredible data-driven charts from a variety of trusted sources.
Key Takeaways
China has the world’s largest combat tank fleet in 2026, with 5,870 vehicles.
Russia and North Korea rank second and third, but much of their tank fleets consist of older Soviet-derived designs.
China now fields the world’s largest combat tank fleet, ranking ahead of Russia, North Korea, and the United States.
While recent conflicts have exposed the vulnerabilities of armored vehicles, tanks remain a core component of conventional land warfare for many militaries.
This graphic ranks the 15 countries with the largest combat tank inventories in 2026 using data from Global Firepower, which counts frontline main battle tanks and light tanks across all military service branches.
China Takes the Top Spot
China fields 5,870 combat tanks, narrowly ahead of Russia.
Unlike many countries with aging inventories, China has spent decades modernizing its armored forces with newer designs such as the Type 99 and upgraded Type 96 series.
RankCountryCombat Tanks
1 China5,870
2 Russia5,630
3 North Korea4,895
4 United States4,666
5 India3,913
6 Egypt3,620
7 Pakistan2,677
8 Iran2,675
9 Türkiye2,284
10 Vietnam1,999
11 South Korea1,831
12 Jordan1,508
13 Algeria1,485
14 Azerbaijan1,354
15 Morocco1,346
Continued domestic production allows Beijing to replace older equipment while maintaining one of the world’s largest armored forces.
Russia and North Korea Rely on Large Inventories
Russia ranks second with 5,630 combat tanks despite heavy equipment losses during the war in Ukraine.
Much of its fleet consists of upgraded Soviet-era tanks, with older vehicles also brought out of storage to replenish losses.
North Korea places third with nearly 4,900 tanks, although analysts believe much of its fleet is composed of aging Soviet and Chinese-derived models with varying levels of modernization.
The U.S. and Regional Powers Maintain Strong Armored Forces
The United States ranks fourth with 4,666 combat tanks, centered primarily on the M1 Abrams family, one of the world’s most advanced main battle tanks.
Outside the top four, India, Egypt, Pakistan, Iran, and Türkiye each field more than 2,000 combat tanks, underscoring the continued importance of armored forces in regions where conventional land warfare remains a central military priority.
Meanwhile, countries such as South Korea, Azerbaijan, Morocco, and Jordan maintain capable but comparatively smaller armored forces.
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If you enjoyed today’s post, check out Ranked: The World’s Largest Armies in 2026 on Voronoi.
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