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Mapped: Birth Rates Are Falling Even Among Women in Their 30s
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Mapped: Birth Rates Are Falling Even Among Women in Their 30s
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
Birth rates among women ages 30–34 fell in 39 states between 2015 and 2024, with the U.S. average down 8%.
Seven of the 10 largest declines were in Western states.
The slowdown comes even as births increasingly shift toward women in their late 30s and 40s.
America’s birth slowdown is no longer limited to younger adults. Even women ages 30–34, traditionally one of the country’s peak childbearing groups, are having fewer children across most of the U.S.
This map uses new research based on data from the National Center for Health Statistics to show how birth rates among women ages 30–34 changed across America between 2015 and 2024.
The States Leading the Decline in Birth Rates
Nearly half of 30-year-old American women are now childless, up from just 18% in 1976. That doesn’t necessarily mean they will never have children, but it highlights how dramatically family formation has shifted toward later ages over the past several decades.
Today’s 30-year-olds are reaching many traditional milestones later than previous generations. The median first-time homebuyer is now 35 years old, while the age of first marriage has climbed steadily for decades. As those timelines shift, parenthood often shifts with them.
StateBirths per 1,000 Women2015Births per 1,000 Women 2024% Change
District of Columbia76.060.1-21%
Oregon94.278.4-17%
Washington124.3104.8-16%
Utah105.588.4-16%
California105.589.4-15%
Nevada93.179.6-15%
Alaska108.493.0-14%
Delaware108.794.4-13%
Montana103.490.4-13%
Vermont103.191.2-12%
Rhode Island105.693.3-12%
Illinois102.790.7-12%
Hawaii94.182.8-12%
Colorado100.189.7-10%
Arizona98.489.2-9%
Maine107.098.4-8%
Idaho92.885.4-8%
Pennsylvania97.290.3-7%
Ohio101.294.1-7%
Florida101.193.6-7%
New York101.894.3-7%
Virginia105.298.3-7%
Michigan105.998.2-7%
Wyoming94.487.6-7%
Massachusetts109.5102.4-6%
Texas102.096.0-6%
Minnesota93.789.0-5%
Maryland106.5100.7-5%
North Dakota121.3114.8-5%
Georgia82.578.7-5%
New Mexico117.1111.1-5%
Oklahoma90.085.3-5%
New Hampshire89.185.7-4%
Missouri96.893.4-4%
Louisiana103.799.5-4%
New Jersey84.782.0-3%
Arkansas105.2102.5-3%
Kansas115.3112.4-3%
South Carolina96.894.8-2%
North Carolina93.090.7-2%
Indiana96.996.90%
Wisconsin122.4122.50%
South Dakota107.1106.70%
Alabama85.686.11%
Tennessee106.9108.51%
Connecticut108.2109.51%
Kentucky87.888.71%
Iowa88.789.41%
West Virginia76.377.01%
Mississippi78.080.03%
Nebraska116.0118.93%
U.S. Average101.493.7-8%
Washington, D.C. recorded the steepest decline in birth rates among women ages 30–34, down 21% over the period. Oregon, Washington, and Utah followed close behind, while seven of the 10 largest declines occurred in Western states.
By contrast, Indiana, South Dakota, and Wisconsin saw virtually no change.
The States Bucking the National Trend
Only eight states recorded higher birth rates among women ages 30–34 in 2024 than in 2015.
Nebraska and Mississippi recorded the largest increases, with birth rates rising 3% over the period. The states posting gains were concentrated almost entirely in the South and Midwest, with Connecticut standing as the exception.
Many of the states posting gains also tend to have lower housing costs than large coastal markets. While many factors influence fertility, including education, migration, and local demographics, affordability pressures are often cited as one reason families delay having children.
The pattern suggests that the economics of starting a family may be diverging across America, with some regions proving more supportive of family formation than others.
Births Are Rising for Women in Their 40s
The declines among women in their early 30s don’t mean births are disappearing altogether. Instead, they’re increasingly shifting to older ages.
Birth rates rose 5% among women ages 35–39 and 24% among women ages 40–49 over the same period. The contrast suggests the long-running trend toward later parenthood is continuing, although delayed childbearing no longer fully offsets the broader slowdown in births.
Learn More on the Voronoi App
To learn more about this topic, check out this graphic on the global fertility divide.
Ranked: America’s Best-Selling Albums Ever
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Ranked: America’s Best-Selling Albums Ever
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 Eagles, not Michael Jackson, have America’s top-selling album, including the only one certified at 40 million units.
Thriller remains the country’s best-selling non-compilation album with 34 million certified units sold.
Only one album released since 2000, Adele’s 21, has sold at least 15 million certified units in the U.S.
Michael Jackson’s Thriller is often considered the world’s biggest album, but in the United States it doesn’t claim the top spot.
That distinction belongs to the Eagles, whose Their Greatest Hits 1971–1975 remains the only album certified for 40 million units by the Recording Industry Association of America (RIAA).
This ranking shows America’s best-selling albums based on RIAA certified units as of June 2026. While today’s charts are dominated by pop and hip hop, the all-time list is still led by classic rock, with only seven of the top 25 albums coming from other genres.
The Eagles Flying High
The Eagles occupy two of the top three spots in the ranking, an achievement no other artist has matched.
Their 1976 compilation album sits in the top spot, while Hotel California, released later the same year, ranks third with 28 million units.
This data table ranks the top-selling albums in U.S. history as of 2026.
RankArtistAlbum TitleCertified Units Sold (Millions)Year
1EaglesTheir Greatest Hits 1971 - 1975401976
2Michael JacksonThriller341982
3EaglesHotel California281976
4AC/DCBack in Black271980
5Garth BrooksDouble Live251998
6Led ZeppelinLed Zeppelin IV241971
6The BeatlesThe Beatles241968
8Billy JoelGreatest Hits Volume I & Volume II231985
8Pink FloydThe Wall231979
10Hootie & the BlowfishCracked Rear View221994
11Fleetwood MacRumours211977
12Green DayDookie201994
12MetallicaMetallica201991
12Shania TwainCome On Over201997
15Whitney HoustonThe Bodyguard (Soundtrack)191992
16Bob Marley & The WailersLegend181984
16Garth BrooksNo Fences181990
16Guns N' RosesAppetite for Destruction181987
16JourneyGreatest Hits181988
20Adele21172011
20Alanis MorissetteJagged Little Pill171995
20BostonBoston171976
20Bruce SpringsteenBorn in the U.S.A.171984
20Elton JohnGreatest Hits171974
20The BeatlesThe Beatles 1967 - 1970171973
Other rock bands also achieved their greatest commercial successes in the same era as the Eagles. AC/DC’s 1980 album Back in Black has sold 27 million units, while Fleetwood Mac’s Rumours (1977), released shortly after Hotel California, has been certified double diamond with 21 million records sold.
Rock has also shown commercial staying power on the RIAA charts through compilation albums. Beyond the Eagles, “greatest hits” albums from Billy Joel (1985), Elton John (1974), Journey (1988), and The Beatles (1973) have all sold millions of records.
The King of Pop
Although the Eagles hold the overall No. 1 spot, Michael Jackson’s Thriller remains America’s best-selling studio album. Certified for 34 million units, the 1982 release is also widely recognized as the world’s best-selling album.
The nine-track studio album, recorded by Jackson and famed producer Quincy Jones, remains the best-selling non-compilation album in U.S. history.
Other non-rock success stories include Bob Marley’s Legend (1984), which has sold over 18 million records, as well as Whitney Houston’s 1992 soundtrack to the film The Bodyguard (19 million).
Adele and the 21st Century
The rankings also highlight how dramatically album sales have changed in the streaming era. While blockbuster albums routinely surpassed 20 million certified units during the CD era, only one album released since 2000 has crossed the 15 million mark in the United States.
Adele’s appropriately titled 21 reached that milestone after spawning massive hits like “Rolling in the Deep,” “Someone Like You,” and “Rumour Has It.”
No album since 21, including from Adele herself, has reached the same level of commercial success in the States. However, changes in how sales are counted across music streaming platforms like Spotify and Apple Music may partially explain the shift.
Learn More on the Voronoi App
If you enjoyed today’s post, check out Physical Music Is Endangered on Voronoi, the new app from Visual Capitalist.
Ranked: The World’s Most and Least Peaceful Countries in 2026
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The World’s Most and Least Peaceful Countries 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
Iceland remains the world’s most peaceful country, while Russia ranks last in the 2026 Global Peace Index.
Western Europe dominates the top of the rankings, with seven of the world’s 10 most peaceful countries.
Global peacefulness declined for a 12th straight year, while the U.S. fell to 134th amid worsening political instability.
The world is becoming less peaceful.
According to the 2026 Global Peace Index by the Institute for Economics and Peace, global peacefulness declined for the 12th consecutive year, as armed conflicts, geopolitical fragmentation, and rising military spending continue to reshape international stability.
This ranking shows the world’s most and least peaceful countries across 163 economies, based on 23 indicators measuring societal safety, conflict, and militarization.
The World’s Most Peaceful Countries
Western Europe continues to dominate the top of the rankings, with Iceland retaining first place for the 19th consecutive year. It is joined by New Zealand, Switzerland, Slovenia, and Ireland as the world’s five most peaceful countries.
The table below shows the world’s 30 most peaceful countries.
RankCountry2026 Global Peace Index Score(Out of 5)Region
1 Iceland1.16Europe
2 New Zealand1.34Asia-Pacific
3 Switzerland1.36Europe
4 Slovenia1.37Europe
5 Ireland1.37Europe
6 Austria1.42Europe
7 Portugal1.43Europe
8 Singapore1.44Asia-Pacific
9 Finland1.48Europe
10 Japan1.49Asia-Pacific
11 Denmark1.50Europe
12 Malaysia1.51Asia-Pacific
13 Czechia1.52Europe
14 Canada1.53Americas
15 Hungary1.54Europe
16 Bhutan1.55Asia-Pacific
17 Netherlands1.57Europe
18 Mauritius1.59Africa
19 Latvia1.59Europe
20 Australia1.60Asia-Pacific
21 Belgium1.61Europe
22 Poland1.62Europe
23 Croatia1.62Europe
24 Lithuania1.62Europe
25 Estonia1.62Europe
26 Bulgaria1.63Europe
27 Spain1.65Europe
28 Germany1.66Europe
29 Slovakia1.66Europe
30 Montenegro1.67Europe
The World’s Least Peaceful Countries
At the opposite end of the index, Russia ranks as the least peaceful country, followed by Sudan, the Democratic Republic of the Congo, Ukraine, and Israel.
RankCountry2026 Global Peace Index Score(Out of 5)Region
163 Russia3.37Europe
162 Sudan3.20Africa
161 DR Congo3.19Africa
160 Ukraine3.18Europe
159 Israel3.12Middle East
158 South Sudan3.12Africa
157 Afghanistan3.11Asia-Pacific
156 Yemen3.08Middle East
155 Syria3.07Middle East
154 Mali3.00Africa
153 Somalia2.97Africa
152 Pakistan2.92Asia-Pacific
151 Myanmar2.91Asia-Pacific
150 Central African Republic2.91Africa
149 Burkina Faso2.88Africa
148 Palestine2.88Middle East
147 North Korea2.85Asia-Pacific
146 Niger2.83Africa
145 Chad2.77Africa
144 Iran2.76Middle East
143 Haiti2.76Americas
142 Nigeria2.76Africa
141 Colombia2.74Americas
140 Iraq2.66Middle East
139 Mexico2.65Americas
138 Ethiopia2.65Africa
137 Cameroon2.63Africa
136 Türkiye2.61Middle East
135 Ecuador2.54Americas
134 U.S.2.54Americas
The World Is Becoming Less Peaceful
The rankings reflect a world where conflict is becoming both more widespread and more persistent.
Since 2008, 119 countries have become less peaceful, and the trend is continuing. Over the past year alone, 99 countries saw their peace scores deteriorate, compared with just 62 that improved.
A surge in armed conflict is a major reason why. The world is experiencing more active state-based conflicts than at any time since World War II, while the number of countries involved in conflicts beyond their borders is up nearly 75% since 2008.
Meanwhile, governments are continuing to bolster their militaries. Global military spending has now risen for 10 consecutive years, reflecting a world increasingly shaped by geopolitical rivalry and security concerns.
Why the U.S. Fell to 134th
The United States ranked 134th out of 163 countries, falling six places from last year.
The decline was driven primarily by worsening political instability and an increase in violent demonstrations, which contributed to lower scores for societal safety and security. Today, political violence in the U.S. is at its highest level since the 1970s.
While the U.S. remains one of the world’s leading economic and military powers, the Global Peace Index measures a country’s level of peacefulness rather than its economic strength or geopolitical influence.
The report also points to declining trust in institutions as a factor weighing on America’s long-term trajectory. Together, these trends pushed the U.S. into the bottom 30 countries globally for peacefulness in 2026.
Learn More on the Voronoi App
To learn more about this topic, check out this graphic showing global military spending in 2025.
Why Are Europeans Leaving Their Own Countries?
Why Are Europeans Leaving Their Own Countries?
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:
Lithuania and Bulgaria were the only countries in this dataset where more native-born citizens returned than left in 2024.
Germany, Italy, the Netherlands, and most other countries recorded net losses of native-born residents, highlighting a broader shift in where Europeans choose to live and work.
While immigration often dominates discussions about Europe’s changing population, another migration trend receives far less attention: many countries are also losing their own native-born citizens.
This visualization, created by DataPulse using Eurostat data, ranks selected European countries by the net migration of native-born residents in 2024. Only Lithuania and Bulgaria recorded net gains, while Germany, Italy, Sweden, and several other major economies saw more locally born citizens leave than return.
The pattern reflects a mix of economic opportunity, housing affordability, demographic change, and labor mobility within Europe, all of which are reshaping where people choose to build their careers and lives.
The Countries Seeing the Biggest Losses
The table below shows net migration of native-born citizens per 1,000 inhabitants across selected European countries.
CountryNative-Born Net Migration
(Per 1,000 inhabitants)
Lithuania2.67
Bulgaria0.88
Czechia-0.13
Slovenia-0.29
Finland-0.40
Slovakia-0.53
Norway-0.57
Spain-0.65
Croatia-0.88
Austria-0.88
Netherlands-0.97
Germany-1.08
Italy-1.10
Romania-1.15
Estonia-1.20
Sweden-1.23
Belgium-1.27
Luxembourg-2.35
Lithuania stands out with a positive rate of 2.67 per 1,000 inhabitants, while Bulgaria also records a modest gain. At the opposite end, Luxembourg posted the largest net loss, followed by Belgium, Sweden, Estonia, and Romania.
Notably, several of Europe’s largest economies, including Germany, Italy, and the Netherlands, also show negative balances, indicating that more native-born residents are leaving than returning.
Why Are Native Europeans Leaving?
For many workers, especially younger and highly educated professionals, migration is driven by the search for better wages, stronger career prospects, and improved quality of life. Countries in Eastern and Southern Europe have long experienced outward migration toward larger labor markets in Western Europe.
At the same time, rising housing costs, labor shortages, and demographic pressures are encouraging some workers to look beyond their home countries. Similar dynamics can be seen globally, where migration increasingly plays a role in population growth and workforce sustainability.
A Growing Demographic Challenge
Population researchers increasingly warn that migration alone cannot fully offset Europe’s broader demographic headwinds. Fertility rates remain below replacement levels across much of the continent, while populations continue to age.
When highly skilled workers leave and do not return, the effects can extend beyond population figures. Regions may face slower economic growth, labor shortages, and reduced innovation capacity. As Europe navigates demographic decline, retaining talent may become just as important as attracting newcomers.
Learn More on the Voronoi App
Migration patterns continue to reshape economies and societies around the world. Explore Visualizing the World’s Busiest Migration Corridors on the Voronoi app to see how people move between countries at a global scale.
Ranked: The World’s 50 Most Valuable Companies
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Ranked: The World’s 50 Most Valuable Companies
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
NVIDIA leads the world’s largest public companies with a market capitalization of $4.8 trillion, ahead of Apple and Alphabet.
Technology accounts for 22 of the world’s 50 most valuable companies, fueled by continued investment in AI infrastructure and semiconductors.
Taiwan’s TSMC is the world’s most valuable non-U.S. company at $2.3 trillion, while Saudi Aramco remains the largest energy company.
Technology has become the world’s dominant equity market sector. Nowhere is that more apparent than among the world’s largest companies by market capitalization.
This graphic visualizes the world’s 50 largest companies by market capitalization using June 2026 data from CompaniesMarketCap.
NVIDIA is the world’s most valuable company, with a market capitalization of $4.8 trillion. It is followed by Apple ($4.3 trillion) and Google parent Alphabet ($4.2 trillion).
Technology Dominates the Rankings
These three companies are far from alone. Technology accounts for 22 of the world’s 50 most valuable companies, including SpaceX ($2.1 trillion), which went public in June 2026.
The following table lists the world’s most valuable companies by market capitalization.
RankNameJune 2026 Market Cap (in trillions)Sector
1 NVIDIA4.85Technology
2 Apple4.32Technology
3 Alphabet4.22Technology
4 Microsoft2.78Technology
5 Amazon2.52Consumer Discretionary
6 TSMC2.26Technology
7 SpaceX2.06Technology
8 Broadcom1.81Technology
9 Saudi Aramco1.70Energy
10 Samsung1.45Technology
11 Tesla1.43Consumer Discretionary
12 Meta1.43Technology
13 SK Hynix1.19Technology
14 Micron Technology1.19Technology
15 Berkshire Hathaway1.06Financials
16 Eli Lilly0.99Health Care
17 Walmart0.95Consumer Staples
18 JPMorgan Chase0.90Financials
19 AMD0.85Technology
20 ASML0.69Technology
21 Intel0.67Technology
22 Visa0.63Financials
23 Exxon Mobil0.58Energy
24 Johnson & Johnson0.58Health Care
25 Tencent0.49Technology
26 Cisco0.48Technology
27 Oracle0.48Technology
28 Applied Materials0.47Technology
29 Lam Research0.46Technology
30 Caterpillar0.45Industrials
31 Mastercard0.43Financials
32 Costco0.43Consumer Staples
33 AbbVie0.42Health Care
34 Bank of America0.41Financials
35 Arm Holdings0.39Technology
36 China Construction Bank0.38Financials
37 General Electric0.37Industrials
38 UnitedHealth0.37Health Care
39 Morgan Stanley0.36Financials
40 Procter & Gamble0.35Consumer Staples
41 Chevron0.35Energy
42 Coca-Cola0.35Consumer Staples
43 Roche0.33Health Care
44 HSBC0.33Financials
45 Agricultural Bank of China0.33Financials
46 Home Depot0.32Consumer Discretionary
47 Goldman Sachs0.32Financials
48 KLA0.32Technology
49 KIOXIA Holdings0.31Technology
50 ICBC0.31Financials
Other technology giants have also surpassed the trillion-dollar mark, including Microsoft ($2.8 trillion), Broadcom ($1.8 trillion), and Meta ($1.4 trillion), the parent company of Facebook, Instagram, and WhatsApp.
Non-U.S. companies are also well represented. TSMC, the world’s largest independent semiconductor foundry, is valued at $2.3 trillion, while South Korea’s Samsung has a market capitalization of $1.5 trillion.
The ongoing AI data center boom has helped drive valuations across the semiconductor and technology industries, benefiting companies throughout the AI supply chain.
The Oil Titans in 2026
Saudi Aramco is the world’s most valuable energy company, with a market capitalization of $1.7 trillion. Its 2019 initial public offering was the largest in history by gross proceeds raised at the time.
It is followed by two American oil supermajors, ExxonMobil ($579 billion) and Chevron ($350 billion), both headquartered in the Houston area. Unlike Saudi Aramco, neither company is state-owned.
Financial Dominance in the U.S.
The U.S. is home to the world’s most valuable financial companies, led by Berkshire Hathaway ($1.1 trillion), JPMorgan Chase ($895 billion), and Visa ($625 billion).
Three Chinese state-owned banks have market capitalizations exceeding $300 billion: Agricultural Bank of China, China Construction Bank, and ICBC.
Europe’s lone representative among the world’s most valuable financial companies is Britain’s HSBC, with a market capitalization of more than $328 billion. As of 2026, HSBC is Europe’s second-largest bank by assets, behind France’s BNP Paribas.
Learn More on the Voronoi App
Curious who’s leading these massive firms? Check out The Highest Paid CEOs of S&P 500 Companies on Voronoi, the new app from Visual Capitalist.
Ranked: U.S. Cities by Family Income Needed to Live Comfortably
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U.S. Cities by Family Income Needed to Live Comfortably
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
San Francisco tops the ranking, where a family of four needs nearly $408,000 a year to live comfortably.
Seven California cities rank among the nation’s 20 most expensive for families, highlighting the state’s exceptionally high cost of living.
On average, families need about $61,000 more in annual income in Western cities than in Southern cities.
A six-figure household income no longer guarantees financial comfort in many parts of the United States.
For families of four, the income needed to cover everyday expenses, enjoy discretionary spending, and save for the future now varies by more than $200,000 between major cities.
This graphic ranks 56 major U.S. cities by the annual family income needed to live comfortably, based on SmartAsset estimates using the MIT Living Wage Calculator and the widely used 50/30/20 budgeting framework, which allocates income across needs, wants, and savings.
California Dominates the Most Expensive Cities
California accounts for seven of the top 20 cities on the list, reflecting the state’s high housing and living costs.
San Francisco tops the ranking, requiring an annual household income of nearly $408,000, followed closely by nearby San Jose at roughly $403,000.
RankCityFamily Income Needed to Live Comfortably (2026)
1San Francisco, CA$407,597
2San Jose, CA$402,771
3Oakland, CA$371,488
4Boston, MA$368,742
5Arlington, VA$368,326
6New York, NY$337,875
7Seattle, WA$334,131
8Irvine, CA$327,226
9Honolulu, HI$321,069
10Washington, DC$319,405
11Portland, OR$313,747
12San Diego, CA$312,915
13Denver, CO$303,514
14Jersey City, NJ$297,606
15Minneapolis, MN$288,787
16Anchorage, AK$285,210
17Los Angeles, CA$281,466
18Sacramento, CA$279,802
19Newark, NJ$278,221
20St. Paul, MN$278,221
21Riverside, CA$270,566
22Colorado Springs, CO$270,566
23Tacoma, WA$264,742
24Madison, WI$263,245
25Philadelphia, PA$252,845
26Reno, NV$251,264
27Boise, ID$251,181
28Raleigh, NC$249,434
29Buffalo, NY$247,853
30Indianapolis, IN$247,021
31Phoenix, AZ$245,523
32Chicago, IL$242,278
33Charlotte, NC$241,446
34Pittsburgh, PA$238,534
35Columbus, OH$238,534
36Durham, NC$237,619
37Virginia Beach, VA$237,702
38Atlanta, GA$232,378
39Omaha, NE$232,294
40Miami, FL$231,130
41Kansas City, MO$230,131
42Plano, TX$230,464
43Austin, TX$229,050
44Tampa, FL$226,720
45Baltimore, MD$224,224
46Richmond, VA$223,974
47Fort Worth, TX$217,235
48Tulsa, OK$215,238
49Dallas, TX$214,490
50Orlando, FL$214,157
51Nashville, TN$213,408
52Jacksonville, FL$211,578
53Houston, TX$204,672
54New Orleans, LA$197,766
55Memphis, TN$193,939
56San Antonio, TX$192,608
Oakland, Irvine, San Diego, Los Angeles, and Sacramento also rank among the nation’s most expensive places for families.
Housing remains one of the biggest drivers of these high income requirements. Limited housing supply, strong demand, and elevated home prices continue to push both ownership and rental costs well above the national average in many California metro areas.
High Costs Extend Beyond the Coasts
While coastal metros dominate the top of the ranking, high income requirements are no longer limited to the coasts.
Cities including Denver, Minneapolis, Madison, and Colorado Springs now require annual household incomes above $260,000, showing how rising housing and everyday living costs have spread well beyond traditional high-cost markets.
Meanwhile, cities such as Boston, Arlington, Washington, D.C., and New York continue to rank among the country’s most expensive urban centers. These areas combine elevated housing costs with higher prices for transportation, childcare, and everyday services.
Southern Cities Offer Lower Income Thresholds
Southern cities generally have the lowest income thresholds in the dataset, but “lower” remains relative.
Even San Antonio, which ranks as the most affordable city in this comparison, still requires roughly $193,000 in annual household income for a family of four to comfortably follow the 50/30/20 budgeting framework. Memphis, New Orleans, Houston, and Jacksonville round out the five lowest-cost cities.
Learn More on the Voronoi App
To learn more about this topic, check out this graphic showing where wealth is moving in America.
Mapped: Countries With the Most Seniors
Mapped: Countries With the Most Seniors
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:
Monaco has the world’s oldest population, with more than 36% of residents aged 65 or older.
Japan ranks second and is the oldest major economy, with nearly 30% of its population over 65.
Europe dominates the rankings, highlighting the growing demographic pressure on pensions, healthcare, and shrinking workforces.
The world is getting older, and in some countries, seniors already make up more than one-quarter of the population.
This visualization, created by Iswardi Ishak, ranks countries by the share of their population aged 65 and above, using World Bank data.
Some Countries Are Aging Faster
The table below shows the countries with the highest share of residents aged 65 and older.
RankCountry% of seniors in population
1 Monaco36.17
2 Japan29.78
3 Puerto Rico (US)24.72
4 Italy24.62
5 Portugal24.53
6 Greece23.94
7 Finland23.90
8 Germany23.20
9 Croatia23.19
10 Isle of Man (UK)23.15
11 Virgin Islands (U.S.)22.69
12 Serbia22.69
13 Hong Kong SAR, China22.67
14 San Marino22.41
15 Bosnia and Herzegovina22.23
16 France22.15
17 Bulgaria22.03
18 European Union22.01
19 Slovenia21.77
20 Bermuda (UK)21.74
21 Latvia21.74
22 Estonia21.30
23 Spain21.15
24 Hungary20.99
25 Denmark20.87
26 Czechia20.85
27 Sweden20.75
28 Liechtenstein20.73
29 Austria20.61
30 Belgium20.56
31 Netherlands20.50
32 Malta20.21
33 Lithuania20.17
34 Poland20.14
35 Switzerland20.02
36 Romania19.98
37 Canada19.80
38 United Kingdom19.5
39 South Korea19.27
40 Ukraine18.96
41 Norway18.79
42 Slovak Republic18.54
43 St. Martin (French part)18.41
44 North Macedonia18.02
45 United States17.93
46 Montenegro17.83
47 Faroe Islands (UK)17.74
48 Australia17.73
49 Belarus17.67
50 Gibraltar17.62
51 New Zealand17.20
52 Russian Federation17.18
53 Aruba17.06
54 Albania16.92
55 Curacao16.78
56 Cuba16.57
57 Barbados16.55
58 Moldova16.21
59 Uruguay16.05
60 Andorra15.95
61 Ireland15.89
62 Iceland15.64
63 Georgia15.64
64 Luxembourg15.48
65 Thailand15.36
66 China14.67
67 Cyprus14.62
68 Macao SAR, China14.27
69 Chile14.14
70 Sint Maarten (Dutch part)13.94
71 Armenia13.70
72 Singapore13.66
73 Mauritius13.53
74 Dominica12.96
75 Guam12.60
76 Israel12.55
77 Argentina12.42
78 Korea, Dem. People's Rep.12.40
79 Trinidad and Tobago12.38
80 Grenada12.24
81 Costa Rica12.23
82 Sri Lanka12.10
83 St. Vincent and the Grenadines11.89
84 Antigua and Barbuda11.78
85 Bahamas, The11.78
86 New Caledonia11.43
87 Palau11.34
88 French Polynesia11.32
89 Turks and Caicos Islands11.25
90 St. Kitts and Nevis11.23
91 Brazil11.05
92 Greenland10.81
93 Turkiye10.28
94 Lebanon10.14
95 Kosovo10.07
96 Colombia9.78
97 Northern Mariana Islands9.75
98 Venezuela9.68
99 British Virgin Islands9.62
100 St. Lucia9.62
101 Tunisia9.53
102 Panama9.35
103 Peru9.23
104 Vietnam9.05
105 Cayman Islands (UK)9.00
106 Kazakhstan8.65
107 Azerbaijan8.56
108 Seychelles8.54
109 Ecuador8.34
110 Mexico8.25
111 Iran8.24
112 Jamaica8.21
113 El Salvador8.15
114 Morocco8.14
115 American Samoa8.04
116 Suriname7.90
117 Dominican Republic7.88
118 Malaysia7.74
119 Myanmar7.30
120 Indonesia7.29
121 India7.15
122 Brunei Darussalam6.87
123 Cabo Verde6.86
124 Guyana6.73
125 Tonga6.72
126 South Africa6.69
127 Tuvalu6.67
128 Algeria6.58
129 Paraguay6.54
130 Nepal6.50
131 Bangladesh6.50
132 Bhutan6.49
133 Fiji6.49
134 Cambodia6.16
135 Micronesia, Fed. Sts.5.95
136 Samoa5.88
137 Uzbekistan5.86
138 Kyrgyz Republic5.68
139 Bolivia5.64
140 Nicaragua5.53
141 Philippines5.49
142 Timor-Leste5.28
143 Mongolia5.14
144 Egypt5.12
145 Belize5.02
146 Libya5.02
147 Djibouti4.85
148 Guatemala4.85
149 Syria4.74
150 Haiti4.71
151 Laos4.67
152 Marshall Islands4.64
153 Maldives4.64
154 Turkmenistan4.53
155 Jordan4.52
156 Comoros4.47
157 Honduras4.42
158 Vanuatu4.30
159 Pakistan4.28
160 Eswatini4.26
161 Kiribati4.24
162 Eritrea4.2
163 Gabon4.08
164 Botswana4.04
165 Rwanda3.93
166 Sao Tome and Principe3.90
167 Lesotho3.86
168 Bahrain3.85
169 Tajikistan3.85
170 West Bank and Gaza3.84
171 Ghana3.71
172 Equatorial Guinea3.69
173 Namibia3.67
174 Solomon Islands3.64
175 Senegal3.62
176 Zimbabwe3.60
177 Papua New Guinea3.46
178 Guinea3.46
179 Iraq3.41
180 Madagascar3.41
181 Liberia3.30
182 Sudan3.30
183 Sierra Leone3.24
184 Ethiopia3.23
185 Mauritania3.23
186 Togo3.21
187 Guinea-Bissau3.19
188 Benin3.12
189 Kuwait3.10
190 Gambia, The3.08
191 Congo, Dem. Rep.3.08
192 Nigeria3.05
193 Tanzania3.05
194 South Sudan2.99
195 Congo, Rep.2.99
196 Kenya2.97
197 Saudi Arabia2.95
198 Angola2.85
199 Nauru2.85
200 Cameroon2.79
201 Mozambique2.75
202 Burkina Faso2.65
203 Oman2.64
204 Cote d'Ivoire2.61
205 Niger2.59
206 Somalia2.59
207 Malawi2.59
208 Burundi2.53
209 Yemen2.52
210 Afghanistan2.40
211 Mali2.38
212 Uganda2.19
213 Central African Republic2.15
214 Chad2.10
215 Zambia1.95
216 United Arab Emirates1.77
217 Qatar1.68
Monaco is a clear outlier, with more than one in three residents aged 65 or older.
Japan follows at nearly 30%, while Southern and Eastern Europe account for much of the rest of the top 15. Together, these rankings show how population aging has become concentrated in advanced economies with decades of low fertility and long life expectancy.
Europe Dominates the Aging Rankings
Europe’s high senior shares reflect decades of below-replacement fertility and rising life expectancy. Countries such as Italy, Portugal, Greece, and Germany now have more than one in five residents aged 65 or older, making Europe the world’s oldest region by this measure.
Outside Europe, smaller territories and economies including Puerto Rico, the U.S. Virgin Islands, Hong Kong, and San Marino also rank near the top.
The Workforce Impact
As populations age, the balance between workers and retirees shifts. A smaller working-age population can slow economic growth while increasing demand for pensions, healthcare, and long-term care.
These demographic changes are already reshaping labor markets in many countries, encouraging employers to retain older workers, automate routine tasks, and find new ways to address labor shortages.
Learn More on the Voronoi App
To see how aging trends could evolve over the rest of the century, check out Ranked: Top 25 Countries With the Most Seniors in 2025, 2050, 2075, & 2100 on Voronoi.
Changes made
Ranked: America’s Best-Selling Car Companies in 2025
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Ranked: America’s Best-Selling Car Companies in 2025
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
Four auto groups were responsible for over half of all U.S. car sales in 2025.
General Motors led all automakers with nearly 3 million vehicle sales.
Toyota sold 2.5 million vehicles, ahead of Ford at 2.2 million and Tesla at 589,000.
The U.S. remains one of the world’s largest auto markets, with more than 16 million vehicles sold domestically in 2025.
This graphic visualizes U.S. vehicle sales by automaker using 2025 data from F&I Tools.
The rankings reveal how foreign brands have steadily gained ground in America, while Tesla, despite its global prominence and market valuation, sold fewer than 600,000 vehicles in the country.
America’s Big Three in 2025
The Big Three of U.S. carmakers have long been Chrysler, Ford, and General Motors (GM). In 2025, GM logged the most U.S. car sales of any firm, with nearly 2.9 million units moved. Ford, for its part, had over 2.2 million sales.
Chrysler was acquired by Italian carmaker Fiat in 2014. The resulting Fiat Chrysler Automobiles (FCA) then merged with the French PSA Group in 2021 to form a new multinational firm, Stellantis, which is headquartered in the Netherlands while its CEO operates from the U.S. state of Michigan. In 2025, Stellantis recorded nearly 1.3 million U.S. car sales.
This data table lists U.S. auto sales in 2025 by automaker.
RankCompany2025 Sales (U.S.)
1GM2,853,299
2Toyota2,518,071
3Ford2,204,124
4Hyundai/Kia1,763,892
5Honda1,430,584
6Stellantis1,277,347
7Nissan928,381
8Subaru643,547
9Tesla589,000
10VW587,655
11BMW417,867
12Mazda411,451
13Mercedes343,200
14Volvo121,165
15Mitsubishi94,754
16JLR93,400
--Other118,000
--Total16,395,737
While GM remains the top automaker in the United States, its fellow Big Three firms have struggled with foreign competitors.
Stellantis is just the sixth-largest car seller in the U.S. as of 2025, while Ford has been surpassed by Japanese giant Toyota, which sold over 2.5 million cars domestically. Japanese cars’ engineering, cost-effectiveness, and relative gas mileage have all contributed to their strong sales.
International Car Sales in the U.S.
Toyota is not the only international auto group with impressive U.S. sales. Fellow Japanese carmakers Honda (1.4 million), Mazda (411,451), Nissan (928,381), and Subaru (643,547) have also proven popular options for U.S. buyers.
Hyundai Motor Group, the giant Korean auto group that includes Kia, sold nearly 1.8 million cars in 2025, while smaller British and Swedish firms like JLR (93,400) and Volvo (121,165) have maintained more niche consumer bases.
Then there are the Germans. Volkswagen (587,655), BMW (417,867), and Mercedes-Benz (343,200) combined sold over a million cars in the U.S. in 2025, far below domestic carmakers like Ford and GM.
The Dragon in the Room
One country that has not been able to penetrate the U.S. market in a visible way is China.
While Chinese firms like BYD, Geely, and Great Wall Motors have proven incredibly successful worldwide, sweeping U.S. tariffs on these manufacturers have blocked them from the lucrative American market.
Both protectionist and national security reasoning has been given for these trade barriers. As a result, the U.S. remains one of the few countries worldwide where European and Japanese automakers are far outselling their Chinese counterparts.
Learn More on the Voronoi App
If you enjoyed today’s post, check out Will American Consumers Buy Cars Made in China? on Voronoi, the new app from Visual Capitalist.
Mapped: Years of Income Needed to Buy a Home by State
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Mapped: How Many Years of Income to Buy a Home in Every State
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
Montana now has America’s highest home price-to-income ratio, surpassing California and New York.
Several fast-growing migration destinations have become far less affordable over the past five years.
Iowa remains the country’s most affordable housing market, requiring just 3.7 years of median household income to buy a typical home.
America’s housing affordability map looks very different than it did a decade ago.
Several states that drew new residents with relatively low home prices now rank among the country’s least affordable markets relative to local incomes.
Using median listing prices and median household incomes from Realtor.com, this map shows how many years of income it takes to buy a typical home in every state. The results reveal where home prices have pulled furthest ahead of local earning power.
Home Affordability by State in 2025
The table below shows median listing prices relative to median household incomes in each state, effectively showing how many years of income it takes to buy a home.
StateHome Price-to-Income Ratio2025Median Listing PriceMedian Household Income
Montana8.7$628.4K$72.1K
Hawaii8.1$767.4K$94.6K
New York8.1$668.2K$82.7K
California7.8$742.3K$95.1K
Massachusetts7.8$763.7K$98.2K
Idaho7.5$580.8K$77.6K
Oregon7.0$564.0K$80.4K
Washington6.6$638.2K$96.1K
Nevada6.6$491.9K$74.8K
Rhode Island6.6$563.2K$85.7K
New Mexico6.2$398.8K$64.4K
Tennessee6.2$430.5K$69.7K
Utah6.2$589.9K$95.6K
Vermont6.2$504.6K$81.9K
Arizona6.1$484.5K$78.8K
Maine6.1$459.3K$75.2K
Wyoming6.1$472.4K$77.7K
Colorado6.1$579.4K$95.5K
New Hampshire6.1$586.1K$96.8K
Florida6.0$432.7K$72.7K
North Carolina5.8$413.0K$71.5K
New Jersey5.6$556.3K$99.4K
District of Columbia5.6$589.7K$106.0K
Delaware5.5$486.0K$87.7K
Connecticut5.4$518.9K$95.4K
South Carolina5.4$363.9K$67.8K
Georgia5.2$392.1K$75.1K
Mississippi5.2$294.5K$56.8K
Alabama5.2$330.8K$64.0K
Wisconsin5.1$388.1K$75.7K
South Dakota5.0$379.5K$75.7K
Arkansas4.9$299.8K$60.7K
Virginia4.8$447.0K$92.7K
Texas4.8$364.7K$76.6K
Kentucky4.7$306.6K$64.6K
Louisiana4.7$278.9K$59.3K
North Dakota4.7$364.3K$77.7K
Alaska4.6$436.4K$94.2K
Oklahoma4.6$299.4K$65.0K
Nebraska4.5$346.2K$77.0K
Minnesota4.4$388.2K$88.6K
Maryland4.4$434.3K$99.3K
Missouri4.3$301.2K$69.7K
West Virginia4.3$259.5K$60.2K
Pennsylvania4.2$312.5K$74.9K
Michigan4.1$290.3K$70.1K
Indiana4.1$295.8K$71.5K
Kansas4.0$292.6K$74.0K
Ohio4.0$277.3K$70.2K
Illinois3.8$307.7K$80.6K
Iowa3.7$282.9K$76.0K
Why Montana Is Now Less Affordable Than California
A typical home in Montana costs 8.7 years of household income, surpassing California, New York, and Massachusetts. The result would have seemed unlikely a decade ago, when Montana was widely viewed as an affordable alternative to coastal markets.
Montana’s ranking illustrates how dramatically America’s housing market has shifted. Home prices surged during the pandemic-era migration boom, and between 2020 and 2025, the state’s population grew 5.9%, helping fuel demand in a market with limited housing supply.
Meanwhile, neighboring Idaho saw the third-fastest growth in net migration and now ranks among the 10 most unaffordable states relative to income.
The Affordable Sun Belt Is Getting Harder to Find
The shift isn’t limited to one state. Many Sun Belt markets that attracted millions of Americans with lower housing costs have become significantly less affordable as prices climbed faster than local incomes.
Now, a median-income household in Texas can no longer afford a median-priced home valued at $364,700. Promisingly, however, Texas and Florida are building more homes than any other state, holding a combined 27% of the nation’s building permits in 2025.
This highlights how fast affordability has deteriorated in some of America’s fastest-growing states. While these markets remain less expensive than California or New York, home prices have risen much faster than many buyers expected.
The Midwest Is Emerging as America’s Affordability Stronghold
While affordability has eroded across much of the country, the Midwest remains a notable exception.
Iowa ranks as the most affordable state in America, requiring just 3.7 years of household income to purchase a typical home, at about $283,000 in 2025. Nearby states including Ohio, Indiana, Illinois, and Kansas also rank among the country’s most attainable housing markets, where median home prices remain near or below $300,000.
Each of these states has a home price-to-income ratio close to what the median U.S. homebuyer faced in 2000.
America’s Housing Map Has Been Redrawn
A generation ago, Americans could often find more affordable housing by moving away from expensive coastal markets. Today, several of those destinations rank among the country’s least affordable places relative to local incomes.
The result is a new housing landscape where affordability is increasingly concentrated in a handful of Midwestern states, while much of the country’s growth corridors have become harder for local households to afford.
Learn More on the Voronoi App
To learn more about this topic, check out this graphic showing where wealth is moving in America.
Ranked: Countries with the Largest Currency Reserves
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Ranked: Countries with the Largest Currency Reserves
See visuals like this from many other data creators 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:
China holds over $3.4 trillion in foreign exchange reserves, nearly 3x more than Japan.
Seven of the world’s 10 largest reserve holders are in Asia, reflecting decades of export-led growth.
Despite being the world’s largest economy, the U.S. ranks only 13th because the dollar is the world’s primary reserve currency.
Today’s largest reserve holders were shaped by a crisis that happened nearly three decades ago.
After the 1997 Asian Financial Crisis exposed the risks of relying on foreign capital during market turmoil, many governments began building massive foreign exchange reserves as a form of economic self-insurance.
Using data from the IMF’s International Reserves and Foreign Currency Liquidity (IRFCL) database, this visualization ranks countries by their foreign exchange reserves excluding gold, based on the latest available reporting periods from mid-2025 through Q2 2026.
The Countries Holding the Most Reserves
The table below shows the countries with the largest foreign exchange reserve holdings.
RankCountryForeign Exchange Reserves ($B)Region
1 China3,410.5Asia
2 Japan1,259.2Asia
3 Switzerland932.3Europe
4 Taiwan602.5Asia
5 India543.0Asia
6 Saudi Arabia458.6Middle East
7 Hong Kong442.1Asia
8 Russia434.5Europe/Eurasia
9 South Korea423.1Asia
10 Singapore419.3Asia
11 Brazil344.2Latin America
12 United Arab Emirates251.4Middle East
13 United States244.6North America
14 Thailand237.1Asia
15 Mexico236.2Latin America
16 Israel235.7Middle East
17 Poland193.2Europe
18 United Kingdom162.9Europe
19 Czechia154.5Europe
20 Indonesia146.2Asia
21 Malaysia117.2Asia
22 Germany102.8Europe
23 Philippines91.5Asia
24 Italy88.6Europe
25 Denmark88.5Europe
26 Spain87.3Europe
27 France86.0Europe
28 Iraq85.0Middle East
29 Romania78.2Europe
30 Turkey76.6Europe/Eurasia
One clear pattern stands out in the rankings: Asia dominates.
Seven of the world’s 10 largest reserve holders are located in the region, together accounting for roughly two-thirds of global foreign exchange reserves. This concentration reflects decades of export-led growth, persistent trade surpluses, and a policy focus on maintaining large financial buffers.
Why the U.S. Ranks So Low
One of the most surprising aspects of the rankings is the relatively low position of the United States. Although it remains the world’s largest economy, the U.S. holds far fewer foreign exchange reserves than many Asian economies and ranks only 13th globally.
The explanation lies in the unique role of the U.S. dollar. Because the dollar serves as the world’s primary reserve currency and dominates global trade, the United States generally does not need to accumulate large quantities of foreign currencies.
Countries around the world demand dollars for trade, investment, and central bank reserves, allowing the U.S. to settle obligations in its own currency.
As a result, U.S. policymakers allow the dollar to float freely rather than actively managing its exchange rate through large-scale reserve interventions. This contrasts with many export-oriented economies that maintain substantial reserve stockpiles to support financial stability and manage currency fluctuations.
Why Countries Build Massive Currency Reserves
Foreign exchange reserves act as a country’s emergency fund. Central banks can use them to stabilize currencies during market turmoil, pay for essential imports, service foreign debt, or reassure investors during periods of capital flight.
The larger the reserve buffer, the greater a country’s ability to respond to external economic shocks without relying on foreign assistance.
The importance of reserve accumulation became especially clear after the 1997 Asian Financial Crisis. Many Asian economies experienced severe currency collapses and were forced to seek external assistance. In the years that followed, governments across the region adopted a strategy of building substantial reserve buffers as a form of economic self-insurance.
What Large Reserves Mean for the Global Economy
Large reserve holdings can provide important benefits. Countries with substantial reserves are often better positioned to weather external shocks and maintain investor confidence during periods of market stress.
However, reserves also come with costs. Funds invested in reserve assets are typically held in low-yield government securities rather than being deployed elsewhere in the economy. Policymakers must therefore balance the security provided by reserves against the opportunity cost of holding them.
The rankings illustrate how global financial influence extends beyond the size of an economy alone. While the U.S. remains central to the international monetary system because of the dollar’s dominant role, Asia’s massive reserve holdings underscore the region’s importance in global trade, manufacturing, and cross-border capital flows.
Learn More on the Voronoi App
Want to explore how currencies have performed against one another in a rapidly changing global economy?
Check out Mapped: How Major Currency Performance Shifted in 2025 on the Voronoi app to see which currencies have strengthened, weakened, and reshaped global markets this year.
Charted: Three in Four World Cup Stars Play Abroad
Charted: Three in Four World Cup Stars Play Abroad
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:
Roughly three in four World Cup players compete for clubs outside the country they represent internationally
Several national teams source more than 90% of their squads from foreign leagues, while others rely heavily on domestic competitions.
Europe’s biggest leagues have become the world’s primary destination for elite football talent.
International football is played between nations, but the players themselves increasingly build their careers abroad.
Today, roughly 75% of World Cup players compete for clubs outside the country they represent, compared with about one in four in 1990. Europe’s biggest leagues have become the sport’s global talent hub, attracting elite players from nearly every continent.
This visualization, created by DataPulse using data from FinAlarm and Transfermarkt, shows which World Cup nations export the most football talent and which continue to rely primarily on domestic leagues.
Why Football Talent Moves Abroad
The biggest reason players move abroad is simple: the world’s richest leagues offer higher salaries, stronger competition, and better development opportunities. England’s Premier League, Spain’s La Liga, Germany’s Bundesliga, Italy’s Serie A, and France’s Ligue 1 attract elite talent from nearly every footballing nation.
The table below shows the share of World Cup players competing abroad.
World Cup Teams% of Abroad Players
Cape Verde100%
Curaçao100%
DR Congo100%
Ivory Coast100%
Senegal100%
Uruguay100%
Bosnia & Herz.96.2%
Colombia96.2%
Ghana96.2%
Haiti96.2%
Argentina92.3%
Croatia92.3%
Ecuador92.3%
Morocco92.3%
Netherlands92.3%
Panama92.3%
Switzerland92.3%
Canada92.0%
Algeria88.5%
Belgium88.5%
Japan88.5%
Paraguay88.5%
Sweden88.5%
Austria88.0%
Norway84.6%
Australia80.8%
Portugal80.8%
Tunisia76.9%
Brazil73.1%
South Korea73.1%
USA73.1%
France69.2%
New Zealand69.2%
Scotland69.2%
Iraq61.5%
Jordan57.7%
Mexico53.8%
Türkiye42.3%
Uzbekistan42.3%
Czechia34.6%
Egypt34.6%
Iran34.6%
Spain34.6%
Germany26.9%
South Africa26.9%
England19.2%
Qatar3.8%
Saudi Arabia3.8%
The data highlights just how international modern football has become. While some countries retain a larger share of players in domestic leagues, many squads rely overwhelmingly on athletes who compete overseas, particularly in Europe’s top divisions.
National Teams, Global Careers
The World Cup creates an unusual contrast. While players unite under their national flags during major tournaments, many spend the rest of their careers alongside teammates from dozens of other countries.
Studies from both Phys.org and Oxford University’s COMPAS Migration Observatory suggest that countries with greater access to international football networks often benefit from enhanced player development and broader talent pipelines. Researchers examining international football migration have found that player mobility can strengthen national teams by exposing athletes to higher levels of competition and tactical diversity.
The European Magnet Effect
European football clubs sit at the center of the global talent market. The continent’s leading leagues generate billions in broadcasting revenue and consistently attract top players from Africa, Asia, the Americas, and Oceania.
This concentration of talent creates a powerful feedback loop. Players move abroad to improve their careers, while clubs gain access to deeper talent pools. National teams then benefit when these players return for international competition with experience gained at some of the world’s strongest clubs.
A Surprising Contrast
One of the clearest patterns in the data is how differently countries develop elite football talent. African nations such as Senegal, Morocco, and Cameroon have some of the highest shares of national team players competing abroad, with many stars building their careers in Europe’s top leagues.
By contrast, countries including Saudi Arabia, Qatar, and the United Arab Emirates retain a much larger share of their talent in domestic competitions after investing heavily in local leagues.
The result is two distinct development models: one that exports elite players to stronger overseas competitions, and another that prioritizes building competitive domestic leagues while keeping more national team players at home.
The modern World Cup is both a competition between nations and a showcase of football’s highly interconnected global labor market.
Learn More on the Voronoi App
Football’s globalization extends beyond players to the clubs themselves. See which organizations command the greatest brand value in The World’s Most Valuable Football Club Brands on the Voronoi app.
Mapped: The World’s Top Innovation Clusters
Mapped: The World’s Top Innovation Clusters
See visuals like this from many other data creators on our Voronoi app. Download the app for free on iOS or Android and discover data-driven charts from a variety of trusted sources.
Key Takeaways:
China hosts 24 of the world’s top 100 innovation clusters, surpassing the U.S. (22) for the largest number of leading hubs.
The world’s top 10 innovation clusters generate nearly 40% of global patent filings, showing how concentrated global innovation has become.
Just 33 economies account for all 100 leading clusters, which together represent roughly 70% of global patent applications and venture capital activity.
Innovation is often discussed at the national level, but breakthrough technologies tend to emerge from smaller geographic hubs where researchers, startups, investors, and established companies interact closely.
Using data from the World Intellectual Property Organization’s (WIPO) Global Innovation Index 2025, this graphic ranks the world’s top innovation clusters based on scientific publications, international patent filings, and venture capital activity.
The rankings highlight where research, capital, and entrepreneurship are combining to create the world’s most influential innovation ecosystems.
Where Are the World’s Top Innovation Clusters?
The table below shows the world’s leading innovation clusters according to WIPO’s 2025 rankings.
RankInnovation ClusterCountry
1Shenzhen–Hong Kong–Guangzhou China / Hong Kong
2Tokyo–Yokohama Japan
3San Jose–San Francisco United States
4Beijing China
5Seoul South Korea
6Shanghai–Suzhou China
7New York City United States
8London United Kingdom
9Boston–Cambridge United States
10Los Angeles United States
11Osaka–Kobe–Kyoto Japan
12Paris France
13Hangzhou China
14San Diego United States
15Nanjing China
16Singapore Singapore / Malaysia
17Washington–Baltimore United States
18Wuhan China
19Tel Aviv–Jerusalem Israel
20Seattle United States
21Bengaluru India
22Amsterdam–Rotterdam Netherlands
23Philadelphia United States
24Chengdu China
25Daejeon South Korea
26Delhi India
27Munich Germany
28Nagoya Japan
29Xi'an China
30Berlin Germany
31Chicago United States
32Stockholm Sweden
33Toronto Canada
34Qingdao China
35Denver United States
36Sydney Australia
37Austin United States
38Houston United States
39Hefei China
40Zürich Switzerland
41Taipei–Hsinchu Taiwan*
42Copenhagen Denmark
43Cologne Germany
44Changsha China
45Barcelona Spain
46Mumbai India
47Madrid Spain
48Moscow Russia
49São Paulo Brazil
50Tianjin China
51Minneapolis United States
52Melbourne Australia
53Raleigh United States
54Stuttgart Germany
55Brussels–Antwerp Belgium
56Milan Italy
57Chongqing China
58Istanbul Turkey
59Atlanta United States
60Helsinki Finland
61Dallas United States
62Montréal Canada
63Tehran Iran
64Frankfurt am Main Germany
65Eindhoven Netherlands
66Vancouver Canada
67Miami United States
68Jinan China
69Cambridge United Kingdom
70Harbin China
71Dublin Ireland
72Changchun China
73Portland United States
74Vienna Austria
75Shenyang China
76Pittsburgh United States
77Oxford United Kingdom
78Phoenix United States
79Mexico City Mexico
80Zhengzhou China
81Xiamen China
82Rome Italy
83Cairo Egypt
84Chennai India
85Oslo Norway
86Kuala Lumpur Malaysia
87Heidelberg–Mannheim Germany
88Dalian China
89Warsaw Poland
90Lyon France
91Hamburg Germany
92Salt Lake City United States
93Ningbo China
94Manchester United Kingdom
95Busan South Korea
96Ann Arbor United States
97Göteborg Sweden
98Macau–Zhuhai China
99Ningde China
100Zhenjiang China
China and the U.S. dominate the rankings, while innovation hotspots in Japan, South Korea, Europe, and India also feature prominently.
Shenzhen–Hong Kong–Guangzhou claims the top spot globally, followed by Tokyo–Yokohama and Silicon Valley’s San Jose–San Francisco corridor.
Unlike city rankings, WIPO’s clusters often span multiple metropolitan areas and even national borders. The organization uses a bottom-up methodology that identifies regions with dense concentrations of inventors and scientific authors, rather than relying on political boundaries. As a result, clusters often represent entire innovation ecosystems rather than individual cities.
The Concentration of Innovation
Innovation clusters emerge because talent, capital, and institutions tend to reinforce one another. Leading research universities attract scientists, successful startups attract investors, and large technology firms create opportunities for commercialization. Over time, these advantages compound.
This dynamic helps explain why a handful of regions consistently dominate global innovation. Silicon Valley benefits from world-class universities, deep venture capital markets, and a culture of entrepreneurship. Similarly, China’s leading clusters have been supported by sustained investment in research, advanced manufacturing, and technology commercialization.
The concentration of innovation has become an increasingly important factor in global economic competition. Recent analysis from Foreign Affairs argues that technological leadership is now a central pillar of geopolitical power, while research from CSIS highlights how government-supported R&D ecosystems can accelerate innovation capacity.
China’s Rise Reshapes the Innovation Map
One of the most notable trends in recent years has been the rapid rise of Chinese innovation clusters. Shenzhen–Hong Kong–Guangzhou now ranks as the world’s leading cluster, while Beijing and Shanghai–Suzhou also place among the global elite. China hosts more top-100 clusters than any other economy.
At the same time, the U.S. remains a dominant force in commercialization and venture capital. New York, Los Angeles, Boston, Seattle, and Silicon Valley continue to rank among the world’s most influential innovation ecosystems. In areas such as artificial intelligence innovation, American clusters continue to attract a disproportionate share of global investment and entrepreneurial activity.
Learn More on the Voronoi App
To see how innovation leadership has evolved over centuries, and what today’s leading clusters might signal about the future, check out Long Waves: The History of Innovation Cycles on the Voronoi app.
Ranked: The World’s Most Valuable Unicorns in 2026
Ranked: The World’s Most Valuable Unicorns 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
The world’s 30 most valuable unicorns are worth a combined $3.9 trillion.
AI companies account for roughly 60% of that combined valuation.
Just two companies, Anthropic and OpenAI, make up nearly half of the total value shown in this ranking.
The world’s most valuable unicorns are no longer led by fintech, e-commerce, or social media platforms. In 2026, artificial intelligence companies dominate the top of the private-market rankings.
This graphic ranks the world’s most valuable unicorn companies, defined as private firms valued at $1 billion or more.
The data comes from Crunchbase, based on each firm’s latest reported private-market valuation.
AI Dominates the Unicorn Landscape
Anthropic tops the ranking with a valuation of $965 billion, followed closely by OpenAI at $852 billion. Together, these two AI leaders are worth a combined $1.8 trillion.
RankCompanyValuation
1 Anthropic$965B
2 OpenAI$852B
3 ByteDance$480B
4 Stripe$159B
5 Ant Group$150B
6 Databricks$134B
7 Waymo$126B
8 Reliance Retail$101B
9 Revolut$75B
10 Shein$66B
11 Anduril Industries$61B
12 Reliance Jio$58B
13 Ramp$44B
14 Canva$42B
15 Checkout.com$40B
16 Ripple$40B
17 Figure$39B
18 Project Prometheus$38B
19 Safe Superintelligence$32B
20 Fanatics$31B
21 Alibaba Bendi Shenghuo Fuwu Gongsi$30B
22 VAST Data$30B
23 Anysphere$29B
24 Scale$29B
25 Cognition$26B
26 OKX$25B
27 FNZ$24B
28 JUUL$23B
29 Epic Games$23B
30 Yangtze Memory Technologies$23B
Beyond the top two, several other AI-focused companies appear in the rankings, including Databricks, Figure, Safe Superintelligence, Anysphere, Scale AI, and Cognition.
The United States Leads Global Unicorn Creation
American companies dominate the list, accounting for a substantial majority of the top-ranked unicorns.
This leadership reflects the depth of U.S. venture capital markets, access to technical talent, and a mature startup ecosystem capable of scaling companies to enormous valuations.
At the same time, the list highlights how innovation remains geographically diverse. China, India, the United Kingdom, Australia, and Seychelles are all represented among the world’s most valuable private companies.
Fintech, Commerce, and Mobility Remain Major Themes
While AI captures much of the spotlight, several of the world’s largest unicorns operate in other industries.
Stripe, Revolut, Checkout.com, and Ramp are among the highest-valued fintech companies, reflecting ongoing demand for digital financial services.
China’s ByteDance remains one of the largest private companies globally, while Shein continues to demonstrate the scale that online retail platforms can achieve.
In mobility and transportation, Waymo’s valuation highlights investor optimism surrounding autonomous driving technologies.
The list also includes Alibaba Bendi Shenghuo Fuwu Gongsi, Alibaba Group’s local services division, which includes food delivery and on-demand commerce platforms.
Learn More on the Voronoi App
If you enjoyed today’s post, check out Ranked: The Biggest U.S. Companies by Revenue (2024–2026) on Voronoi.
Charted: How Many Years of Supply Life Are Left for Commodities?
Published 12 hours ago on June 24, 2026
By Cody Good
Graphics & Design
Akhila Ayyalasomayajula
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The following content is sponsored by Global X Canada
Charted: How Many Years of Supply Life Are Left for Commodities?
Key Takeaways
Rare earth metals had the largest reduction in supply life, losing nearly 300 years worth of supply between 2020 and 2025.
Lithium (-127 years) and uranium (-31 years) followed rare earths, while other commodities like oil & gas, copper, and gold all remained relatively stable.
In just five years, the world has reduced the supply life of rare earth metals by nearly 300 years.
This graphic, in partnership with Global X Canada, is the first of three graphics in the Investing in Commodities series. It shows how the supply life of different critical commodities has changed between 2020-2025 using data from the USGS, OPEC, and NEA.
Rare Earths With the Steepest Drop
Rare earth metals recorded the biggest change between 2020 and 2025. Their estimated supply life fell from 500 years to 218 years, a drop of 282 years.
Critical Commodity20202025
Rare Earth Metals500218
Lithium255128
Uranium12190
Oil6158
Natural Gas5151
Cobalt5039
Copper4243
Silver2123
Gold1720
Source: USGS Mineral Commodity Summaries (2021 – 2026); OPEC Annual Statistical Bulletin; Nuclear Energy Agency
For uranium, the 2020 and 2025 values are estimated from 2021 and 2023 NEA data points.
Lithium supply life declined by 127 years, while uranium had a smaller drop of 31 years. These drops matter for electric vehicles, wind turbines, and defense technologies that all rely on steady rare earths and other critical minerals.
Traditional Commodities More Stable
The sharpest supply-life shifts centered on critical minerals, not legacy commodities. Cobalt is the lone critical mineral with moderate change, having a decline of 11 years.
For legacy commodities, oil had a modest reduction of 4 years while the precious metals, silver and gold, saw slight increases in supply while others stayed essentially flat.
Investing in Commodities
For investors, shrinking supply life can signal where demand growth may collide with limited resource availability. It can also highlight geopolitical risk when supply remains heavily concentrated in just a handful of countries.
Commodity ETFs can offer diversified access without selecting individual producers. As demand grows, Global X Canada’s ETFs may help investors position around long-term resource trends.
To learn more, explore the Global X All-In-One Commodity Producers Equity ETF (COMX). Minimize the guesswork of trying to pick which commodity segment may outperform each year.
See how COMX offers diversified access across precious metals, energy, and base metals producers.
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Ranked: Top 25 Private Landowners in the U.S.
Ranked: Top 25 Private Landowners in the U.S.
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:
The top 25 private landowners in America collectively control roughly 24.5 million acres, an area comparable to the entire state of Indiana.
Stan Kroenke ranks first with 2.7 million acres after adding nearly 937,000 acres through the acquisition of the Singleton Ranches.
The top four landowners alone control approximately 9.3 million acres, accounting for nearly 38% of the acreage held by the top 25.
America’s largest private landowners oversee vast stretches of ranchland, timberland, farmland, and conservation areas.
Using data from The Land Report 100, this visualization created by Julie R. Peasley ranks the 25 individuals and families with the largest landholdings in the country.
While public lands often dominate discussions about America’s geography, private ownership remains the prevailing model. Farms, ranches, forests, and other working landscapes account for much of that acreage.
America’s Largest Private Landowners
The following table ranks the 25 largest private landowners in the United States, based on estimated acreage holdings compiled by The Land Report.
RankNameTotal Acres
1Stan Kroenke2,700,000
2Emmerson Family2,440,000
3John Malone2,200,000
4Ted Turner2,000,000
5Reed Family1,615,000
6Peter Buck1,320,000
7Irving Family1,267,000
8King Ranch Heirs911,000
9Pingree Heirs830,000
10Cullen Heirs800,000
11Briscoe Family738,000
12Wilks Brothers652,000
13Thomas Peterffy647,000
14Stefan Soloviev629,000
15Brad Kelley624,000
16Lykes Heirs615,000
17Ford Family600,000
18Westervelt Heirs600,000
19Stimson Family552,000
20Martin Family550,000
21Jeff Bezos462,000
22Zane & Tanya Kiehne455,000
23Shannon Kizer445,000
24Simplot Family443,000
25Fisher Family440,000
Ownership at the top is highly concentrated. The four largest landowners each control at least 2 million acres, and together they hold roughly 9.3 million acres. Even the 25th-ranked owner, the Fisher family, controls approximately 440,000 acres, an area larger than many U.S. counties.
Stan Kroenke’s rise to the top spot marks the biggest shift in the latest rankings. The sports and real estate billionaire increased his holdings to 2.7 million acres after acquiring nearly one million additional acres in New Mexico, the largest U.S. land transaction in more than a decade.
His portfolio includes ranches across the American West in addition to ownership stakes in the Los Angeles Rams, Denver Nuggets, and Colorado Avalanche, among other sports franchises. His holdings now span roughly 4,200 square miles.
Timber, Ranching, and Conservation Dominate the List
Despite their diverse backgrounds, many of America’s largest landowners generate value from similar land uses.
The Emmerson family, ranked second with 2.44 million acres, built its holdings through Sierra Pacific Industries, America’s largest private timber company. Meanwhile, John Malone, who ranks third with 2.2 million acres, has increasingly focused on conservation initiatives, sustainable agriculture, and land stewardship. Ted Turner, fourth with 2 million acres, is widely known for combining ranching operations with one of North America’s largest private bison conservation efforts.
Further down the ranking, several names reflect multigenerational landownership. The King Ranch heirs, Pingree heirs, Cullen heirs, and Briscoe family all trace significant portions of their holdings to historic ranching, timber, and energy fortunes built over decades or even centuries.
The list also includes modern entrepreneurs such as Subway co-founder Peter Buck and Amazon founder Jeff Bezos. Despite being one of the world’s wealthiest individuals, Bezos ranks just 21st with roughly 462,000 acres.
Why Private Land Ownership Matters
Private land ownership plays a central role in how America’s landscapes are managed. According to the USDA, roughly 70% of the nation’s land is privately owned, making private landowners critical partners in conservation, agriculture, forestry, and wildlife management.
When a country has more private land than public land, decisions about resource management and habitat protection often depend on individual owners rather than government agencies. Large landowners can therefore have an outsized influence on environmental outcomes, particularly when land remains dedicated to working forests, ranches, or conservation easements.
Foreign ownership of U.S. land is another closely watched topic. Foreign entities own tens of millions of acres nationwide, with Canadian entities historically leading foreign ownership of U.S. land, and Chinese entities holding roughly 1% of foreign-owned U.S. acreage. However, the vast majority of acreage on this ranking remains held by U.S.-based individuals and families.
Learn More on the Voronoi App
Interested in exploring more of America’s largest privately held assets?
Check out America’s 10 Biggest Private Companies by Revenue on the Voronoi app to see which privately owned firms generate the most revenue in the country.
Mapped: Which Countries Hold the Biggest Mineral Reserves?
Which Countries Hold the Biggest Mineral 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 holds the largest reserves of five major minerals, more than any other country in the dataset.
China leads in rare earths and graphite reserves, giving it a major position in several strategic supply chains.
Some minerals are heavily concentrated in a single country, including platinum-group metals in South Africa (83%) and phosphate in Morocco (69%).
A small group of countries controls the world’s largest reserves of many of the minerals that power modern economies.
This map shows the top reserve-holding country for 18 key minerals, from iron ore and copper to rare earths and cobalt. In several cases, a single nation accounts for an outsized share of global reserves, creating potential supply chain bottlenecks and geopolitical leverage.
The data for this visualization comes from the U.S. Geological Survey’s Mineral Commodity Summaries 2026 and the World Nuclear Association.
Australia Leads Across Multiple Resources
While some countries dominate a single resource, Australia stands out for the breadth of its mineral wealth. It ranks first globally in reserves of five major commodities, giving it one of the most diversified resource bases in the world.
The country ranks first in reserves of gold, uranium, iron ore, zinc, and manganese.
MineralLargest reservesShare
Gold Australia20%
Silver Peru18%
Copper Chile21%
Uranium Australia28%
Diamond Russia44%
Coal U.S.23%
Lithium Chile25%
Iron ore Australia31%
Bauxite (Aluminum) Guinea26%
Rare Earth China52%
Nickel Indonesia44%
Cobalt DRC50%
Phosphate Morocco69%
Graphite China32%
Zinc Australia27%
Potash Canada45%
Manganese Australia32%
Platinum-Group Metals South Africa83%
Its dominance in iron ore is particularly significant, with 31% of global reserves.
Australia is also home to 28% of the world’s uranium reserves, making it an important player in the future of nuclear energy.
China’s Strategic Resource Position
China leads global reserves of both rare earth elements and graphite, two minerals that sit at the center of modern industrial supply chains.
Together, they support technologies ranging from EV batteries and wind turbines to semiconductors and advanced defense systems.
Rare earths are especially important because they are difficult to substitute in many advanced technologies.
Where Mineral Reserves Are Most Concentrated
Some of the world’s most important mineral reserves are concentrated in just one country. South Africa holds 83% of global platinum-group metal reserves, Morocco controls 69% of phosphate reserves, and the Democratic Republic of Congo accounts for half of global cobalt reserves. This concentration can make global supply chains highly dependent on a small number of producers.
Meanwhile, Indonesia holds 44% of nickel reserves, another key ingredient in electric vehicle batteries.
Learn More on the Voronoi App
If you enjoyed today’s post, check out Where Are the World’s Rare Earth Metals? on Voronoi, the new app from Visual Capitalist.
Mapped: Where Diesel Prices Have Surged Since the Iran War
Mapped: Where Diesel Prices Have Surged Since the Iran War
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:
Diesel prices have more than doubled in Laos (+149.7%) and Fiji (+110.1%) since the Iran war began.
Several major economies have seen sharp increases, including the U.S. (+40.5%), UK (+30.1%), China (+28.6%), and South Korea (+26.3%).
Oil-producing countries such as Saudi Arabia, Kuwait, Oman, and Algeria recorded no diesel price growth, highlighting how domestic supply can shield consumers from global energy shocks.
Fuel markets have been under pressure since the start of the Iran war, as concerns over oil supply disruptions pushed energy prices higher.
This visualization by Iswardi Ishak, using data from Global Petrol Prices, shows how diesel prices changed between February 23 and June 1, revealing where the conflict’s impact on fuel markets has been felt most acutely.
Unlike gasoline, diesel is deeply tied to freight transportation, agriculture, manufacturing, and construction, making it an important indicator of broader economic pressures.
How Diesel Prices Have Changed Around the World
The table below shows diesel price changes for the 128 countries in the dataset:
RankCountryDiesel Price Change (Feb 23-Jun 1)
1 Laos149.7%
2 Fiji110.1%
3 Burma (Myanmar)85.6%
4 Lesotho84.4%
5 Indonesia80.1%
6 United Arab Emirates71.8%
7 New Zealand70.6%
8 Peru64.5%
9 Malaysia62.9%
10 Tanzania60.4%
11 Nepal58.5%
12 Curacao55.7%
13 Lebanon54.6%
14 Singapore54.0%
15 Chile54.0%
16 Honduras53.8%
17 Panama53.7%
18 Mayotte52.9%
19 Vietnam49.3%
20 Sri Lanka48.0%
21 South Africa47.9%
22 Philippines46.4%
23 Puerto Rico45.6%
24 Mozambique45.5%
25 Namibia44.0%
26 USA40.5%
27 Sierra Leone40.4%
28 Kenya39.8%
29 Georgia38.9%
30 Pakistan38.1%
31 Zimbabwe37.5%
32 Grenada37.5%
33 Bosnia and Herzegovina36.5%
34 Ukraine35.6%
35 Malawi35.2%
36 Bulgaria35.0%
37 Moldova34.6%
38 Aruba33.2%
39 Morocco32.9%
40 Thailand32.1%
41 Cape Verde32.0%
42 Jordan31.8%
43 Paraguay31.2%
44 Zambia31.1%
45 Costa Rica30.6%
46 United Kingdom30.1%
47 Cambodia29.3%
48 Cayman Islands28.9%
49 China28.6%
50 Cyprus28.1%
51 Andorra28.0%
52 Ghana27.8%
53 El Salvador27.6%
54 Australia27.5%
55 Jamaica26.7%
56 South Korea26.3%
57 Macedonia25.7%
58 Guyana25.0%
59 Montenegro24.8%
60 Argentina24.5%
61 Netherlands24.2%
62 France23.9%
63 Canada23.8%
64 Czech Republic23.6%
65 Hong Kong22.9%
66 Estonia22.7%
67 Guatemala22.5%
68 Latvia21.3%
69 Mauritius20.9%
70 Finland20.9%
71 Liechtenstein20.1%
72 Croatia19.4%
73 Lithuania18.9%
74 Austria18.4%
75 Switzerland18.1%
76 Luxembourg18.1%
77 Uruguay18.0%
78 Suriname18.0%
79 Belgium17.9%
80 Iceland17.7%
81 Slovakia17.2%
82 Italy17.2%
83 Egypt17.1%
84 Portugal17.0%
85 Sweden16.9%
86 Romania16.9%
87 Denmark16.6%
88 Taiwan16.5%
89 Rwanda16.1%
90 Dominican Republic15.6%
91 Ecuador15.0%
92 Bangladesh15.0%
93 Bahrain14.5%
94 Spain14.4%
95 Brazil14.3%
96 Poland13.0%
97 Israel13.0%
98 Slovenia12.4%
99 Greece12.4%
100 Serbia12.1%
101 Ireland11.4%
102 Japan10.8%
103 Wallis and Futuna10.7%
104 India8.3%
105 Turkey8.2%
106 Qatar7.9%
107 Germany7.4%
108 Hungary7.0%
109 Benin4.2%
110 Ivory Coast3.7%
111 Mexico3.6%
112 Colombia2.7%
113 Belarus2.7%
114 Russia1.7%
115 Norway1.3%
116 Tunisia0.0%
117 Saudi Arabia0.0%
118 Saint Lucia0.0%
119 Oman0.0%
120 Nicaragua0.0%
121 Malta0.0%
122 Madagascar0.0%
123 Kuwait0.0%
124 Cameroon0.0%
125 Burkina Faso0.0%
126 Bolivia0.0%
127 Algeria0.0%
128 Barbados-1.2%
The data highlights how differently countries have absorbed the shock. While diesel prices surged across much of Asia, Oceania, and parts of Africa, increases were generally more modest across several European economies. Government pricing policies, fuel subsidies, and domestic energy production all help explain these differences.
Meanwhile, several major oil-producing countries, including Saudi Arabia, Kuwait, Oman, and Algeria, recorded no diesel price growth, underscoring how domestic production and government fuel pricing policies can insulate consumers from global shocks.
The Countries Hit Hardest by Diesel Inflation
The steepest diesel price increases were concentrated in a diverse group of fuel-importing economies. Laos tops the ranking with a 149.7% increase, followed by Fiji (+110.1%), Myanmar (+85.6%), and Lesotho (+84.4%).
A number of countries also recorded increases above 60%, including Indonesia, the United Arab Emirates, New Zealand, Peru, Malaysia, and Tanzania. These gains far exceeded the increases seen across most advanced economies and underscore how global energy shocks can affect countries very differently.
How Does This Compare to Gasoline Prices?
The diesel surge mirrors trends seen in gasoline markets since the conflict began. In the United States, gasoline prices rose roughly 50% from pre-war levels during the sharpest phase of the crisis, according to reporting from PBS and NBC News.
However, some analysts note that gasoline prices have recently begun easing as crude oil markets adjust and fears of major supply disruptions have moderated. Yahoo Finance reports that falling oil prices and improving market sentiment have helped pull fuel prices off their highs, though prices remain elevated relative to pre-war levels.
The contrast illustrates a familiar pattern in energy markets: prices can rise rapidly when geopolitical risks emerge but often take longer to normalize once those risks fade.
Why Diesel Matters for the Broader Economy
Diesel is often viewed as a leading indicator of economic cost pressures because it powers much of the world’s freight network. When diesel prices rise, transportation becomes more expensive, increasing costs for manufacturers, retailers, farmers, and construction firms. Those higher costs can eventually filter through to consumers in the form of broader inflation.
In that vein, Reuters found that higher fuel costs are increasing expenses for American farmers, while economists have warned that sustained energy inflation could place additional pressure on consumer prices. Similar concerns have emerged across Europe and Asia as businesses absorb higher transportation and operating costs.
This helps explain why investors continue to closely monitor developments in the Middle East. Even small changes in global oil flows can have outsized effects on fuel prices, transportation costs, and economic growth.
Learn More on the Voronoi App
If you enjoyed this post, check out How Much Does Everyone Pay for Gas Around the Globe? on the Voronoi app to compare fuel prices across countries and see where drivers pay the most, and least, at the pump.
Mapped: The States Carrying the Most Debt Per Resident
See more visualizations like this on the Voronoi app.
Mapped: The States Carrying the Most Debt Per Resident
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
Connecticut carries America’s highest state debt burden at nearly $26,200 per resident, more than 13 times Tennessee’s level.
California carries almost $500 billion in state debt, the largest total in the nation, but ranks only 10th on a per-resident basis.
Illinois, New Jersey, Hawaii, and Massachusetts also rank among the states with the heaviest debt burdens per resident.
When Americans think about government debt, they usually focus on Washington. But states have accumulated billions in obligations of their own.
This map shows state government debt per resident across all 50 states using data from the Reason Foundation. While states such as California and New York carry some of the largest debt loads in total dollars, adjusting for population reveals where government obligations are most concentrated.
The rankings reflect a mix of borrowing decisions, pension liabilities, and long-term fiscal policies that have accumulated over decades.
Where Debt Burdens Are Highest
With nearly $100 billion in debt and a population of just 3.7 million, Connecticut has the highest state debt burden in the country.
For perspective, it carries more debt than Florida, a state home to 23 million people. This works out to nearly $26,200 in debt per resident, reflecting decades of borrowing and underfunding as tax revenues have failed to keep pace with state spending.
The contrast highlights why debt per resident can tell a very different story than total debt alone.
RankStateGovernment State Debt per Capita 2023Total Debt
1Connecticut$26,187$94.4B
2New Jersey$22,968$213.4B
3Hawaii$18,909$27.5B
4Delaware$17,535$17.4B
5Illinois$17,391$222.8B
6Massachusetts$17,082$120.1B
7Wyoming$15,433$8.9B
8Alaska$14,861$10.9B
9North Dakota$13,357$10.4B
10California$12,565$496.8B
11Washington$12,118$93.4B
12New York$11,547$233.3B
13Vermont$10,930$7.0B
14Maryland$9,816$60.6B
15Kentucky$9,376$42.3B
16New Mexico$8,637$18.3B
17Louisiana$8,283$38.6B
18Rhode Island$8,093$8.9B
19Colorado$7,469$43.1B
20Texas$7,443$216.9B
21Maine$6,576$8.9B
22Oregon$6,169$26.1B
23West Virginia$5,897$10.6B
24Pennsylvania$5,872$76.4B
25Montana$5,394$5.8B
26Wisconsin$4,943$29.1B
27Mississippi$4,784$14.2B
28Ohio$4,726$55.8B
29Georgia$4,503$48.2B
30New Hampshire$4,374$6.0B
31Minnesota$4,094$23.4B
32Virginia$4,037$34.9B
33Arkansas$3,985$12.0B
34Michigan$3,891$39.2B
35Nevada$3,850$12.0B
36South Carolina$3,578$18.3B
37Arizona$3,443$24.6B
38Missouri$3,438$21.2B
39Kansas$3,427$10.1B
40Alabama$3,350$16.8B
41Florida$3,334$71.8B
42Iowa$3,180$10.2B
43North Carolina$3,086$32.2B
44Indiana$2,975$20.2B
45Oklahoma$2,871$11.4B
46South Dakota$2,776$2.5B
47Idaho$2,625$4.8B
48Nebraska$2,503$4.9B
49Utah$2,006$6.6B
50Tennessee$1,952$13.5B
Overall, the highest debt burdens are concentrated in the West and Northeast, including New Jersey, Hawaii, and Massachusetts. Notably, their debt burdens are roughly 10 times higher than those of states such as Utah and Tennessee on a per-resident basis.
Why Debt Piles Are So High
For decades, states have failed to put aside enough assets to pay for their pension systems. When these obligations compound over time, they can become some of the largest liabilities on state balance sheets, particularly as the population ages.
Illinois, for instance, had $145 billion in pension debt at the end of 2023, the nation’s highest tab. California followed behind with $90 billion in pension debt, reflecting a large gap between promised retirement benefits and the assets available to fund them.
Tennessee’s Fiscal Discipline
Despite having no income tax, Tennessee has the lowest debt per resident in the country and one of the lowest pension burdens overall.
Historically, the state has taken a conservative approach to debt issuance, maintained strong reserves, and earned one of the highest credit ratings in the country. As a result, long-term obligations have not accumulated to the same extent as in other states.
Tennessee has long been known for its strict approach to public finances, resulting in a per-resident debt burden that is more than 13 times lower than top-ranking Connecticut.
The Long Shadow of State Debt
State debt varies widely across America, reflecting decades of different borrowing decisions, pension obligations, and fiscal policies. The largest burdens were not created overnight, and in many cases they cannot be solved quickly, leaving states to manage the consequences for years to come.
Learn More on the Voronoi App
To learn more about this topic, check out this graphic showing where Americans pay the most taxes by state.
Mapped: People Are Closer on Climate Than They Think
Published 2 hours ago on June 23, 2026
By Ryan Bellefontaine
Graphics & Design
Akhila Ayyalasomayajula
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The following content is sponsored by Lloyd's Register Foundation
Mapped: People Are Closer on Climate Than They Think
Climate action often depends on whether people believe others share their concern. However, new survey data suggests many societies may underestimate public support for treating climate change as serious.
This graphic, in partnership with Lloyd’s Register Foundation, shows the gap between personal climate concern and perceived concern among most others using data from World Risk Poll Report 2026.
Climate Concern Is More Shared Than It Looks
The climate perception gap measures how much personal concern exceeds perceived concern among fellow citizens. In many countries, the difference is positive, meaning people care more than they think others do.
Here is a table that shows the climate perception gap by country.
RankCountryClimate Change is a Very Serious Threat to the Country in Next 20 Years (%)Most Other People in (Country) View Climate Change as a Very Serious Threat to the Country in Next 20 Years (%)Climate Perception Gap (percentage points)
1 Portugal662442
2 United States511041
3 Italy582038
4 United Kingdom531538
5 Uruguay632636
6 Spain632636
7 Argentina612535
8 France491435
9 Germany632934
10 Chile693634
11 Brazil703832
12 Cyprus602832
13 Australia471532
14 Japan542331
15 Ireland532330
16 Greece623329
17 Slovenia471828
18 Sweden421329
19 Hungary583028
20 Costa Rica764927
21 Mexico653827
22 Canada461927
23 Peru643925
24 Ukraine462125
25 Panama724824
26 Norway351123
27 Singapore411823
28 New Zealand371423
29 Belgium361323
30 Czech Republic32924
31 Bolivia603823
32 Malta472621
33 Jamaica452519
34 Mauritius412121
35 Bulgaria523319
36 Serbia442520
37 Iceland23419
38 Colombia715318
39 Georgia674917
40 Romania584018
41 Armenia371918
42 Finland281018
43 Ecuador634617
44 Honduras624517
45 Turkey584118
46 Venezuela553817
47 Paraguay543717
48 Switzerland533617
49 Netherlands281117
50 Albania594513
51 Russia301614
52 Ghana574414
53 South Africa493613
54 Taiwan463313
55 Slovakia392613
56 Israel372413
57 Latvia332013
58 Kenya594712
59 El Salvador513912
60 Bosnia Herzegovina443212
61 Moldova423012
62 Egypt311912
63 South Korea645312
64 Guatemala554411
65 Tajikistan544312
66 Luxembourg524111
67 Algeria372611
68 Lithuania271611
69 Guinea625210
70 Austria615110
71 Zambia605010
72 Gambia524211
73 Uganda50409
74 Cameroon453510
75 Mali423211
76 Estonia17710
77 Lesotho58499
78 Sierra Leone56479
79 Botswana55469
80 Liberia53449
81 Burkina Faso50419
82 Senegal494010
83 Kosovo42339
84 Gabon40318
85 Morocco33249
86 Tunisia30219
87 Montenegro27189
88 United Arab Emirates27189
89 Malawi86788
90 Philippines61538
91 North Macedonia60528
92 Nigeria43358
93 Jordan30228
94 Hong Kong26188
95 Palestine25178
96 Vietnam72656
97 Iraq38317
98 Indonesia36297
99 Bahrain30237
100 Kuwait1697
101 Zimbabwe54485
102 Pakistan49437
103 Azerbaijan44386
104 Kyrgyzstan42366
105 Kazakhstan40346
106 Poland39337
107 Malaysia34286
108 Croatia25197
109 Mozambique52475
110 Sri Lanka29244
111 Benin57533
112 Togo53494
113 Ivory Coast48444
114 Thailand44404
115 Dominican Republic42384
116 Mauritania40364
117 Congo Kinshasa32284
118 Saudi Arabia1174
119 Nepal49463
120 Tanzania48453
121 Denmark27243
122 Libya25224
123 Oman16133
124 Madagascar63612
125 Bangladesh44423
126 Niger44422
127 Congo Brazzaville43412
128 Mongolia36342
129 India33312
130 Laos31292
131 Cambodia29273
132 Chad50492
133 Uzbekistan44431
134 Namibia32311
135 Ethiopia16151
136 Somalia28290
137 Lebanon3941-2
138 Myanmar1921-2
139 Comoros3440-6
140 China2329-6
Portugal and the United States top the ranking, with gaps above 41 percentage points. Italy and the UK follow, both near 38 points.
Only a handful of countries yield the opposite result, including Somalia, Lebanon, Myanmar, Comoros, and China.
The Largest Gaps Are in Wealthier Countries
High-income countries account for 25 of the top 30 gaps. As a result, the biggest story is not apathy, but a misread of social concern.
Nearly half of people in high-income countries see climate change as very serious. Yet only 20% think most others in their country feel the same.
A Silver Lining for Climate Action
This misperception can matter because people often take cues from those around them. Therefore, correcting the gap could make climate concern feel more mainstream.
That makes the finding a potential silver lining. In high-income countries, people may be closer on climate than public debate suggests.
Meanwhile, climate risk continues to shape the global risk landscape, especially as extreme weather influences economies and policy.
Explore the 2026 World Risk Poll Report
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Mapped: Where Americans Earn the Most Per Hour in 2026
Mapped: Where Americans Earn the Most Per Hour 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
Washington, D.C. leads the nation with average hourly earnings of $57.39, more than $13 per hour ahead of second-place Washington state.
Only seven states report average hourly earnings above $40 per hour, with most clustered along the coasts.
Mississippi ranks last at $28.98 per hour, highlighting the wide pay gap across U.S. labor markets.
From technology hubs to government centers, America’s highest-paying labor markets are concentrated in a relatively small number of states.
This ranking compares average hourly earnings across all 50 states and the District of Columbia, showing where workers earn the most per hour in 2026.
The data for this visualization comes from the Bureau of Labor Statistics and reflects average hourly earnings for private-sector employees as of April 2026.
Washington, D.C. Stands Alone
At $57.39 per hour, Washington, D.C. sits in a league of its own.
The district’s unique economy is heavily influenced by the federal government, supporting a vast ecosystem of contractors, consultants, defense firms, law offices, and technology companies.
RankState/DistrictAverage hourly earnings (2026)
1District of Columbia$57.39
2Washington$44.15
3Massachusetts$43.45
4California$42.56
5Connecticut$40.22
6Hawaii$40.07
7New York$40.03
8Colorado$39.86
9New Jersey$38.76
10Minnesota$38.53
11Oregon$38.53
12Alaska$38.34
13Virginia$38.29
14Rhode Island$37.81
15Maryland$37.33
16New Hampshire$36.36
17Illinois$36.35
18Arizona$36.02
19North Dakota$35.98
20Utah$35.91
21Florida$35.85
22Vermont$35.78
23Georgia$35.58
24Idaho$35.47
25Texas$34.85
26Wisconsin$34.69
27North Carolina$34.62
28Michigan$34.36
29Missouri$33.92
30Maine$33.81
31Ohio$33.81
32Pennsylvania$33.57
33Montana$33.48
34Delaware$33.40
35Wyoming$33.40
36South Carolina$33.37
37Nevada$33.24
38Indiana$32.99
39Kansas$32.98
40Nebraska$32.56
41Alabama$32.53
42South Dakota$31.99
43Oklahoma$31.94
44Tennessee$31.79
45New Mexico$31.47
46Louisiana$30.84
47Kentucky$30.72
48West Virginia$30.63
49Iowa$30.59
50Arkansas$29.53
51Mississippi$28.98
This concentration of highly educated workers and specialized industries helps push average earnings in D.C. far above the national norm.
D.C.’s lead over second-place Washington state exceeds $13 per hour, making it the only U.S. jurisdiction with average hourly earnings above $50.
Tech Hubs and Coastal States Lead the Rankings
Several of the highest-paying states are home to major technology and innovation centers.
Washington ($44.15), Massachusetts ($43.45), and California ($42.56) all rank among the top four thanks to strong technology, biotechnology, and professional services sectors.
Meanwhile, states such as Connecticut, New York, New Jersey, and Maryland benefit from proximity to financial centers and large concentrations of corporate headquarters.
The South and Appalachia Trail the National Leaders
Many of the lowest-ranked states are located in the South and Appalachia. Mississippi recorded the lowest average hourly earnings at $28.98, followed by Arkansas at $29.53 and Iowa at $30.59.
Lower wages in these states are often linked to industry composition, lower costs of living, and a smaller presence of high-paying sectors such as technology and finance.
However, many of these states continue to attract investment in manufacturing, logistics, and energy projects that could gradually reshape local labor markets.
Learn More on the Voronoi App
If you enjoyed today’s post, check out The States Where Housing Prices Have Surged the Most (2021–2026) on Voronoi.
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