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Visualizing the $19 Trillion Global Cost of Conflict

2025-11-22 02:22:39

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Bubble chart showing the global cost of conflict in 2024.

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Visualizing the $19 Trillion Global Cost of Conflict

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

  • Global military expenditures were $9 trillion in 2024 in PPP U.S. dollars.
  • Overall, GDP losses were an estimated $462 billion worldwide due to war and conflict.

Last year, the economic impact of violence reached $19.1 trillion, or $717 billion higher than the previous year.

This came as conflict deaths hit 25-year highs, and wars continued in the Ukraine and Gaza. In response to heightened geopolitical tensions, European nations have injected billions into defense spending. Even Japan plans to double its defense spending to 2% of GDP.

This graphic shows the global cost of conflict in 2024, based on analysis from the Institute for Economic and Peace.

Breaking Down the Cost of Conflict

Below, we show the economic impact of violence worldwide, with figures including direct and indirect costs:

Category Total Economic Impact 2024
(PPP U.S. Dollars)
YoY Change
Military expenditure $9.0T $540B
Internal security expenditure $5.7T $50B
Private security $1.5T $20B
Homicide $1.1T -$23B
Violent crime $617B -$5B
GDP losses $462B $141B
Refugees and IDPs $343B $1B
Incarceration $142B $2B
Conflict deaths $56B $4B
Peacebuilding $30B -$2B
Small arms $22B -$2B
Peacekeeping $16B -$2B
Terrorism $8B -$7B
Total $19.1T $717B

In 2024, military spending grew by $540 billion to reach $9 trillion.

Overall, 84 countries increased spending on military as a share of GDP, with Norway, Denmark, and Bangladesh seeing the greatest jumps. U.S. military spending totaled $949 billion, while China followed at $450 billion, in international dollars.

As the second-highest cost, internal security expenditure hit $5.7 trillion. This includes costs associated with policing and the judicial system.

Meanwhile, GDP losses causes by conflict surged 44% in 2024 to reach $462 billion. Compared to 2008, GDP losses have more than quadrupled, while the cost of conflict deaths has followed a similar trend.

Adding to this, the cost of refugees and internally displaced persons (IDPs) had an economic toll of $343 billion. Today, 122 million people globally are forcibly displaced, more than doubling from 2008.

Learn More on the Voronoi App

To learn more about this topic, check out this graphic on Europe’s biggest armies.

Ranked: Countries Seeing the Fastest Growth in Migrant Populations

2025-11-21 22:42:11

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Chart showing international migration trends over 35 years, showing how migrant shares grew across OECD countries.

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Charted: 35 Years of International Migration

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

  • Global migration more than doubled since 1990, reflecting growing international mobility.
  • Out of OECD countries, Switzerland has the largest share of migrants at 31.1%. This is more than a 12 percentage point increase compared to 1990.

International migration has expanded at a remarkable pace over the past 35 years. As economies globalized and mobility increased, more people moved across borders for work, safety, and education.

This chart tracks how the share of foreign-born residents has changed across advanced economies since 1990. The data for this visualization comes from the United Nations.

Countries With the Highest Migrant Shares

Switzerland, Australia, and New Zealand show some of the highest migration shares among advanced economies.

Each has seen steady increases since 1990, driven by strong labor demand and open migration channels. Smaller economies like Iceland and Austria also experienced rapid growth, transforming their demographic landscapes. These countries have become some of the most internationally diverse populations in the world.

International migrants as a share of population, in OECD countries

Country 1990 2010 2024
🇨🇭 Switzerland 18.7% 26.2% 31.1%
🇦🇺 Australia 23.3% 26.6% 30.4%
🇳🇿 New Zealand 15.5% 22.0% 28.2%
🇦🇹 Austria 8.3% 15.4% 25.5%
🇮🇸 Iceland 3.8% 11.0% 25.1%
🇮🇪 Ireland 6.5% 16.5% 23.1%
🇨🇦 Canada 15.3% 20.6% 22.2%
🇸🇪 Sweden 9.2% 14.6% 21.4%
🇧🇪 Belgium 9.5% 14.3% 20.0%
🇩🇪 Germany 8.7% 14.4% 19.8%
🇪🇸 Spain 2.1% 13.4% 18.5%
🇳🇴 Norway 4.5% 10.7% 18.2%
🇬🇧 UK 6.4% 12.2% 17.1%
🇳🇱 Netherlands 7.9% 11.0% 16.2%
🇺🇸 U.S. 9.2% 14.1% 15.2%
🇩🇰 Denmark 4.6% 9.2% 14.2%
🇬🇷 Greece 6.0% 11.9% 14.2%
🇫🇷 France 10.3% 11.5% 13.8%
🇮🇹 Italy 2.7% 7.8% 11.0%
🇵🇹 Portugal 4.4% 7.2% 10.8%
🇨🇿 Czechia 4.3% 6.6% 9.5%
🇫🇮 Finland 1.3% 4.3% 9.2%
🇹🇷 Türkiye 2.1% 1.9% 8.1%
🇵🇱 Poland 3.0% 1.7% 4.5%
🇰🇷 South Korea 0.0% 1.2% 3.5%
🇯🇵 Japan 0.9% 1.7% 2.8%
🇲🇽 Mexico 0.8% 0.8% 1.3%

New Migration Hubs in Europe and Asia

Spain, Türkiye, and South Korea illustrate how quickly migration patterns can shift. Spain saw one of the steepest increases, rising from just 2% in 1990 to over 18% today. South Korea’s share climbed from near zero to 3.5%, reflecting its shift to a high-income economy attracting foreign workers. Türkiye’s rise underscores its growing role as both a destination and a transit hub for regional migration.

Traditional Destinations Still Lead in Absolute Numbers

Countries like the U.S., Germany, Canada, and the U.K. remain top global destinations based on total migrant populations. While their percentages have grown more gradually, their large base populations make them central to global migration flows. These economies continue to rely on international labor to fill workforce gaps and support long-term demographic stability.

Learn More on the Voronoi App

If you enjoyed today’s post, check out Total Fertility Rates By Country on Voronoi, the new app from Visual Capitalist.

Mapped: College Costs as a Percentage of Income by U.S. State

2025-11-21 20:26:45

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Map showing which U.S. states have the highest and lowest college costs in 2025, measured as a share of median household income.

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College Costs as a Percentage of Income by U.S. 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

  • The average student loan balance has reached $42,000 as of Q1 2025.
  • College is cheapest in Utah, while Pennsylvania ranks as the most burdensome relative to household income.

College affordability continues to be a major concern across the U.S., especially as student loan balances climb. This map breaks down the cost of college in each state based on how much of the median household income is required to cover tuition and education expenses.

The data for this visualization comes from WalletHub. WalletHub analyzed the cost of attendance for full-time, in-state undergraduate students living on campus, across 49 states. Alaska was removed from the sample due to data limitations.

The Most Expensive States for College

Pennsylvania ranks as the least affordable state, with college costs equal to 72.48% of median household income. Rhode Island (71.16%) and New York (68.33%) follow closely. These Northeast states have some of the highest tuition levels in the country, driven by both private and public institutions. Even though Pennsylvania allocates significant funding for student aid, overall costs remain steep enough to outpace most other states.

Overall Rank State College Cost as a% of Household Income
1 Pennsylvania 72.5%
2 Rhode Island 71.2%
3 New York 68.3%
4 Massachusetts 62.2%
5 Illinois 61.9%
6 Vermont 60.4%
7 Connecticut 59.7%
8 Louisiana 57.8%
9 Oregon 57.8%
10 Ohio 57.0%
11 Missouri 56.6%
12 Tennessee 56.3%
13 New Hampshire 55.7%
14 Wisconsin 54.7%
15 Mississippi 54.3%
16 Kentucky 52.3%
17 South Carolina 51.9%
18 Indiana 51.6%
19 California 51.5%
20 Arkansas 51.2%
21 Alabama 50.8%
22 Oklahoma 49.8%
23 Maine 49.6%
24 Nebraska 47.7%
25 Michigan 47.6%
26 West Virginia 47.1%
27 Minnesota 46.0%
28 Arizona 45.9%
29 Washington 45.7%
30 New Jersey 45.7%
31 Iowa 45.6%
32 Florida 45.2%
33 North Carolina 44.5%
34 Texas 43.8%
35 Georgia 42.9%
36 Kansas 42.6%
37 Montana 42.4%
38 Virginia 41.6%
39 New Mexico 41.1%
40 Idaho 39.9%
41 Delaware 39.9%
42 Colorado 39.7%
43 Maryland 37.6%
44 South Dakota 37.1%
45 Nevada 36.6%
46 Hawaii 35.4%
47 Wyoming 34.6%
48 North Dakota 33.1%
49 Utah 27.7%

A large portion of states fall between 45% and 60% of median household income. This group includes states like Oregon, Ohio, Missouri, and Tennessee.

The Most Affordable States

Utah stands out as the most affordable state by far, with college costing just 27.69% of median household income.

Strong state funding and relatively low tuition at public universities keep higher education accessible for residents. North Dakota (33.09%) and Wyoming (34.58%) follow, offering similarly manageable cost structures.

Learn More on the Voronoi App

If you enjoyed today’s post, check out Highest Paying Jobs with No College Degree Required on Voronoi, the new app from Visual Capitalist.

Ranked: U.S. Job Cuts by Industry in 2025

2025-11-21 02:35:58

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Job cuts by industry in 2025 reached almost 1.1 million, led by government, tech, and retail. Explore which sectors saw the biggest increases.

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Ranked: U.S. Job Cuts by Industry 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

  • Employers announced almost 1.1 million job cuts through October 2025, the highest total since 2020.
  • Government, tech, warehousing, and retail saw the largest increases in layoffs, while aerospace, apparel, and transportation saw sharp declines.

The U.S. job market has shifted dramatically in 2025. Employers announced more than a million layoffs through October, up 65% from the same period last year. Much of the increase came from government reductions, including large DOGE-related cuts.

Meanwhile, sectors like tech, retail, and warehousing continued to shed workers at an accelerated pace. This visualization ranks the industries facing the largest job cuts so far this year. The data for this rank comes from Challenger, Gray & Christmas.

Government Layoffs Surged to Record Levels

Government job cuts jumped to more than 307,000, over eight times higher than the same period in 2024. A key driver was DOGE-related layoffs, which resulted in widespread workforce reductions. This made government the largest source of job cuts in 2025 by a wide margin.

Industry Job Cuts (YTD 2025) Same period, 2024
Government 307,638 37,746
Technology 141,159 120,470
Warehousing 90,418 18,904
Retail 88,664 36,136
Services 63,580 39,296
Financial 48,968 38,625
Health Care/Products 44,256 44,816
Consumer Products 41,033 33,865
Non-Profit 27,651 5,329
Food 27,457 24,729
Automotive 26,149 34,314
Pharmaceutical 24,689 12,751
Telecommunications 22,896 10,280
Entertainment/Leisure 22,132 32,087
Education 20,013 26,466
Media 16,680 13,279
Industrial Goods 16,656 20,616
Transportation 15,544 25,739
Energy 15,161 9,702
Electronics 7,112 3,360
Construction 7,032 10,925
Insurance 5,324 5,990
Apparel 3,751 8,016
Aerospace/Defense 3,278 29,526
Utility 2,872 8,963
Chemical 2,800 1,588
Mining 2,526 1,373
FinTech 1,864 5,054
Real Estate 1,795 4,692
Legal 403 202
Total 1,099,500 664,839

Tech, Warehousing, and Retail Continued Their Downturn

The tech sector announced over 141,000 layoffs, extending a multi-year correction driven by restructuring, automation, and slower hiring pipelines. Warehousing recorded one of the steepest increases year over year, rising from 18,900 cuts in 2024 to more than 90,000 in 2025. Retail also saw layoffs more than double.

Several Industries Saw Major Declines in Job Cuts

Not all sectors faced worsening conditions. Aerospace and defense layoffs fell sharply from roughly 29,500 last year to just over 3,200 in 2025. Transportation and apparel also saw significant declines. The improvement in these areas suggests stabilization after several years of turbulence, including Boeing’s 2024 layoff announcement of 2,500 U.S. workers.

Learn More on the Voronoi App

If you enjoyed today’s post, check out Visualizing the Cost of the U.S. Government Shutdown on Voronoi, the new app from Visual Capitalist.

4 Things Investors Need to Know About AI

2025-11-21 00:32:01

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The following content is sponsored by New York Life Investments

4 Things Investors Need to Know About AI

Artificial intelligence (AI) is transforming nearly every part of the global economy, from automating everyday digital tasks to enabling life-saving surgical procedures. As adoption accelerates, investors are asking the same question: where are the biggest opportunities?

This visualization, created in partnership with New York Life Investments, explores four key things investors need to know about AI and how to invest around it.  

1. Who Are the AI Leaders?

Hundreds of AI models have emerged across the globe. However, a smaller group of companies is driving the majority of real-world deployment and innovation. Understanding who leads the AI race helps investors identify the firms best positioned to capture value.

Leading the pack by number of large-scale AI models developed are Google (18 models), Meta (14), and OpenAI (10), the creator of ChatGPT

Company Total
Google 18
Meta 14
OpenAI 10
Anthropic 9
Alibaba 6
DeepMind 6
NVIDIA 5
Mistral AI 4
Tsinghua 4
BAAI 4
Hugging Face 4

Developing these cutting-edge AI systems requires billions in annual R&D spending, as companies around the world pour capital into the next wave of AI breakthroughs.

2. How Much Is Invested in AI on a Global Scale?

In 2024, global artificial intelligence investment reached $252 billion, reflecting a rebound in enthusiasm after recent market volatility. While this is below the $361 billion peak in 2021, renewed momentum, particularly in the U.S. and Europe, signals AI’s return as a major driver of global innovation. Corporate investment, venture funding, and government spending are converging to accelerate adoption across sectors from healthcare to manufacturing.

Year Private Investment ($ billions)
2017 53.7
2018 79.6
2019 103.3
2020 221.9
2021 360.7
2022 253.3
2023 201.0
2024 252.3

Financial resources are only part of the story. AI’s explosive growth also requires enormous amounts of electricity, water, and data center capacity.

3. How Much Power Demand Is AI-Driven?

AI workloads are becoming one of the fastest-growing sources of electricity demand worldwide. Data centers consume vast volumes of energy and water to operate and cool their systems. By 2030, artificial intelligence-related data center requirements could nearly triple, significantly reshaping regional power markets and stressing global infrastructure.

Year Share of total U.S. power demand (%)
2023 3.7
2024 4.3
2025P 5.2
2026P 6.5
2027P 8.0
2028P 9.3
2029P 10.3
2030P 11.7

The technology’s data boom is straining power systems. This is creating major investment opportunities in energy, cooling, and data infrastructure.

With capital, innovation, and infrastructure needs rising rapidly, investors are increasingly looking at performance metrics to see where the strongest returns are emerging.

4. How Did Data Center REITs Perform in 2024?

Riding the wave of AI-driven infrastructure demand, data center REITs surged 25.2% in 2024. This sector dramatically outperformed the broader REIT sector’s 4.9% gain. 

Sector Performance, 2024 (%)
Data Centers 25.2
Healthcare 24.2
Office 21.5
Retail 14.0
Residential 12.8
FTSE Nareit All Equity REITs (average) 4.9
Self Storage -0.5
Lodging/Resorts -2.0
Diversified -10.0
Industrial -17.8

As hyperscalers, cloud providers, and artificial intelligence companies expand their compute capacity, these REITs have become essential assets in the digital economy.

Investing to Power the Future

Artificial intelligence is reshaping everything from productivity and innovation to energy grids and global competition. For investors, the key is understanding how the technology aligns with long-term themes such as infrastructure modernization, enterprise digital transformation, and the rise of intelligent automation. Those who position early could benefit from the structural changes AI is driving across industries.

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Ranked: World’s Most Expensive Condo Markets in 2025

2025-11-20 23:37:27

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Map exploring the world’s most expensive condo markets in 2025

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Ranked: World’s Most Expensive Condo Markets 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

  • Five Swiss cities rank in the global top 10: Zurich, Geneva, Lausanne, Bern, and Basel.
  • Hong Kong tops the list at roughly $25,339 per square meter, followed by Zurich and Lausanne.
  • Singapore (#4) and Seoul (#7) are Asia’s other major entries in the top 10.
  • New York is the only U.S. city to appear, ranking #11.

Condo prices in the world’s top urban markets remain sky-high in 2025, reflecting the global trend toward urban density, luxury demand, and limited housing supply.

According to the latest cost-of-living data, the most expensive places to buy an apartment are clustered in a few high-income regions, most notably Switzerland and East Asia.

The data for this ranking comes from Numbeo, a crowd-sourced global cost-of-living database. It compares average prices per square meter (in U.S. dollars) for apartments in city centers worldwide.

Hong Kong Remains the World’s Costliest Market

Hong Kong maintains its long-standing lead with condos averaging around $25,339 per square meter. Despite recent economic challenges, the city’s limited land, high population density, and enduring appeal as a financial hub continue to drive prices to extreme levels. Singapore, Asia’s other major real estate hotspot, ranks fourth with prices exceeding $22,000 per square meter.

Rank City Price per Square Meter
1 🇭🇰 Hong Kong (China) $25.3K
2 🇨🇭 Zurich, Switzerland $24.8K
3 🇨🇭 Lausanne, Switzerland $22.9K
4 🇸🇬 Singapore, Singapore $22.5K
5 🇨🇭 Bern, Switzerland $22.2K
6 🇨🇭 Geneva, Switzerland $21.8K
7 🇰🇷 Seoul, South Korea $21.6K
8 🇨🇭 Basel, Switzerland $20.9K
9 🇮🇱 Tel Aviv-Yafo, Israel $19.8K
10 🇬🇧 London, United Kingdom $19.7K
11 🇺🇸 New York, U.S. $16.1K
12 🇨🇳 Shanghai, China $14.8K
13 🇨🇳 Beijing, China $14.7K
14 🇹🇼 Taipei, Taiwan $14.4K
15 🇫🇷 Paris, France $13.7K
16 🇩🇪 Munich, Germany $13.1K
17 🇨🇳 Shenzhen, China $12.3K
18 🇦🇺 Sydney, Australia $12.1K
19 🇱🇺 Luxembourg, Luxembourg $12.1K
20 🇸🇪 Stockholm, Sweden $11.8K

Switzerland Dominates Europe’s High-End Housing

Switzerland stands out with five cities appearing in the global top 10. Zurich ranks second overall at $24,758 per square meter, while Lausanne and Bern follow closely behind.

These prices reflect Switzerland’s combination of financial stability, strong currency, and limited developable land in urban centers.

North America and Other Markets Lag Behind

Despite its reputation for high property costs, the United States makes only a single appearance in the top 20: New York City at #11. At $16,104 per square meter, it trails markets in Europe, Asia, and the Middle East.

Meanwhile, cities like Tel Aviv, Munich, and Sydney remain high-value real estate markets in their respective regions. The lowest in the top 20, Stockholm, still averages more than $11,000 per square meter.

Learn More on the Voronoi App

If you enjoyed today’s post, check out Where’s the World Heading in 2026? on Voronoi, the new app from Visual Capitalist.