Maps
Mapped: The World’s Record Heat Waves
See this visualization first on the Voronoi app.
Mapped: The World’s Record Heat Waves
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.
From South Asia to North America, extreme heat waves are becoming more frequent, intense, and widespread.
In April 2024, temperatures hit 44°C in Jaipur, India, and a scorching 50°C in Shaheed Benazirabad, Pakistan, as a severe heat wave swept across South Asia. Experts now warn that these conditions are fast becoming the new normal in many parts of the world.
According to NASA, there is “unequivocal evidence that Earth is warming at an unprecedented rate.” Supporting this, the Copernicus Earth Observation Program confirmed that July 22, 2024, was the hottest global average daily temperature on record—17.16°C since tracking began in 1940.
This Statista map highlights a selection of national and continental heat records set over the past six years.
Heat Waves Around the World
At the national level, countries around the world have shattered heat records in just the last six years. For example, Cambodia and Myanmar set new highs in April 2024, with 42.8°C and 48.2°C respectively. In 2022, Australia and Uruguay matched their national records at 50.7°C and 44.0°C, while the UK broke the 40°C barrier for the first time ever.
In 2021, one of the hottest years globally, Canada registered a staggering 49.6°C, marking the third-highest national temperature in the world during this period—remarkable for a country known for its cold climate. That same summer, Italy reported 48.8°C in Syracuse, a European record later confirmed by the World Meteorological Organization.
Country | Temp (°C) | Temp (°F) | Year |
---|---|---|---|
🇲🇽 Mexico | 51.9 | 125.4 | 2024 |
🇦🇺 Australia | 50.7 | 123.3 | 2022 |
🇹🇷 Turkey | 49.5 | 121.1 | 2023 |
🇨🇦 Canada | 49.6 | 121.3 | 2021 |
🇲🇱 Mali | 48.5 | 119.3 | 2024 |
🇮🇹 Italy | 48.8 | 119.8 | 2021 |
🇲🇲 Myanmar | 48.2 | 118.8 | 2024 |
🇪🇸 Spain | 47.6 | 117.7 | 2021 |
🇫🇷 France | 46.0 | 114.8 | 2019 |
🇻🇳 Vietnam | 44.2 | 111.6 | 2023 |
🇧🇷 Brazil | 44.8 | 112.6 | 2023 |
🇺🇾 Uruguay | 44.0 | 111.2 | 2022 |
🇰🇭 Cambodia | 42.8 | 109.0 | 2024 |
🇯🇵 Japan | 41.1 | 106.0 | 2020 |
🇬🇧 United Kingdom | 40.3 | 104.5 | 2022 |
🇦🇶 Antarctica | 18.3 | 64.9 | 2020 |
Even Antarctica felt the heat: in 2020, the Esperanza Base recorded temperatures above 18°C during the austral summer. And Europe has seen repeated summer heatwaves break long-standing records, from France (46°C in 2019) to Germany (42.6°C) and Belgium (41.8°C).
Despite the growing list of extremes, the highest temperature ever officially recorded remains 56.7°C in California’s Death Valley, set back in 1913.
Learn More on the Voronoi App 
If you enjoyed this graphic, make sure to check this chart to see how heat waves in U.S. cities have nearly tripled since the 1960s.

This article was published as a part of Visual Capitalist's Creator Program, which features data-driven visuals from some of our favorite Creators around the world.
Maps
Mapped: The Size of Each Country’s Shadow Economy
From illicit trade to informal business transactions, the global shadow economy makes up a staggering 11.3% of GDP.

Mapped: The Size of the World’s Shadow Economies
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
- Globally, the shadow economy is estimated to equal 11.8% of GDP.
- The underground economy is valued at more than half of GDP in Sierra Leone, Niger, and Nepal.
- Meanwhile, America’s shadow economy accounts for 5% of GDP, valued at an estimated $1.4 trillion.
The global shadow economy generates trillions in revenue each year, driven by criminal activity and other unreported transactions.
In low income countries, shadow activity makes up a larger slice of GDP, standing at an estimated 42.4% share. In comparison, this drops to 5.9% of GDP in rich countries, with the UAE seeing the smallest share overall.
This graphic shows the size of each country’s shadow economy, based on analysis from the Ernst & Young Global Shadow Economy Report 2025.
Defining the Shadow Economy
To start, the shadow economy includes unreported or untaxed activity, making it difficult for authorities to monitor.
This includes illegal enterprises, drug trafficking, street vendors, or cash transactions made off the books. While measuring the informal economy is hard to quantify, it has shrunk from 17.7% of world GDP in 2000 to 11.8% in 2023.
Breaking Down the Shadow Economy by Country
Here are countries with the largest shadow economies as a share of GDP:
Rank | Country | Shadow Economy % of GDP in 2023 | Shadow Economy Value | GDP 2023 |
---|---|---|---|---|
1 | 🇸🇱 Sierra Leone | 64.5 | $4.1B | $6.4B |
2 | 🇳🇪 Niger | 56.3 | $9.5B | $16.8B |
3 | 🇳🇵 Nepal | 51.0 | $20.9B | $40.9B |
4 | 🇪🇹 Ethiopia | 50.2 | $80.2B | $159.8B |
5 | 🇧🇮 Burundi | 49.2 | $2.1B | $4.2B |
6 | 🇲🇱 Mali | 46.8 | $9.5B | $20.2B |
7 | 🇹🇿 Tanzania | 44.7 | $35.4B | $79.1B |
8 | 🇧🇫 Burkina Faso | 43.8 | $8.9B | $20.3B |
9 | 🇨🇩 DRC | 42.1 | $28.2B | $66.9B |
10 | 🇲🇿 Mozambique | 39.8 | $8.4B | $21.0B |
11 | 🇰🇪 Kenya | 38.4 | $41.8B | $108.8B |
12 | 🇲🇲 Myanmar | 37.9 | $24.4B | $64.5B |
13 | 🇿🇲 Zambia | 35.6 | $10.0B | $28.2B |
14 | 🇵🇰 Pakistan | 35.0 | $118.1B | $337.5B |
15 | 🇸🇩 Sudan | 34.9 | $13.3B | $38.1B |
16 | 🇨🇲 Cameroon | 33.3 | $16.4B | $49.3B |
17 | 🇹🇯 Tajikistan | 33.2 | $4.0B | $11.9B |
18 | 🇧🇯 Benin | 32.9 | $6.5B | $19.7B |
19 | 🇨🇬 Congo | 32.6 | $4.6B | $14.2B |
20 | 🇧🇴 Bolivia | 32.1 | $14.6B | $45.5B |
21 | 🇵🇬 Papua New Guinea | 31.4 | $9.6B | $30.7B |
22 | 🇺🇬 Uganda | 31.1 | $15.2B | $48.8B |
23 | 🇱🇸 Lesotho | 30.9 | $0.6B | $2.1B |
24 | 🇲🇼 Malawi | 30.9 | $3.9B | $12.7B |
25 | 🇳🇮 Nicaragua | 30.7 | $5.5B | $17.8B |
26 | 🇦🇴 Angola | 30.2 | $25.6B | $84.8B |
27 | 🇳🇬 Nigeria | 30.0 | $109.1B | $363.8B |
28 | 🇧🇩 Bangladesh | 29.0 | $126.8B | $437.4B |
29 | 🇨🇮 Cote d'Ivoire | 28.8 | $22.7B | $78.9B |
30 | 🇹🇬 Togo | 28.1 | $2.6B | $9.2B |
31 | 🇦🇱 Albania | 27.8 | $6.5B | $23.5B |
32 | 🇵🇪 Peru | 27.1 | $72.5B | $267.6B |
33 | 🇲🇦 Morocco | 27.0 | $39.0B | $144.4B |
34 | 🇬🇭 Ghana | 26.8 | $20.5B | $76.4B |
35 | 🇭🇳 Honduras | 26.7 | $9.2B | $34.4B |
36 | 🇪🇨 Ecuador | 26.5 | $31.5B | $118.8B |
37 | 🇰🇭 Cambodia | 26.4 | $11.2B | $42.3B |
38 | 🇿🇦 South Africa | 26.3 | $100.1B | $380.7B |
39 | 🇮🇳 India | 26.1 | $931.1B | $3,567.6B |
40 | 🇻🇳 Vietnam | 25.1 | $107.9B | $429.7B |
41 | 🇮🇶 Iraq | 24.8 | $62.2B | $250.8B |
42 | 🇺🇿 Uzbekistan | 24.4 | $24.8B | $101.6B |
43 | 🇬🇹 Guatemala | 24.3 | $25.4B | $104.5B |
44 | 🇩🇿 Algeria | 24.2 | $59.9B | $247.6B |
45 | 🇹🇭 Thailand | 24.0 | $123.6B | $515.0B |
46 | 🇮🇩 Indonesia | 23.8 | $326.3B | $1,371.2B |
47 | 🇬🇦 Gabon | 23.1 | $4.5B | $19.4B |
48 | 🇮🇷 Iran | 22.5 | $91.0B | $404.6B |
49 | 🇬🇪 Georgia | 22.1 | $6.8B | $30.8B |
50 | 🇪🇬 Egypt | 21.2 | $84.0B | $396.0B |
51 | 🇹🇳 Tunisia | 21.2 | $10.3B | $48.5B |
52 | 🇨🇴 Colombia | 20.9 | $76.0B | $363.5B |
53 | 🇵🇾 Paraguay | 20.9 | $9.0B | $43.0B |
54 | 🇵🇭 Philippines | 20.7 | $90.5B | $437.1B |
55 | 🇧🇷 Brazil | 20.6 | $447.8B | $2,173.7B |
56 | 🇨🇳 China | 20.3 | $3,612.3B | $17,794.8B |
57 | 🇱🇰 SriLanka | 20.1 | $17.0B | $84.4B |
58 | 🇸🇻 El Salvador | 19.9 | $6.8B | $34.0B |
59 | 🇹🇲 Turkmenistan | 19.7 | $11.9B | $60.6B |
60 | 🇱🇧 Lebanon | 19.6 | N/A | N/A |
61 | 🇺🇦 Ukraine | 19.3 | $34.5B | $178.8B |
62 | 🇦🇲 Armenia | 18.9 | $4.6B | $24.1B |
63 | 🇧🇦 Bosnia and Herzegovina | 18.6 | $5.1B | $27.5B |
64 | 🇧🇾 Belarus | 18.3 | $13.2B | $71.9B |
65 | 🇯🇴 Jordan | 18.3 | $9.3B | $51.0B |
66 | 🇲🇽 Mexico | 17.9 | $320.2B | $1,789.1B |
67 | 🇦🇷 Argentina | 17.8 | $115.0B | $646.1B |
68 | 🇦🇿 Azerbaijan | 17.7 | $12.8B | $72.4B |
69 | 🇷🇸 Serbia | 17.2 | $14.0B | $81.3B |
70 | 🇧🇼 Botswana | 17.0 | $3.3B | $19.4B |
71 | 🇲🇰 North Macedonia | 16.9 | $2.7B | $15.8B |
72 | 🇱🇾 Libya | 16.3 | $7.4B | $45.1B |
73 | 🇩🇴 Dominican Republic | 16.2 | $19.7B | $121.4B |
74 | 🇹🇷 Türkiye | 16.1 | $180.0B | $1,118.3B |
75 | 🇨🇷 Costa Rica | 13.8 | $11.9B | $86.5B |
76 | 🇲🇪 Montenegro | 13.6 | $1.0B | $7.5B |
77 | 🇺🇾 Uruguay | 13.5 | $10.4B | $77.2B |
78 | 🇷🇴 Romania | 13.1 | $46.0B | $350.8B |
79 | 🇷🇺 Russia | 13.1 | $264.8B | $2,021.4B |
80 | 🇲🇾 Malaysia | 12.3 | $49.2B | $399.7B |
81 | 🇵🇦 Panama | 12.1 | $10.1B | $83.3B |
82 | 🇬🇷 Greece | 12.0 | $29.2B | $243.5B |
83 | 🇨🇱 Chile | 11.9 | $39.9B | $335.5B |
84 | 🇬🇾 Guyana | 11.8 | $2.0B | $17.2B |
85 | 🇰🇿 Kazakhstan | 11.2 | $29.4B | $262.6B |
86 | 🇲🇺 Mauritius | 10.6 | $1.5B | $14.6B |
87 | 🇧🇬 Bulgaria | 10.5 | $10.8B | $102.4B |
88 | 🇵🇷 Puerto Rico | 10.3 | $12.1B | $117.9B |
89 | 🇵🇱 Poland | 9.7 | $78.5B | $809.2B |
90 | 🇭🇷 Croatia | 9.3 | $7.8B | $84.4B |
91 | 🇱🇻 Latvia | 9.3 | $3.9B | $42.2B |
92 | 🇵🇹 Portugal | 9.3 | $26.9B | $289.1B |
93 | 🇭🇺 Hungary | 9.2 | $19.5B | $212.4B |
94 | 🇸🇰 Slovak Republic | 8.9 | $11.8B | $132.9B |
95 | 🇳🇿 New Zealand | 8.2 | $20.7B | $252.2B |
96 | 🇸🇮 Slovenia | 8.0 | $5.5B | $69.1B |
97 | 🇮🇹 Italy | 7.8 | $179.5B | $2,300.9B |
98 | 🇮🇸 Iceland | 7.6 | $2.4B | $31.3B |
99 | 🇰🇷 Korea | 7.6 | $130.2B | $1,712.8B |
100 | 🇲🇹 Malta | 7.5 | $1.7B | $22.3B |
101 | 🇪🇸 Spain | 7.5 | $121.5B | $1,620.1B |
102 | 🇪🇪 Estonia | 7.4 | $3.1B | $41.3B |
103 | 🇱🇹 Lithuania | 7.4 | $5.9B | $79.8B |
104 | 🇩🇪 Germany | 6.8 | $307.7B | $4,525.7B |
105 | 🇫🇷 France | 6.7 | $204.5B | $3,051.8B |
106 | 🇯🇵 Japan | 6.7 | $281.7B | $4,204.5B |
107 | 🇸🇪 Sweden | 6.7 | $39.2B | $585.0B |
108 | 🇦🇹 Austria | 6.6 | $33.8B | $511.7B |
109 | 🇧🇪 Belgium | 6.6 | $42.6B | $644.8B |
110 | 🇫🇮 Finland | 6.6 | $19.5B | $295.5B |
111 | 🇨🇿 Czechia | 6.5 | $22.3B | $343.2B |
112 | 🇳🇴 Norway | 6.4 | $31.1B | $485.3B |
113 | 🇴🇲 Oman | 6.4 | $7.0B | $108.8B |
114 | 🇳🇱 Netherlands | 6.3 | $72.7B | $1,154.4B |
115 | 🇱🇺 Luxembourg | 6.1 | $5.2B | $85.8B |
116 | 🇩🇰 Denmark | 5.9 | $24.0B | $407.1B |
117 | 🇦🇺 Australia | 5.7 | $98.5B | $1,728.1B |
118 | 🇮🇱 Israel | 5.5 | $28.2B | $513.6B |
119 | 🇧🇸 Bahamas | 5.4 | $0.8B | $14.3B |
120 | 🇨🇾 Cyprus | 5.3 | $1.8B | $33.9B |
121 | 🇬🇧 UK | 5.3 | $179.2B | $3,380.9B |
122 | 🇸🇦 Saudi Arabia | 5.2 | $55.5B | $1,067.6B |
123 | 🇮🇪 Ireland | 5.1 | $28.1B | $551.4B |
124 | 🇨🇭 Switzerland | 5.1 | $45.1B | $884.9B |
125 | 🇺🇸 United States | 5.0 | $1,386.0B | $27,720.7B |
126 | 🇨🇦 Canada | 4.5 | $96.4B | $2,142.5B |
127 | 🇰🇼 Kuwait | 4.0 | $6.5B | $163.7B |
128 | 🇸🇬 Singapore | 3.4 | $17.0B | $501.4B |
129 | 🇧🇭 Bahrain | 2.5 | $1.2B | $46.1B |
130 | 🇶🇦 Qatar | 2.2 | $4.7B | $213.0B |
131 | 🏳️ UAE | 2.1 | $10.8B | $514.1B |
As we can see, Sierra Leone ranks first overall, with its shadow economy equaling 64.5% of GDP.
Like many other sub-Saharan African countries, the informal economy employs millions of workers, including subsistence farmers, street vendors, and small business owners. Underscoring this trend are limited opportunities in the formal sector along with bureaucratic red tape.
In particular, the DRC stands out in both the scale of its informal economy and prevalence of organized crime.
Meanwhile, Nepal ranks third overall, with shadow activity accounting for 51% of GDP. Notably, the agriculture sector employs a substantial share of informal workers. In fact, 85% of Nepal’s labor force participates in the informal economy, making it a vital source of livelihood for many.
In contrast, America’s underground economy comprises just 5% of GDP, yet its sheer size—valued at $1.4 trillion—makes it one of the world’s largest.
Learn More on the Voronoi App 
To learn more about this topic from a violent crime perspective, check out this graphic on violent crime rates by U.S. state.
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