Money
Interactive: Visualizing Median Income For All 3,000+ U.S. Counties
Interactive: Visualizing Median Income for All 3,000+ U.S. Counties
When thinking about the United States and its economy, we often think in terms of maps.
That’s why we have previously visualized the country’s $18 trillion economy by comparing specific regions to similarly sized countries. It’s also why we have shown the extreme variance in population distribution across counties, or highlighted the average income of the “Top 1%” throughout the country.
But there is perhaps nothing more telling or interesting to explore than the “granddaddy” of all economic maps: an interactive visualization of median household income.
That’s why today’s fantastic interactive map from Overflow Data is such a treat. It covers all 3,007 U.S. counties using color coding to show the richest and poorest counties based on median income, and it also allows users to drill down to the stats on counties at the state level.
Coasts, Mountains, and Oil
While the areas around coastal cities like San Francisco, Los Angeles, New York City, Boston, or Washington, D.C. are often thought of as the wealthier parts of the country, this map helps reveal two other “belts” in the country with median incomes well above the national average of $53,889.
The first is in the mountains through states like Utah, Colorado, Wyoming and even parts of Nevada – where there is a cluster of more than 40 counties with median incomes of $60,000 or above. Aside from upscale ski areas in places like Summit County, UT or Jackson, WY, the counties in this belt also feature cities like Boulder, CO, or Salt Lake City, UT.
Areas that are rich in natural resources, such as parts of Alaska, Texas, and North Dakota, also tend to have more counties with above average median incomes. For example, Williams County, ND, is in the middle of the Bakken oilfield – and the median household income there is $88,013.
In Alaska, the northernmost county of North Slope Borough has less than 8,000 residents, but they boast a median household income of $72,576.
Tougher Times
On this map, the less wealthy areas are also very evident – and they tend to be most concentrated in the Southeast region of the country.
Many states, including ones like Kentucky, Alabama, Mississippi, Montana, Louisiana, Missouri, New Mexico, Arkansas, Texas, West Virginia, North Carolina, South Carolina, and South Dakota, all have some counties that are at the very low end of median income spectrum.
More specifically, there are only two counties in the country that have income levels below $20,000: Sumter County, AL, and McCreary County, KY.
Markets
Visualizing $97 Trillion of Global Debt in 2023
Global debt has soared since the pandemic. Which countries have the biggest stockpile of debt outstanding in 2023?
Visualizing $97 Trillion of Government Debt in 2023
Global government debt is projected to hit $97.1 trillion this year, a 40% increase since 2019.
During the COVID-19 pandemic, governments introduced sweeping financial measures to support the job market and prevent a wave of bankruptcies. However, this has exposed vulnerabilities as higher interest rates are amplifying borrowing costs.
This graphic shows global debt by country in 2023, based on projections from the International Monetary Fund (IMF).
Debt by Country in 2023
Below, we rank countries by their general government gross debt, or the financial liabilities owed by each country:
| Country | Gross Debt (B) | % of World Total | Debt to GDP |
|---|---|---|---|
| 🇺🇸 U.S. | $33,228.9 | 34.2% | 123.3% |
| 🇨🇳 China | $14,691.7 | 15.1% | 83.0% |
| 🇯🇵 Japan | $10,797.2 | 11.1% | 255.2% |
| 🇬🇧 UK | $3,468.7 | 3.6% | 104.1% |
| 🇫🇷 France | $3,353.9 | 3.5% | 110.0% |
| 🇮🇹 Italy | $3,141.4 | 3.2% | 143.7% |
| 🇮🇳 India | $3,056.7 | 3.1% | 81.9% |
| 🇩🇪 Germany | $2,919.3 | 3.0% | 65.9% |
| 🇨🇦 Canada | $2,253.3 | 2.3% | 106.4% |
| 🇧🇷 Brazil | $1,873.7 | 1.9% | 88.1% |
| 🇪🇸 Spain | $1,697.5 | 1.7% | 107.3% |
| 🇲🇽 Mexico | $954.6 | 1.0% | 52.7% |
| 🇰🇷 South Korea | $928.1 | 1.0% | 54.3% |
| 🇦🇺 Australia | $875.9 | 0.9% | 51.9% |
| 🇸🇬 Singapore | $835.0 | 0.9% | 167.9% |
| 🇧🇪 Belgium | $665.2 | 0.7% | 106.0% |
| 🇦🇷 Argentina | $556.5 | 0.6% | 89.5% |
| 🇮🇩 Indonesia | $552.8 | 0.6% | 39.0% |
| 🇳🇱 Netherlands | $540.9 | 0.6% | 49.5% |
| 🇵🇱 Poland | $419.4 | 0.4% | 49.8% |
| 🇬🇷 Greece | $407.2 | 0.4% | 168.0% |
| 🇹🇷 Türkiye | $397.2 | 0.4% | 34.4% |
| 🇷🇺 Russia | $394.8 | 0.4% | 21.2% |
| 🇦🇹 Austria | $393.6 | 0.4% | 74.8% |
| 🇪🇬 Egypt | $369.3 | 0.4% | 92.7% |
| 🇨🇭 Switzerland | $357.7 | 0.4% | 39.5% |
| 🇹🇭 Thailand | $314.5 | 0.3% | 61.4% |
| 🇮🇱 Israel | $303.6 | 0.3% | 58.2% |
| 🇵🇹 Portugal | $299.4 | 0.3% | 108.3% |
| 🇲🇾 Malaysia | $288.3 | 0.3% | 66.9% |
| 🇿🇦 South Africa | $280.7 | 0.3% | 73.7% |
| 🇵🇰 Pakistan | $260.9 | 0.3% | 76.6% |
| 🇸🇦 Saudi Arabia | $257.7 | 0.3% | 24.1% |
| 🇮🇪 Ireland | $251.7 | 0.3% | 42.7% |
| 🇵🇭 Philippines | $250.9 | 0.3% | 57.6% |
| 🇫🇮 Finland | $225.0 | 0.2% | 73.6% |
| 🇳🇴 Norway | $204.5 | 0.2% | 37.4% |
| 🇨🇴 Colombia | $200.1 | 0.2% | 55.0% |
| 🇹🇼 Taiwan | $200.0 | 0.2% | 26.6% |
| 🇸🇪 Sweden | $192.9 | 0.2% | 32.3% |
| 🇷🇴 Romania | $178.7 | 0.2% | 51.0% |
| 🇧🇩 Bangladesh | $175.9 | 0.2% | 39.4% |
| 🇺🇦 Ukraine | $152.8 | 0.2% | 88.1% |
| 🇨🇿 Czech Republic | $152.2 | 0.2% | 45.4% |
| 🇳🇬 Nigeria | $151.3 | 0.2% | 38.8% |
| 🇦🇪 UAE | $149.7 | 0.2% | 29.4% |
| 🇻🇳 Vietnam | $147.3 | 0.2% | 34.0% |
| 🇭🇺 Hungary | $140.0 | 0.1% | 68.7% |
| 🇨🇱 Chile | $132.2 | 0.1% | 38.4% |
| 🇩🇰 Denmark | $126.7 | 0.1% | 30.1% |
| 🇮🇶 Iraq | $125.5 | 0.1% | 49.2% |
| 🇩🇿 Algeria | $123.5 | 0.1% | 55.1% |
| 🇳🇿 New Zealand | $115.0 | 0.1% | 46.1% |
| 🇮🇷 Iran | $112.1 | 0.1% | 30.6% |
| 🇲🇦 Morocco | $102.7 | 0.1% | 69.7% |
| 🇶🇦 Qatar | $97.5 | 0.1% | 41.4% |
| 🇵🇪 Peru | $89.7 | 0.1% | 33.9% |
| 🇦🇴 Angola | $79.6 | 0.1% | 84.9% |
| 🇰🇪 Kenya | $79.1 | 0.1% | 70.2% |
| 🇸🇰 Slovakia | $75.4 | 0.1% | 56.7% |
| 🇩🇴 Dominican Republic | $72.1 | 0.1% | 59.8% |
| 🇪🇨 Ecuador | $65.9 | 0.1% | 55.5% |
| 🇸🇩 Sudan | $65.5 | 0.1% | 256.0% |
| 🇬🇭 Ghana | $65.1 | 0.1% | 84.9% |
| 🇰🇿 Kazakhstan | $60.7 | 0.1% | 23.4% |
| 🇪🇹 Ethiopia | $59.0 | 0.1% | 37.9% |
| 🇧🇭 Bahrain | $54.5 | 0.1% | 121.2% |
| 🇨🇷 Costa Rica | $53.9 | 0.1% | 63.0% |
| 🇭🇷 Croatia | $51.2 | 0.1% | 63.8% |
| 🇺🇾 Uruguay | $47.0 | 0.0% | 61.6% |
| 🇯🇴 Jordan | $46.9 | 0.0% | 93.8% |
| 🇸🇮 Slovenia | $46.8 | 0.0% | 68.5% |
| 🇨🇮 Côte d'Ivoire | $45.1 | 0.0% | 56.8% |
| 🇵🇦 Panama | $43.5 | 0.0% | 52.8% |
| 🇲🇲 Myanmar | $43.0 | 0.0% | 57.5% |
| 🇴🇲 Oman | $41.4 | 0.0% | 38.2% |
| 🇹🇳 Tunisia | $39.9 | 0.0% | 77.8% |
| 🇷🇸 Serbia | $38.5 | 0.0% | 51.3% |
| 🇧🇴 Bolivia | $37.8 | 0.0% | 80.8% |
| 🇹🇿 Tanzania | $35.8 | 0.0% | 42.6% |
| 🇺🇿 Uzbekistan | $31.7 | 0.0% | 35.1% |
| 🇿🇼 Zimbabwe | $30.9 | 0.0% | 95.4% |
| 🇧🇾 Belarus | $30.4 | 0.0% | 44.1% |
| 🇬🇹 Guatemala | $29.1 | 0.0% | 28.3% |
| 🇱🇹 Lithuania | $28.7 | 0.0% | 36.1% |
| 🇸🇻 El Salvador | $25.8 | 0.0% | 73.0% |
| 🇺🇬 Uganda | $25.3 | 0.0% | 48.3% |
| 🇸🇳 Senegal | $25.2 | 0.0% | 81.0% |
| 🇨🇾 Cyprus | $25.2 | 0.0% | 78.6% |
| 🇱🇺 Luxembourg | $24.6 | 0.0% | 27.6% |
| 🇭🇰 Hong Kong SAR | $23.5 | 0.0% | 6.1% |
| 🇧🇬 Bulgaria | $21.7 | 0.0% | 21.0% |
| 🇨🇲 Cameroon | $20.6 | 0.0% | 41.9% |
| 🇲🇿 Mozambique | $19.7 | 0.0% | 89.7% |
| 🇵🇷 Puerto Rico | $19.6 | 0.0% | 16.7% |
| 🇳🇵 Nepal | $19.3 | 0.0% | 46.7% |
| 🇱🇻 Latvia | $18.9 | 0.0% | 40.6% |
| 🇮🇸 Iceland | $18.7 | 0.0% | 61.2% |
| 🇵🇾 Paraguay | $18.1 | 0.0% | 40.9% |
| 🇱🇦 Lao P.D.R. | $17.3 | 0.0% | 121.7% |
| 🇭🇳 Honduras | $15.7 | 0.0% | 46.3% |
| 🇵🇬 Papua New Guinea | $15.7 | 0.0% | 49.5% |
| 🇹🇹 Trinidad and Tobago | $14.6 | 0.0% | 52.5% |
| 🇦🇱 Albania | $14.5 | 0.0% | 62.9% |
| 🇨🇬 Republic of Congo | $14.1 | 0.0% | 97.8% |
| 🇦🇿 Azerbaijan | $14.1 | 0.0% | 18.2% |
| 🇾🇪 Yemen | $14.0 | 0.0% | 66.4% |
| 🇯🇲 Jamaica | $13.6 | 0.0% | 72.3% |
| 🇲🇳 Mongolia | $13.1 | 0.0% | 69.9% |
| 🇧🇫 Burkina Faso | $12.7 | 0.0% | 61.2% |
| 🇬🇦 Gabon | $12.5 | 0.0% | 64.9% |
| 🇬🇪 Georgia | $11.9 | 0.0% | 39.6% |
| 🇲🇺 Mauritius | $11.8 | 0.0% | 79.7% |
| 🇦🇲 Armenia | $11.8 | 0.0% | 47.9% |
| 🇧🇸 Bahamas | $11.7 | 0.0% | 84.2% |
| 🇲🇱 Mali | $11.0 | 0.0% | 51.8% |
| 🇲🇹 Malta | $11.0 | 0.0% | 54.1% |
| 🇰🇭 Cambodia | $10.9 | 0.0% | 35.3% |
| 🇧🇯 Benin | $10.6 | 0.0% | 53.0% |
| 🇲🇼 Malawi | $10.4 | 0.0% | 78.6% |
| 🇪🇪 Estonia | $9.0 | 0.0% | 21.6% |
| 🇨🇩 Democratic Republic of Congo | $9.0 | 0.0% | 13.3% |
| 🇷🇼 Rwanda | $8.8 | 0.0% | 63.3% |
| 🇳🇦 Namibia | $8.5 | 0.0% | 67.6% |
| 🇲🇬 Madagascar | $8.5 | 0.0% | 54.0% |
| 🇳🇪 Niger | $8.3 | 0.0% | 48.7% |
| 🇲🇰 North Macedonia | $8.2 | 0.0% | 51.6% |
| 🇧🇦 Bosnia and Herzegovina | $7.7 | 0.0% | 28.6% |
| 🇲🇻 Maldives | $7.7 | 0.0% | 110.3% |
| 🇬🇳 Guinea | $7.3 | 0.0% | 31.6% |
| 🇳🇮 Nicaragua | $7.2 | 0.0% | 41.5% |
| 🇧🇧 Barbados | $7.2 | 0.0% | 115.0% |
| 🇹🇬 Togo | $6.1 | 0.0% | 67.2% |
| 🇰🇬 Kyrgyz Republic | $6.0 | 0.0% | 47.0% |
| 🇲🇩 Moldova | $5.6 | 0.0% | 35.1% |
| 🇹🇩 Chad | $5.4 | 0.0% | 43.2% |
| 🇰🇼 Kuwait | $5.4 | 0.0% | 3.4% |
| 🇲🇷 Mauritania | $5.1 | 0.0% | 49.5% |
| 🇭🇹 Haiti | $5.1 | 0.0% | 19.6% |
| 🇬🇾 Guyana | $4.9 | 0.0% | 29.9% |
| 🇲🇪 Montenegro | $4.6 | 0.0% | 65.8% |
| 🇫🇯 Fiji | $4.6 | 0.0% | 83.6% |
| 🇹🇲 Turkmenistan | $4.2 | 0.0% | 5.1% |
| 🇹🇯 Tajikistan | $4.0 | 0.0% | 33.5% |
| 🇧🇼 Botswana | $3.9 | 0.0% | 18.7% |
| 🇬🇶 Equatorial Guinea | $3.8 | 0.0% | 38.3% |
| 🇸🇷 Suriname | $3.8 | 0.0% | 107.0% |
| 🇸🇸 South Sudan | $3.8 | 0.0% | 60.4% |
| 🇧🇹 Bhutan | $3.3 | 0.0% | 123.4% |
| 🇦🇼 Aruba | $3.2 | 0.0% | 82.9% |
| 🇸🇱 Sierra Leone | $3.1 | 0.0% | 88.9% |
| 🇨🇻 Cabo Verde | $2.9 | 0.0% | 113.1% |
| 🇧🇮 Burundi | $2.3 | 0.0% | 72.7% |
| 🇱🇷 Liberia | $2.3 | 0.0% | 52.3% |
| 🇽🇰 Kosovo | $2.2 | 0.0% | 21.3% |
| 🇸🇿 Eswatini | $2.0 | 0.0% | 42.4% |
| 🇧🇿 Belize | $1.9 | 0.0% | 59.3% |
| 🇱🇨 Saint Lucia | $1.8 | 0.0% | 74.2% |
| 🇬🇲 Gambia | $1.7 | 0.0% | 72.3% |
| 🇩🇯 Djibouti | $1.6 | 0.0% | 41.8% |
| 🇦🇬 Antigua and Barbuda | $1.6 | 0.0% | 80.5% |
| 🇸🇲 San Marino | $1.5 | 0.0% | 74.0% |
| 🇬🇼 Guinea-Bissau | $1.5 | 0.0% | 73.9% |
| 🇱🇸 Lesotho | $1.5 | 0.0% | 61.3% |
| 🇦🇩 Andorra | $1.4 | 0.0% | 37.7% |
| 🇨🇫 Central African Republic | $1.4 | 0.0% | 50.1% |
| 🇸🇨 Seychelles | $1.3 | 0.0% | 60.8% |
| 🇻🇨 Saint Vincent and the Grenadines | $0.9 | 0.0% | 86.2% |
| 🇬🇩 Grenada | $0.8 | 0.0% | 60.2% |
| 🇩🇲 Dominica | $0.7 | 0.0% | 93.9% |
| 🇰🇳 Saint Kitts and Nevis | $0.6 | 0.0% | 53.2% |
| 🇻🇺 Vanuatu | $0.5 | 0.0% | 46.8% |
| 🇰🇲 Comoros | $0.5 | 0.0% | 33.3% |
| 🇸🇹 São Tomé and Príncipe | $0.4 | 0.0% | 58.5% |
| 🇸🇧 Solomon Islands | $0.4 | 0.0% | 22.2% |
| 🇧🇳 Brunei Darussalam | $0.3 | 0.0% | 2.3% |
| 🇼🇸 Samoa | $0.3 | 0.0% | 36.2% |
| 🇹🇱 Timor-Leste | $0.3 | 0.0% | 16.4% |
| 🇵🇼 Palau | $0.2 | 0.0% | 85.4% |
| 🇹🇴 Tonga | $0.2 | 0.0% | 41.1% |
| 🇫🇲 Micronesia | $0.1 | 0.0% | 12.5% |
| 🇲🇭 Marshall Islands | $0.1 | 0.0% | 18.1% |
| 🇳🇷 Nauru | <$0.1 | 0.0% | 29.1% |
| 🇰🇮 Kiribati | <$0.1 | 0.0% | 13.1% |
| 🇹🇻 Tuvalu | <$0.1 | 0.0% | 8.0% |
| 🇲🇴 Macao SAR | <$0.1 | 0.0% | 0.0% |
| 🌐 World | $97,129.8 | 100% | 93.0% |
With $33.2 trillion in government debt, the U.S. makes up over a third of the world total.
Given the increasing debt load, the cost of servicing this debt now accounts for 20% of government spending. It is projected to reach $1 trillion by 2028, surpassing the total spent on defense.
The world’s third-biggest economy, Japan, has one of the highest debt to GDP ratios, at 255%. Over the last two decades, its national debt has far exceeded 100% of its GDP, driven by an aging population and social security expenses.
In 2023, Egypt faces steep borrowing costs, with 40% of revenues going towards debt repayments. It has the highest debt on the continent.
Like Egypt, several emerging economies are facing strain. Lebanon has been in default since 2020, and Ghana defaulted on the majority of its external debt—debt owed to foreign lenders—in 2022 amid a deepening economic crisis.
Global Debt: A Regional Perspective
How does debt compare on a regional level in 2023?
| Region | Gross Debt (B) | % of World Total | Debt to GDP |
|---|---|---|---|
| North America | $36,451.8 | 37.5% | 117.6% |
| Asia and Pacific | $34,257.4 | 35.3% | 92.5% |
| Europe | $20,123.4 | 20.7% | 79.1% |
| South America | $3,164.9 | 3.3% | 77.2% |
| Africa | $1,863.6 | 1.9% | 65.2% |
| Other/Rest of World | $1,269.1 | 1.3% | 31.4% |
We can see that North America has both the highest debt and debt to GDP compared to other regions. Just as U.S. debt has ballooned, so has Canada’s—ranking as the 10th-highest globally in government debt outstanding.
Across Asia and the Pacific, debt levels hover close to North America.
At 3.3% of the global total, South America has $3.2 trillion in debt. As inflation has trended downwards, a handful of governments have already begun cutting interest rates. Overall, public debt levels are projected to stay elevated across the region.
Debt levels have also risen rapidly in Africa, with an average 40% of public debt held in foreign currencies—leaving it exposed to exchange rate fluctuations. Another challenge is that interest rates are also higher across the region compared to advanced economies, increasing debt-servicing costs.
By 2028, the IMF projects that global public debt will exceed 100% of GDP, hitting levels only seen during the pandemic.
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