Household Income Distribution in the U.S. Visualized as 100 Homes
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Household Income Distribution in the U.S. Visualized as 100 Homes

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U.S. household income distribution visualization

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Household Income Distribution in the U.S. Visualized as 100 Homes

Income inequality and wealth disparity have been frequent topics of conversation, even before the pandemic upended the economy.

Now, rising inflation and interest rates, and a possible recession on the horizon are bringing these societal divides into sharp focus.

In the above visualization, U.S. households are parsed out into a neighborhood of 100 homes and then grouped by income brackets, using recent data from the U.S. Census Bureau.

The Neighborhood Breakdown

American households vary widely on their respective incomes. The largest cluster of homes, representing nearly 20% of all American households, are in the $25-$49.9k income bracket.

Here’s a look at the share of households in each income bracket and the number of homes they represent.

Household IncomeShare of TotalNumber of Homes
Under $25K18.1%18
$25K-$49.9K19.7%20
$50K-$74.9K16.5%17
$75K-99.9K12.2%12
$100K-$149.9K15.3%15
$150k-$199.9K8.0%8
Over $200K10.3%10

In our hypothetical neighborhood, 18 of the households are in the lowest income bracket. People in this category have a wide variety of jobs, but personal care aides, cashiers, food and beverage positions are some of the most common. As a point of reference, the poverty line for a family of four currently sits at $26,496.

On the flip side, in this small community of 100 houses, 33 earn six figures and typically have at least one family member in a corporate or medical role.

The American Middle Class

The middle class in America has shrunk significantly in the past 50 years, going from 61% of adults being middle income in 1971 to 50% in 2021.

Here’s a look at the economic class breakdowns by annual household income, based on households with three people (Note: the average U.S. household has 2.6 people):

  • Upper class: >$156,000
  • Middle class:  $52,000-$156,000
  • Lower class: <$52,000

Although these definitions and conditions don’t align exactly with the buckets we use in the main houses visualization, they come pretty close.

In the neighborhood of 100 homes, 38 homes could be considered low income, while 18 are high income. Meanwhile, sitting in the $50-149.9k middle range of household income are 44 homes.

The Larger Trends

The pandemic had an extremely adverse impact on earnings and income worldwide, and the U.S. was no exception.

Median household income decreased 2.9% to $67.5k between 2019 and 2020, the first decrease since 2014. Additionally, the number of people who worked full-time jobs, year-round decreased by around 13.7 million.

That said, when looking at the longer-term trend, the median income for those considered middle class has jumped by 50% over the last five decades. Here’s a look at the median incomes in each economic class in 1970 vs. 2020:

 1970 Median Household Income (in 2020 $)2020 Median Household Income% Change
Low Income$20,604$29,96345%
Middle Income$59,934$90,13150%
Upper Income$130,008$219,57269%

With a recession⁠ highly likely to occur in the U.S., and rising inflation causing increases in the cost of basic, everyday goods, budgets may get tighter for many households in America, and incomes are likely to be impacted as well.

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Mapped: Which Countries Have the Highest Inflation?

Many countries around the world are facing double or triple-digit inflation. See which countries have the highest inflation rates on this map.

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Mapped: Which Countries Have the Highest Inflation Rate?

This was originally posted on Elements. Sign up to the free mailing list to get beautiful visualizations on natural resource megatrends in your email every week.

Inflation is surging nearly everywhere in 2022.

Geopolitical tensions are triggering high energy costs, while supply-side disruptions are also distorting consumer prices. The end result is that almost half of countries worldwide are seeing double-digit inflation rates or higher.

With new macroeconomic forces shaping the global economy, the above infographic shows countries with the highest inflation rates, using data from Trading Economics.

Double-Digit Inflation in 2022

As the table below shows, countless countries are navigating record-high levels of inflation. Some are even facing triple-digit inflation rates. Globally, Zimbabwe, Lebanon, and Venezuela have the highest rates in the world.

CountryInflation Rate, Year-Over-YearDate
🇿🇼 Zimbabwe269.0%Oct 2022
🇱🇧 Lebanon162.0%Sep 2022
🇻🇪 Venezuela156.0%Oct 2022
🇸🇾 Syria139.0%Aug 2022
🇸🇩 Sudan103.0%Oct 2022
🇦🇷 Argentina88.0%Oct 2022
🇹🇷 Turkey85.5%Oct 2022
🇱🇰 Sri Lanka66.0%Oct 2022
🇮🇷 Iran52.2%Aug 2022
🇸🇷 Suriname41.4%Sep 2022
🇬🇭 Ghana40.4%Oct 2022
🇨🇺 Cuba37.2%Sep 2022
🇱🇦 Laos36.8%Oct 2022
🇲🇩 Moldova34.6%Oct 2022
🇪🇹 Ethiopia31.7%Oct 2022
🇷🇼 Rwanda31.0%Oct 2022
🇭🇹 Haiti30.5%Jul 2022
🇸🇱 Sierra Leone29.1%Sep 2022
🇵🇰 Pakistan26.6%Oct 2022
🇺🇦 Ukraine26.6%Oct 2022
🇲🇼 Malawi25.9%Sep 2022
🇱🇹 Lithuania23.6%Oct 2022
🇪🇪 Estonia22.5%Oct 2022
🇧🇮 Burundi22.1%Oct 2022
🇸🇹 Sao Tome and Principe21.9%Sep 2022
🇱🇻 Latvia21.8%Oct 2022
🇭🇺 Hungary21.1%Oct 2022
🇳🇬 Nigeria21.1%Oct 2022
🇲🇰 Macedonia19.8%Oct 2022
🇲🇲 Myanmar19.4%Jun 2022
🇰🇿 Kazakhstan18.8%Oct 2022
🇵🇱 Poland17.9%Oct 2022
🇧🇬 Bulgaria17.6%Oct 2022
🇹🇲 Turkmenistan17.5%Dec 2021
🇧🇦 Bosnia and Herzegovina17.3%Sep 2022
🇲🇪 Montenegro16.8%Oct 2022
🇦🇴 Angola16.7%Oct 2022
🇧🇫 Burkina Faso16.5%Sep 2022
🇪🇬 Egypt16.2%Oct 2022
🇰🇲 Comoros15.9%Sep 2022
🇰🇬 Kyrgyzstan15.4%Oct 2022
🇷🇴 Romania15.3%Oct 2022
🇧🇾 Belarus15.2%Oct 2022
🇨🇿 Czech Republic15.1%Oct 2022
🇷🇸 Serbia15.0%Oct 2022
🇸🇰 Slovakia14.9%Oct 2022
🇲🇳 Mongolia14.5%Oct 2022
🇳🇱 Netherlands14.3%Oct 2022
🇦🇿 Azerbaijan13.7%Oct 2022
🇦🇫 Afghanistan13.6%Sep 2022
🇬🇲 Gambia13.3%Sep 2022
🇭🇷 Croatia13.2%Oct 2022
🇧🇼 Botswana13.1%Oct 2022
🇸🇳 Senegal13.0%Oct 2022
🇨🇱 Chile12.8%Oct 2022
🇽🇰 Kosovo12.7%Oct 2022
🇷🇺 Russia12.6%Oct 2022
🇬🇳 Guinea12.4%Jul 2022
🇧🇪 Belgium12.3%Oct 2022
🇨🇴 Colombia12.2%Oct 2022
🇺🇿 Uzbekistan12.2%Oct 2022
🇨🇬 Congo12.2%Oct 2022
🇳🇮 Nicaragua12.2%Oct 2022
🇰🇾 Cayman Islands12.1%Jun 2022
🇲🇺 Mauritius11.9%Oct 2022
🇲🇿 Mozambique11.8%Oct 2022
🇮🇹 Italy11.8%Oct 2022
🇲🇱 Mali11.3%Sep 2022
🇲🇷 Mauritania11.3%Sep 2022
🇬🇧 United Kingdom11.1%Oct 2022
🇦🇹 Austria11.0%Oct 2022
🇸🇪 Sweden10.9%Oct 2022
🇺🇬 Uganda10.7%Oct 2022
🇬🇪 Georgia10.6%Oct 2022
🇩🇪 Germany10.4%Oct 2022
🇭🇳 Honduras10.2%Oct 2022
🇩🇰 Denmark10.1%Oct 2022
🇵🇹 Portugal10.1%Oct 2022
🇯🇲 Jamaica9.9%Oct 2022
🇸🇮 Slovenia9.9%Oct 2022
🇬🇹 Guatemala9.7%Oct 2022
🇿🇲 Zambia9.7%Oct 2022
🇰🇪 Kenya9.6%Oct 2022
🇦🇲 Armenia9.5%Oct 2022
🇮🇸 Iceland9.4%Oct 2022
🇲🇬 Madagascar9.3%Aug 2022
🇮🇪 Ireland9.2%Oct 2022
🇱🇸 Lesotho9.2%Sep 2022
🇹🇳 Tunisia9.2%Oct 2022
🇬🇷 Greece9.1%Oct 2022
🇺🇾 Uruguay9.1%Oct 2022
🇨🇷 Costa Rica9.0%Oct 2022
🇧🇩 Bangladesh8.9%Oct 2022
🇨🇾 Cyprus8.8%Oct 2022
🇫🇴 Faroe Islands8.8%Sep 2022
🇩🇿 Algeria8.7%Sep 2022
🇳🇵 Nepal8.6%Sep 2022
🇸🇧 Solomon Islands8.5%Aug 2022
🇲🇽 Mexico8.4%Oct 2022
🇬🇼 Guinea Bissau8.4%Sep 2022
🇦🇱 Albania8.3%Oct 2022
🇧🇧 Barbados8.3%Aug 2022
🇫🇮 Finland8.3%Oct 2022
🇲🇦 Morocco8.3%Sep 2022
🇵🇪 Peru8.3%Oct 2022
🇩🇴 Dominican Republic8.2%Oct 2022
🇨🇻 Cape Verde8.2%Oct 2022
🇵🇾 Paraguay8.1%Oct 2022
🇹🇱 East Timor7.9%Sep 2022
🇹🇬 Togo7.9%Sep 2022
🇵🇭 Philippines7.7%Oct 2022
🇺🇸 U.S.7.7%Oct 2022
🇨🇲 Cameroon7.6%Sep 2022
🇳🇴 Norway7.5%Oct 2022
🇸🇬 Singapore7.5%Sep 2022
🇿🇦 South Africa7.5%Sep 2022
🇸🇻 El Salvador7.5%Oct 2022
🇲🇹 Malta7.4%Oct 2022
🇦🇺 Australia7.3%Sep 2022
🇪🇸 Spain7.3%Oct 2022
🇹🇩 Chad7.2%Sep 2022
🇳🇿 New Zealand7.2%Sep 2022
🇧🇿 Belize7.1%Sep 2022
🇳🇦 Namibia7.1%Oct 2022
🇦🇼 Aruba7.0%Sep 2022
🇨🇦 Canada6.9%Oct 2022
🇱🇺 Luxembourg6.9%Oct 2022
🇸🇴 Somalia6.9%Oct 2022
🇮🇳 India6.8%Oct 2022
🇦🇪 United Arab Emirates6.8%Jun 2022
🇬🇾 Guyana6.5%Sep 2022
🇱🇷 Liberia6.5%Jul 2022
🇧🇷 Brazil6.5%Oct 2022
🇧🇸 Bahamas6.3%Aug 2022
🇨🇮 Ivory Coast6.3%Sep 2022
🇹🇹 Trinidad and Tobago6.3%Aug 2022
🇫🇷 France6.2%Oct 2022
🇩🇯 Djibouti6.1%Sep 2022
🇵🇷 Puerto Rico6.1%Sep 2022
🇧🇹 Bhutan6.1%Sep 2022
🇧🇹 Qatar6.0%Sep 2022
🇹🇭 Thailand6.0%Oct 2022
🇸🇿 Swaziland5.8%Aug 2022
🇮🇩 Indonesia5.7%Oct 2022
🇰🇷 South Korea5.7%Oct 2022
🇹🇯 Tajikistan5.7%Sep 2022
🇵🇬 Papua New Guinea5.5%Jun 2022
🇰🇭 Cambodia5.4%Jul 2022
🇮🇶 Iraq5.3%Sep 2022
🇯🇴 Jordan5.2%Oct 2022
🇫🇯 Fiji5.1%Sep 2022
🇮🇱 Israel5.1%Oct 2022
🇳🇨 New Caledonia5.0%Sep 2022
🇹🇿 Tanzania4.9%Oct 2022
🇧🇲 Bermuda4.5%Jul 2022
🇪🇷 Eritrea4.5%Dec 2021
🇲🇾 Malaysia4.5%Sep 2022
🇭🇰 Hong Kong4.4%Sep 2022
🇵🇸 Palestine4.4%Oct 2022
🇧🇳 Brunei4.3%Sep 2022
🇱🇾 Libya4.3%Sep 2022
🇻🇳 Vietnam4.3%Oct 2022
🇪🇨 Ecuador4.0%Oct 2022
🇧🇭 Bahrain4.0%Sep 2022
🇯🇵 Japan3.7%Oct 2022
🇰🇼 Kuwait3.2%Sep 2022
🇳🇪 Niger3.2%Sep 2022
🇲🇻 Maldives3.1%Sep 2022
🇬🇦 Gabon3.0%Jul 2022
🇱🇮 Liechtenstein3.0%Oct 2022
🇸🇦 Saudi Arabia3.0%Oct 2022
🇨🇭 Switzerland3.0%Oct 2022
🇸🇨 Seychelles2.9%Oct 2022
🇬🇶 Equatorial Guinea2.9%Dec 2021
🇧🇴 Bolivia2.9%Oct 2022
🇹🇼 Taiwan2.7%Oct 2022
🇨🇫 Central African Republic2.7%Dec 2021
🇻🇺 Vanuatu2.7%Mar 2022
🇴🇲 Oman2.4%Sep 2022
🇧🇯 Benin2.1%Oct 2022
🇨🇳 China2.1%Oct 2022
🇵🇦 Panama1.9%Sep 2022
🇲🇴 Macau1.1%Sep 2022
🇸🇸 South Sudan-2.5%Aug 2022

*Inflation rates based on the latest available data.

As price pressures mount, 33 central banks tracked by the Bank of International Settlements (out of a total of 38) have raised interest rates this year. These coordinated rate hikes are the largest in two decades, representing an end to an era of rock-bottom interest rates.

Going into 2023, central banks could continue this shift towards hawkish policies as inflation remains aggressively high.

The Role of Energy Prices

Driven by the war in Ukraine, energy inflation is pushing up the cost of living around the world.

Since October 2020, an index of global energy prices—made up of crude oil, natural gas, coal, and propane—has increased drastically.

Double-Digit Inflation

Compared to the 2021 average, natural gas prices in Europe are up sixfold. Real European household electricity prices are up 78% and gas prices have climbed even more, at 144% compared to 20-year averages.

Amid global competition for liquefied natural gas supplies, price pressures are likely to stay high, even though they have fallen recently. Other harmful consequences of the energy shock include price volatility, economic strain, and energy shortages.

“The world is in the midst of the first truly global energy crisis, with impacts that will be felt for years to come”.

-Fatih Birol, executive director of the IEA

Double-Digit Inflation: Will it Last?

If history is an example, taming rising prices could take at least a few years yet.

Take the sky-high inflation of the 1980s. Italy, which managed to combat inflation faster than most countries, brought down inflation from 22% in 1980 to 4% in 1986.

If global inflation rates, which hover around 9.8% in 2022, were to follow this course, it would take at least until 2025 for levels to reach the 2% target.

It’s worth noting that inflation was also highly volatile over this decade. Consider how inflation fell across much of the rich world by 1981 but shot up again in 1987 amid higher energy prices. Federal Reserve chair Jerome Powell spoke to the volatility of inflation at their November meeting, indicating that high inflation has a chance of following a period of low inflation.

While the Federal Reserve projects U.S. inflation to fall closer to its 2% target by 2024, the road ahead could still get a lot bumpier between now and then.

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Money

Visualized: The Security Features of American Money

How can you tell a fake $100 bill from a real one? In this visual we break down the anatomy and security features of American money.

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American money

Visualized: The Security Features of of American Money

In 1739, Benjamin Franklin sought to tackle the issue of counterfeit money in America, using a printing press and leaves to create unique raised patterns on the colonial notes.

Almost 300 years later, Benjamin Franklin is the face of the U.S. $100 bill, and it is protected by a myriad of security features including secret images, special ink, hidden watermarks, and magnetic signatures, among others.

In this visual, we’ve broken down the $100 bill to showcase the anatomy of American currency.

The Makeup of American Money

There are 6 key features that identify real bills and protect the falsification of American money.

① Serial Numbers & EURion Constellation

The most basic form of security on an $100 bill is the serial number. Every bill has a unique number to record data on its production and keep track of how many individual bills are in circulation.

The EURion constellation is star-like grouping of yellow rings near the serial number. It is only detectable by imaging software.

② Color Changing Ink

This ink changes color at different angles thanks to small metallic flakes within the ink itself. The $100 bill, like all other paper bills in the U.S., has its value denoted in color changing ink on the bottom right-hand corner; unlike other bills, it also features a liberty bell image using the ink.

③ Microprinting

Microprinting allows for verifiable images that cannot be scanned by photocopiers or seen by the naked eye. The $100 bill has phrases like “USA 100” written invisibly in multiple places.

④ Intaglio Printing

Rather than regular ink pressed onto the paper, intaglio printing uses magnetic ink and every different bill value has a unique magnetic signature.

⑤ Security Threads & 3D Ribbons

The security thread is a clear, embedded, vertical thread running through the bill. It can only be seen under UV light, contains microprinted text specifying the bill’s value, and on each different bill value it glows a unique color.

Additionally, 3D ribbons are placed in the center of $100 bills with a pattern that slightly changes as it moves.

⑥ Paper, Fibers, & Watermarks

Because American money is made of cotton and linen, blue and red cloth fibers are woven into the material as another identifying feature. Finally, watermarks are found on most bills and can only be detected by light passing through the bill.

The Relevance of Cash

Here’s a look at the total number of each paper bill that is physically in circulation in the U.S.:

Physical Bill Billions of notes (2021)
$114.0
$21.4
$53.4
$102.3
$2011.9
$502.5
$10017.7
$500-$10,0000.0004
Total53.2

Interestingly, a number of $500-$10,000 dollar bills are in someone’s pockets. And while they are not issued anymore, the Fed still recognizes the originals of these bills that were legally put into circulation in the past.

$10,000 U.S. note (1934 series)

A $10,000 Federal Reserve Note (1934)

Additionally, there is fake money passing hands in the U.S. economy. Being the most widely-accepted currency in the world, it’s no wonder many try to falsely replicate American money. According to the U.S. Department of Treasury, there are approximately $70 million in counterfeit bills currently circulating in the country.

Finally, a natural question arises: how many people still use cash anyways?

Well, a study from Pew Research Center found that it while it is a dwindling share of the population, around 58% of people still use cash for some to all of their weekly purchases, down from 70% in 2018 and 75% in 2015.

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