If you’re like most people, your income and spending changes significantly as you get older.
In the most common career trajectory, earlier years coincide with a lower salary as skills and experience grow. Then, peak earning years are achieved in late adulthood, and eventually retirement comes onto the horizon.
Is this typical earnings arc supported by data?
Income and Spending, by Age
The data visualizations in today’s post come to us from Engaging Data and they use Sankey diagrams to display data from the Bureau of Labor Statistics (BLS) showing differences in how various age groups in America earn and spend their money.
The four charts below will show household data based on the age of the primary resident:
- Less than 25 years old (Very early career)
- Between 25-34 years old (Early career)
- Between 45-54 years old (Peak earning and spending)
- More than 75 years old (Retirement)
Let’s take a look at the collection of data, to see how it shakes out.
Less than 25 Years Old – $31,102 in spending (94.6%% of total income)
These contain an average of 1.9 people (1.3 income earners, 0.3 children, and 0.0 seniors)
For the average household with a primary resident under 25 years old, total income is $32,893.
The biggest expense is housing (24.3% of spending), followed by vehicles (10.8%), gas and insurance (9.3%), food at home (7.7%), and dining out (7.6%). For this younger cohort, education is also a significant expense at $2,333 per year (7.5% of spending).
Between 25-34 Years – $48,928 in spending (70.8% of total income)
These contain an average of 2.8 people (1.5 income earners, 1.0 children, and 0.0 seniors)
In this age range, earning potential starts to rapidly expand with experience – and households make double that of the previous category (Under 25 years old).
Housing remains the biggest expense (25.9% of spending), followed by gas and insurance (9.2%), household expenses (8.2%), food at home (8.1%), and then vehicles (8.1%).
Between 45-54 Years – $64,781 in spending (64.6% of total income)
These contain an average of 2.8 people (1.7 income earners, 0.7 children, and 0.1 seniors)
This age range is notable because it has both the highest income and the highest spending. It also represents a time of peak savings, with the average household stashing away $19,159 per year.
Expenses are similar to the previous category. Housing is the biggest expense (22.0%), followed by gas and insurance (9.0%), food at home (7.9%), vehicles (7.9%), and household expenses (6.7%).
Over 75 Years Old – $40,211 in spending (95.6% of total income)
These contain an average of 2.6 people (0.2 income earners, 0.0 children, and 1.4 seniors)
Not surprisingly, here we see salary contributing just $7,891 per year to total income, with social security supplementing income with $25,057 per year.
For this older segment, health insurance (8.2%) jumps up to become the second most important expense. Meanwhile, driving and housing both drop in their respective allocations.
The Typical Earning Arc?
The data confirms that conventional wisdom around the typical earning trajectory for Americans seems pretty accurate.
Did you find any surprising anomalies in the numbers?
Mapped: The 50 Richest Women in the World in 2021
Fewer than 12% of global billionaires are women, but they still hold massive amounts of wealth. Who are the 50 richest women in the world?
Mapped: The 50 Richest Women in the World in 2021
View the high-resolution of the infographic by clicking here.
According to a recent census by Wealth-X, 11.9% of global billionaires are women. Even at such a minority share, this group still holds massive amounts of wealth.
Using a real-time list of billionaires from Forbes, we examine the net worth of the 50 richest women in the world and which country they’re from.
Where are the World’s Richest Women?
The richest woman in the world, Francoise Bettencourt Meyers and family own 33% of stock in L’Oréal S.A., a French personal care brand. She is also the granddaughter of its founder.
In April 2019, L’Oréal and the Bettencourt Meyers family pledged $226 million (€200 million) towards the repair of the Notre Dame cathedral after its devastating fire.
Following closely behind is Alice Walton of the Walmart empire—also the world’s richest family. Together with her brothers, they own over 50% of the company’s shares. That’s a pretty tidy sum, considering Walmart raked in $524 billion in revenues in their 2020 fiscal year.
Other family ties among the richest women in the world include Jacqueline Mars and her four granddaughters, heiresses to a slice of the Mars Inc. fortune in candy and pet food—and all of them make this list.
|Rank||Name||Net Worth ($B)||Country|
|#1||Francoise Bettencourt Meyers & family||$71.4||🇫🇷 France|
|#2||Alice Walton||$68.0||🇺🇸 United States|
|#3||MacKenzie Scott||$54.9||🇺🇸 United States|
|#4||Julia Koch & family||$44.9||🇺🇸 United States|
|#5||Yang Huiyan & family||$31.4||🇨🇳 China|
|#6||Jacqueline Mars||$28.9||🇺🇸 United States|
|#7||Susanne Klatten||$25.8||🇩🇪 Germany|
|#8||Zhong Huijuan||$23.5||🇨🇳 China|
|#9||Laurene Powell Jobs & family||$22.1||🇺🇸 United States|
|#10||Iris Fontbona & family||$21.0||🇨🇱 Chile|
|#11||Zhou Qunfei & family||$18.6||🇭🇰 Hong Kong|
|#12||Fan Hongwei & family||$17.9||🇨🇳 China|
|#13||Gina Rinehart||$17.4||🇦🇺 Australia|
|#14||Charlene de Carvalho-Heineken & family||$17.1||🇳🇱 Netherlands|
|#15||Wu Yajun||$16.3||🇨🇳 China|
|#16||Abigail Johnson||$15.0||🇺🇸 United States|
|#17||Kirsten Rausing||$13.5||🇸🇪 Sweden|
|#18||Kwong Siu-hing||$13.0||🇭🇰 Hong Kong|
|#19||Lu Zhongfang||$12.7||🇨🇳 China|
|#20||Wang Laichun||$12.7||🇨🇳 China|
|#21||Cheng Xue||$10.8||🇨🇳 China|
|#22||Massimiliana Landini Aleotti & family||$10.6||🇮🇹 Italy|
|#23||Denise Coates||$9.9||🇬🇧 United Kingdom|
|#24||Lam Wai Ying||$9.1||🇭🇰 Hong Kong|
|#25||Ann Walton Kroenke||$9.1||🇺🇸 United States|
|#26||Savitri Jindal & family||$8.7||🇮🇳 India|
|#27||Nancy Walton Laurie||$8.2||🇺🇸 United States|
|#28||Blair Parry-Okeden||$8.2||🇺🇸 United States|
|#29||Diane Hendricks||$8.0||🇺🇸 United States|
|#30||Christy Walton||$7.8||🇺🇸 United States|
|#31||Zhao Yan||$7.8||🇨🇳 China|
|#32||Zeng Fangqin||$7.6||🇨🇳 China|
|#33||Magdalena Martullo-Blocher||$7.5||🇨🇭 Switzerland|
|#34||Rahel Blocher||$7.4||🇨🇭 Switzerland|
|#35||Marie-Hélène Habert||$7.2||🇫🇷 France|
|#36||Pamela Mars||$7.2||🇺🇸 United States|
|#37||Victoria Mars||$7.2||🇺🇸 United States|
|#38||Valerie Mars||$7.2||🇺🇸 United States|
|#39||Marijke Mars||$7.2||🇺🇸 United States|
|#40||Sandra Ortega Mera||$7.1||🇪🇸 Spain|
|#41||Antonia Ax:son Johnson & family||$7.0||🇸🇪 Sweden|
|#42||Sofie Kirk Kristiansen||$6.9||🇩🇰 Denmark|
|#43||Agnete Kirk Thinggaard||$6.9||🇩🇰 Denmark|
|#44||Li Haiyan||$6.7||🇨🇳 China|
|#45||Ronda Stryker||$6.6||🇺🇸 United States|
|#46||Marie Besnier Beauvalot||$6.3||🇫🇷 France|
|#47||Zheng Shuliang & family||$6.2||🇨🇳 China|
|#48||Meg Whitman||$5.8||🇺🇸 United States|
|#49||Chan Laiwa & family||$5.8||🇨🇳 China|
|#50||Maria Asuncion Aramburuzabala & family||$5.8||🇲🇽 Mexico|
All data as of January 15, 2021 (9AM PST)
MacKenzie Scott, ranked #3 on the list, was heavily involved in the early days of turning Amazon into an e-commerce behemoth. She was involved in areas from bookkeeping and accounts to negotiating the company’s first freight contract. Her high-profile divorce from Jeff Bezos captured the headlines, notably because she gained control over 4% of Amazon’s outstanding shares.
The total value of these shares? An eye-watering $38.3 billion—propelling her to the status of one of America’s richest people.
However, MacKenzie Scott has more altruistic ventures in mind for this wealth. In 2020, she gave away $5.8 billion towards causes such as climate change and racial equality in just four months, and is a signatory on the Giving Pledge.
[Scott’s near $6 billion donation has] to be one of the biggest annual distributions by a living individual.
—Melissa Berman, CEO of Rockefeller Philanthropy Advisors
Looking towards the East, Yang Huiyan became the richest woman in Asia after inheriting 70% of shares in the property development company Country Garden Holdings. The company went public in 2007, raising $1.6 billion in its IPO—an amount comparable to Google’s IPO in 2004.
To aid frontline health workers during the pandemic, Country Garden Holdings set up robotic, automated buffet stations to safely serve medical staff in Wuhan, China.
While the 50 richest women in the world have certainly made progress, the overall tier of billionaires is still very much a boys’ club. One thing that also factors into this could be the way this wealth is spent.
As many female billionaires inherited their wealth, a large share are more inclined to contribute to charitable causes where they can use their money to make an impact. What percentage of billionaires by gender have contributed at least $1 million in donations over the past five years?
Made $1mm in donations over last 5 years (%)
|Source of wealth||👩 Female philanthropists||👨 Male philanthropists|
Meanwhile, male billionaires are more likely to donate to charity if they built the wealth themselves—and many companies that fall into this category certainly stepped up during the early days of the COVID-19 crisis.
Putting the Cost of COVID-19 in Perspective
Putting the Economic Cost of COVID-19 in Perspective
When it comes to the toll on human life, mental well-being, and any long-term complications, the true cost of COVID-19 can be difficult to quantify.
That said, from a purely economic angle, researchers can and do examine these things—as well as economic data like unemployment and lost GDP, to assign dollar figures to the pandemic.
Using data from a study out of Harvard University, these visualizations focus on putting the economic cost of COVID-19 in the U.S. in perspective. To help us understand the immense price associated with a pandemic, the study looked at other comparables like the costs of running America’s longstanding war on terror.
The Cost of COVID-19
Since the pandemic took hold in the U.S. in March 2020, job loss has been one of the most significant consequences. Unemployment claims in the U.S. have recently reached a total of 60 million, while lost GDP is estimated to be around $7.6 trillion.
Unemployment, uncertainty, lost loved ones, and lost social connections, have led to spikes in depression and anxiety. In April 2020, around 40% of U.S. adults reported having at least one of these mental illnesses. Based on the sheer number of people struggling, the cost of mental health impairment could be as high as $1.6 trillion, according to these researchers.
|Lost Gross Domestic Product (GDP)||$7,592|
|Long-Term Health Impairment||$2,572|
|Mental Health Impairment||$1,581|
The economic value of a human life can be put in terms of ‘statistical lives’, a notion used in both American and global health policy. While human life is priceless, the value tied to one using this metric sits between $7-$10 million. Even when using the lower end of the scale, the cost of premature death due to COVID-19 is estimated to be $4.4 trillion.
Finally, when looking at the long-term healthcare costs that could impact people who contract COVID-19, the price comes out to almost $2.6 trillion. These costs will go on for decades as certain lifelong conditions can emerge out of COVID-19, like respiratory and cardiovascular issues.
Many of these conditions could also end up causing premature deaths, drawing out the total cost of COVID-19 even further.
The Cost of War
Both a global pandemic and a war have long-term health consequences and are extremely pricey.
The estimated cost of the post-9/11 wars rises to over $6 trillion. This is measured by the spending of the Department of Defense, the Department of State, and USAID. The estimate also takes into consideration current and future spending on medical and disability care for veterans, the cost of war appropriations and spending, the estimated interest on borrowing for different departments, and the spending the Department of Homeland Security has done in order to prevent and respond to terrorism.
|Department of Defense||$1,959|
|Estimated Interest on Borrowing for DOD and State Dept OCO Spending||$925|
|Estimated Increases to DOD Base Budget Due to Post-9-11 Wars||$803|
|"OCO for Base” a new category of spending in FY2019 and FY2020||$100|
|Medical and Disability Care for Post-9/11 Veterans||$437|
|Homeland Security Spending for Prevention and Response to Terrorism||$1,054|
|Total War Appropriations and War-Related Spending through FY 2020||$5,409|
|Estimated Future Obligations for Veterans Medical and Disability FY2020 –FY2059||$1,000|
|Total War-Related Spending through FY2020 and Obligations for Veterans||$6,409|
Medical and disability care for veterans from the post-9/11 wars specifically comes out to $437 billion, with estimated future obligations for their care going up to $1 trillion.
The increases to the Department of Defense’s budget was $803 billion thanks to the post 9/11 wars, and the Department of Homeland Security has spent more $1.05 trillion on terrorism prevention and response.
While the costs associated with war are immense, and while the consequences of fighting in a war are usually lifelong, the estimated price is still about $10 trillion cheaper than the cost of COVID-19 in the United States.
Throwing Money at the Problem?
The short-term solution to COVID-19 seems to be vaccine investment, with the U.S. currently purchasing more than one billion doses. Vaccines could spell the return to a more normal life, both in terms of physical health and the health of the economy.
While economic recovery is on the horizon, the U.S—and other nations around the globe—will continue to pay the cost of COVID-19 for years to come.
Technology2 months ago
50 Years of Gaming History, by Revenue Stream (1970-2020)
Healthcare1 month ago
Tracking COVID-19 Vaccines Around the World
Markets1 month ago
The Year in Review: 2020 in 20 Visualizations
Technology4 weeks ago
Switch to Success: 20 Years of Nintendo Console Sales
Misc1 month ago
Chart: A Global Look at How People Spend Their Time
Markets2 weeks ago
Prediction Consensus: What the Experts See Coming in 2021
Misc3 weeks ago
Visualizing the U.S. Population by Race
Precious Metals3 weeks ago
How Every Asset Class, Currency, and S&P 500 Sector Performed in 2020