Which College Produces the Most Billionaires?
The Chart of the Week is a weekly Visual Capitalist feature on Fridays.
America’s wealthiest have made their fortunes in a wide variety of ways, but there is one thing many of these tycoons have in common: 80% of billionaires picked up a Bachelor’s degree at some point in their lives.
Today’s chart visualizes data from Adview to show the educational paths and early working years of billionaires on the elite Forbes 400 list, a ranking of the 400 wealthiest people in the United States.
In a League of Its Own
Unsurprisingly, many U.S. billionaires got their start at Ivy League schools. Seven out of the top 10 billionaire-producing universities bear that prestigious designation.
Here’s the full count of billionaire graduates from the top 10 universities:
|University||Number of Billionaires||Ivy League?|
|University of Pennsylvania||19||Yes|
|University of Southern California||11||No|
|University of Michigan||6||No|
Billionaire graduates aren’t just limited to Ivy League institutions, however. California’s Stanford and USC also rank highly, having graduated 23 billionaires between them.
What Are the Most Popular Degrees?
Degrees in the fields of economics, finance, and business are obvious springboards into the Forbes 400 list, but it’s interesting to see that many went the arts and social sciences route. Politics, history, English, psychology, and philosophy are also among the ten most popular fields studied.
It’s worth noting that degree classification can vary depending on the university and course in question. For example, a degree in mathematics could be considered a Bachelor of Sciences, or, Bachelor of Arts. Similarly, a Bachelor of Economics, or, a Bachelor of Social Sciences could be awarded to somebody who studied the subject of economics.
The Power of UPenn
While Harvard and Yale are highly coveted educational institutions, it’s the University of Pennsylvania that provides the most fertile breeding ground for billionaires. Here are some notable – and notorious – alumni, including those who attended its prestigious Wharton School:
|Billionaire||Forbes 400 Ranking||Net Worth|
|Warren Buffett*||#3||$88.3 billion|
|Lauren Powell Jobs||#20||$20.5 billion|
|Elon Musk||#24||$19.6 billion|
|Steve Cohen||#36||$13.0 billion|
|Michael Milken||#207||$3.7 billion|
|Donald Trump*||#259||$3.1 billion|
|Steve Wynn||#271||$3.0 billion|
*In their sophomore years, Warren Buffett transferred out to the University of Nebraska, while Donald Trump transferred in from Fordham University.
What are the Most Common First Jobs?
Many billionaires started out as self-employed, or followed in their family’s footsteps:
- 11% of billionaires started at their own company
- 19% of them started at their family company
However, these individuals were excluded from Adview’s analysis. Out of the remaining 330 billionaires, salesperson tops the list of first jobs, narrowly edging out the military category.
While there are many possible paths to financial success in the U.S., only a minority of Americans are likely to reach billionaire status in their lifetimes. That said, studying economics at Wharton certainly wouldn’t hurt their chances.
The Future of 5G: Comparing 3 Generations of Wireless Technology
See how 5G compares to older iterations of wireless technology, and why it’s poised to change the way the modern world uses data.
The Future of 5G: Comparing 3 Generations of Wireless Technology
Wireless technology has evolved rapidly since the turn of the century. From voice-only 2G capabilities and internet-enabled 3G, today’s ecosystem of wireless activity is founded on the reliable connection of 4G.
Fifth-generation wireless network technology, better known as 5G, is now being rolled out in major cities worldwide. By 2024, an estimated 1.5 billion mobile users─which account for 40% of current global activity─will be using 5G wireless networks.
Today’s chart highlights three generations of wireless technology in the 21st century, and the differences between 3G, 4G, and 5G networks.
5G: The Next Great Thing?
With over 5 billion mobile users worldwide, our world is growing more connected than ever.
Data from GSMA Intelligence shows how rapidly global traffic could grow across different networks:
- 2018: 43% of mobile users on 4G
- 2025: 59% of mobile users on 4G, 15% of mobile users on 5G
But as with any new innovation, consumers should expect both positives and negatives as the technology matures.
- IoT Connectivity
5G networks will significantly optimize communication between the Internet of Things (IoT) devices to make our lives more convenient.
- Low latency
Also known as lag, latency is the time it takes for data to be transferred over networks. Users may see latency rates drop as low as one millisecond.
- High speeds
Real-time streaming may soon be a reality through 5G networks. Downloading a two-hour movie takes a whopping 26 hours over 3G networks and roughly six minutes on 4G networks─however, it’ll only take 3.6 seconds over 5G.
- Distance from nodes
Walls, trees, and even rain can significantly block 5G wireless signals.
- Requires many nodes
Many 5G nodes will need to be installed to offer the same level of coverage found on 4G.
- Restricted to 5G-enabled devices
Users can’t simply upgrade their software. Instead, they will need a 5G-enabled device to access the network.
Global 5G Networks
5G still has a way to go before it reaches mainstream adoption. Meanwhile, countries and cities are racing to install the infrastructure needed for the next wave of innovation to hit.
Since late 2018, over 25 countries have deployed 5G wireless networks. Notable achievements include South Korea, which became the first country globally to launch 5G wireless technology in April 2019. Switzerland boasts the highest number of 5G network deployments, currently at 225 and counting.
To date, China has built roughly 350,000 5G sites─compared to the less than 20,000 in the U.S.─and plans to invest an additional US$400 billion in infrastructure by 2023. Chinese mobile providers plan to launch 5G services starting in 2020.
What Does This Mean For 4G?
4G isn’t going anywhere anytime soon. As 5G gradually rolls out, 4G and 5G networks will need to work together to support the wave of IoT devices entering the market. This network piggybacking also has the potential to expand global access to the internet in the future.
The race to dominate the wireless waves is even pushing companies like China’s Huawei to explore 6G wireless innovation─before they’ve even launched their 5G networks.
Which Countries Have the Most Wealth Per Capita?
How do the rankings of the world’s most affluent countries change when using different metrics to measure wealth per capita?
Which Countries Have the Most Wealth Per Capita?
Our animated chart this week uses data from the ninth Credit Suisse Global Wealth report, which ranks countries by average wealth, calculated as gross assets per adult citizen.
While using such a metric certainly gives a quick snapshot of wealth per capita, it doesn’t necessarily show the complete picture.
Some argue, for example, that calculating the mean doesn’t factor in the gap between the richest and poorest in a population—also known as wealth inequality. For this reason, we’ve compared this number to median wealth for each country, providing a separate angle on which countries really have the most wealth per capita.
Mean or Median: Which Makes More Sense?
Below, we’ve visualized a hypothetical example of two groups of people, each earning various sums of money, to show how average (mean) and median calculations make a difference.
What can we observe in both datasets?
- Total wealth: $2,000
- Total people: 15 people
- Average wealth: $2,000 ÷ 15 = $133
However, that’s where the similarities end. In the first group, wealth is distributed more evenly, with the disparity between the lowest-paid and highest-paid being $300. The median wealth for this group reaches $100, which is close to the average value. In the second group, this gap climbs to $495, and the median wealth drops sharply to only $30.
Scaling up this example to the true wealth of nations, we can see how the median wealth provides a more accurate picture of the typical adult, especially in societies that are less equal.
Let’s see how this shakes out when ranking the world’s most affluent countries.
Ranking Top Contenders on Wealth per Capita
When it comes to wealth per capita, it’s clear that Australia and Switzerland lead the pack. In fact, the data shows that both nations top the lists for both mean and median wealth.
However, both nations also have the highest absolute household debt-to-GDP ratios in the world: in 2018, Switzerland’s levels reached nearly 129%, while Australia followed behind at 120%.
Here is a full ranking of the top 20 countries by mean and median wealth:
|Rank||Country||Mean wealth per adult||Country||Median wealth per adult|
|#1||🇨🇭 Switzerland||$530,244||🇦🇺 Australia||$191,453|
|#2||🇦🇺 Australia||$411,060||🇨🇭 Switzerland||$183,339|
|#3||🇺🇸 United States||$403,974||🇧🇪 Belgium||$163,429|
|#4||🇧🇪 Belgium||$313,045||🇳🇱 Netherlands||$114,935|
|#5||🇳🇴 Norway||$291,103||🇫🇷 France||$106,827|
|#6||🇳🇿 New Zealand||$289,798||🇨🇦 Canada||$106,342|
|#7||🇨🇦 Canada||$288,263||🇯🇵 Japan||$103,861|
|#8||🇩🇰 Denmark||$286,712||🇳🇿 New Zealand||$98,613|
|#9||🇸🇬 Singapore||$283,118||🇬🇧 United Kingdom||$97,169|
|#10||🇫🇷 France||$280,580||🇸🇬 Singapore||$91,656|
|#11||🇬🇧 United Kingdom||$279,048||🇪🇸 Spain||$87,188|
|#12||🇳🇱 Netherlands||$253,205||🇳🇴 Norway||$80,054|
|#13||🇸🇪 Sweden||$249,765||🇮🇹 Italy||$79,239|
|#14||🇭🇰 Hong Kong||$244,672||🇹🇼 Taiwan||$78,177|
|#15||🇮🇪 Ireland||$232,952||🇮🇪 Ireland||$72,473|
|#16||🇦🇹 Austria||$231,368||🇦🇹 Austria||$70,074|
|#17||🇯🇵 Japan||$227,235||🇰🇷 South Korea||$65,463|
|#18||🇮🇹 Italy||$217,727||🇺🇸 United States||$61,667|
|#19||🇩🇪 Germany||$214,893||🇩🇰 Denmark||$60,999|
|#20||🇹🇼 Taiwan||$212,375||🇭🇰 Hong Kong||$58,905|
The United States boasts 41% of the world’s millionaires, but it’s clear that the fruits of labor are enjoyed by only a select group—average wealth ($403,974) is almost seven times higher than median wealth ($61,667). This growing inequality gap knocks the country down to 18th place for median wealth.
The Nordic countries of Norway and Denmark can be found in the top ten for average wealth, but they drop to 12th place ($80,054) and 19th place ($60,999) respectively for median wealth. Despite this difference, these countries also provide a strong safety net—including access to healthcare and education—to more vulnerable citizens.
Finally, wealth in Japan is fairly evenly distributed among its large middle class, which lands it in seventh place on the median wealth list at $103,861. One possible reason is that the pay gap ratio between Japanese CEOs and the average worker is much lower than other developed nations.
With reducing income inequality as a priority for many countries around the world, how might this list change in coming years?
Footnote: All data estimates are using mid-2018 values, and reflected in US$.
Markets7 months ago
The Jeff Bezos Empire in One Giant Chart
Maps10 months ago
Mercator Misconceptions: Clever Map Shows the True Size of Countries
Advertising6 months ago
Meet Generation Z: The Newest Member to the Workforce
Misc9 months ago
24 Cognitive Biases That Are Warping Your Perception of Reality
Advertising5 months ago
How the Tech Giants Make Their Billions
Technology8 months ago
The 20 Internet Giants That Rule the Web
Chart of the Week7 months ago
Chart: The World’s Largest 10 Economies in 2030
Environment6 months ago
The World’s 25 Largest Lakes, Side by Side