I can’t change the direction of the wind, but I can adjust my sails to always reach my destination.
– Jimmy Dean
The world is changing faster than ever before.
With billions of people hyper-connected to each other in an unprecedented global network, it allows for an almost instantaneous and frictionless spread of new ideas and innovations.
Combine this connectedness with rapidly changing demographics, shifting values and attitudes, growing political uncertainty, and exponential advances in technology, and it’s clear the next decade is setting up to be one of historic transformation.
But where do all of these big picture trends intersect, and how can we make sense of a world engulfed in complexity and nuance? Furthermore, how do we set our sails to take advantage of the opportunities presented by this sea of change?
The Intersection of Data and Powerful Visuals
Interpreting massive amounts of data on how the world is changing can be taxing for even the most brilliant thinkers.
For this reason, our entire team at Visual Capitalist is focused on using the power of visual storytelling to make the world’s information more accessible. Our team of information designers works daily to transform complex data into graphics that are both intuitive and insightful, allowing you to see big picture trends from a new perspective.
After all, science says that 65% of people are visual learners – so why not put data in a language they can understand?
While we regularly publish our visuals in an online format, our most recent endeavor has been to compile our best charts, infographics, and data visualizations into one place: our new book Visualizing Change: A Data-Driven Snapshot of Our World, a 256-page hardcover coffee-table book on the forces shaping business, wealth, technology, and the economy.
The book focuses on eight major themes ranging from shifting human geography to the never-ending evolution of money. And below, we present some of the key visualizations in the book that serve as examples relating to each major theme.
1. The Tech Invasion
For most of the history of business, the world’s leading companies have been industrially-focused.
Pioneers like Henry Ford and Thomas Edison innovated in the physical realm using atoms – they came up with novel ways to re-organize these atoms to create things like the assembly line and the incandescent lightbulb. Then, companies invested massive amounts of capital to build physical factories, pay thousands of workers, and build these things.
The majority of the great blue chip companies were built this way: IBM, U.S. Steel, General Electric, Walmart, and Ford are just some examples.
But today’s business reality is very different. We live in a world of bytes – and for the first time technology and commerce have collided in a way that makes data far more valuable than physical, tangible objects.
The best place to see this is in how the market values businesses.
As you can see above, companies like Apple, Amazon, and Microsoft have supplanted traditional blue chip companies that build physical things.
The tech invasion is leveraging connectivity, network effects, artificial intelligence, and unprecedented scale to create global platforms that are almost impossible to compete with. The tech invasion has already taken over retail and advertising – and now invading forces have their eyes set on healthcare, finance, manufacturing, and education.
Will atoms ever be more valuable than bytes again?
2. The Evolution of Money
Money is arguably one of humanity’s most important inventions. From beaver pelts to gold bars, the form and function of money has constantly fluctuated throughout history.
In the modern world, the definition of money is blurrier than ever. Central banks have opted to create trillions of dollars of currency out of thin air since the financial crisis – and on the flipside, you can actually use blockchain technology to create your own competing cryptocurrency in just a few clicks.
Regardless of what is money and what is not, people are borrowing record amounts of it.
The world has now amassed $247 trillion in debt, including $63 trillion borrowed by central governments:
In today’s unusual monetary circumstances, massive debt loads are just one anomaly.
Here are other examples that illustrate the evolution of money: Venezuela has hyperinflated away almost all of its currency’s value, the “War on Cash” is raging on around the world, central banks are lending out money at negative interest rates (Sweden, Japan, Switzerland, etc.), and cryptocurrencies like Bitcoin are collectively worth over $200 billion.
How we view money – and how that perception evolves over time – is an underlying factor that influences our future.
3. The Wealth Landscape
Wealth is not stagnant – and so for those looking to make the most out of global opportunities, it’s imperative to get a sense of how the wealth landscape is changing.
The modern view is either extremely healthy or bubbly, depending on how you look at it: Amazon and Apple are worth over $1 trillion, Jeff Bezos has a $100+ billion fortune, and the current bull market is the longest in modern history at 10 years.
Will this growth continue, and where will it come from?
Here’s one look based on projections from the World Bank:
Despite these estimates, there is a laundry list of items that the ultra-wealthy are concerned about – everything from the expected comeback of inflation to a world where geopolitical black swans seem to be growing more common.
Here’s why those building and protecting wealth are rightly concerned about such events:
But the wealth landscape is not all just about billionaires and massive companies – it is changing in other interesting ways as well. For example, the definition of wealth itself is taking on a new meaning, with millennials leading a charge towards sustainable investing rather than being entirely focused on monetary return.
How will the wealth landscape look a decade from now?
4. Eastern Promises
The economic rise of China has been a compelling story for decades.
Up until recently, we’ve only been able to get a preview of what the Eastern superpower is capable of – and in the coming years, these promises will come to fruition at a scale that will still be baffling to many.
Understandably, the scope of China’s population and economy can still be quite difficult to put into perspective.
The following map may help, as it combines both elements together to show that China has countless cities each with a higher economic productivity than entire countries.
In fact, China has over 100 cities with more than 1,000,000 inhabitants. These cities, many of which fly below the radar on the global stage, each have impressive economies – whether they are built upon factories, natural resource production, or the information economy.
As one impressive example, the Yangtze River Delta – a single region which contains Shanghai, Suzhou, Hangzhou, Wuxi, Nantong, Ningbo, Nanjing, and Changzhou – has a GDP (PPP) of $2.6 trillion, which is more than Italy.
Don’t forget: our new book covers
all of these eight themes in detail:
5. Accelerating Technological Progress
As we’ve already seen, there are many facets of change that will impact our shared future.
But here’s the kicker: when it comes to technological progress, the rate of change itself is actually getting faster and faster. Each year brings more technological advancements than the last, and once the exponential “hockey stick” kicks into overdrive, innovations could happen at a blindsiding pace.
This could be described as a function of Moore’s Law, and the law of accelerating returns is also something that futurists like Ray Kurzweil have talked about for decades.
Interestingly, there is another offshoot of accelerating change that applies more to the business and economic world. Not only is the speed of change getting faster, but for various reasons, markets are able to adopt new technologies faster:
New products can achieve millions of users in just months, and the game Pokémon Go serves as an interesting case study of this potential. The game amassed 50 million users in just 19 days, which is a blink of an eye in comparison to automobiles (62 years), the telephone (50 years), or credit cards (28 years).
As new technologies are created at a faster and faster pace – and as they are adopted at record speeds by markets – it’s fair to say that future could be coming at a breakneck speed.
6. The Green Revolution
It’s no secret that our civilization is in the middle of a seismic shift to more sustainable energy sources.
But to fully appreciate the significance of this change, you need to look at the big picture of energy over time. Below is a chart of U.S. energy consumption from 1776 until today, showing that the energy we use to power development is not permanent or static throughout history.
And with the speed at which technology now moves, expect our energy infrastructure and delivery systems to evolve at an even more blistering pace than we’ve experienced before.
7. Shifting Human Geography
Global demographics are always shifting, but the population tidal wave in the coming decades will completely reshape the global economy.
In Western countries and China, populations will stabilize due to fertility rates and demographic makeups. Meanwhile, on the African continent and across the rest of Asia, booming populations combined with rapid urbanization will translate into the growth of megacities, holding upwards of 50 million people.
By the end of the 21st century, this animation shows that Africa alone could contain at least 13 megacities that are bigger than New York:
By this time, it’s projected that North America, Europe, South America, and China will combine to hold zero of the world’s 20 most populous cities. What other game-changing shifts to human geography will occur during this stretch?
8. The Trade Paradox
By definition, a consensual and rational trade between two parties is one that makes both parties better off.
Based on this microeconomic principle, and also on the consensus by economists that free trade is ultimately beneficial, countries around the world have consistently been working to remove trade barriers since World War II with great success.
But nothing is ever straightforward, and these long-held truths are now being challenged in both societal and political contexts. We now seem to be trapped in a trade paradox in which politicians give lip service to free trade, but often take action in the opposite direction.
To get a sense of how important trade can be between two nations, we previously documented the ongoing relationship between the U.S. and Canada, in which each country is the best customer of the other:
With the recent USMCA agreement, the two countries seem to have sorted their differences for now – but the trade paradox will continue to be an ongoing theme in economics and investing at a global level for many years to come, especially as the trade war against China rages on.
Points to Consider:
How You Can Visualize Change
The forces behind change are not always evident to the naked eye, but we believe that by fusing data, art, and storytelling together that we can create powerful context on the trends shaping our future.
If you enjoyed our summary above, you can explore these ideas further with our book “Visualizing Change”, which offers 256 pages of infographics, data visualizations, and charts on the future direction of the global economy and technology.
Support the Future of Data Storytelling
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33 Problems With Media in One Chart
In this infographic, we catalog 33 problems with the social and mass media ecosystem.
33 Problems With Media in One Chart
One of the hallmarks of democratic society is a healthy, free-flowing media ecosystem.
In times past, that media ecosystem would include various mass media outlets, from newspapers to cable TV networks. Today, the internet and social media platforms have greatly expanded the scope and reach of communication within society.
Of course, journalism plays a key role within that ecosystem. High quality journalism and the unprecedented transparency of social media keeps power structures in check—and sometimes, these forces can drive genuine societal change. Reporters bring us news from the front lines of conflict, and uncover hard truths through investigative journalism.
That said, these positive impacts are sometimes overshadowed by harmful practices and negative externalities occurring in the media ecosystem.
The graphic above is an attempt to catalog problems within the media ecosystem as a basis for discussion. Many of the problems are easy to understand once they’re identified. However, in some cases, there is an interplay between these issues that is worth digging into. Below are a few of those instances.
Editor’s note: For a full list of sources, please go to the end of this article. If we missed a problem, let us know!
Explicit Bias vs. Implicit Bias
Broadly speaking, bias in media breaks down into two types: explicit and implicit.
Publishers with explicit biases will overtly dictate the types of stories that are covered in their publications and control the framing of those stories. They usually have a political or ideological leaning, and these outlets will use narrative fallacies or false balance in an effort to push their own agenda.
Unintentional filtering or skewing of information is referred to as implicit bias, and this can manifest in a few different ways. For example, a publication may turn a blind eye to a topic or issue because it would paint an advertiser in a bad light. These are called no fly zones, and given the financial struggles of the news industry, these no fly zones are becoming increasingly treacherous territory.
Misinformation vs. Disinformation
Both of these terms imply that information being shared is not factually sound. The key difference is that misinformation is unintentional, and disinformation is deliberately created to deceive people.
Fake news stories, and concepts like deepfakes, fall into the latter category. We broke down the entire spectrum of fake news and how to spot it, in a previous infographic.
Mass media and social feeds are the ultimate Darwinistic scenario for ideas.
Through social media, stories are shared widely by many participants, and the most compelling framing usually wins out. More often than not, it’s the pithy, provocative posts that spread the furthest. This process strips context away from an idea, potentially warping its meaning.
Video clips shared on social platforms are a prime example of context stripping in action. An (often shocking) event occurs, and it generates a massive amount of discussion despite the complete lack of context.
This unintentionally encourages viewers to stereotype the persons in the video and bring our own preconceived ideas to the table to help fill in the gaps.
Members of the media are also looking for punchy story angles to capture attention and prove the point they’re making in an article. This can lead to cherrypicking facts and ideas. Cherrypicking is especially problematic because the facts are often correct, so they make sense at face value, however, they lack important context.
Simplified models of the world make for compelling narratives, like good-vs-evil, but situations are often far more complex than what meets the eye.
The News Media Squeeze
It’s no secret that journalism is facing lean times. Newsrooms are operating with much smaller teams and budgets, and one result is ‘churnalism’. This term refers to the practice of publishing articles directly from wire services and public relations releases.
Churnalism not only replaces more rigorous forms of reporting—but also acts as an avenue for advertising and propaganda that is harder to distinguish from the news.
The increased sense of urgency to drive revenue is causing other problems as well. High-quality content is increasingly being hidden behind paywalls.
The end result is a two-tiered system, with subscribers receiving thoughtful, high-quality news, and everyone else accessing shallow or sensationalized content. That everyone else isn’t just people with lower incomes, it also largely includes younger people. The average age of today’s paid news subscriber is 50 years old, raising questions about the future of the subscription business model.
For outlets that rely on advertising, desperate times have called for desperate measures. User experience has taken a backseat to ad impressions, with ad clutter (e.g. auto-play videos, pop-ups, and prompts) interrupting content at every turn. Meanwhile, in the background, third-party trackers are still watching your every digital move, despite all the privacy opt-in prompts.
How Can We Fix the Problems with Media?
With great influence comes great responsibility. There is no easy fix to the issues that plague news and social media. But the first step is identifying these issues, and talking about them.
The more media literate we collectively become, the better equipped we will be to reform these broken systems, and push for accuracy and transparency in the communication channels that bind society together.
Ranked: The Best-Selling Video Game Consoles of All Time
Video game consoles have changed drastically over the last 50 years. Here are some of the best-selling ones across the globe.
Ranked: The Best-Selling Video Game Consoles of All Time
In 1972, the first-ever commercially available home video game console hit the market—the Magnavox Odyssey. Players of the Odyssey had a choice between two built-in games that were stored directly in the device, and would use a joystick and dials as a controller.
Video game consoles have come a long way since then, and the console market has grown into a multi-billion dollar industry that’s expected to reach $72.67 billion in value by the end of 2022.
This graphic by Enrique Mendoza uses data from VGChartz to show the market leaders in the industry, by highlighting the top-selling video consoles of all time, as of May 8, 2022.
Nine Generations of Video Game Consoles
Before diving into the top-selling consoles, it’s worth taking a step back to touch on the evolution of home consoles to show how they’ve changed over the years.
Here’s a breakdown of each generation, and some of their most noteworthy systems:
1972: Gen One, Where it Began
Consoles in the first generation had pre-built games that were stored directly on the device. They include the Magnavox Odyssey and Atari’s Pong.
1976: Gen Two Emerges
In this generation, games were sold separately, rather than programmed into the device. Consoles of this gen include the Fairchild Channel F and the Atari 2600.
1983: Gen Three, the “8-bit Generation”
This era’s consoles typically had 8-bit processes which allowed for more advanced graphics for the time. A few notable consoles during this gen were the Sega SG-1000 and the Nintendo Famicom, released outside Japan as the Nintendo Entertainment System (NES).
1987: Gen Four Elevates Handheld Gaming
Home consoles were released with 16-bit systems, meaning that audio and graphics improved even more in this era. But an arguably bigger moment for this gen was the emergence of the Nintendo Game Boy.
1993: The 3D Start of Gen Five
This generation saw the move away from pixels and towards 3D polygons. Some consoles like the Sony PlayStation started using CD-ROMs instead of cartridges, which stored more data at a cheaper cost and changed the industry.
1998: Gen Six and the Internet
At the start of this generation, the three major players in the console space were Sony, Sega, and Nintendo. By the end, Sega would be replaced with Microsoft as it launched the Xbox and helped popularize online console gaming.
2005: HD Graphics and Motion Controls of Gen Seven
On one side of the market, Microsoft and Sony were competing with high-definition graphics, faster processers, and different forms (Blu-rays or DVDs). But Nintendo’s motion-sensing Nintendo Wii arguably defined this generation, and the handheld Nintendo DS swept the market as well.
2012: Gen Eight’s Modern Consoles
Consoles of this era started having increased connectivity and processing power, with full HD an expectation. It was also an extremely long generation, starting with Nintendo’s unsuccessful Wii U and ending with the ultra-successful Nintendo Switch, widely considered the first hybrid console with three different ways to play: TV mode, handheld mode, or tabletop mode.
2020: Gen Nine and Beyond
So far, this generation has brought upgraded graphics (up to 8K resolution), larger games, and game-streaming capabilities. Devices in this gen include the Xbox Series X/S and PlayStation 5, which both use solid state drives to increase speed and performance, while Nintendo has yet to introduce a 9th generation device.
The Best-Selling Game Consoles
The best-selling video game console of all time is Sony’s PlayStation 2 (PS2). More than 157 million systems have been sold around the world since its launch in March 2000.
|Rank||Console||Manufacturer||Global lifetime sales (millions)|
|1||PlayStation 2 (PS2)||Sony||157.68|
|2||Nintendo DS (DS)||Nintendo||154.90|
|3||Game Boy (GB)||Nintendo||118.69|
|4||PlayStation 4 (PS4)||Sony||116.97|
|5||Nintendo Switch (NS)||Nintendo||107.21|
|7||Nintendo Wii (Wii)||Nintendo||101.64|
|8||PlayStation 3 (PS3)||Sony||87.41|
|9||Xbox 360 (X360)||Microsoft||85.8|
|10||Game Boy Advance (GBA)||Nintendo||81.51|
|11||PlayStation Portable (PSP)||Sony||81.09|
|12||Nintendo 3DS (3DS)||Nintendo||75.95|
|13||Nintendo Entertainment System (NES)||Nintendo||61.91|
|14||Xbox One (XOne)||Microsoft||50.57|
|15||Super Nintendo Entertainment System (SNES)||Nintendo||49.10|
|16||Nintendo 64 (N64)||Nintendo||32.93|
|17||Sega Genesis (GEN)||Sega||29.54|
|18||Atari 2600 (2600)||Atari||27.64|
|21||PlayStation 5 (PS5)||Sony||19.32|
|22||PlayStation Vita (PSV)||Sony||16.21|
|23||Xbox Series X/S (XS)||Microsoft||14.32|
|24||Nintendo Wii U (WiiU)||Nintendo||13.97|
|26||Sega Saturn (SAT)||Sega||8.82|
|28||Atari 7800 (7800)||Atari||4.30|
Despite the fact the PS2’s been discontinued since 2013, no other gaming console has managed to top it—in fact, the next closest actively-sold consoles, the PS4 and Nintendo Switch, are each more than 40 million units behind.
One major factor for the PS2’s success was its built-in DVD player. At the time, DVD players were very expensive, and in many places a PS2 was a cheaper and effective alternative. It was also one of the first devices to be “backward compatible,” meaning users could play most of their PS1 games on the PS2. This meant players didn’t have to buy a whole new library of games when they made the switch to a PS2, and Sony could tap into its existing customer base.
But while Sony’s PS2 is the top-selling console on the list, Nintendo has more top-selling consoles on the list—almost half of the consoles on the list are manufactured by Nintendo (11), while only seven are made by Sony.
What Will it Take to Out-Sell the PS2?
As the PS4 has started taking a backseat to the PS5 in sales and promotion, the current most-likely contender for the best-selling console crown is the Nintendo Switch. Early in 2022, it was the fastest console to sell 100 million units.
With lots of hype around the possibilities of AR and VR, it’ll be interesting to see what new features come with the next generation of gaming consoles.
Will future devices ever beat the PS2’s record-breaking sales? Time will tell. But for now, the 22-year-old console continues to hold its well-earned spot at the top.
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