Showing posts with label Data visualization. Show all posts
Showing posts with label Data visualization. Show all posts

Saturday, November 4, 2017

All Of The World"s Money And Markets In One Visualization

Millions, billions, and trillions...


When we talk about the giant size of Apple, the fortune of Warren Buffett, or the massive amount of global debt accumulated – all of these things sound large, but they are actually extremely different in magnitude.


That’s why, as Visual Capitalists" Jeff Desjardins explains, visualizing things spatially can give us a better perspective on money and markets.


How Much Money Exists?


This infographic was initially created to show how much money exists in its different forms. For example, to highlight how much physical cash there is in comparison to broader measures of money which include saving and checking account deposits.


Interestingly, what is considered “money” depends on who you are asking.


Are the abstractions created by Central Banks really money? What about gold, bitcoins, or other hard assets?


A New Meaning


However, since we first released this infographic in 2015, “All the World’s Money and Markets” has taken on a different meaning to us and many others. It’s a way of simplifying a complex universe of currencies, assets, and other financial instruments in a way that people can understand.


Numbers represented in the data visualization range from the size of the above-ground silver market ($17 billion) to the notional value of all derivatives ($1.2 quadrillion as a high-end estimate). In between those two extremes, we’ve added many other familiar measures, such as the GDP of California, the value of equities, the real estate market, along with different money supply metrics to give perspective.


The end result? A visually pleasing, but enlightening new way to understand the vast universe of global assets.



Courtesy of: Visual Capitalist


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To get “All the World’s Money” in book or poster form, go to the Kickstarter page now. Deadline: Oct. 31, 2017









Tuesday, September 12, 2017

2,000 Years Of Economic History (In One Chart)

Long before the invention of modern day maps or gunpowder, the planet’s major powers were already duking it out for economic and geopolitical supremacy.


Today’s chart tells that story in the simplest terms possible. As Visual Capitalist"s Jeff Desjardins notes, by showing the changing share of the global economy for each country from 1 AD until now, it compares economic productivity over a mind-boggling time period.


Originally published in a research letter by Michael Cembalest of JP Morgan, we’ve updated it based on the most recent data and projections from the IMF. If you like, you can still find the original chart (which goes to 2008) at The Atlantic. It’s also worth noting that the original source for all the data up until 2008 is from the late Angus Maddison, a famous economic historian that published estimates on population, GDP, and other figures going back to Roman times.





A MAJOR CAVEAT


If you looked at the chart in any depth, you probably noticed a big problem with it. The time periods between data points aren’t equal – in fact, they are not close at all.


The first gap on the x-axis is 1,000 years and the second is 500 years. Then, as we get closer to modernity, the chart uses mostly 10 year intervals. Changing the scale like this is a big data visualization “no no”, as rightly pointed out in a blog post by The Economist.


While we completely agree, we have a made an exception in this case. Why? Because getting good economic data from the early 20th century is already difficult enough – and so trying to find data in regular intervals before then seems like a fool’s errand. Likewise, a stacked bar chart with different years also doesn’t really do this story justice.


We encountered similar historical data issues in our Richest People of Human History graphic, and at the end of the day decided it was primarily for fun. Like today’s chart, it has its share of imperfections – but ultimately, it provides a great amount of context and serves as a conversation starter.


OUR INTERPRETATION


Caveats aside, there are many stories that materialize from this simple chart. They include the colossal impact of the Industrial Revolution on the West, as well as the momentum behind the re-emergence of Asia.


But there’s one other story that ties it all together: the exponential rate of human economic growth that occurred over the last century.



For thousands of years, economic progress was largely linear and linked to population growth. Without machines or technological innovations, one person could only produce so much with their time and resources.


More recently, innovations in technology and energy allowed the “hockey stick” effect to come into play.


It happened in Western Europe and North America first, and now it’s happening in other parts of the world. As this technological playing field evens, economies like China and India – traditionally some of the largest economies throughout history – are now making their big comeback.


Editor’s note: We have adjusted the main graphic as of Sep 10, 2017 to change the description of the chart. It now says “Share of GDP (World Powers)” instead of the previous “Share of world GDP”, which was technically an inaccurate description.

Friday, July 7, 2017

200 Years Of Immigration - Who Came To America, And When?

The United States has a long-standing history of being a “nation of immigrants”, and today the country is home to roughly 46.6 million residents that were born outside of the country. Courtesy of Visual Capitalist"s Jeff Desjardins, here are three maps and data visualizations that give us some history of who came to America, and when it all happened.


200 YEARS OF IMMIGRATION


To begin, this video from Metrocosm shows immigration to the U.S. starting from 1820. Each dot represents 10,000 people.



At first, immigration is coming almost exclusively from Europe.


But by around 1900, immigration from Russia, China, Canada, Turkey and Japan picks up – but then WWII devastates global mobility, and immigration to the U.S. grinds to a halt.


After WWII, it is the Cold War era, but the rate of arrivals slowly picks up again. Immigration eventually peaks between 1990-2000 after the fall of the Iron Curtain. Asian and Mexican immigration is also particularly strong around this time.


ANOTHER PERSPECTIVE


Here’s another look – this time, it’s a data visualization from Insightful Interaction using data from the Yearbook of Immigration Statistics from 1820 to 2015.



Similar peaks in immigration near 1900 and 2000 can be seen. The dip from WWII is even more pronounced when visualizing the data this way.


The boom in newcomers from Mexico is also evident in the 1990s, though it has tapered off significantly in recent years.


MADE IN AMERICA


Over time, more people start feeling like their roots are tied to America, rather than having ancestry from somewhere else.


This final visualization from Overflow Data that shows the percentage of people in each state that claim to have American ancestry:



People in the country’s heartland and southern states are more likely to identify as having American ancestry, while folks along the coasts and northern states tend to see themselves as having ancestry from other parts of the world.


The highest rates of self-identification happen in Kentucky (17.6%), Tennessee (16.0%), and Alabama (16.4%). The lowest can be found in Hawaii (1.5%), D.C. (2.0%), and California (3.1%).

Sunday, April 2, 2017

Does Size Matter? Visualizing The Population Of Every Country (In Bubbles)

The beautiful thing about data visualization is that it can appear deceptively simple, writes VisualCapitalist"s Jeff Desjardin. The world is infinitely complex and burgeoning with all kinds of information. As a result, it seems counterintuitive that things can be reduced to a basic bubble chart or a graph – and to be fair, most things can’t. When the opportunity does arise, however, the results can be very compelling and thought-provoking. A distilled story can help create insight around a subject that wasn’t possible when looking at it with more nuance and complexity.


THE POPULATION OF EVERY COUNTRY IN BUBBLES


Today’s visualization comes from Datashown, and it helps to give some perspective on world population.


It’s a deceptively simple visualization, but the story that gets distilled is loud and clear:



The beauty lies in the simplicity – and although all countries are represented, only the labels of the biggest are shown.


If you want to dive into the granular data, here is an interactive version of the same diagram, with all countries and population statistics embedded.


ZOOMING IN ON THE UNITED STATES


On the above bubble chart, envision “zooming in” on the circle representing the United States, which is located just below China and India.


Here’s the population of every U.S. county. Click the image for an interactive version, from Overflow Data.




Feeling small yet?


Just for fun – here’s a video that notches it up to a more universal level:



Saturday, December 17, 2016

Stunning Visualization Of The Flow Of International Trade

The interactive visualization you see in this post was created by data visualization expert Max Galka from the Metrocosm blog. (Also check out his new project, Blueshift, which allows users to upload data and visualize it on maps with no coding required.)


Trade is an essential part of economic prosperity, but, as Visual Capitalist"s Jeff Desjardins asks, how much do you know about global trade?


The stunning visualization below helps to map international trade on a 3D globe, plotting the exchange of goods between countries. It enables the abstract concept of trade to become more tactile, and at the same time the visuals make it easier to absorb information.


Click here for full interactive chart, enabling users to select a country to see its share of trade alone, or spin/navigate the globe by using your mouse.



EXPLORING THE MAP


The great thing about interactive maps is that they allow you to take control.


Here are a few things we found particularly interesting, as we scanned through the map:


  • When looking at the globe as a whole, trade is concentrated into obvious hubs. The United States, Europe, and China/Japan are the most evident ones, and they are all lit up with color.

  • There are also obvious have-nots. Take a look at most of the countries in Africa, or click on an individual country like North Korea to see a lack of international trade.

  • In fact, North Korea is completely vacuous, except for one lonely dot floating to China every so often. After taking a quick look at the data, it seems China takes in over 60% of North Korea’s exports, which are mostly raw materials such as coal, iron ore, or pig iron.

  • Now click on South Korea, and the situation is completely different. By the way, South Korea exports $583 billion of goods per year, while the hermit nation does just $3.1 billion per year.

  • This map also shows how dependent some countries are on others for trade. Look at Canada, a country that sends close to 75% of its exports to the United States. Mexico has a similar situation, where it does most of its business with the U.S. as well.

  • This is a stark contrast to Cuba, which doesn’t trade enough with any one partner to have it visualized on this scale at all. Cuba has exports of only $1.7 billion, and its largest trading partner is China, which only takes in $311 million of goods per year.

Want to see more on international trade? Check out this set of maps that shows China’s rising dominance in trade, or the flow of oil around the world.