Connect with us

Technology

Visualizing Moore’s Law in Action (1971-2019)

Published

on

| 16,124 views

Animation: Visualizing Moore’s Law in Action (1971-2019)

The pace of technological progress keeps accelerating.

There are many ways to show this, but perhaps the simplest way is to create a visual representation of Moore’s Law in action.

Today’s animation comes to us from DataGrapha, and it compares the predictions of Moore’s Law with data from actual computer chip innovations occurring between 1971 to 2019.

Defining Moore’s Law

Moore’s Law was originally derived from an observation by Gordon Moore, the co-founder of Fairchild Semiconductor and later the co-founder and CEO of Intel.

In 1965, Moore wrote that the number of components in a dense integrated circuit (i.e., transistors, resistors, diodes, or capacitors) had been doubling with every year of research, and he predicted that this would continue for another decade.

Later on in 1975, he revised his prediction to the doubling occurring every two years.

Like the animation, the following chart from Our World in Data helps plot out the predictions of Moore’s Law versus real world data ⁠— note that the Y Axis is logarithmic:

Moore's Law in Action

View full size image

The prophetic prediction of Moore’s Law has led to exponential progress in computing — as well as for everything else touched by computers.

It’s no surprise then, especially given that the modern information age is largely driven by increasingly efficient computing, that this law has had a trickle down effect on nearly every significant aspect of global innovation.

An Accelerated Pace of Change

Moore’s Law has translated into a faster rate of change for society as a whole.

A new idea, like the smartphone, can get immediate traction because of instantaneous communication, increased global connectivity, and the ubiquity of information. New tech advancements can now change business or culture in a heartbeat:

The accelerating rate of technology adoption

Further, since software is a “layer” built upon the foundation of computing, it means that digital products can be replicated at almost no marginal cost. This is why a phenomenon like Pokémon Go was able to captivate 50 million users in just 19 days.

Imagine this kind of scalability, when applied to things like artificial intelligence or virtual reality.

Is Moore’s Law Dead or Alive?

As with any enduring prediction, there are always naysayers out there that will boldly forecast an imminent end to the trend.

Since the 2000s, there has been an ongoing debate within the semiconductor community on whether Moore’s Law will continue its reign, or if progress will ultimately sputter out as certain physical limitations catch up with the process of miniaturization.

Earlier in 2019, Nvidia CEO Jensen Huang declared that Moore’s Law is no longer possible. For what it’s worth, Intel still says technology in chipmaking always finds a way to advance — while TSMC has recently said the law is actually alive and well.

Regardless of who is right, Moore’s Law has held true for close to 50 years, and its repercussions will continue to be felt in almost every aspect of life and society going forward.

Subscribe to Visual Capitalist

Thank you!
Given email address is already subscribed, thank you!
Please provide a valid email address.
Please complete the CAPTCHA.
Oops. Something went wrong. Please try again later.
Click for Comments

Technology

Ranked: The Most Popular Paid Subscription News Websites

Many consumers are reluctant to pay for their news, but those that do turn to trusted sources. Here’s a look at the most subscribed to news websites.

Published

on

Ranked: The Most Popular Subscription News Websites

While paywalls are becoming increasingly more popular among news websites, most consumers still aren’t willing to pay for their online news.

In fact, a recent survey by the Reuters Institute for the Study of Journalism reveals that only 20% of Americans pay for digital news, and of those that do, the majority subscribe to only one brand.

This begs the question—which news outlets are audiences willing to pay for?

Using data from FIPP and CeleraOne, this graphic looks at the most popular news websites across the globe, based on their total number of paid subscriptions.

*Note: This report relies on publicly available data, and should not be considered an exhaustive list.

The Full Breakdown

With 7.5 million subscriptions, The New York Times (NYT) takes the top spot on the list. 2020 was an exceptionally strong year for the outlet—by Q3 2020, the NYT had generated the same amount of revenue from digital subscriptions as it had for the entire year of 2019.

RankPublicationPaid Subscriptions
1🇺🇸 The New York Times7,500,000
2🇺🇸 The Washington Post3,000,000
3🇺🇸 The Wall Street Journal2,400,000
4🇺🇸 Game Informer2,100,000
5🇬🇧 Financial Times1,100,000
6🇺🇸 The Athletic1,000,000
7🇬🇧 The Guardian790,000
8🇯🇵 Nikkei769,000
9🇬🇧 The Economist516,000
10🇨🇳 Caixin510,000
11🇩🇪 Bild494,000
12🇬🇧 The Sunday Times337,000
13🇬🇧 The Telegraph320,000
14🇺🇸 The Atlantic300,000
15🇮🇹 Corriere Della Sera300,000
16🇫🇷 Le Monde300,000
17🇺🇸 The Boston Globe270,000
18🇦🇷 La Nacion260,000
19🇦🇷 Clarin260,000
20🇫🇷 L'equipe259,000
21🇺🇸 Los Angeles Times253,000
22🇸🇪 Aftonbladet250,000
23🇺🇸 The New Yorker240,000
24🇵🇱 Wyborcza240,000
25🇧🇷 Folha de S.Paulo236,000
26🇸🇪 Dagens Nyheter208,000
27🇺🇸 Business Insider200,000
28🇫🇷 Mediapart170,000
29🇳🇴 VG150,000
30🇺🇸 Wired142,000
31🇨🇦 The Globe and Mail139,000
32🇩🇪 Welt132,000
33🇳🇴 Aftenposten119,000
34🇫🇷 Le Figaro110,000
35🇺🇸 Chicago Tribune100,000
36🇺🇸 Star Tribune100,000
37🇳🇴 Dagbladet100,000
38🇫🇮 Helsingin Sanomat100,000

The Times is the most popular by a landslide—it has over double the number of subscriptions than the second outlet on the list, The Washington Post. Yet, while WaPo is no match for NYT, it still boasts a strong following, with approximately 3 million paid subscriptions as of Q4 2020.

Japanese outlet Nikkei ranks number one among the non-English news websites. It’s the largest business newspaper in Japan, mainly focusing on markets and finance, but also covering politics, sports, and health.

Legacy Papers: Which Websites Come From Traditional Media?

Most of the websites on this list stem from traditional media. Because of this, they’ve had years to establish themselves as trusted sources, and win over loyal readers.

Interestingly, more than half of the outlets included in this ranking are at least 100 years old.

PublicationYear LaunchedAge (Years)
🇬🇧 The Guardian1821200
🇬🇧 The Sunday Times1821200
🇫🇷 Le Figaro1826195
🇸🇪 Aftonbladet1830190
🇬🇧 The Economist1843178
🇺🇸 Chicago Tribune1847173
🇺🇸 NYT1852169
🇬🇧 The Telegraph1855166
🇺🇸 The Atlantic1857164
🇳🇴 Aftenposten1860160
🇸🇪 Dagens Nyheter1864157
🇺🇸 Star Tribune1867154
🇳🇴 Dagbladet1869152
🇦🇷 La Nacion1870151
🇺🇸 The Boston Globe1872149
🇮🇹 Corriere Della Sera1876145
🇺🇸 Washington Post1877144
🇯🇵 Nikkei.com1876144
🇺🇸 LA Times1881140
🇬🇧 Financial Times1888133
🇺🇸 Wall Street Journal1889132
🇫🇮 Helsingin Sanomat1889132
🇧🇷 Folha de S.Paulo1921100
🇺🇸 The New Yorker192596
🇨🇦 The Globe and Mail193685
🇫🇷 Le Monde194477
🇦🇷 Clarin194576
🇳🇴 VG194576
🇫🇷 L'equipe194675
🇩🇪 Welt194675
🇩🇪 Bild195269
🇵🇱 Wyborcza198932
🇺🇸 Game Informer199130
🇺🇸 Wired199328
🇺🇸 Business Insider200714
🇫🇷 Mediapart200813
🇨🇳 Caixin200912
🇺🇸 The Athletic20165

Yet, undeterred by these well-established outlets, a few scrappy websites made the cut despite a shorter history. Four out of the 38 websites are less than 20 years old.

The Athletic is the newest outlet to make the ranking. Established in 2016, the outlet’s target demographic is die-hard sports fans who miss the days of in-depth, quality sports writing.

The Need For Trusted Sources

Amidst the global pandemic, issues involving misinformation and fake news have helped reaffirm the important role that trusted news sources play in the dissemination of public information.

With this in mind, it’ll be interesting to see what the future holds for digital media consumption. With paywalls becoming increasingly more common, will consumers jump on board and eventually be more willing to pay for their news?

Continue Reading

Energy

Visualizing the Power Consumption of Bitcoin Mining

Bitcoin mining requires significant amounts of energy, but what does this consumption look like when compared to countries and companies?

Published

on

Visualizing the Power Consumption of Bitcoin Mining

Cryptocurrencies have been some of the most talked-about assets in recent months, with bitcoin and ether prices reaching record highs. These gains were driven by a flurry of announcements, including increased adoption by businesses and institutions.

Lesser known, however, is just how much electricity is required to power the Bitcoin network. To put this into perspective, we’ve used data from the University of Cambridge’s Bitcoin Electricity Consumption Index (CBECI) to compare Bitcoin’s power consumption with a variety of countries and companies.

Why Does Bitcoin Mining Require So Much Power?

When people mine bitcoins, what they’re really doing is updating the ledger of Bitcoin transactions, also known as the blockchain. This requires them to solve numerical puzzles which have a 64-digit hexadecimal solution known as a hash.

Miners may be rewarded with bitcoins, but only if they arrive at the solution before others. It is for this reason that Bitcoin mining facilities—warehouses filled with computers—have been popping up around the world.

These facilities enable miners to scale up their hashrate, also known as the number of hashes produced each second. A higher hashrate requires greater amounts of electricity, and in some cases can even overload local infrastructure.

Putting Bitcoin’s Power Consumption Into Perspective

On March 18, 2021, the annual power consumption of the Bitcoin network was estimated to be 129 terawatt-hours (TWh). Here’s how this number compares to a selection of countries, companies, and more.

NamePopulation Annual Electricity Consumption (TWh)
China1,443M6,543
United States330.2M3,989
All of the world’s data centers-205
State of New York19.3M161
Bitcoin network -129 
Norway5.4M124
Bangladesh165.7M70
Google-12
Facebook-5
Walt Disney World Resort (Florida)-1

Note: A terawatt hour (TWh) is a measure of electricity that represents 1 trillion watts sustained for one hour.
Source: Cambridge Centre for Alternative Finance, Science Mag, New York ISO, Forbes, Facebook, Reedy Creek Improvement District, Worldometer

If Bitcoin were a country, it would rank 29th out of a theoretical 196, narrowly exceeding Norway’s consumption of 124 TWh. When compared to larger countries like the U.S. (3,989 TWh) and China (6,543 TWh), the cryptocurrency’s energy consumption is relatively light.

For further comparison, the Bitcoin network consumes 1,708% more electricity than Google, but 39% less than all of the world’s data centers—together, these represent over 2 trillion gigabytes of storage.

Where Does This Energy Come From?

In a 2020 report by the University of Cambridge, researchers found that 76% of cryptominers rely on some degree of renewable energy to power their operations. There’s still room for improvement, though, as renewables account for just 39% of cryptomining’s total energy consumption.

Here’s how the share of cryptominers that use each energy type vary across four global regions.

Energy SourceAsia-PacificEuropeLatin America
and the Caribbean
North America
Hydroelectric65%60%67%61%
Natural gas38%33%17%44%
Coal65%2%0%28%
Wind23%7%0%22%
Oil12%7%33%22%
Nuclear12%7%0%22%
Solar12%13%17%17%
Geothermal8%0%0%6%

Source: University of Cambridge
Editor’s note: Numbers in each column are not meant to add to 100%

Hydroelectric energy is the most common source globally, and it gets used by at least 60% of cryptominers across all four regions. Other types of clean energy such as wind and solar appear to be less popular.

Coal energy plays a significant role in the Asia-Pacific region, and was the only source to match hydroelectricity in terms of usage. This can be largely attributed to China, which is currently the world’s largest consumer of coal.

Researchers from the University of Cambridge noted that they weren’t surprised by these findings, as the Chinese government’s strategy to ensure energy self-sufficiency has led to an oversupply of both hydroelectric and coal power plants.

Towards a Greener Crypto Future

As cryptocurrencies move further into the mainstream, it’s likely that governments and other regulators will turn their attention to the industry’s carbon footprint. This isn’t necessarily a bad thing, however.

Mike Colyer, CEO of Foundry, a blockchain financing provider, believes that cryptomining can support the global transition to renewable energy. More specifically, he believes that clustering cryptomining facilities near renewable energy projects can mitigate a common issue: an oversupply of electricity.

“It allows for a faster payback on solar projects or wind projects… because they would [otherwise] produce too much energy for the grid in that area”
– Mike Colyer, CEO, Foundry

This type of thinking appears to be taking hold in China as well. In April 2020, Ya’an, a city located in China’s Sichuan province, issued a public guidance encouraging blockchain firms to take advantage of its excess hydroelectricity.

Continue Reading

Subscribe

Join the 240,000+ subscribers who receive our daily email

Thank you!
Given email address is already subscribed, thank you!
Please provide a valid email address.
Please complete the CAPTCHA.
Oops. Something went wrong. Please try again later.

Popular