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Visualization can be applied to pretty much any field; it helps to tell stories by curating data into a form that's easier to understand, highlighting any trends and outliers. And there's no place on the internet that is as obsessed with it as r/DataIsBeautiful.

The subreddit runs on a simple mission: to collect visualizations that effectively convey information. But the way its 16 million members go about it is anything but. There are no fake numbers, goofball statistics, and trivial analysis—just legitimate facts, portrayed in aesthetically pleasing ways. Such a delicate balance.

We at Bored Panda have already covered it once but when a community is that big, you know it's gonna keep delivering quality content so we just had to make an update. Enjoy!

#2

World Elevation Map, Including Bathymetry (Ocean Floor)

World Elevation Map, Including Bathymetry (Ocean Floor)

JoeWDavies Report

One of the subreddit's moderators, u/PHealthy, took some time out of their day to tell Bored Panda about the latest r/DataIsBeautiful news. "Obviously, these days COVID is a very popular topic, and [our posts] frequently make r/all but really anything topical/trending tends to do well," they explained.

"So for instance, a Nobel prize or school shooting post would probably do well. But a soundly made novel DataViz always tends to do well, e.g. Tyler's recent post. But meta posts can do very well, too. So really it's all about balancing DataViz presentation with the topic being relatable, all the better if it's Reddit-related."

#3

The Massive Decrease In Worldwide Infant Mortality From 1950 To 2020 Is Perhaps One Of Humanity's Greatest Achievements

The Massive Decrease In Worldwide Infant Mortality From 1950 To 2020 Is Perhaps One Of Humanity's Greatest Achievements

abu_doubleu Report

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Andy Acceber
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

If you're white in the U.S., your infant mortality rate is 4.8. If you're Black in the U.S., your infant mortality rate is 10.8. Racism in healthcare is real, and not enough people know that.

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#4

There Are More Cows Than People In The States Colored Blue

There Are More Cows Than People In The States Colored Blue

toddrjones Report

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Let's pause and think for a moment. 16 million people is a huge audience. (And I'm not even talking about making it to Reddit's front page). One that many publishers would be proud of. Reaching such a number with just organic growth is proof that people really value r/DataIsBeautiful.

As my colleague Jonas pointed out in his text, the moderator team is purposefully left as a small group of professionals who focus on data visualization at some part of their lives.

Plus, the subreddit treats its original content creators as "first-class citizens," constantly engaging them and making sure they're credited and acknowledged for their work. As always, we provide a link to each post that we feature as well (you can find it under the pictures), so if you're interested in some particular visualization, follow it to its roots — there's usually an interesting discussion in the comments, too.

"We bring a data-centric view of the world to millions of people every day—from important information about the COVID-19 pandemic all the way to a random dude's daily bowel movements—and our community prides itself in that fact. For example, we had community members posting analyses and projections of COVID-19 trends back in January and February 2020—well before anyone in the U.S. was taking the pandemic seriously. r/DataIsBeautiful is THE place to go when you want to see the signal through the noise of hectic daily life,” one of the moderators explained in the earlier Bored Panda piece.

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#5

Countries With A Higher Life Expectancy Than The United States (World Health Organization 2019)

Countries With A Higher Life Expectancy Than The United States (World Health Organization 2019)

TheRedditHike Report

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Anne Mitchell
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

Notice that the countries with a higher life expectancy all have universal health care and the US does not.

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#6

This Map Shows All Of The Earthquakes With A Magnitude Greater Than 5.0 Over The Last 20 Years

This Map Shows All Of The Earthquakes With A Magnitude Greater Than 5.0 Over The Last 20 Years

symmy546 Report

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Vorknkx
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

They outline the tectonic plates. This is both beautiful and scary (especilly for people living in the red areas).

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#7

Digital Elevation Model Of Greece

Digital Elevation Model Of Greece

JoeWDavies Report

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troufaki13
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

We're not just islands and sea! We also have beautiful mountains! It's a quite diverse country :)

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Even with so many members, u/PHealthy believes that r/DataIsBeautiful retains a certain character, "unique to this corner of Reddit in regards to churning out decent DataViz posts. Of course, the creators take center stage with their amazing original content but (not to pat my own back) fairly strict moderation is a big part of keeping the community unique and also keeps the sub from turning into just another garbage re-posting karma farm like a lot of subs on Reddit."

The human brain processes visual information better than it processes text — so the charts, graphs, and other elements found on r/DataIsBeautiful can be very powerful — you understand exactly what they're telling you. Something tells me this isn't the last time we'll feature this awesome subreddit.

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#8

The 2020 Election If Only People Under 45 Voted

The 2020 Election If Only People Under 45 Voted

BLAZENIOSZ Report

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Grace Noyes
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

I'm 60 and a lifelong Democrat. Won't ever vote Republican no matter how many more years I'm here.

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#9

The Highest-Grossing Media Franchises Of All Time

The Highest-Grossing Media Franchises Of All Time

Dremarious Report

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Daria B
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

Oh, that Anpanman was a surprise, honestly. Didn't encounter him anywhere outside Korea, to be honest. Not even in Japan itself.

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#11

English Alphabet Organised By Each Letter's Note In Abc Song

English Alphabet Organised By Each Letter's Note In Abc Song

william_5 Report

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Jon Steensen
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

I find it rather ironic that only the "G" corosponds to its note. The rest of them is sung on a different note than the letter says.

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#12

Average Yearly Sunshine Hours Of Germany

Average Yearly Sunshine Hours Of Germany

mate-g Report

#13

Who Makes More: Teachers Or Cops?

Who Makes More: Teachers Or Cops?

academiaadvice Report

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Andy Acceber
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

Fascinating! The areas with the better paid teachers (comparatively) have some of the lowest graduation rates... They also have some of the highest police brutality rates.

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#14

Google Searches For Different Emotions During Each Hour Of The Day And Night

Google Searches For Different Emotions During Each Hour Of The Day And Night

desfirsit Report

#15

"What Is One Country That You Will Never Visit Again?" Answers From R/Askreddit

"What Is One Country That You Will Never Visit Again?" Answers From R/Askreddit

stkfig Report

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parmadillo
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

This is somewhat misleading, as the very worst countries are ones no one visited in the first place.

Melene Majlovic
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

Oh, I also said Egypt before I even saw the map. As a woman you can not go anywhere without being constantly attacked by men, it was so annoying.

May
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

Yeah, I visited Egypt with another woman, and it was a nightmare. We mostly stayed at the resort, because any time we'd leave we'd get groped and pawed. Even the men working at the resort were hitting on us, but they at least didn't touch us. It was a nightmare. Never going back.

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chi-wei shen
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

At least I'm not the only one who will never again go to Egypt. Many great things to see in Egypt but also the most unfriendly people I have ever encountered. On the other hand, I will definitely visit the US again because it combines great attractions and great people.

Béatrice Gallet
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

Their are several reasons why a country can be unpleasant. The way people act with visitors, the climat, the clichés people have and are surprised not to live in when they come, the food they don't love, their bias against other cultures... It would be more interesting to make different maps.

Daria B
Community Member
3 years ago (edited) DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

I don't know, I've got the feeling, besides pickpockets in some European countries, and the well known kidnapping problem in some other countries in this world, most places welcome visitors and tourists with wide smiles and wide open arms. It's when you decide to live there that you start to see a different reality as someone who looks different. It's a reality that's not always bad, or good, but a very important one that's surprisingly widely overlooked in general.

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Mari
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

Because it's a beautiful country with magnificent historic buildings, but people don't realize that the country is very poor. It's like India, rich in culture but the people are just surviving. It's filthy, a lack of hygiene, no health system, poverty... tourists don't like that.

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Klingsor
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

This is rather similar to "Number of foreign visitors" map. Who knew?

classbag
Community Member
3 years ago (edited) DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

Yeah, this map is not a good one. Lighter colors don't necessarily mean a country is more favored by visitors. It just means fewer people have been there to complain about it.

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Yup
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

The phrasing of the survey questions and the composition of the respondents is particularly important in images like this.

Rhonda Wandler
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

I have spent time in 19 countries. The southern tip of Malaysia, across the harbour from beautiful Singapore, scared me. As a woman I dressed very modestly but still had a group of young men on a bridge walking behind and saying all the obscenities they knew in English and another day a young man buzzed me dangerously with his car.

Chiuki
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

The point is that the reality didn't mesh with the expectation.

Emily CPY
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

There's lots of places I visited that I wouldn't go back to, not because I didn't like them, but because I got to do/see everything that interested me there already. For folks who just prefer new things they won't be as interested in the stuff they got a thorough tour of the first time.

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Mystery Egg
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

Egypt doesn't surprise me. Never heard a single positive about from anyone that has visited. Maybe they have some romantic view of the place and because it's just another city with all the problems that come with cities, it's an anti-climax

May
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

I went to Egypt, loved the landscapes, all the ancient relics and diving in the red sea. Hated being constantly groped.

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Jon Steensen
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

A more fair depiction might be have large the percentage of people who has visited a country does not want to return to it. I have got at feeling that the countries highligted on the map is those that most people have visited, and hence has a relate and experience with. The more people visiting a country the higher the number of people wanting to return will also naturally be. To automatically infer that a high number of people not wanting to revisit a country must mean that it is bad, could be to oversimplify things by ignoring another factor that plays a major role in the outcome.

Helen Wood
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

i have been to India twice, lovely country and friendly people

moeless
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

Show this to the tsunami of people overrunning America's southern border. pffft.

Margaret Weaver
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

Odd... I would have guessed the entire islamic middle east would qualify, but apparently Egypt managed to ecclipse Saudi's human rights record on women?

panda123
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

This graph only shows the total numbers of people that responded but not the percentages of visitors who are dissatisfied, so it doesn't take into account that some countries have more tourists

moon bug
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

It doesn’t actually say the person wouldn’t visit again because they hated the country, I’ve been to Australia for a 6 week backpacking trip and loved my time there but because it is on the opposite side of the world and I spent quite a lot of time visiting as much of it as I could, I probably won’t go back since there are many more places to visit in the world.

Leigh C.
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

Funny how Egypt is often advertised as a hot vacation spot on the Travel Channel.

Lenka Smetanová
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

I dont know why Egypt is that bad... I looove Egypt, I want to travel there next month for vacation

LivingTheDream
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

The USA is the third most visited country in the world. Statistics don't always tell the full story

Bobert Robertson
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

More visitors = more people who don't want to go back. If I've never travelled to Malaysia, of course I can't not want to go back. Side note - I love Mexico.

julien
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

France and USA don't look good here but they 've been among the most visited countries in the world for decades ! go figure. lol

classbag
Community Member
3 years ago (edited) DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

The reason they're on here is because they're among the most visited countries in the world. No one's going to say they'll never go back to a country they've never been to, so only popular tourist destinations will appear here. This chart is flawed by design.

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julien
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

USA and France don't look good here and they are among the most visited countries in the world ! go figure. lol

rotten miracles
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

I can understand Egypt, the USA, India and China, but why France?

J van Der Kuil
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

The French can be really unfriendly compared to people in other European countries

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Luis Hernandez Dauajare
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

Misleading: USA, Mexico, India, China, France, Egypt and China happen to be some of the most touristically visited countries in the world. Out of several millions tourists every year, it is clear a significant part of them did not have a perfect holiday or fell in a tourist trap.

AnnaDill
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

Misleading also because more people want to live in the USA🤷‍♀️

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#17

Comparing Emissions Sources - How To Shrink Your Carbon Footprint More Effectively

Comparing Emissions Sources - How To Shrink Your Carbon Footprint More Effectively

lfg10101 Report

#18

35% Of "Entry-Level" Jobs On Linkedin Require 3+ Years Of Experience

35% Of "Entry-Level" Jobs On Linkedin Require 3+ Years Of Experience

brixu Report

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Andy Acceber
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

It's fine if your job isn't an entry-level job, but then it shouldn't be paying entry-level wages.

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#19

Where Are The World's Airports? This Map Shows Locations Of The Worlds Airports And Heliports

Where Are The World's Airports? This Map Shows Locations Of The Worlds Airports And Heliports

symmy546 Report

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Josie Bisbano
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

This map doesn't check out. There are not this many designated airports in the US, and some countries that aren't very populous are showing dense airport locations. While it's true that many aircraft can land outside airports, the spots on this map is not showing where those places are ample. I don't believe this map, as someone studying US airport directory maps as a student pilot.

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#20

Where Can You Afford To Live On The Minimum Wage In The United States?

Where Can You Afford To Live On The Minimum Wage In The United States?

loveandwars Report

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Cactus McCoy
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

So, there is not one state in which you can afford to live on the minimum wage?

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#21

Knight Moves - A Simple Table I Made Showing The Importance Of Keeping Your Knights Near The Middle Of The Chessboard

Knight Moves - A Simple Table I Made Showing The Importance Of Keeping Your Knights Near The Middle Of The Chessboard

IconicIsotope Report

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Anggi Santika
Community Member
3 years ago (edited) DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

I'm not a chess player, but why would you put your knight at the corner? Considering how it moves, corner is the worst place.

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#22

The Top 15 Countries (Apart From Sweden) In Which The People Who Currently Live In Sweden Were Born

The Top 15 Countries (Apart From Sweden) In Which The People Who Currently Live In Sweden Were Born

desfirsit Report

#23

California Is The World's 5th Largest Economy. Here Are The Top 5

California Is The World's 5th Largest Economy. Here Are The Top 5

JPAnalyst Report

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#24

Maps Showing Water Shortages During May Have Become Increasingly Extreme In California

Maps Showing Water Shortages During May Have Become Increasingly Extreme In California

sdbernard Report

#25

Yearly Road Deaths Per Million People Across The US And The EU. This Calculation Includes Drivers, Passengers, And Pedestrians Who Died In Car, Motorcycle, Bus, And Bicycle Accidents. 2018-2019 Data

Yearly Road Deaths Per Million People Across The US And The EU. This Calculation Includes Drivers, Passengers, And Pedestrians Who Died In Car, Motorcycle, Bus, And Bicycle Accidents. 2018-2019 Data

maps_us_eu Report

#26

Capitol Insurrection Arrests Per Million People By State

Capitol Insurrection Arrests Per Million People By State

reddit.com Report

#27

Wordcloud Of Angela Merkel From Her Speeches Of Last 4 Years

Wordcloud Of Angela Merkel From Her Speeches Of Last 4 Years

AyyBeeShafi Report

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Kesam
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

So the German chancellor uses the word Germany a lot. Quelle surprise! 😄

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#28

If All 533 Million Compromised Facebook Accounts Were A Country

If All 533 Million Compromised Facebook Accounts Were A Country

Iwontberedditfamous Report

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Beth Sito
Community Member
3 years ago

This comment has been deleted.

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#29

What If You Bought $100 Worth Of X A Year Ago?

What If You Bought $100 Worth Of X A Year Ago?

theimpossiblesalad Report

#30

Movies With The Greatest Difference Between Rotten Tomatoes Critic And Audience Ratings

Movies With The Greatest Difference Between Rotten Tomatoes Critic And Audience Ratings

lookatnum Report

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Peppy Piplup
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

I'm pretty sure that Captain Marvel was review bombed before the movie was even released, which explains the audience rating....

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#31

How Serious Do EU Countries Think Climate Change Is?

How Serious Do EU Countries Think Climate Change Is?

KawaiiAurora Report

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Vorknkx
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

People usually start taking climate change more seriously after a close encounter with a weather phenomenon that is not typical for that region (e.g. a tornado in Europe - started to occur more frequently in recent years).

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#32

Average Start Time For Public High Schools In Each Us State

Average Start Time For Public High Schools In Each Us State

1ew Report

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Andy Acceber
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

My high school started at 7:12am. It was awful. No one's at their top-notch learning capacity at that hour -- especially teenagers.

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#33

Support For Same Sex Marriage In South America/Central America/Carribean

Support For Same Sex Marriage In South America/Central America/Carribean

Diethnistis Report

#34

CO2 Emissions Per Capita In The US, The EU, China, And India

CO2 Emissions Per Capita In The US, The EU, China, And India

maps_us_eu Report

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Robert T
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

This is per capita. China has a population over 4 times that of the US, so in terms of raw output of CO2, China is the biggest polluter. What would be interesting to know is what the sources are - I am expecting the the US produces more from society than industry and China vice versa.

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#35

What Type Of Animal Is The Most Endangered Animal Of Every State?

What Type Of Animal Is The Most Endangered Animal Of Every State?

First_Restaurant5843 Report

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classbag
Community Member
3 years ago (edited) DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

This is not very informative lol. I thought it would be the specific most endangered animal.

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#36

What Do Europeans Feel Most Attached To - Their Region, Their Country, Or Europe?

What Do Europeans Feel Most Attached To - Their Region, Their Country, Or Europe?

desfirsit Report

#37

Which Energy Source Has The Least Disadvantages?

Which Energy Source Has The Least Disadvantages?

UnrequitedReason Report

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Carrie Laughs
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

Does this take into account Nuclear Waste Disposal? A massive problem as the spent Nuclear Rods of Nuclear Reactors are prohibitively costly and difficult to dispose of. Spent nuclear fuel is initially very highly radioactive and so must be handled with great care and forethought. There is no fool proof way to dispose of nuclear waste fuel after it is used in the Nuclear Reactors.

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#38

Percentage Of Adults Reporting Binge Or Heavy Drinking

Percentage Of Adults Reporting Binge Or Heavy Drinking

prikhodkop Report

#39

US Streaming Services Market Share, 2020 vs. 2021

US Streaming Services Market Share, 2020 vs. 2021

keshava7 Report

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Gemar DuniaHiburan
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

Thanks for this data. Now it makes a lot of sense why some good shows never get the attention they needed.

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#40

Levels Of CO2 In My Classroom Over A School Day

Levels Of CO2 In My Classroom Over A School Day

MajesticMikey Report

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WilvanderHeijden
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

They need to improve ventilation in that school because elevated CO2 levels directly affect human cognition according to a 2015 (!!!!) Harvard study. https://archive.thinkprogress.org/exclusive-elevated-co2-levels-directly-affect-human-cognition-new-harvard-study-shows-2748e7378941/

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#41

A Photo-Finish Race For The Most Gold Medals At Tokyo 2020: USA 39, China 38

A Photo-Finish Race For The Most Gold Medals At Tokyo 2020: USA 39, China 38

teddyterminal Report

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Jo Morris
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

In comparison, I am so impressed by these statistics: Australia was represented by a team of 425 people, and was 6th on the medal tally, having won 17 gold medals (46 in total). The population of China is 1.446 billion; USA is 333 million and Australia is 25 million.

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#42

The Most Hated U.S. States, According To R/Askreddit

The Most Hated U.S. States, According To R/Askreddit

reddit.com Report

#43

Japan Electricity Production 1914-2019

Japan Electricity Production 1914-2019

ExperimentalFailures Report

#44

How Many Beers Can You Buy From An Hour Of Work In Your State?

How Many Beers Can You Buy From An Hour Of Work In Your State?

patheticamateur Report

#45

Disposable Incomes Of The 25 Richest Countries In The World

Disposable Incomes Of The 25 Richest Countries In The World

Rift3N Report

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ejfs
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

Err.....the Luxembourg one is only accurate if you're taking the average take home salary. Which is currently very skewed towards the higher salaries, up 150,000€ per year, vs the almost 10% of the population that exists just at or even below the poverty line. Including my mother.

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#46

AirPods Revenue vs. Top Tech Companies

AirPods Revenue vs. Top Tech Companies

Dremarious Report

#47

US States By Olympic Athletes Per Capita

US States By Olympic Athletes Per Capita

frankisasinatra Report

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Andy Acceber
Community Member
3 years ago DotsCreated by potrace 1.15, written by Peter Selinger 2001-2017

As a former Coloradan, I'd like the world to believe our unique awesomeness. But the real reason is the Olympic Training Center is in Colorado. Athletes move to Colorado to train there. (That being said, in some high altitude towns, the air really is thinner. So it is like many of us have been training for athletics since birth.)

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