Data is beautiful—and I’m in love. I swear it’s not just because of its gorgeous pie charts, voluptuous curves, and stunning axes... Promise! When it comes to showing off just how stunningly data can be presented, there’s no better to place to feast your eyes than the ‘Data is Beautiful’ subreddit that hosts a massive community of over 15.6 million people and which celebrated its 9th birthday in February.

The community is full of math, statistics, and art lovers, as well as professionals who use data every day. Often, they get so inspired by the eye-pleasing charts and graphs, they create their own and end up on the front page of Reddit.

We’ve collected some of the most aesthetic expressions of data found on r/DataIsBeautiful for you to enjoy, so scroll on down and have a peek, dear Pandas. As you dive deep into the world of stats, upvote the images that you liked the most. Remember, the charts love it when the numbers go up. (Pssst, the subreddit even has its own Twitter page and Discord server.)

I had a lovely chat with some of the moderators running the ‘Data is Beautiful’ community, including redditors NotABotStill and PHealthy. So be sure to read on for the in-depth insights they shared with Bored Panda about the ins and outs of how the small team of professionals manages the massive community of content creators. They’re a very friendly bunch, so you shouldn’t hesitate to join the community if you’re into charts, graphs, maps, or, well… simply love looking at pretty pictures.

More info: Reddit | Twitter | Discord

#1

A Year Ago I Was Hospitalized For A Failed Suicide Attempt, I Decided Then, That I Wanted To Be Healthier And Happier; This Is What A Year Of Therapy And Proper Medication Can Do. Don’t Give Up

A Year Ago I Was Hospitalized For A Failed Suicide Attempt, I Decided Then, That I Wanted To Be Healthier And Happier; This Is What A Year Of Therapy And Proper Medication Can Do. Don’t Give Up

ryfry314 Report

Verena Gitterle
Community Member
3 months ago

Congratulations!

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#2

My Anxiety Level vs. My Daughters Sentence

My Anxiety Level vs. My Daughters Sentence

petrocity06 Report

ADHORTATOR
Community Member
3 months ago

:-)

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Despite having millions and millions of members, the subreddit still maintains some of the core tenets that they had when it was still founded. The moderator team is purposefully left as a small group of professionals who focus on data visualization as some part of their careers and lives. That passion for data translates into passion for the r/DataIsBeautiful community.

What’s more, 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 all creators should be!). 

“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 why the community is so loved and popular.

#3

People Killed In Terrorist Attacks In 2017: Europe (Blue) vs. Africa (Red)

People Killed In Terrorist Attacks In 2017: Europe (Blue) vs. Africa (Red)

valouhhh Report

Sum Guy
Community Member
3 months ago

6 people dead in the USA = World news.... 200+ school children kidnapped from a school every other week in nigeria and it's hardly a blip in the news. I wonder if people know that there have been 4 mass kidnapping in nigeria this year alone... at one school, they took 317 girls

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#4

I Finished My Year Long Temperature Blanket!

I Finished My Year Long Temperature Blanket!

taracala Report

Verena Gitterle
Community Member
3 months ago

Pretty, but could you please explain?

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The amount of posts and comments that the mods of r/DataIsBeautiful have to deal with is absolutely staggering. I’m not exaggerating when I say that my jaw dropped when I heard about it. The subreddit gets roughly 400-500 submissions each week and has had 2,370 approvals, removals, and spam posts over the last month alone.

Meanwhile, the number of comments they get is beyond counting, but the mods estimate that the number ranges in the tens of thousands and might even be as high as over a hundred thousand.

#5

President Trump False Or Misleading Claims While In Office

President Trump False Or Misleading Claims While In Office

fredfery Report

Raven Sheridan
Community Member
3 months ago

And yet people STILL believe the crap that comes outta his mouth!

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#6

Us Elevation Tiles

Us Elevation Tiles

newishtodc Report

Andy Acceber
Community Member
3 months ago

Colorado represent! I grew up there. It wasn't until I moved away that I realized people elsewhere don't usually know what elevation they're living at.

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Redditor NotABotStill has been a moderator at r/DataIsBeautiful for two years and revealed to Bored Panda that the mod team is global, with members living in the EU, US, and APAC, so that they can cover all the time zones.

The level of professionalism that they have is pleasantly surprising. However, that makes sense once you realize that they’re actually all professionals in their personal lives and are a very close-knit group who regularly communicate. You can expect this level of dedication from people running a successful company.

“We certainly refine the rules over time. For example, we no longer allow YouTube videos as it was being abused by content creators looking for subs on their channel. We also occasionally temporarily prohibit specific subjects, like Tinder or dating posts, when a topic overwhelms the subreddit although dating posts are allowed again,” moderator NotABotStill explained.

#7

What Percent Of Social Media Content Are Ads?

What Percent Of Social Media Content Are Ads?

Onhech Report

RiverStyxJix
Community Member
3 months ago

Thanks Reddit :)

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#8

I Ran A Quick Poll Last Week On Digital Transformation

I Ran A Quick Poll Last Week On Digital Transformation

jcceagle Report

Mohsie Supposie
Community Member
3 months ago

Covid drove LOTS of transformation in many companies.

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“We also only allow personal posts (posts about the poster such as miles jogged over a year as an example) on Mondays which I believe we instituted during my tenure. That's just a flavor of the types of rules we add, adjust, or remove over time. Rule changes are done by consensus of the mods and we will often spend days or weeks deciding on new rules and how to word them,” they said that they’re always moving towards perfection, with a lot of time spent on making the subreddit better and better.

The moderators manually approve or remove each and every post, but they mostly rely on their fellow redditors to report posts and comments that violate their rules of conduct. They also use AutoMod to help move the process along. Posts that go against the rules end up being automatically removed, so the mods can spend more time on important issues rather than chores.

#9

Searches For International Men's Day Peak Every International Women's Day

Searches For International Men's Day Peak Every International Women's Day

R1zzles Report

Raven Sheridan
Community Member
3 months ago

International Men's Day is the other 364 days of the year.

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#10

Trump Voters Are Less Likely To Have A College Degree

Trump Voters Are Less Likely To Have A College Degree

heresacorrection Report

Sum Guy
Community Member
3 months ago

We didn't need data for this one

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“Most posts are visible immediately, however, we also utilize AutoMod to ‘filter’ out posts that likely violate a rule. Speaking of AutoMod, we heavily rely on it to filter, or make invisible, both posts and comments based on keywords, user karma, and URL links (to name a few) which then have to be manually approved before they are visible. We also utilize it to automatically remove posts that violate our rules (e.g., YouTube links or directly linking an image and not claiming [OC]) so we mods don't even have to see them.”

NotABotStill pointed out to us that popular posts on the subreddit “are often approved multiple times” because they’re reported while some posters end up reposting the images because the AutoMod catches the [OC] error. That means that the number of original monthly posts is probably closer to 1,500 to 2,000, once you do away with the reposts and multiple approvals.

#11

Paths Of 800 Unmanned Bicycles Being Pushed Until They Fall Over

Paths Of 800 Unmanned Bicycles Being Pushed Until They Fall Over

comp615 Report

Verena Gitterle
Community Member
3 months ago

Looks like when you comb out curly hair

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#12

Selected Leaders During The Queens Reign (Up To Now)

Selected Leaders During The Queens Reign (Up To Now)

already-taken-wtf Report

Verena Gitterle
Community Member
3 months ago

Selected? I see Mao, I see Stalin....

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Moderator NotABotStill explained that they rely on the users to upvote and downvote submissions and don’t make subjective evaluations about how each one is or isn’t aesthetic. In other words, what the community thinks is incredibly important.

When asked, the mod said that they wouldn’t be able to choose between which they like more, pie charts or bar graphs, and would prefer “a simple Excel line chart any day over those two.” (Personally, I know I should prefer bar graphs, but my heart belongs to pie charts.)

#13

My Experience Of Trying To Find A Job As A Pilot In The Last Four Months

My Experience Of Trying To Find A Job As A Pilot In The Last Four Months

Colin1236 Report

Mohsie Supposie
Community Member
3 months ago

You should laugh harder that they even advertised!

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#14

Area Of Land Burnt In Australia And Area Of Smoke Coverage Shown As Equivalent Area Over Europe

Area Of Land Burnt In Australia And Area Of Smoke Coverage Shown As Equivalent Area Over Europe

neilrkaye Report

Mohsie Supposie
Community Member
3 months ago

Before I read the text, I thought it was something about a CD.

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Meanwhile, moderator PHealthy highlighted that the subreddit has had “fairly linear growth” since being founded in 2012. The growth started to slow down in 2017 and 2018, however, the sub is still adding thousands of new members each day. “That said, with the way Reddit works the subscriber count isn't all that important above a certain point which is enough to it r/all and/or the front page. That hits on a topic most of the more serious subreddits face: good content vs popular content.”

PHealthy said that moderating the community is a team effort. However, some mods go “above and beyond and really keep the community moving” where the automated mod tools end up not being enough. “I moderate a few other large communities so I split a lot of my time and try to help with the modqueue as much as I can but really only go after the real egregious offenses like hate speech, racism, personal attacks, etc.”

#15

Two Thousand Years Of Global Temperatures In Twenty Seconds

Two Thousand Years Of Global Temperatures In Twenty Seconds

bgregory98 Report

Mohsie Supposie
Community Member
3 months ago

Yet, we have people who will deny Global Warming.

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#16

Average Flag Colour By Latitude

Average Flag Colour By Latitude

richieahb Report

Raven Sheridan
Community Member
3 months ago

That's actually really interesting.

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The moderator added that the number of submissions can vary depending on what’s happening around the globe at the time. “COVID for instance gets a big spike as well as popular post copycats.”

In PHealthy’s opinion, animated graphs are rarely better than something like a grouped bar graph, even though they certainly draw the eye. “Pies and bars certainly both have their uses but we've all seen the results of tortured dataviz and I think that's where something like the pie chart gets a bad rap.”

#17

Passenger Fatalities Per Billion Passenger Miles

Passenger Fatalities Per Billion Passenger Miles

theimpossiblesalad Report

Kristof De Smet
Community Member
3 months ago

I'd like to see the data for bicycles

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#18

Causes Of Financial Loss In The USA, 2011

Causes Of Financial Loss In The USA, 2011

breck Report

Caffeinated Hedgehog
Community Member
3 months ago

In capitalist America, bank robs you!

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The moderators of ‘Data is Beautiful’ also went in-depth around what kind of content they consider to be good, what visualizations are popular, and what falls into both categories (if this were a Venn diagram, the latter would be the part where the two circles intersect).

Here are two examples of top posts in the last month that “look good and engage the audience to change over time on a popular subject” right here and here. Meanwhile, images like this one and this one might be popular because of the subject matter and what Redditors prefer, however, they’re “awful” and “difficult to read.”

Finally, here’s an example of great data visualization that, unfortunately, doesn’t do great because the subject matter doesn’t appeal to the audience or it’s too technical.

#19

Most Popular Web Browsers Between 1995 And 2019

Most Popular Web Browsers Between 1995 And 2019

PieChartPirate Report

Foxxy (The Original)
Community Member
3 months ago

Never even heard of Netscape. For me I have found Opera and Google chrome to be the best. And I hate Firefox.

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#20

My Wife Made This Blanket That Indicates A Certain Temperature For Every Day Of The Year. 2016 Pennsylvania

My Wife Made This Blanket That Indicates A Certain Temperature For Every Day Of The Year. 2016 Pennsylvania

BluSkyHeisenberg Report

Emma_Aitana yay
Community Member
3 months ago

the cats like it

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The ‘Data is Beautiful’ subreddit is about finding the perfect blend of beauty and brains. Or about the best way to present any particular dataset if you look at things from a different perspective. The subreddit is here to share and discuss all the various visual representations of data. From graphs and charts to, yes, even maps!

Another moderator who’s had 7 years of experience working with r/DataIsBeautiful explained that “back in the early days,” they were a niche community focused on attracting data visualization researchers and professionals. With the occasional enthusiast dropping by, too, of course! Eventually, with the growth of the community thanks in large part to a cordial relationship with the Reddit administrators, the subreddit grew to encompass a much broader range of members.

#21

Lyrical Composition Of Daft Punk's 'Around The World'

Lyrical Composition Of Daft Punk's 'Around The World'

_The_Mattmatician Report

Full of Giggles
Community Member
3 months ago

“I am Groot”

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#22

Public Opinion Of Same-Sex Relations In The United States

Public Opinion Of Same-Sex Relations In The United States

theimpossiblesalad Report

Ksenia M
Community Member
3 months ago

I get the logic behind "never wrong" and "always wrong", but what's the possible explanation for "sometimes wrong"? Like Wednesdays and Fridays?

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See Also on Bored Panda

“Most of our discussions back then focused on critiques and improvements of the data visualizations themselves, a focus that still sits at the core of the community to this day,” the moderator shared what the start of the community was like.

“In February 2012, the Reddit admins and DIB mods agreed to make /r/DataIsBeautiful a default subreddit. That meant that every new Reddit user would automatically be subscribed to DIB and our top content would consistently show up on the Reddit front page. After that point, our community grew extremely fast and continued growing even when the default subreddits were abolished in mid-2017,” they shared one of the reasons why the sub grew as fast and as big as it did.

#23

Us College Tuition & Fees vs. Overall Inflation

Us College Tuition & Fees vs. Overall Inflation

chartr Report

Raven Sheridan
Community Member
3 months ago

They got no justification for the prices they charge. Just a money making scheme.

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#24

The States In Blue Have A Combined Total Population Equal To Los Angeles County, In Red

The States In Blue Have A Combined Total Population Equal To Los Angeles County, In Red

AlbinoInterior Report

Hans
Community Member
3 months ago

Populatin density world-wide is a curious thing to study!

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It really isn’t just about the pretty pictures, however. Anyone who wants to dig a little deeper and learn a bit more about how to visualize data well can do so. “We provide a handful of guides for folks just learning to create data visualizations, and we require every original content post to include at least a brief description of the data source and how the data visualization was created so folks can learn from that. DIB is a great place to learn the craft of data visualization by doing,” the moderator shared with Bored Panda.

#25

2020 Electoral Map If Only ____ Voted. Breakdown By Each Major Demographics

2020 Electoral Map If Only ____ Voted. Breakdown By Each Major Demographics

dustingibson Report

Lina S.
Community Member
3 months ago

This seems like a very nice graph, but I'm intrigued as to how this data was collected, or what data was sued. Maybe they used percentages of these populations and then extrapolated that data?

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#26

Donald Trump's Tweet Announcing His Covid-19 Diagnosis Is, By Far, His Most Liked Tweet Since Becoming Us President

Donald Trump's Tweet Announcing His Covid-19 Diagnosis Is, By Far, His Most Liked Tweet Since Becoming Us President

nathcun Report

Sum Guy
Community Member
3 months ago

People couldn't help but show how happy they are he got covid

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“DataIsBeautiful is for visualizations that effectively convey information. Aesthetics are an important part of information visualization, but pretty pictures are not the sole aim of this subreddit,” the subreddit explains what it’s all about.

Now, pretty graphs might not be the entire story, but they can sure help express data in a way that grabs (and holds!) your attention, so you can understand the data better. Something that’s clear and stunning will help you remember it better. And if you understand something well, you can then use that data in arguments and (socially distanced) dinner parties.

#27

Distribution Of Snickers Letters In My Halloween Candy

Distribution Of Snickers Letters In My Halloween Candy

doghaircut Report

Foxxy (The Original)
Community Member
3 months ago

Wow, those snickers are tiny.

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#28

Tracking My Push-UPS In 2020. My New Year’s Resolution, Was To Do 100 Push-UPS In One Go. It Was A Slow Burn, Took Over 8 Months And 48 Attempts To Build Up My Strength And Stamina (Age 49)

Tracking My Push-UPS In 2020. My New Year’s Resolution, Was To Do 100 Push-UPS In One Go. It Was A Slow Burn, Took Over 8 Months And 48 Attempts To Build Up My Strength And Stamina (Age 49)

exmoor456 Report

third molar
Community Member
3 months ago

He started with 36 (gulp) i can hardly cross 5

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As a whole, the community very much appreciates originality and creativity. They encourage people to post their own original content (it’s got that little OC sign next to in case you want to see what’s what). If there’s a graph that you love in particular, send the creator a warm ‘thank you’ to encourage them to keep on creating data eye-candy. And if you end up sharing it somewhere, be sure to credit it properly. It’s original content, after all!

#29

Google Year In Search 2020 Top Search Terms

Google Year In Search 2020 Top Search Terms

informatica6 Report

Mohsie Supposie
Community Member
3 months ago

No one can summarise the year as well as Google!

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#30

Attendance At Donald Trump’s Rally In Tulsa, Compared To The Number Of Tickets Trump Claimed Were Requested

Attendance At Donald Trump’s Rally In Tulsa, Compared To The Number Of Tickets Trump Claimed Were Requested

JPAnalyst Report

Raven Sheridan
Community Member
3 months ago

Proof of yet another one of his lies.

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So, dear Pandas, which chart or graph did you enjoy the most? Do you think that good data will always speak for itself or do we have to give it a gentle nudge to make it more palatable for our eyes and minds? Do you draw maps in your spare time just like I do? And, we’ve got to ask—do you prefer pie charts or bar graphs, dear Readers? Leave us a comment below!

#31

Harry Potter Characters: Screen Time vs. Mentions In The Books

Harry Potter Characters: Screen Time vs. Mentions In The Books

chartr Report

Lina S.
Community Member
3 months ago

This is a really cool graph

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#32

11 Different Brands Of Aa Batteries, Tested In Identical Flashlights

11 Different Brands Of Aa Batteries, Tested In Identical Flashlights

thecrispiestbacon Report

Mohsie Supposie
Community Member
3 months ago

Of course the Duracell lasted longer. It is longer in size than the rest! I think the experiment was biased.

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See Also on Bored Panda
#33

The Popularity Of The Name ‘Karen’ Has Seen A Dramatic Decrease Within The Last Ten Years

The Popularity Of The Name ‘Karen’ Has Seen A Dramatic Decrease Within The Last Ten Years

POUUER Report

ivan bolitekurac
Community Member
3 months ago

I feel sorry for Karens

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#34

Cause Of Death - Reality vs. Google vs. Media

Cause Of Death - Reality vs. Google vs. Media

aaronpenne Report

D H
Community Member
3 months ago

With the media if it bleeds it leads

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#35

Berlin Subway Map Compared To Its Real Geography

Berlin Subway Map Compared To Its Real Geography

vinnivinnivinni Report

Mohsie Supposie
Community Member
3 months ago

Not too far off!

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#36

Percent Of Air Per Bag Of Chips

Percent Of Air Per Bag Of Chips

doughilarious Report

Enuya
Community Member
3 months ago

Cool graph. But air in chips bags is necessary - it prevents the chips from cracking. I believe that's why the percentage is so high in Cheetos which as a corn puffs are more delicate than potato chips and so low in Pringles where chips lay on top of each other.

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#37

Top 10 Highest Covid-19 Donations With The Percentage Of Their Net Worth

Top 10 Highest Covid-19 Donations With The Percentage Of Their Net Worth

keshava7 Report

Shelp
Community Member
3 months ago

Good guy Jack Dorsey

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#38

Blockbuster Video Us Store Locations Between 1986 And 2019

Blockbuster Video Us Store Locations Between 1986 And 2019

V1Analytics Report

Mohsie Supposie
Community Member
3 months ago

RIP Blockbuster.

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#39

Would You Rather Be Hot Or Cold?

Would You Rather Be Hot Or Cold?

matts41 Report

Foxxy (The Original)
Community Member
3 months ago

Neither, I would rather be warm. Even though I hate the cold at least you can keep putting layers on to warm up. Unlike the heat, there is only so much you can take off. Humidity is even worse.

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#40

States Kanye West Received Votes In

States Kanye West Received Votes In

Dremarious Report

Sum Guy
Community Member
3 months ago

I still honestly think Kanye was just too proud to not run since he said he would... he just wants to be always right

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Note: this post originally had 150 images. It’s been shortened to the top 40 images based on user votes.