How to spot a misleading graph - Lea Gaslowitz

View full lesson: ed.ted.com/lessons/how-to-spot...
When they’re used well, graphs can help us intuitively grasp complex data. But as visual software has enabled more usage of graphs throughout all media, it has also made them easier to use in a careless or dishonest way - and as it turns out, there are plenty of ways graphs can mislead and outright manipulate. Lea Gaslowitz shares some things to look out for.
Lesson by Lea Gaslowitz, directed by Mark Phillips.

[@Snommelp]

One manipulation I would have added: I've seen at least one instance of a graph where the Y axis was *inverted* without explanation, making it seem like an increase was actually a decrease.

[@MCPretzelM999]

Did it have to do with climate change? The reason I ask is because I've seen graphs that go into the past as the x-axis increases and graphs that go into the future. Both are pretty common in paleoclimate research, but they can be very misleading (sometimes intentionally so) if the viewers don't know what they're looking at.

[@GlaceonStudios]

School shootings in the US?

[@drabberfrog]

They did that on Fox News one time to show jobs increasing when they were actually decreasing or vice versa.

[@drabberfrog]

@Maximal's Personal Profile I remember another time they used a line graph and and messed with the y-axis for the amount of tax cuts there would be under someone's proposal versus someone else's proposal and it looked like a huge difference when in reality it was a 1% difference.

[@Snommelp]

@@drabberfrog Yep, I'm pretty sure that's the one I was thinking of

[@dorupero]

Now I know how to mislead people using graphs. Learning something new everyday...

[@boborson5536]

Dorupero That's the Spirit!

[@kalmaved]

Two types of people.

[@MaxF-rn1vm]

Dorupero I

[@schizophrenicenthusiast]

I'm guilty of using faulty logic to mislead idiots for my own personal gain. That said, I don't feel guilty about it at all. Also might employ the use of some graphs if ever needed.

[@user-pj5ht5qx3e]

Most people are to dumb to read a graph, you can just use paper and crayons.

[@Vaibhavsingh-yc5ln]

manipulative guy : the numbers don't lie. . . ted-ed: well no, but actually yes.

[@samwisegamgee6532]

manipulative guy : the number don’t lie Me : You’re not a number, Sir !

[@akuakkk1908]

Number never lie, they're just hard to read.

[@randomgoose3704]

√-2

[@ultraslay7635]

Number's Are'nt lying figure is

[@AadyaGupta07]

Statistics never lie, people do.

[@badtriceratops1867]

TedEd is the digital equivalent of a library. Its a nice little reading corner. A hammock under a warm light. A warm cup of cocoa.

[@asiandod325]

And Tedx is reading Wikipedia for an assignment at midnight. Or maybe twitter or quora.

[@angierodriguezcastellini6980]

I like reading books but they way TedEd explain things make it so easy to undestend for me

[@dancingwolfcraft5751]

So fudging right

[@mjmulenga3]

You spelt coffee all wrong. 😁

[@wingcomic4608]

The first day Of work

[@woodfur00]

My favorite is when they don't even label the increments, so you know they've mislead you, but you can't actually tell how badly.

[@marekmichalovic8711]

Bezos charts?

[@notmario741]

illusion 100

[@westechmedia4567]

😆

[@Diorden119]

Ah yes, the PragerU method.

[@turnbabelarachnud3641]

woodfur00 homest

[@justinmiller7398]

Please, more of these information dissection videos. People are bombarded with information and just do not know what to do with it.

[@charjl96]

You should learn symbolic logic

[@Trainwreck3000]

575 likes and two comments wow very inconsistent lol

[@belugabcool2896]

630 and 3 you mean

[@Malik-Ibi]

There is a radical idea... Think!

[@harishkhan1892]

IRONIC!😁

[@TheBookloverforever]

"There are three kinds of lies: lies, damned lies, and statistics." - Mark Twain.

[@squidnationn]

fr

[@q.e.d.9112]

‘Twas not Twain. He, himself, attributed it to Disraeli but that, too, is incorrect. It may have been that well known character, Anon E. Muss.

[@peekaboo5709]

@@q.e.d.9112 aha, i c what u did there ;)

[@AadyaGupta07]

Statistics never lie, people do.

[@HarrisonLuiEKYiss]

Good one 🤣👍

[@eb33]

the worst case of this ive ever seen is one about gun deaths, where they flat out just flipped the scale...

[@gusmc2220]

dang, no way?! happen to have a source?

[@k.boi.d]

@@gusmc2220 i think they're referring to the "Gun Deaths In Florida" graph. if you google 'gun deaths stand your ground law graph' it should show up

[@eb33]

@@k.boi.d yup that's the right one

[@gusmc2220]

@@k.boi.d ty I'll check it out

[@gusmc2220]

@@eb33 wow, no kidding that graph is misleading on all kinds of levels!

[@ProfessorPolitics]

Don't forget double Y axes! With those, you can legitimately make the price of bananas appear to correlate with NASA's funding levels.

[@sploofmcsterra4786]

Professor Politics yep, graph designers take advantage of assumption of causation

[@1998marijn1998]

Just adding this link for anyone not convinced (it shows such graphs with double Y axes): www.tylervigen.com/spurious-correlations Although, even if it is a single Y axis, correlation NEVER proves causation! It may only be considered a possible indication.

[@Keronin]

This is now one of my favorite things. I really liked the Spelling Bee word length vs. Death by spider bite.

[@alexanderreusens7633]

Bananas? Ow, Chom choms you mean

[@bananaforscale1283]

???

[@Pacwerdna]

I love how Lea was like, "Let's have the guy marry the graph at the end," and Ted-Ed was like, "Absolutely."

[@pungoblin9377]

“Don’t be swayed by the lines and curves” Hmmmmmmm. Do you have something you need to tell us, TED?

[@griffith7615]

Ok boomer

[@morthostalisint1720]

@@godturtle6274 Because this is being favoured by KZbin now.

[@frostyvoid827]

2 more likes

[@ididsomeunspeakablethingsa4899]

@@griffith7615 emo boy

[@ExDarkx3]

Got this from a very intelligent drag queen: "Statistics is like a bikini; What it reveals is interesting but what it hides is crucial"

[@nanigopalsaha2408]

Amazing

[@R2Cv1]

Statistics is like a bikini: They're not actually planning to show off the hidden parts anytime soon.

[@zoro.7]

@@R2Cv1 statitics are like a bikini I go on a site to see what it hides

[@lukamilosevic661]

Statistics are like a bikini, they uncover everything yet show nothing. -a yugoslavian jokebook from 1998-

[@deleteduser6506]

Mmm... Javier Milei?

[@randomperson1714]

Liar: numbers don’t lie. Me: You’re a human,not a number.

[@obscurity6558]

Ted-Ed is getting quite violent. Their recent videos are too graph-ic

[@chengjunjia5779]

Obscure History true

[@pure_espress0393]

I was going to make a joke, but you rasied the Bar above my Line of jokes.

[@codekillerz5392]

*slow clap*

[@JK_JK_JK_JK]

😒

[@mmk4806]

Obscure History Well done, my friend.

[@ElloLoJo]

I like the thumbnail.... in the thumbnail...

[@Tophu48548]

Lorna S huh

[@peksn]

Christopher Wright The dude's face is a thumbnail.

[@rosearachnid879]

All politicians look like that

[@Alexandr.ine2005]

Oh!

[@Hats-On-Tv]

They changed it

[@sabrel4975]

I remember seeing a graph on violent crime rates that had a reversed x-axis, used inconsistent differences between times, used opinion polls rather than hard numbers, and had a margin of error so larger than some of the difference between points

[@rebelbeammasterx8472]

And sometimes companies pay scientists to distort their data, thus making the graph inherently wrong even without distorting the graph and its context.

[@alexandertownsend3291]

Yeah I think it is called data fudging.

[@gusmc2220]

and sometimes 'scientists' force the measured data to fit the theory, instead of changing the theory in light of new data, which means it's not science anymore...

[@KRYMauL]

Or a company pays some scientist they publish, and the company buries it and funnels massive fortunes into lawmakers so they can make a few extra bucks before they kill everyone.

[@kcwidman]

Everyone across the world needs to watch this video and apply it in life.

[@drabberfrog]

Yes

[@gioviskia]

Read "How to lie with Statistics" by Darrell Huff: a masterpiece in this field!

[@sirmeowthelibrarycat]

Giovanni Masseria 😺 Yes, indeed! I used Huff’s book in my Health Promotion degree for the research methodology module and gained a credit score for my assignment.

[@leonid123ful]

One must always be asking themselves "Why axis?" when looking at a graph.

[@gunter6377]

Allies in the Nuremberg trials be like:

[@thatonenicehusky]

@@gunter6377 b r o

[@gamesstroke3296]

Ha ha

[@mathguy37]

also ask axis in an accent

[@nbksrbija1039]

3:34 "President Thumb to congress: Think of it as a new rule of thumb" Wow.

[@khaitranngoc4176]

Level of joke: Ascended

[@cup_check_official]

1:53 tbh i never noticed that anyone can misrepresent a graph like that. Maybe that's why i never got good marks at graph questions

[@thefreakDWN]

Tell Me This that is because altering the time axis on a graph is only done on logarithmic graphs, which are only used on physics usually. a normal graph should NEVER have irregular periods

[@MrCrashDavi]

That's such an awfully made graph it's barely a graph at all, disproportionality between the Y and the X axis is tolerable and sometimes necessary, disproportionality between intervals of the same data with no indication at all is art rather than statistics.

[@sploofmcsterra4786]

Tell Me This The fox news graph not only manipulated the horizontal axis, but the vertical axis as well, by only showing a range from around 6.5 million to 15 million. It also stretches the middle two points out towards the edges despite them being the closest together time wise.

[@sanguisbumb6138]

Tell Me This Fox News used this with unemployment rates in the first 100 days as a way to show republicans as the ones who give jobs. What this doesn't show is that the policies of said president need time to have an affect on unemployment. So what should be instead shown is the unemployment rate at the end of the presidency.

[@novemberninth4392]

Graph literacy is one of the most important skills we need to know. Sadly people are still often fooled by graphs. I also need to train myself to look at graphs more critically

[@HarrisonLuiEKYiss]

At least for the Americas. My math textbooks teaches us on how to read and use graphs correctly. I wonder what their syllabus looks like (cuz I'm in Singapore).

[@L0RDK3Y]

This you TedEd for educating us, it’s an amazing service! 🙌🏽🙏🏽👏🏽 I hope your staff live happy lives!

[@kaisankamal]

This is the best animation on Ted ed when it comes to demonstration. Well done, keep it up!

[@TheScienceBiome]

Ted-eḍ uploads always make my day better! Thanks for that!!!

[@dylanbosley4139]

When lockdown started, my teacher showed me an infographic whose sources were biased, and the pie graph's numbers flat out contradicted what the graph told me

[@ferrawrie]

0:26 I DIED AT THIS PART

[@omransaeed1988]

Ok..?

[@chowcowgamer5834]

He screm

[@uknownada]

Your reaction to that part: 0:26

[@ormitor9653]

Ok cool

[@ImNotRis]

Ok? Nobody asked tho.

[@scasny]

this is a great intoduction to graphs and charts. I watch a 1 hour long video about this - time frames, sample size, population, "hide full information", exclusions atc. The most use methods are mention in this video but they are far more than you think

[@thedude4039]

I never realized graphs can be used this way. Thanks Ted Ed, I’ve learnt something new today.

[@leocelente]

"How to Lie with Statistics" should be mandatory reading these days

[@cycsais1062]

This is a very good, comprehensive way to teach people how to read graphs. If only everyone saw and understood this.

[@tm-vg4yq]

YES A TED-ED VIDEO THAT I UNDERSTAND. THIS MEANS THAT IM SMARTER MY IQ IS FINALLY 2!

[@alihesham8167]

What. What was your past iq

[@tm-vg4yq]

@@alihesham8167 3

[@pedroalonso1359]

@@tm-vg4yq bruh

[@sanianaqvi3372]

@@tm-vg4yq DOES THAT MAKE MY IQ 2 AS WELL?? LET’S HAVE OUR IQS AT 2 TOGETHER!!

[@sunnybowos266]

what z i koo

[@krthecarguy5150]

Imagine actually believing Chevy is that much more reliable then Toyota

[@HarryKaneIsGoated]

Lol

[@cheesebusiness]

Lolol

[@lucaseirfeldt9664]

But the Chevy has half the failures, so you could argue that it’s twice as reliable

[@JayDee-xj9lu]

@@lucaseirfeldt9664 The graph only shows the one day that Chevys were more reliable.

[@sanianaqvi3372]

This is going to turn into a war soon: Chevy vs Toyota.

[@shima_galera]

TED-ED: A toothpaste brand says it will destroy the most plaque. Me: *WHY IS THE TOOTHPASTE ON THE EYES*

[@soupmaster1217]

I keep coming back to watch this every once in a while and I don't know while.

[@Gman240]

I actually saw a graph the other day that distorted the scale like explained in this video, and immediately thought about this video. Thanks TED ED!

[@quantumwillow2734]

Moral of the story: Only marry a graph if the measurements are right to you.

[@ArmyFrog]

3:37 this is the pinnacle of weird Ted Ed animation.

[@kornsuwin]

3:27?

[@anmolsahni9628]

This is probably the best youtube channel I've found till now

[@natec8435]

Great video. Well edited, pertinent examples, good narration, and a relevant point to society. 👍👍

[@crabobserver]

3:27 i need that loop

[@mancheaseskrelpher8419]

This sort of content is what the world needs desperately right now.

[@artema.]

I learned this in math class last year and I think everyone should know, so good job making a video about it

[@noobinator9854]

This is a great video! Now i know how to represent and look at data more accurately with graphs. Was always confused about the scale part

[@LavaCanyon]

For some reason, instead of feeling distrust, I'm always impressed when I hear smart marketing strategies. I guess I'm pretty different.

[@alex73217]

Well, like my maths teacher told us: "never trust a statistic that you haven't manipulated yourself"

[@trelligan42]

Fantastic short coverage of a vital topic. And I love the animation style.

[@shinchan8955]

Best video of Ted Ed out of the many that I have seen so far 🔥

[@QUARTERMASTEREMI6]

And there goes the saying _"numbers don't lie"_ out the window.

[@whwhwhhwhhhwhdldkjdsnsjsks6544]

Numbers don’t lie, but out of context they can easily be made misleading

[@Xaxp]

Tell that to Scott Steiner

[@anuragsingh9847]

Numbers never lied, here you are not getting numbers you are getting a representation of them with a bit of data missing, for eg the Chevy ad never gave you numbers it gave a representation and if you look at that there was nothing wrong with it the scale was indeed 95-100% so the given data was represented perfectly

[@alexandertownsend3291]

Numbers don't lie. People lie using numbers.

[@demonetization6596]

I don't know if it taught in other countries but one of the chapters of my maths class is graph reading and it's about calling out misleading graphs. My favourite class as instead of doing integration and differentiation we look at graphs.

[@yasminh]

whenever the video showed an example of a graph it was like a game to see if i could spot the misleading part before the narrator explained it

[@PersianMapper]

thank you ted-ed for another really great, educational video

[@elypotter2100]

Please could you do a video on Social Anxiety vs. Social Awkwardness? Lots of people don't know the difference and claim they have one when really they have the other.

[@sertaki]

Hopefully assholes will do the same. Hi there, d1p70.

[@schizophrenicenthusiast]

If it weren't for people with social awkwardness or anxiety, then all of society would be spewing their BS small talk about things that no one cares about. It's us who add value to conversations. But I think it's a good thing that natural selection will eventually exterminate our type. It would probably be better for humanity in the big picture. That said, it's not purely genetic. More and more people are developing these anxieties since everyone's becoming reclusive with today's technology. Bottom line, I'm not sure of what I'm talking about, so a Ted-Ed video about this would be nice.

[@epsilon1563]

@@sertaki LOL

[@zoro.7]

@@schizophrenicenthusiast i will spread that genes and i will made my children anxious and proud at the same time

[@schizophrenicenthusiast]

@@zoro.7 Lol just re-read my comment from 3 years ago, how cringe. Godspeed my friend, spread your seed to the far ends of the earth

[@josephjackson1956]

*FINALLY A VIDEO THAT EXPLAINS GRAPHS*

[@HarrisonLuiEKYiss]

Percentages can mislead us too. One example form my Math Textbook: "More than *60%* are unhappy with..." is the title, but when you look at the content, only 3 people were in the poll and 2 said that they are unhappy.

[@susurrus5047]

I love that Ted makes such interesting videos, while they all are only about fives minutes long

[@julietazcarate9829]

When your drama teacher tells you to look at the subtext of EVERYTHING

[@Obi-Wan_Kenobi]

Cyberchase had an episode about this exact topic like 20 years ago.

[@HappyBeezerStudios]

Which is more important than people might think. That was the time when most people didn't have excel at home and could make their own graphs. Like a pre-information for the upcoming age.

[@danielsjohnson]

I remember that episode :)

[@nanigopalsaha2408]

Hello there

[@akindatallmidget6508]

Great to see Ted keeping people informed

[@sniggdhajauhari]

Good. Learnt a significant amount through this video. : In a graph, look at (i) The Labels (ii) The number (iii) The Scale & (iv) The context

[@SolomonUcko]

3:00: in this case, there's no reason to start the graph at 0 C, which isn't even a meaningful zero point. Setting the scale to fit the range of the data would make the graph clearer in this case. Also, the anomaly graph should define what exactly the values mean.

[@BioAbner]

You omitted the theory that all human perception is logarithmic. While yes, we should look at all the data, sometimes scaling a graph differently actually reveals more information by hiding the irrelevant parts. I don't know much about your example car reliability but that extra 1% really is that important. In that way, a graph that shows the full picture might be the one lying by drowning the important data in the irrelevant.

[@akuakkk1908]

Which is why context matter

[@finnthefannibal]

I like the sound effects of this video. They make graphs sound fun.

[@nadie-qm8rq]

this is a really useful video, even more, these times where we find a lot of information and everyone claims to be right

[@kibgg3585]

once again revealing relevant and sensitive subject...good job...radiating knowledge...good job ted ed ☺

[@azlan194]

What about graphs without axis unit. Companies love doing this in their Keynote presentation like Apple. They just show a graph with increase in their product performance without proper labels or unit just to show the trend line is increasing.

[@jayvyas1930]

Falling in love with statistics all.over again. This video is awesome.

[@mandeepsharma485]

Always the best and creative explanations

[@Bildungsromancuddy]

3:28 President Thumb to Congress “Think of it as a new rule of thumb” 😂

[@nicolesahrling9496]

Hmmmm... I wonder who that politician was

[@amaansattar7560]

Nicole Sahrling.

[@gtPacheko]

Not god emperor Trump

[@waysidejokester]

Any of them, it could be any of them.

[@klutz3955]

HMHMMMMMMMMMMMM

[@tjahjobagaaa]

Nicole Sahrling That's just the *thumbnail*

[@Danowl7]

This is the best channel I've ever subscribed to.

[@ankurrai8677]

this one is the best Ted Ed video for me(in terms of getting guided)

[@mojojojo5230]

Labels, Numbers, Scale and context. ....To be remembered.

[@weesalikesmilktea4829]

"I want him to marry the graph." "Okay. And-- okay." "Wait I have some questions--"

[@IsaScience]

I remember in school we were scanging the scale of a graph on paper to make the gradient visible. this was so we could calculate said gradient as accurately as possible because we were using paper and rulers rather than excel or another computer program.

[@russellesby179]

This video helped me in my course. Thanks!

[@frankieg2282]

As a Thumb supporter I am offended by this video.

[@dragonsraaaaaaaaawr]

Who's Thumb?

[@sjwimmel]

I honestly think they Nailed it.

[@yagnikbose8973]

@@sjwimmel I see what you did there 🙃🙃🙃👍👍

[@whwhwhhwhhhwhdldkjdsnsjsks6544]

Samuel Bosch-Bird the thumb president guy

[@sabribeser2268]

KİLL THAT SOCİAL JUSTİCE WARRİOUR

[@reznovvazileski3193]

The same as with the line graphs can be done with bar graphs as well. If the time-gap of two bars are not equal to each other you're supposed to widen the bar while maintaining the area constant to better represent the fact you're using a wider timescale. For example: Over February the population increase was 2% and over March and April together the population increase was 5% (fictive numbers for the purpose of the example). You wouldn't represent March and April together at the 5% mark, but rather at 2.5% and make it twice as wide. This better represents the fact each month would've been closer to the 2.5% average over this given time period, which is a much more realistic representation and shows a far less drastic increase in population growth. I see far too many people do this wrong and failing to represent unevenly spread data properly is a cardinal sin in science.

[@steeledminer616]

Back in elementary school we went over this, and one assignment was we were given a bunch of data for some companies (I think it was sales made), and we had to make a graph to a demand for each company (Company A wanted it to look like a landslide. Company B wanted to look like they were close. etc.)

[@firenzarfrenzy4985]

The most prominent one I know so far Mixing correlation for causation

[@lilapela]

The best ones arw when there are no labels or numbers. Just a line and 2 axes, so it gives you literally no information

[@Nobody-zl3kk]

Literally every prager u video ever in the history of youtube

[@lilapela]

people watching prageru videos be like: I dont know what he's saying but I like the way hes saying it

[@nunocalaim3184]

so, on one hand distorting the y-axis is unacceptable for chevy but acceptable in the temperature case.. and it's because of context... so now it depends on how you pitch the context right? I could imagine chevy arguing that it is exactly in the 95-100 range that is relevant for consumers.

[@alexsiemers7898]

Even a rise of half a degree Celsius can cause big problems on our environment. They said it in the video.

[@nunocalaim3184]

yes, they said it! yes I agree with that statement! this does not change any fact on my comment

[@vaiyt]

Context

[@davidace5864]

Nuno Calaim 3% more Chevy trucks on the roads after a certain time than Nissan trucks makes no difference in actual performance. 2% increase in temperature has a significant practical impact that is observable on a macro scale.

[@kq8960]

This video is so educational and make people give a person a better idea of statistics

[@Michael_H_Nielsen]

This was great visuals and narration :)

[@StephanieDev]

Ted Ed: how to spot a misleading graph PragerU: **sweats nervously**

[@raiorai2]

what do you mean the graph is blue it can't be misleading it's too cute, how dare you insult graph-chan

[@redguitar70]

Also applies to most left wing “evidence” and “data”.

[@brandon-D]

3:36 "Don't be swayed by the lines and curves" - man who recently divorced a gold-digger

[@theobolt250]

Very useful, very important. Thank you.

[@KubkaKawyprzyGrze]

It's good things to be aware of even if not to avoid being manipulated, then to not manipulate others by accident

[@apoorv3158]

3:27 that's how my math teacher teaches

[@unknow210]

thanks Ted-ed, for teaching me about "Cherry Picking" XD

[@J.5.M.]

Yes, yes and yes. This is so important!

[@jaonajackson7579]

I’m always ending up watching these in school. But Ted Ed is better, your able to get your answers.

[@willy-mp5bm]

when a video about misleading graphs uses misleading graphs expressed as the 'honest' graph to compare ot other misleading graphs you've nit the next level.

[@gusmc2220]

2:50 ?

[@Jabberwockybird]

That's what I thought when I saw this video. "We don't like this graph. We like this other one. It supports our agenda better"

[@jimmy_james0007]

@@Jabberwockybird Because outcomes matter. A 1% increase in the lifespan of a motor vehicle has no significant ramifications, but a 1C rise in ocean temperatures has enormous ramifications.

[@twelvecatsinatrenchcoat]

The full scale graph will never just rapidly turn a corner like you want to see. If that left graph looked like a rollercoaster, it would mean humanity is 100% dead and no one is around to look at graphs anymore. Those graphs are showing 352,670,000,000,000,000,000 gallons of water being heated by over 1C, multiple years in a row. It's not something that just rapidly shoots up one year. It takes decades, it takes centuries. It takes something like 569,697,660,000,000,000,000,000 joules of energy to do that every year. That's 1.4 BILLION TIMES more energy than a megaton nuclear bomb, every year. That's how much excess abnormal energy is currently being annually applied to fundamentally changing the climate of our planet. If you think the graph on the left adequately shows that change, you're nuts.

[@MrJHDK]

@@twelvecatsinatrenchcoat What you have just described is not what is illustrated in that graph or in the graphs supplied by NOAA or NASA. A temperature has been chosen arbitrarily as a "norm" and then the anomaly is the difference relative to the arbitrarily chosen norm. It is most certainly not cumulative. This is not a reliable or comprehensive data set. It is solely intended to assist policy makers by providing curated data points. Additionally, the temperature data specifically relates to Sea Surface Temperature Anomalies, not the entirety of all the water in all the oceans.

[@MelanieAnneAhern]

Is that Donald Trump as a thumb.

[@jellybeanium124]

I hope so. Because that would be HiLaRiOuS

[@anthonyfish8236]

I think so I'll bet anything the inside joke is because Trump tweets so much, they decided to give him the appearance of a thumb as a result

[@TheEventHorizon909]

Melanie Anne Ahern yep

[@emmaoverton6910]

that would be great

[@erezrotem9241]

I give this comment a thumb up

[@arschtatoo401]

this is genuinely helpful, thanks

[@PC-xd8th]

finally. An unbiased explanation of anything.

[@MrBlues113]

Graphics team: What should we use as a politician? Boss: Do something that looks enough like Trump to suspect, but not enough to be accused.

[@ronytheronin7439]

Gabriel Concha If you see a giant toe and think of Trump, maybe the problem is not with the graphics team...

[@forGodandCountry7]

Like how they used a fox news graph and a global warming topic as well? Slight bias.

[@weareallbornmad410]

@@forGodandCountry7 Fox news and global warming are low-hanging fruit. You know you will easily find misleading graphs in both.

[@marekwygnany924]

Are we talking about the "drinking bleach shelters you from covid" guy?

[@pineapplevlogs1267]

The one at the beginning seems to be a democrat. Before I saw the post date I thought it was Biden.

[@misterkade2902]

Thumbnail in the thumbnail

[@guciolini123]

That is, if there is any data behind the graph. My older college one's head 1 h to make presentation on "heart trouble in elderly patients". He used paintbrush to draw same graphs and shout out some latin sentences during presentation. It worked.

[@ettzcah4610]

I learned this in school but forgot it, thanks for reminding me!