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How Charts Lie: Getting Smarter about Visual Information
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A leading data visualization expert explores the negative―and positive―influences that charts have on our perception of truth.
Today, public conversations are increasingly driven by numbers. While charts, infographics, and diagrams can make us smarter, they can also deceive―intentionally or unintentionally. To be informed citizens, we must all be able to decode and use the visual information that politicians, journalists, and even our employers present us with each day. Demystifying an essential new literacy for our data-driven world, How Charts Lie examines contemporary examples ranging from election result infographics to global GDP maps and box office record charts, as well as an updated afterword on the graphics of the COVID-19 pandemic.
175 illustrations- ISBN-100393358429
- ISBN-13978-0393358421
- PublisherW. W. Norton & Company
- Publication date
2020
October 13
- Language
EN
English
- Dimensions
5.5 x 0.7 x 8.3
inches
- Length
256
Pages
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Editorial Reviews
Review
― Cathy O’Neil, best-selling author of Weapons of Math Destruction
"[Cairo’s] book could not be more timely."
― Economist
"This book offers a succinct, elegant, accessible look at the ways data can be represented or misrepresented and is a perfect primer for anyone who cares about the difference."
― Charles Wheelan, author of Naked Statistics
"At a time of widespread concern over disinformation in the media, Cairo provides a valuable corrective to the acceptance of numbers, and their visual representation, as having objective truth."
― Publishers Weekly (starred review)
"As this entertaining addition demonstrates, the ‘how to lie with statistics’ genre is alive and well.… An ingenious tool for detecting flaws in charts, which nowadays seem mostly deliberate."
― Kirkus Reviews
"A powerful reference that advises consumers how to better interpret the data being represented in graphic form."
― Midwest Book Review
"I wish we lived in a world where you didn’t need to read Alberto Cairo’s How Charts Lie, a robust guide to self-defense against graphs and figures designed to mislead. But here we are, and yes, you do."
― Jordan Ellenberg, author of How Not to Be Wrong
"Alberto Cairo has written a wise, witty, and utterly beautiful book. You couldn’t hope for a better teacher to improve your graphical literacy."
― Tim Harford, author of The Undercover Economist and presenter of More or Less
"Alberto Cairo shares great examples of data visualization and storytelling for anyone who wants to dig into their data."
― Dona Wong, author of The Wall Street Journal Guide to Information Graphics
"A picture may be worth a thousand words, but only if you know how to read it. In this book, Alberto Cairo teaches us how to get smarter about visual information by reading charts with attention and care. I found a lot to steal here, and you will, too."
― Austin Kleon, author of Steal Like an Artist
About the Author
Product details
- Publisher : W. W. Norton & Company (October 13, 2020)
- Language : English
- Paperback : 256 pages
- ISBN-10 : 0393358429
- ISBN-13 : 978-0393358421
- Item Weight : 10.5 ounces
- Dimensions : 5.5 x 0.7 x 8.3 inches
- Best Sellers Rank: #454,548 in Books (See Top 100 in Books)
- #239 in Statistics (Books)
- #383 in Probability & Statistics (Books)
- #956 in Communication & Media Studies
- Customer Reviews:
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About the author

Alberto Cairo is the Knight Chair in Visual Journalism at the University of Miami (UM), and director of the visualization program of UM's Center for Computational Science. He teaches courses on visualization and infographics for effective communication. He also works as an independent data visualization consultant for companies such as Google and Microsoft.
Cairo's latest book is “How Charts Lie: Getting Smarter about Visual Information", published by W.W. Norton in October 2019. Previously he wrote “The Functional Art: an Introduction to Information Graphics and Visualization” (Peachpit Press, 2012), and “The Truthful Art: Data, Charts, and Maps for Communication” (Peachpit Press, 2016)
Cairo has taught in more than 30 countries in the past 20 years, and has extensive experience as a manager of visualization and infographics teams in news organizations in Spain, Brazil, and the United States.
Cairo's website is www.albertocairo.com and his Twitter handle is @albertocairo
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Top reviews
Top reviews from the United States
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The book is filled with important and practical advice on how to read and interpret charts and graphs. Not only does it cover the techniques that disingenuous chart makers can use to deceive, but also the mistakes and misinterpretations that even well-educated folks make when reading charts. In the era of mis- and disinformation, when data is quickly becoming a lingua franca, this book is more important than ever, and should be considered required reading for high school students (and adults!) the world over. But while the book is certainly aimed at the layperson, there's valuable information even for seasoned dataviz practitioners. I had an education in science and mathematics, and now I work full time as a researcher/data analyst/dataviz expert and I still found the book quite useful as a summary of common numerical and graphical misconceptions. I learned new information, and I found the book an excellent refresher.
TLDR - A top notch book for anyone wanting to be a more informed person. Buy this book, you'll be glad you did.
Reading through the table of contents you can see that he covers all the key points - how charts work, poorly designed charts, dubious data, insufficient data, uncertainty, and misleading patterns.
Get this book. You won't regret it.
I also highly recommend Alberto Cairo's other books - The Truthful Art and The Functional Art. I've always been a proponent of good data visualization, but it was the Truthful Art book that turned me into a data viz evangelist!
The rest of the book is broken down into different ways that charts can lie—either intentionally or not—leaving the reader with the ultimate takeaway to be skeptical of everything. The more successful examples are the ones—like the presidential voting maps—that show the same data presented in different ways.
While any data viz pro will recognize a lot of expected topics, there is still some very good in depth coverage of Y-axes, scales, shading, data defining, and omission of data. All covered with accessible and understandable examples—some we’ve seen before and many we haven’t.
As always with the author, the book is thoroughly researched and well-notated with an excellent bibliography.
If there is a criticism, it might be in the production values of the book. Unlike Cairo’s previous works printed in full, glossy color, this is a 2-color production that forces you to focus more on the words really than the charts. Add to this the smaller form factor, and some of the charts printed all in shades of red and black can be a little hard to read at times. Ultimately the mood feels more academic than previous books, but that’s not necessarily a bad thing.
Definitely worth adding to the bookshelf!
Top reviews from other countries
The book is different than I thought. I read the Function Art and was expecting something similar. It kind of is, but then again it is different. The Functional Art felt like it aimed at people trying to understand why a chart was good. This one feels like it tries to help people understand why a chart is bad. My impression is that this will be the more influential book.
The chapters focus on reasons why a chart is bad. At the end of the book you will be able to spot all kinds of bad plots. Furthermore you will have the background to know why they are bad. You may even be able to point out if the creator made bad designed choices or may be trying to mislead.
Like the last time I closed one of Albertos' book I had two sentiments:
- the book could have been longer, more dense, and more in depth
- it was the right book because it helped me get closer to the deep end. And I am excited to dive deeper.
So. Read the book. If not to show off in front of people that didn't then for your own good. Nobody wants to hear that a pie chart got the better of them. ;-)
Not least now, during the corona crisis where graphs and data are rife, it's important to know how to ask the relevant questions and make sure you understand what is actually there. Well worth a read!
Why only 3 stars? Mainly, as I'm not sure who it's aimed at. It's too long for school children, not engaging enough for general readers and too insubstantial for professionals. Secondly, it feels like a book which has been designed by a quick Mind Map which had the six main points padded out to 250 pages of chatty prose. It also has annoying lapses from poor proofreading.
If you have a serious interest in expressing data this will be a very disappointing book.













