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Beautiful Evidence

Beautiful EvidenceAuthor: Edward R. Tufte
Publisher: Graphics Press

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Rating: 3.5 out of 5 stars 45 reviews
Sales Rank: 5021

Languages: English (Original Language), English (Unknown), English (Published)
Media: Hardcover
Edition: First Edition
Pages: 213
Number Of Items: 1
Shipping Weight (lbs): 2.5
Dimensions (in): 10.5 x 8.8 x 1

ISBN: 0961392177
Dewey Decimal Number: 302.23
EAN: 9780961392178
ASIN: 0961392177

Publication Date: July 2006
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Customer Reviews:
Showing reviews 41-45 of 45
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2 out of 5 stars A disappointment   July 19, 2006
dan farmer (san francisco, USA)
523 out of 542 found this review helpful

I finished tufte last night... what a disaster, or perhaps sunk with high expectations.

I'm a huge fan of dr. tufte's very influential writing on information visualization - as far as I know he's done the best work in the field. But this book - while simply physically and visually stunning - is a real disappointment.

In this work I read about 20% insight, 40% recycled material and preaching to what is probably the choir (this includes an overly repetitious chapter-long discussion of minard's lovely march to moscow graphic & his previously available power point piece), and 40% filler & drek. I don't find his comments on art, writing styles, baseball, and the like to be terribly compelling, and are certainly done better in many other works - and indeed, his thoughts on these ended up as being pretty grating and condescending, if not just wrong.

And that the book ends with several pages of photos (a few of really poor quality, I might add) his own outdoor artwork (which are of passable quality, but what the *bleep* does this have to do with evidence as defined at the front of the book?) only throws salt on the wounds.

This thing is maddeningly inconsistent. I wish I could simply dismiss the work, but it's full of beauty and joy as well as the bad. Sparklines are fun, but could be improved on. Words + images combined inline, some great stuff there. But while some of the really lovely things, like the translations of galileo, are wonderful and exciting to any science-loving person, they really are pretty pointless to the conversation at hand. He has gone straight down since his first major book - a 5+ star effort, the 2nd, 4.5-5 stars, 3rd, 3 stars, and this is about a 2 star one (2.5+ if you haven't read the others.)

If he'd stop believing his sycophants and stop taking himself so seriously in his quest to convince the reader that he's a high priest on a moral crusade it'd be wonderful. He really does try to convince the reader that this topic is of high moral concern - not just sometimes, but in general. I don't buy it.

And you shouldn't buy this if you haven't read his other works (although if you haven't I'll admit you'll probably like this, you just don't know any better ;-)). Read the staggeringly good "The Visual Display of Quantitative Information" or the wonderful "Envisioning Information". And if you must read this, soak up the good points, and try not to grind your teeth with the rest.



5 out of 5 stars Is there something new? Absolutely.   July 18, 2006
Zen Faulkes (Edinburg, TX United States)
66 out of 71 found this review helpful

Edward Tufte's three previous books -- The Visual Display of Quantitative Information, Envisioning Information, and Visual Explantions -- were good purchases. They're the sort of book that I go back to again and again, sometimes just browsing through just to get a little inspiration.

Consequently, I looked forward to receiving Tufte's fourth major book on information design, Beautiful Evidence. There was something different about reading this book compared to the others, though. Tufte has posted several sections on his discussion board well in advance to get feedback on the ideas. I was one of the many "Kindly Contributors," as Tufte calls them, on those chapters, particularly one on phylogenetic trees. Further, one chapter had already been printed as a little booklet on PowerPoint. It so successful that it went to two editions.

Furthermore, a cursory glance reveals many examples that Tufte has already talked about at some length in his earlier three books. There's the works of Galileo. There is a whole chapter about Minard's chart of Napolean's march towards Moscow, which Tufte pretty much single-handedly made famous in The Visual Display of Quantitative Information, in which he said it might be the best statistical graph ever. High praise from a demanding taskmaster!

Given that a good chunk of the book was already familiar to me, was there anything new to be learned? Absolutely.

The first chapter concerns annotating pictures, which Tufte calls "mapped images." Right away, two of the books themes emerge. First, the importance of integration of different types of data. Here, pictures are the focus with the words providing supplemental information. Second, a concern is raised about dubious evidence, with the work of Ernst Mössel. Mössel tried to create a universal description of art, but ended up with a system that was so all encompassing that it could not be shown to be wrong.

The second chapter continues on the theme of integrating information in Tufte's concept of sparklines. Sparklines are little mini graphs that are meant to be fully incorporated into text. A few people are experimenting with these, and there are a few sparkline plug-ins for word processors that can be found on the web. It will be interesting to see if any high end technical journal will consider using these routinely.

The next chapter concerns using lines to link together. Tufte argues that most lines are underutilized, and could contain much more information and be much more useful than they usually are.

The fourth chapter is, to my mind, the heart of the book: "Words, numbers, images -- together." That statement is simple, but the many excellent examples make this a deep exploration of the idea. A chapter section on Galileo's work is wonderful. Every scientist knows Galileo's contributions, but seeing them through Tufte's words and pictures gave me a much deeper appreciation of the impact Galileo had. Tufte credits Galileo with a "forever idea," which, in a word, might be "empiricism." More to the theme of the book, however, Tufte uses Galileo's work to show how his arguments were enhanced by an integration of word and image. Again, this is an idea that Tufte has talked about before, that good displays put many comparisons in "eyespan," but the point is pushed farther in this book than before.

Similarly, the fifth chapter on Minard's chart is worth Tufte's revisit, as he uses it to exemplify powerful general principles we can learn about how to make "intense" displays that generate credible, powerful evidence. One simple example lesson from this chapter: sign your work. Credibility is enhanced by accountability.

Bad evidence, which had been introduced in the beginning, returns in force in the next two chapters, the second of which contains Tufte's already famous indictment of PowerPoint. Making a graph, Tufte argues, is an ethical act. Again, this is not a new idea for Tufte, since he introduced the "lie factor" in his first book. What is new is his argument that consuming such information is also an ethical act. Too often, we are lazy and don't hold liars accountable. These are powerful and important messages in an age of spin and truthiness. As I've said before, a lie left unchallenged gains the perception of truth.

The book's last chapter, on pedastals for sculptures, is the weakest and could have been omitted. It is disconnected from the rest of the book. The book, after all, is supposed to be about evidence. Nobody that I know of has ever claimed that scultural pedastals were ever intended or perceived to be evidence. Instead, the chapter showcases one of Tufte's other interests, outdoor abstract scultures. Still, Tufte's passion and thoughtfulness still shines, so much so that this deviant chapter is almost forgivable. Almost.

Similarly, I am puzzled by the choice of dust cover, which shows a series of pictures of one of Tufte's dogs leaping into a lake. Beautiful they may be, but are they evidence? If so, of what?

And I'll put out just one more thing that annoyed me in the text. In a few points, Tufte suggests that we ask ourselves, "What would Richard Feynman think?" I find this just as annoying as, "What would Jesus do?" I have no way of knowing how bright (Feynman) and profound (Jesus) people will respond to new and novel situations. Isn't this one of the reasons we find these people to be bright or profound? It's more useful to invoke their principles than trying to use imprecise empathy to figure out what to do. Particularly when I ask, "What have I done?" and see that I've approached the same problems in several different ways, often with equal success. In other words, when I see a bad graph, I think it's more useful to think of one of the many simple but deep ideas presented in Beautiful Evidence ("Show comparisons, contrasts, differences") instead of asking, "How would Tufte redesign this graph?" I could only really answer the latter question if I have buckets of money to try to hire Tufte as a consultant.

Finally, I am left wondering about cases where the evidence may be highly credible -- but is not beautiful. While working on this review, I was reading a scientific paper (Pellmyr, Olle & Leebens-Mack, James. 1999. Forty million years of mutualism: Evidence for Eocene origin of the yucca-yucca moth association. Proceedings of the National Academy of Sciences of the United States of America 96: 9178-9183). The evidence is highly credible and believable, but I daresay that it is not beautiful. The argumentation is precise, but deadening. Tufte talks about ways that flawed evidence may be concealed (second hand repackaging: e.g., textbooks presenting summaries of technical papers that very few have read). But papers like this raise another way that flawed evidence might hide that Tufte does not discuss: "If it's incomprehensible, it must be brilliant." People have become accustomed to research using techniques that are so new, few people understand them. Unintelligibility itself becomes an indication of credibility. That's bad. I think there's more to be said here, but perhaps that will be Tufte's book five, since the introduction promises he has more to say on the subject.

This book is, of course, going to be widely read and highly praised. But I don't think it will it be read enough. It is frustrating to read something like this advocating ethical scholarship and standards for evidence when there are new books that flat out lie about science. And when you can lie about science -- that part of human endeavor that Galileo transformed with his forever idea that it was all about evidence -- you can lie about anything.

To do your bit to kill truthiness, you could do much worse than following the principles in Beautiful Evidence.



5 out of 5 stars Perhaps the best of a superb series   July 3, 2006
A. J. Cornish Bowden (Marseilles, France)
91 out of 99 found this review helpful

This is the fourth of Edward Tufte's books on the graphical display of information, and one might fear that he might be stretching the point too far and running out of ideas. One would be wrong, however, because this is a wonderful book, and is possibly the best of the four. It is a must-have, must-read, must-understand, must-apply sort of book. No one who is seriously interested in preparing illustrations for conveying information can afford to be unfamiliar with Tufte's ideas.

Inevitably there is some overlap with the earlier books, but this is deliberate policy, not carelessness. As Tufte makes clear, it is better to repeat information than to expect readers to hunt for it somewhere else. Many potentially useful books have been rendered much more difficult to use than they ought to be, at worst by gathering together the artwork in one place, far away from the text that it relates to, or, slightly less bad, by failing to ensure that it appears on the same double-page spread as its accompanying text. Tufte doesn't even believe in referring to tables and figures by numbers, because he considers that any illustration can just be introduced with "here" or "in this example", etc., if it is properly placed. This is what he practises himself, but the technical demands of commercial publishers will make it difficult advice to follow, unfortunately. However, with modern computer-based publishing it ought to become easy in the future if enough pressure is put on publishers. If Galileo could integrate all of his diagrams into his text, why can we not do that now, with far more technical aids at our disposal than were available to him?

The main new idea that appears in Beautiful Evidence is the description of sparklines: small, data-intense, word-like graphics -- word-like in the sense that a sparkline can appear right in the middle of a sentence, but can contain the equivalent of hundreds of numbers. Sparklines are ideal for conveying time series, such as a series of blood-glucose measurements for a diabetes patient. With suitable shading they can indicately instantly whether the measurements fall within the normal ranges.

Tufte's short pamphlet about the presentation software PowerPoint, previously available as a separate publication, now appears as a chapter in Beautiful Evidence. His main points are that PowerPoint slides are typically so low in information-content that they insult the audiences they are directed towards, and that bulleted lists of slogans are just a pretence at supplying real arguments.

Charles Joseph Minard's map of Napoleon's invasion of Russia already played a prominent role in the first book in the series, The Visual Display of Quantitative Information, and it reappears here, with a whole chapter devoted to analysing it. This is space well used, because to emulate Minard it is essential to go beyond a casual appreciation of his work as excellent; it demands a careful analysis of what it is that makes it excellent.



5 out of 5 stars Another great book in the series   June 30, 2006
Nihal Mehta (Plano, TX United States)
19 out of 24 found this review helpful

This book is again an excellent production and is a must-have. The thing that amazes me is how a change in one's perspective of representing data can suddenly give life to a string of numbers. for example, in an excellent chapter on highlighting how PowerPoint can be misused, most people use artificial ways to make their data more interesting. however, Tufte's continually exhorts us, and shows us, how to use the data itself to uncover the mystery that lies therein - ultimately a much more powerful way to present evidence.
It's hard to find a flaw in a book such as this. But, if I were forced to, then my response would be that there are just a tad too many examples of "how not to represent data."



5 out of 5 stars A great guide for what to do with high-resolution display devices   June 28, 2006
Philip Greenspun (Cambridge, MA USA)
168 out of 186 found this review helpful

Out of all of the great ideas that are in this book, I am going to concentrate on the ones that relate to "what can be done with high-resolution display devices," such as 1200 dpi printers. An increasing amount of contemporary design is done for low-resolution displays, such as television and computer monitors. If we get a 1200 dpi version of one of these designs, as is easily possible with an inexpensive laser printer, we are not getting much benefit from that increased resolution. A lot of the ideas in Beautiful Evidence can be used today with Web scripts that generate PDF files to be printed. The rest of the ideas will be waiting for designers 20 years from now when computer monitors finally catch up to paper.

dea 1: Sparklines (there are examples on the author's Web site). Tufte points out that nothing stops the modern printer from including small graphs right in-line with text or tables and that these graphs make comparisons much easier. Baseball fans will enjoy Tufte's depiction of a baseball season, first for one team and then for all teams. Tufte argues convincingly that showing history in a "sparkline" reduces "recency bias, the persistent and widespread over-weighting of recent events in making decisions."

Idea 2: Forcing people to write English sentences instead of PowerPoint bullets results in a lot more clarity, especially with respect to causality.

Idea 3: If you're running a business, figure out how to pack a huge amount of information, including sparklines, onto a single 11×17″ sheet of paper and print it out on a laserprinter, then give it to decision makers. With that one sheet of paper, they will have as much information as 15 computer screenfuls or 300 PowerPoint slides.

A thought-provoking book that will reward repeat scrutiny.


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