Information Design & Data Visualization
No more LittleDataGraphics
Small data sets should be shown directly...LittleDataGraphics (pie charts, bar charts) translate and encode data into areas and colors. Viewers must then mentally translate codes back into numbers. These codes are unique to the local sets of data graphics, and do not repay learning. Instead, just directly show numbers as numbers. No more LittleDataGraphics. Data visualizations are at their best when there is so much data that the only way to see it...is to see it.
The Visual Information Seeking Mantra
There are many visual design guidelines but the basic principle might be summarized as the Visual Information Seeking Mantra:
Overview first, zoom and filter, then details-on-demand
Overview first, zoom and filter, then details-on-demand
Overview first, zoom and filter, then details-on-demand
Overview first, zoom and filter, then details-on-demand
Overview first, zoom and filter, then details-on-demand
Overview first, zoom and filter, then details-on-demand
Overview first, zoom and filter, then details-on-demand
Overview first, zoom and filter, then details-on-demand
Overview first, zoom and filter, then details-on-demand
Overview first, zoom and filter, then details-on-demandEach line represents one project in which I found myself rediscovering this principle and therefore wrote it down it as a reminder. It proved to be only a starting point in trying to characterize the multiple information visualization innovations occurring at university, government, and industry research labs.
Envisioning Information
A Book by Edward TufteBeautiful Evidence
A Book by Edward TufteThe Visual Display of Quantitative Information
A Book by Edward TufteThe Elements of Graphing Data
A Book by William S. ClevelandVision Science
A Book by Stephen E. PalmerVisual Explanations
A Book by Edward TufteVisualizing Algorithms
An Article by Mike BostockInformation Visualization: Perception for Design
A Book by Colin WareThe Eyes Have It
A Research Paper by Ben ShneidermanVisualizing Data
A Book by William S. ClevelandExploratory Data Analysis
A Book by John TukeyPlus Equals #4
An Article by Rob WeychertOne of the seeds for Plus Equals was planted a few years ago with Incomplete Open Cubes Revisited, my extension of a Sol LeWitt work. I learned a lot about isometric projection from that project, but my affection for the concept didn’t begin there. Whether I’m looking at a Chris Ware illustration or an exploded-view technical drawing of a complex machine, an isometric rendering always stirs something in me.
In search of visual texture
An Article by Rachel PruddenI’m now more inclined to attribute Looseleaf’s power to its visual texture than to some cognitive media-style abstraction. And the visual texture owes more to the beauty (yes, beauty!) of the original pdfs from the Vasulka Archive. Perhaps the demo is best understood not as a prototype generic tool, but as a specific curated experience in its own right, with form and content claiming equal importance in its overall success.
Even so, I think there are some general lessons that can be drawn from this demo:
- Content is not inert
- Visual texture lets content breathe
- Visual texture lets the eye wander without losing itself
Chartwell
A FontThis set of tools for easily creating graphs is conveniently disguised as a set of fonts. OpenType features are used to interpret and visualize the data. The data remains as editable text, allowing for painless updates.
Windy
A WebsiteBetter colormaps?
An Article by Mark LibermanA modest sample of alternative ways of coloring the same type of 2-D density plots of rates of F0 change and amplitude change.
ImageQuilts
A Tool by Edward Tuftepress.stripe.com
A WebsiteStripe partners with millions of the world’s most innovative businesses. These businesses are the result of many different inputs. Perhaps the most important ingredient is “ideas.”
Stripe Press highlights ideas that we think can be broadly useful. Some books contain entirely new material, some are collections of existing work reimagined, and others are republications of previous works that have remained relevant over time or have renewed relevance today.
Between the Words
An Artwork by Nicholas RougeuxMoby Dick.
Between the Words is an exploration of visual rhythm of punctuation in well-known literary works. All letters, numbers, spaces, and line breaks were removed from entire texts of classic stories...leaving only the punctuation in one continuous line of symbols in the order they appear in texts. The remaining punctuation was arranged in a spiral starting at the top center with markings for each chapter and classic illustrations at the center.
SeriesHeat
A Website by Jim VallandinghamSearch for a TV Series to see a heatmap of average IMDb ratings for each episode.
Time-based analytics
An Article by Ryan SingerAnalytics apps don't tell you much about usage behavior. You might be able to see how many users performed an event, or how many times they did it. But none of the analytics packages out there are good at showing you how often people do things. Are they using to-dos once a week? Every day? Only signing into the app once a month but happily paying for years?
Time matters. You can't understand usage without time.
Cameras and lenses
An Article by Bartosz CiechanowskiPictures have always been a meaningful part of the human experience. From the first cave drawings, to sketches and paintings, to modern photography, we’ve mastered the art of recording what we see.
Cameras and the lenses inside them may seem a little mystifying. In this blog post I’d like to explain not only how they work, but also how adjusting a few tunable parameters can produce fairly different results.
The Subtleties of Color
A Series by Robert SimmonThe use of color to display data is a solved problem, right? Just pick a palette from a drop-down menu (probably either a grayscale ramp or a rainbow), set start and end points, press “apply,” and you’re done. Although we all know it’s not that simple, that’s often how colors are chosen in the real world. As a result, many visualizations fail to represent the underlying data as well as they could.
tixy.land
A Websitesin(t * x) * cos(t * y)
Creative code golfing.
Zipdecode
A Website by Ben FryA Library Demand List
A Website by Robin SloanThis visualization takes the current New York Times Best Sellers list for combined print and e-book fiction and scales each title according to the demand for its e-book edition at a collection of U.S. public libraries, selected for their size and geographic diversity.
MIT Student Hub
An Article by Alex HogrefeThe project is located on the MIT Campus and will be a “Student Hub” containing restaurants, large event spaces, and smaller study spaces.
V-RESAS
An ApplicationAll in & with the flow
An Article by Buster BensonInfoCrystal
A Research PaperThis paper introduces a novel representation, called the InfoCrystal, that can be used as a visualization tool as well as a visual query language to help users search for information. The InfoCrystal visualizes all the possible relationships among N concepts.
Readings in Information Visualization: Using Vision to Think
A Book by Ben Shneiderman
Contrasting Concepts of Harmony in Architecture
The realm of feeling
Alexander: If you say: "Well, look, you're a feeling type, and I'm a thinking type, so let's not discuss that because we are always going to be on different sides", then it removes from this discussion what I feel to be the absolute heart and soul of the matter when it comes to buildings. Now I don't want to deny at all what you are saying about personalities. But I really cannot conceive of a properly formed attitude towards buildings, as an artist or a builder, or in any way, if it doesn't ultimately confront the fact that buildings work in the realm of feeling.
Panic
Alexander: It never occurred to me that someone could so explicitly reject the core experience of something like Chartres. It's very interesting to have this conversation. If this weren't a public situation, I'd be tempted to get into this on a psychiatric level. I'm actually quite serious about this. What I'm saying is that I understand how one could be very panicked by these kinds of feelings. Actually, it's been my impression that a large part of the history of modern architecture has been a kind of panicked withdrawal from these kinds of feelings, which have governed the formation of buildings over the last 2000 years or so.
Why that panicked withdrawal occurred, I'm still trying to find out. It's not clear to me. But I've never heard somebody say, until a few moments ago, someone say explicitly: "Yes, I find that stuff freaky. I don't like to deal with feelings. I like to deal with ideas.”
The pitched roof
Eisenman: I would argue that the pitched roof is – as Gaston Bachelard points out – one of the essential characteristics of "houseness". It was the extension of the vertebrate structure which sheltered and enclosed man. Michel Foucault has said that when man began to study man in the 19th century, there was a displacement of man from the center. The representation of the fact that man was no longer the center of the world, no longer the arbiter, and, therefore, no longer controlling artifacts, was reflected in a change from the vertebrate-center type of structure to the center-as-void.
The trick of little machines
Alexander: Up until about 1600, most of the world views that existed in different cultures did see man and the universe as more or less intertwined and inseparable ... either through the medium of what they called God or in some other way. But all that was understood. The particular intellectual game that led us to discover all the wonders of science forced us to abandon temporarily that idea. In other words, in order to do physics, to do biology, we were actually taught to pretend that things were like little machines because only then could you tinker with them and find out what makes them tick. That's all fine. It was a tremendous endeavor, and it paid off.
But it may have been factually wrong. That is, the constitution of the universe may be such that the human self and the substance that things made out of, the spatial matter or whatever you call it, are much more inextricably related than we realized. Now, I am not talking about some kind of aboriginal primitivism. I am saying that it may actually be a matter of fact that those things are more related than we realize. And that we have been trained to play a trick on ourselves for the last 300 years in order to discover certain things. Now, if that's true – there are plenty of people in the world who are beginning to say it is, by the way, certainly in physics and other related subjects – then my own contribution to that line of thought has to do with these structures of sameness that I have been talking about.
In other words, the order I was sketching out last night is ultimately, fundamentally an order produced by centers or wholes which are reinforcing each other and creating each other. Now, if all of that is so, then the pitched roof would simply come about as a consequence of all that – not as an antecedent. It would turn out that, in circumstances where one is putting a roof on a building, in the absence of other very strong forces that are forcing you to do something different, that is the most natural and simple roof to do. And, therefore, that kind of order would tend to reappear – of course, in a completely different, modern technological style – simply because that is the nature of order, not because of a romantic harkening back to past years.
Merely a building
Eisenman: Le Corbusier once defined architecture as having to do with a window which is either too large or too small, but never the right size. Once it was the right size it was no longer functioning. When it is the right size, that building is merely a building. The only way in the presence of architecture that is that feeling, that need for something other, when the window was either too large or too small.
Fucking up the world
City Hall by Rafael Moneo, Logroño, La Rioja, Spain.
Alexander : At least my experience tells me, that when a group of different people set out to try and find out what is harmonious, what feels most comfortable in such and such a situation, their opinions about it will tend to converge, if they are mocking up full-scale, real stuff. Of course, if they're making sketches or throwing out ideas, they won't agree. But if you start making the real thing, one tends to reach agreement. My only concern is to produce that kind of harmony.
The thing that strikes me about your friend's building – if I understood you correctly – is that somehow in some intentional way it is not harmonious. That is, Moneo intentionally wants to produce an effect of disharmony. Maybe even of incongruity.
Eisenman: That is correct.
Eisenman: I find that incomprehensible. I find it very irresponsible. I find it nutty. I feel sorry for the man. I also feel incredibly angry because he is fucking up the world.
A good table
Eisenman: Tolstoy wrote about the man who had so many modern conveniences in Russia that when he was adjusting the chair and the furniture, etc., that he was so comfortable and so nice and so pleasant that he didn't know – he lost all control of his physical and mental reality. There was nothing. What I'm suggesting is that if we make people so comfortable in these nice little structures of yours, that we might lull them into thinking that everything's all right, Jack, which it isn't. And so the role of art or architecture might be just to remind people that everything wasn't all right.
Alexander: I can't, as a maker of things, I just can't understand it. I do not have a concept of things in which I can even talk about making something in the frame of mind you are describing. I mean, to take a simple example, when I make a table I say to myself: "All right, I'm going to make a table, and I'm going to try to make a good table." And of course, then from there on I go to the ultimate resources I have and what I know, how well I can make it. But for me to then introduce some kind of little edge, which starts trying to be a literary comment, and then somehow the table is supposed to be at the same time a good table, but it also is supposed to be I don't know what; a comment on nuclear warfare, making a little joke, doing various other things... I'm practically naive; it doesn't make sense to me.