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
The Architecture of Happiness
A few millimeters apart
Aesthetes force us to consider whether happiness may not sometimes turn on the presence or absence of a fingerprint, whether in certain situations beauty and ugliness may not lie only a few millimeters apart, whether a single mark might not wreck a wall or an errant brush stroke undo a landscape painting.
Tragic colors
Life may have to show itself to us in some of its authentically tragic colors before we can begin to grow properly visually responsive to its subtler offerings.
Classical absurdity
Corbusier observed that the requirements of flight of necessity rid airplanes of all superfluous decoration and so unwittingly transformed them into successful pieces of architecture. To place a Classical statue atop a house was as absurd as to add one to a plane, he noted, but at least by crashing in response to this addition, the plane had the advantage of rendering its absurdity starkly manifest.
Ideas of a good life
In essence, what works of design and architecture talk to us about is the kind of life that would most appropriately unfold within and around them. They tell us of certain moods that they seek to encourage and sustain in their inhabitants. While keeping us warm and helping us in mechanical ways, they simultaneously hold out an invitation for us to be specific sorts of people. They speak of visions of happiness.
To describe a building as beautiful therefore suggests more than a mere aesthetic fondness; it implies an attraction to the particular way of life this structure is promoting through its roof, door handles, window frames, staircase, and furnishings. A feeling of beauty is a sign that we have come upon a material articulation of certain of our ideas of a good life.
The people we love
The objects we describe as beautiful are versions of the people we love.
The search for happiness
If the search for happiness is the underlying quest of our lives, it seems only natural that it should simultaneously be the essential theme to which beauty alludes.
An equivalence
In both early Christianity and Islam, theologians made a claim about architecture likely to sound so peculiar to modern ears as to be worth of sustained examination: they proposed that beautiful buildings had the power to improve us morally and spiritually. They believed that, rather than corrupting us, rather than being an idle indulgence for the decadent, exquisite surroundings could edge us towards perfection. A beautiful building could reinforce our resolve to be good.
Behind this distinctive claim lay another astonishing belief: that of an equivalence between the visual and ethical realms.
Inwardly to resemble
What we want, at the deepest level, is inwardly to resemble, rather than physically to possess, the objects and places that touch us through their beauty.
We can conclude from this that we are drawn to call something beautiful whenever we detect that it contains in a concentrated form those qualities which we personally, or our societies more generally, are deficient.
The gathering darkness of a Sunday evening
Our jobs make relentless calls on a narrow band of our faculties, reducing our chances of achieving rounded personalities and leaving us to suspect (often in the gathering darkness of a Sunday evening) that much of who we are, or could be, has gone unexplored.
What we don't like
A grasp of the psychological mechanism behind taste may not change our sense of what we find beautiful, but it can prevent us from reacting to what we don’t like with simple disbelief.
Our understanding of the psychology of taste can in turn help us to escape from the two great dogmas of aesthetics: the view that there is only one acceptable visual style or (even more implausibly) that all styles are equally valid.
Over-imagination
An architect intent on being different may in the end prove as troubling as an over-imaginative pilot or doctor. However important originality may be in some fields, restraint and adherence to procedure emerge as the more significant virtues in a great many others.
We rarely wish to be surprised by novelty as we round street corners. We require consistency in our buildings, for we are ourselves frequently close to disorientation and frenzy.
The extremes of order and complexity
Such works emphasize the truth of the ancient maxim that beauty lies between the extremes of order and complexity.
It follows that the balance we approve of in architecture, and which we anoint with the word ‘beautiful’, alludes to a state that, on a psychological level, we can describe as mental health or happiness. Like buildings, we, too, contain opposites which can be more or less successfully handled.
Beauty and strength
Yet the bridge testifies to how closely a certain kind of beauty is bound up with our admiration for strength, for man-made objects which can withstand the life-destroying forces of heat, cold, gravity or wind.
We respond with emotion to creations which transport us across distances we could never walk, which shelter us during storms we could not weather, which pick up signals we could never hear with our own ears and which hang daintily off cliffs from which we would fall instantly to our deaths.
With grace and economy
Both bridges accomplish daring feats, but Maillart’s possesses the added virtue of making its achievement look effortless - and because we sense it isn’t, we wonder at it and admire it all the more. The bridge is endowed with a subcategory of beauty we can refer to as elegance, a quality present whenever a work of architecture succeeds in carrying out an act of resistance - holding, spanning, sheltering - with grace and economy as well as strength; when it has the modesty not to draw attention to the difficulties it has surmounted.
The dignity of age
Wood and stone, and now concrete and wood, age slowly and with dignity. They do not shatter hysterically like glass, or tear like paper, but discolor with a melancholy, noble air.
Apportioning value
Contrary to the Romantic belief that we each settle naturally on a fitting idea of beauty, it seems that our visual and emotional faculties in fact need constant external guidance to help them decide what they should take note of and appreciate. ‘Culture’ is the word we have assigned to the force that assists us in identifying which of our many sensations we should focus on and apportion value to.
There was no fog in London
It is books, poems and paintings which often give us the confidence to take seriously feelings in ourselves that we might otherwise never have thought to acknowledge. Oscar Wilde referred to this phenomenon when he quipped that there was no fog in London before Whistler started painting the Thames. Likewise, there must have been little beauty in old stones before Japanese priests and poets began writing about them.
To the worms and the trees
We owe it to the fields that our houses will not be the inferiors of the virgin land they have replaced. We owe it to the worms and the trees that the buildings we cover them with will stand as promises of the highest and most intelligent kinds of happiness.