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
On Love
Not knowing quite what they mean
"Do you understand all the symbolism?"
"Not really, besides its being Venus and Cupid."
"I didn't even know that, so you're one up on me. I wish I'd read more about ancient mythology," she continued. "But actually, I like looking at things and not knowing quite what they mean."
We're not children, you know
We're not children, you know.
And with these words, she placed her lips on mine and we embarked on one of the longer and more beautiful kisses mankind has ever known.
To think
Few things are as antithetical to sex as thought. Sex is instinctive, unreflective, and spontaneous, while thought is careful, uninvolved, and judgmental. To think during sex is to violate a fundamental law of intercourse.
A cruel paradox
When we look at someone (an angel) from a position of unrequited love and imagine the pleasures that being in heaven with them might bring us, we are prone to overlook a significant danger: how soon their attractions might pale if they began to love us back. We fall in love because we long to escape from ourselves with someone as ideal as we are corrupt. But what if such a being were one day to turn around and love us back? We can only be shocked. How could they be as divine as we had hoped when they have the bad taste to approve of someone like us? If in order to love we must believe that the beloved surpasses us in some way, does not a cruel paradox emerge when we witness this love returned? "If s/he really is so wonderful, how could s/he love someone like me?"
Shoes
It was perhaps a pedantic matter over which to come to such a decision, but shoes are supreme symbols of aesthetic, and hence by extension psychological, compatibility. Certain areas and coverings of the body say more about a person than others: shoes suggest more than pullovers, thumbs more than elbows, underwear more than overcoats, ankles more than shoulders.
I marshmallow you
Then I noticed a small plate of complimentary marshmallows near Chloe's elbow and it suddenly seemed clear that I didn't love Chloe so much as marshmallow her. What it was about a marshmallow that should suddenly have accorded so perfectly with my feelings toward her, I will never know, but the word seemed to capture the essence of my amorous state with an accuracy that the word 'love', weary with overuse, simply could not aspire to.
From then on, love was, for Chloe and me at least, no longer simply love, it was a sugary, puffy object a few millimeters in diameter that melts deliciously in the mouth.
A social animal
What does it mean that man is a "social animal"? Only that humans need one another in order to define themselves and achieve self-consciousness, in a way that mollusks and earthworms do not. We cannot come to a proper sense of ourselves if there aren't others around to show us what we're like.
"A man can acquire anything in solitude except a character," wrote Stendhal.
Possible lives
Watching Alice talk, light a candle that had blown out, rush into the kitchen with the plates, or brush a strand of blonde hair from her face, I found myself falling victim to romantic nostalgia, which descends whenever we are faced with those who might have been our lovers, but whom chance has decreed we will never properly know. The possibility of an alternative love story is a reminder that the life we are leading is only one of a myriad of possible lives, and it is the impossibility of leading them all that plunges us into sadness.
The threat of happiness
Dr. Saavedra had diagnosed a case of anhedonia, a disease defined by the British Medical Association as a reaction remarkably close to mountain sickness resulting from the sudden terror brought on by the threat of happiness. It was a common disease among tourists in this region of Spain, faced in these idyllic surroundings with the sudden realization that earthly happiness might be within their grasp, and prey therefore to a violent physiological reaction designed to counteract such a daunting possibility.
I don't see a wall
"I don't know, really. It's just a sense I have that ever since about the middle of September, we haven't really been communicating. It's like there's a wall between us and you're refusing to acknowledge it's there."
"I don't see a wall."
"That's what I mean. You're refusing to admit there was ever anything other than this."
"Than what?"
Romantic terrorism
Once a partner has begun to lose interest, there is apparently little the other can do to arrest the process. Like seduction, withdrawal suffers under a blanket of reticence. The very breakdown of communication is hard to discuss, unless both parties have a desire to see it restored.
This leaves the lover in a desperate situation. Honest dialogue seems to produce only irritation and smothers love in the attempt to revive it. Desperate to woo the partner back at any cost, the lover might at this point be tempted to turn to romantic terrorism, the product of irredeemable situations, a gamut of tricks (sulking, jealousy, guilt) that attempt to force the partner to return love, by blowing up (in fits of tears, rage, or otherwise) in front of the loved one. The terroristic partner knows he cannot realistically hope to see his love reciprocated, but the futility of something is not always (in love or in politics) a sufficient argument against it.
Certain things are said not because they will be heard, but because it is important to speak.
Walls
As the plane pierced through the clouds, I tried to imagine a future: a period of life was coming brutally to an end, and I had nothing to replace it with, only a terrifying absence.
What would life mean from now on? Though we continued holding hands, I knew how Chloe and I would watch our bodies grow foreign to each other. Walls would be build up, the separation would be institutionalized, I would meet her in a few months or years, we would be light, jovial, masked, dressed for business, ordering a salad in a restaurant—unable to touch what we were now revealing: the sheer human drama, the nakedness, the dependency, the unalterable loss. We would be like an audience emerging from a heart-wrenching play but unable to communicate any of the emotions they had felt inside, able only to head for a drink at the bar, knowing there was more, but unable to touch it.
In order that
No philosophy is further from the thought that what happens to us is random than psychoanalysis. I did not simply love Chloe and then she left me. I loved Chloe in order that she would leave me. It was not for the shape of her smile or the liveliness of her mind that I had chosen Chloe. It was because the unconscious, perverse casting director of my life had recognized in her a suitable character to leave the stage after inflicting the requisite amount of suffering.
The significance of love's burden
There is an Arabic saying that the soul travels at the pace of a camel. While most of our self is led by the strict demands of timetables and diaries, our soul, the seat of the heart, trails nostalgically behind, burdened by the weight of memory. If every love affair adds a certain weight to the camel's load, then we can expect the soul to slow according to the significance of love's burden.
What does wisdom counsel?
We start trying to be wise when we realize that we are not born knowing how to live, that living one's life is a skill that has to be acquired, like learning to ride a bicycle or play the piano. But what does wisdom counsel us to do? It tells us to aim for tranquility and inner peace, a life free from anxiety, fear, idolatry, and harmful passions. Wisdom teaches us that our first impulses may not always be trustworthy, and that our appetites will lead us astray if we do not train reason to separate vain from genuine needs.
Once again begun to fall
Such lessons appeared all the more relevant when Rachel accepted my invitation for dinner the following week, and the very thought of her began sending tremors through the region the poets have called the heart, tremors that I knew could have meant one thing only—that I had once again begun to fall.