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
Several Short Sentences About Writing
Here, in short, is what I want to tell you.
Know what each sentence says,
What it doesn't say,
And what it implies.
Of these, the hardest is knowing what each sentence actually says.
Sonorisms V
Leave space between them for the things that words can't really say.
To suggest more than the words seem to allow.
Perhaps it renames the world.
The Anxiety of Sequence.
It was all change until the very last second.
The debris of someone else's thinking.
You'll never run out of noticings.
Names that announce the whatness of the world.
What were you trying to protect?
You were protecting the memory.
The tyranny of what exists.
Do any of them sound first?
It sets an echo in motion.
Try writing for the reader in yourself.
So call it "perfection enough".
Toward the name of the world—yours to discover.Both models are completely useless
In your head, you'll probably find two models for writing.
One is the familiar model taught in high school and college—a matter of outlines and drafts and transitions and topic sentences and argument.The other model is its antithesis—the way poets and novelists are often thought to write.
Words used to describe this second model include "genius", "inspiration", "flow", and "natural", sometimes even "organic".Both models are useless.
I should qualify that sentence.
Both models are completely useless.The shape of the sentence
You've been taught to overlook the character of the prose in front of you in order to get at its meaning.
You overlook the shape of the sentence itself for the meaning it contains,
Which means that while you were reading,
All those millions of words passed by
Without teaching you how to make sentences.The Anxiety of Sequence
Much of what's taught under the name of expository writing could be called "The Anxiety of Sequence."
Its premise is this:
To get where you're going, you have to begin in just the right place
And take the proper path,
Which depends on knowing where you plan to conclude.You can get anywhere from anywhere
And if you can get anywhere from anywhere,
You can start anywhere
And end anywhere.
There is no single necessary order.Significant everywhere
Writing isn't a conveyor belt bearing the reader to "the point" at the end of the piece, where the meaning will be revealed.
Good writing is significant everywhere,
Delightful everywhere.It was all change until the very last second
Every work of literature is the result of thousands and thousands of decisions.
Intricate, minute decisions—this word or that, here or where, now or later, again and again.
It's the living tissue of a writer's choices,
Not the fossil record of an ancient, inspired race.Attention requires a cunning passivity.
A renaming of the already named
A true metaphor is a swift and violent twisting of language,
A renaming of the already named.
It's meant to expire in a sudden flash of light
And to reveal—in that burst of illumination—
A correspondence that must be literally accurate.The debris of someone else's thinking
A cliché isn't just a familiar, overused saying.
It's the debris of someone else's thinking.How each sentence got that way
When the work is really complete, the writer knows how each sentence got that way.
This small internal quaver
Pay attention now:
No matter how much you know or learn about syntax, grammar, or rhetoric,
This small internal quaver, this inner disturbance,
Is the most useful evidence you'll ever get.
Someday, you'll be able to articulate what causes it.
But for now, what's important is to notice it.
Noticing is always the goal....the faint vertigo caused by an ambiguity you can't quite detect.
What matter is what it points to.
Find out what's causing it and fix it
Even if you're not sure how.The urge to be done
"Flow" is often a synonym for ignorance and laziness.
It's also a sign of haste, the urge to be done.Talking and writing
Talking is natural.
Writing is not.It may seem strange that the manual dexterity needed to hold a pencil—or use a keyboard—comes later than the lingual and mental dexterity needed to speak.
But it does.What were you trying to protect?
As the piece evolves, you try to protect those original, effusive sentences.
Only to realize, at last, that what you're writing won't come together until they've been removed or revised.What were you trying to protect?
The memory of the excitement you felt when those words "came to you."
(Where did they "come" from?)
You were protecting the memory
of the excitement of really concentrating,
of paying close attention to your thoughts and, perhaps, your sentences,
the excitement of feeling the galvanic link between language and thought.The discoveries you make in the making
Style is an expression of the interest you take in the making of every sentence.
It emerges, almost without intent, from your engagement with each sentence.
It's the discoveries you make in the making of the prose itself.Where ambiguity rules, there is no "style"—or anything else worth having.
Pursue clarity instead.
In the pursuit of clarity, style reveals itself.The virtue of already existing
It can be overwhelming—the inertia of the paragraphs and pages you've already composed, the sentences you've already written,
No matter how rough they are.Whether you love what you've written or not,
Those sentences have the virtue of already existing,
Which makes them better than sentences that don't exist.
Or so it seems.Composition and revision
Revise at the point of composition.
Compose at the point of revision.
Think of composition and revision as the same thing.Squander your material
Squander your material.
Don't ration it, saving the best for last.
You don't know what the best is.
Or the last.Do any of them sound first?
Just try out some sentences.
Lots of them.
See how they sound.
Do any of them sound first?You're holding an audition.
Many sentences will try out.
One gets the part.We have testimony
Proof is for mathematicians.
Logic is for philosophers.
We have testimony.When you're interested in what you're working on
It's never hard to work when you're interested in what you're working on.
But what if you hate what you're working on?
It helps to examine the content of your loathing.
What is it you hate?The work selects its audience
Imagine a cellist playing one of Bach's solo suites.
Does he consider his audience?
(Did Bach, for that matter?)
Does he play the suit differently to audiences
Of different incomes and educations and social backgrounds?
No. The work selects its audience.