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
Cubed
A dry, husky business
Despite the furor over their aggressive unmanliness, clerks, and with them the office, crept silently into the world of nineteenth-century America. Moral philosophers were mostly preoccupied with the clang of industrialization and its satanic mills, and most regarded as negligible the barely audible scratch of pens across ledgers and receipts that characterized the new world of clerical work. It was only a “dry, husky business,” as the narrator of Bartleby had it.
A segment of the enormous file
As office buildings grew taller, and flammability became a problem, steel file cabinets replaced wooden ones – the tall cabinets mimicking the shape of the skyscraper, such that the “file” seemed to be a metaphorical stand-in for the office itself. “Each office within the skyscraper,” C. Wright Mills would argue some years later, “is a segment of the enormous file, a part of the symbolic factory that produces the billion slips of paper that gear modern society into its daily shape.” Aldous Huxley, in his dystopian novel Brave New World, could imagine no more powerful symbol of a totally bureaucratized world than the idea of each person having his or her name on a file.
Taylorism
“In the past the man has been first. In the future the system must be first.” — Fred W. Taylor
Taylorism was a way of thinking that came at the expense of the workers’ own knowledge of their system. Taylor summed up his philosophy thus:
“It is only through enforced standardization of methods, enforced adoption of the best implements and working conditions, and enforced cooperation that this faster work can be assured. And the duty of enforcing the adoption of standard and enforcing this cooperation rests with the management alone.”
The unscripted practices of the old offices would remain, but as a kind of subterfuge: in the future, a leisurely pace wouldn’t be the norm; time would not be given, but stolen.
Divided against itself
By separating knowledge from the basic work process (“the separation of conception from execution,” as Harry Braverman once put it), in the factory as well as the office, the ideology of Taylorism all but ensured a workplace divided against itself, both in space and in practice, with a group of managers controlling how work was done and their workers merely performing that work.
Somewhat more dangerously, this division put into serious doubt the notion that office workers were, as a whole, on the way up. It became increasingly clear from the shape of the offices themselves, and from the distance between the top and the bottom rungs of the “ladder”, that some workers were never going to join the upper layers of management. For some, work was always, frankly, going to suck.
Form follows finance
The formula that Sullivan coined to explain this individualist-conformist principle has become a commonplace of architectural history: “Form follows function.” The envelope of the building was to reflect no particular style, no empty ideal, but rather, with as pure a transparency as possible, the shape and feel of the interior. It was the office that determined the skyscraper – a fact that might have had a beneficial effect on the form of the office itself.
But the result was the opposite: few conceptions of the office have had a more deleterious effect on the human work environment. The title of an influential work by the architectural historian Carol Willis gives us a better, if less palatable, explanation: Form follows Finance. For by and large, making an office “functional” had less to do with making it serve the needs of a particular corporation and much more with serving any corporation. The point was not to make an office building per specification of a given company, but rather to build for an economy in which an organization could move in and out of a space without any difficulty. The space had to be eminently rentable.
Serendipity
This was not meant to be like Bell Labs; there were no expectations that the clerical workers would run into their managers in a “serendipitous encounter” and produce a new innovation. The ideas was rather to create a workplace in which status barriers seemed to dissolve, in which participation and friendliness all around made the work environment look less like the white-collar factory it was.
Office survival
“The caveman was undoubtedly very pleased to find a good cave but he also undoubtedly positioned himself at the entrance looking out. Protect your back but know what is going on outside is a very good rule for survival. It is also a good survival rule for life in offices.” — Robert Propst, The Office: A Facility Based on Chicago
The office landscape
An organic, almost forest-like office layout.
There is an affinity with certain planned “landscapes” of the natural world – namely, the classic Italian Baroque garden. In the sample plans the Schnelle brothers devised, the arrangement of desks seems utterly chaotic, totally unplanned – a mess, like a forest of refrigerator magnets. But, as with the seemingly “wild” overgrowth of a “natural” garden, the office landscape is more thoroughly planned than any symmetrical and orderly arrangement of desks. Imaginary lines wend their way around every cluster, delineating common pools of activity; between and through the undergrowth of clusters are invisible, sinuous paths of work flow.
Open-plan the world
In the end, noise would always be a problem, when quiet was not placed at a premium. Interaction and communication were conceived of as norms in the landscaped office; introspection and concentration were sidelines. In the rush to open-plan the world, some crucial values for the performance of work were lost.
The cubicle
The cubicle had the effect of putting people close enough to each other to create serious social annoyances, but dividing them so that they didn’t actually feel that they were working together. It had all the hazards of privacy and sociability but the benefits of neither. It got so bad that nobody wanted them taken away; even those three walls offered some kind of psychological home, a place one could call one’s own. All these factors could deepen the frenzied solitude of an office worker.
Chilled-out anxiety
Working in the typical dot-com office was an admixture of frenetic pace and a relaxed overall atmosphere, exemplifying that chilled-out anxiety which was the general mood of the 1990’s.
A resource
The office, Chiat argued, had become the site of a turf war, not a place to do work. Changing the office “means focusing on doing great work instead of focusing on agency politics,” he argued. “You come to work because the office is a resource.”