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 Nature of Order
Levels of Scale
Scale refers to how we perceive the size of an element or space relative to other forms around it. All things – a tea cup, a building, language, entire eco-systems – consist of smaller components. It is the relationship of the smaller elements which determines the character and degree of life of the whole.
Objects which contain a high degree of life tend to contain a beautiful range of scales within, which exist at a series of well-marked intervals and have clearly recognizable jumps between them. To have good levels of scale, it is extremely important that the jumps between different scales of centers not be too great or too small.
Strong Centers
The idea of a center is at the heart of all that creates life within an object. But rather than the traditional view of an isolated geometry in space, a true center is defined not only by its internal cohesion, but by its relation to context. A strong center can only occur when other centers are intensifying it.
Like levels of scale, the concept of strong centers is recursive. In something which is alive, a strong center is made of many other strong centers, at different levels, which in turn make us aware of the whole they compose.
Boundaries
The articulation of a form depends to a great degree on how its surfaces are defined and meet at edges. The effect of a strong boundary is twofold: First, it focuses attention on the center, further intensifying it; and second, the boundary unites the center which it surrounds with what is beyond.
For the boundary to accomplish both of these tasks – to separate and to unite – it must have a degree of presence as strong as the center which it bounds.
Alternating Repetition
The principle of repetition orders recurring elements in a composition according to their proximity to one another, and by the visual characteristics they share. Elements need not be perfectly identical to be grouped in a repetitive fashion; they must merely share a common trait of size, shape, or detail characteristics allowing each element to be individually unique, yet belong to the same family.
When the repetition within a group of elements occurs parallel on a number of different levels, an alternating rhythm of centers forms, one series of centers intensifying the other.
Positive Space
Positive space refers to shaped space. Where an element occurs in space, the element not only exists with its own shape, but it also acts to define the shape of the space around it. For something to be whole, both the element itself and the space around it must engage one another, each intensifying the other. When this occurs, every single part of space has positive shape as a center – there are no amorphous, meaningless leftovers.
Every shape should be a strong center in itself, which is in turn made up of other, smaller centers.
Good Shape
Shape is the principal identifying characteristic of form, resulting from the specific configuration of a form’s surfaces and edges. Good shape happens when the surfaces and edges of a form have strong centers in every part of themselves.
A good shape, even if complex, can usually be broken down easily into more simple shapes. A good shape tends to contain a high degree of internal symmetries, an overall bilateral symmetry, and a well-marked center. The good shape also creates positive space around it, is very strongly distinct from what surrounds it, and has a feeling of being closed and complete.
Local Symmetries
Symmetry, or the balanced distribution of equivalent forms or spaces about a common line or point, can organize elements in architecture in two ways: an entire organization can be made symmetrical, or a symmetrical condition can occur in only a portion of the building or object, at any scale. The latter case is what we refer to as local symmetry.
Overall symmetry in an object tends to look mechanical and lifeless, usually due to the fact that local symmetries are absent within the overall form. However, when there are local symmetries, centers tend to form and strengthen the whole.
Deep Interlock
Forms which have a high degree of life tend to contain some type of interlock – a “hooking into” their surroundings – or an ambiguity between element and context, either case creating a zone belonging to both the form and to its surroundings, making it difficult to disentangle the two.
The interlock, or ambiguity, strengthens the centers on either side, which are intensified by the new center formed between the two.
Contrast
Works of art which have great life often have intense contrast within: rough/smooth, solid/void, loud/silent, empty/full. It is the difference between opposites which gives birth to something. Contrast is what often gives other principles their degree of life – the intensity of the boundary, the markedness of the alternating repetition.
Contrast strengthens centers by making each a deeper entity of itself, and thereby giving deeper meaning to both. It is, at its simplest, what allows us to differentiate. But meaningless contrast remains meaningless. It is only when centers are actively, mutually, and meaningfully composed that it acts to deepen the whole.
Graded Variation
Gradients must arise simply because in the natural world, things vary in size, spacing, intensity, and character. All living things tend to have a certain softness. One quality changes slowly, not suddenly, across space to become another.
In something which has life, throughout the whole there are graded fields of variation, often moving from the center to the boundary or vice-versa. We are able to read the character of a larger center often because of the gradation of smaller centers across the larger form.
Roughness
Roughness is the odd shape, the quick brush stroke, the irregular column size or spacing, the change in pattern at the corner – it is adjusting to conditions as they present themselves with meaning, but without ego or contrived deliberation.
Though it may look superficially flawed, especially with human perception accustomed to mass-produced regularity and perfection as a goal, an object with roughness is often more precise because it comes about from paying attention to what matters most, and letting go of what matters less.
Echoes
When echoes are present within a design, all the various smaller elements and centers, from which the larger centers are made, have a certain sameness of character. There are deep internal similarities, or echoes of one another, which tie all the elements and centers together at various scales to form a cohesive unity of being.
The Void
Objects or elements which have the greatest depth, which actively draw the senses in, have at their heart an area of deep calm and stillness – a void bounded by and contrasted with an area of intense centers around it.
When an element becomes all detail, its own constant buzz tends to dilute its overall strength. Like a musical wall of sound, it pushes against our perception to produce a flat field-like state. Conversely, it is the pause which allows us to interlock with a piece of music and feel its depth. The presence of void, at many scales, provides a contrasting calm to alleviate the buzz and strengthen the center.
Inner Calm
Living things tend to have a special simplicity, an economy developed over time in which all things unnecessary, or not supporting the whole, are removed. This does not preclude ornament, as even in nature ornament has its very necessary place. What simplicity does is cut away the meaningless attachments to an element, the things which often distract and confuse its true nature. When this is done, an object is in a state of inner calm.
Not-Separateness
Not-separateness is the degree of connectedness an element has with all that is around it. A thing which has this quality feels completely at peace, because it is so deeply interconnected with its world. There is no abruptness, no sharpness, but often an incomplete edge which softens the hard boundary. The element is drawn into its setting, and the element draws its setting into itself.
Not-separateness is a profound connection occurring at many scales between a center and the other centers which surround it, so that they melt into one another and become inseparable.