data
INSUFFICIENT DATA FOR MEANINGFUL ANSWER.
The Eyes Have It
A Research Paper by Ben ShneidermanThe trend is your friend 'til the bend at the end
A Fragment by Noah SmithIn the past, GDP and resources use have always been tightly correlated. But this is just drawing a line through some data — it’s not based on any deep theory. And in fact, these correlations can change very quickly. Just as one example, here’s energy use versus GDP since 1949.
If you were sitting in 1970, you could look at this curve and claim, very confidently, that economic growth requires concomitant increases in energy use. And you’d be wrong. Because the trend is your friend til the bend at the end.
Embracing Asymmetrical Design
An Article by Ben NadelHumans love symmetry. We find symmetry to be very attractive. Our brains may even be hard-wired through evolution to process symmetrical data more efficiently. So, it's no surprise that, as designers, we try to build symmetry into our product interfaces and layouts. It makes them feel very pleasant to look at.
Unfortunately, data is not symmetrical…Once you release a product into "the real world", and users start to enter "real world data" into it, you immediately see that asymmetrical data, shoe-horned into a symmetrical design, can start to look terrible.
To fix this, we need to lean into an asymmetric reality. We need to embrace the fact that data is asymmetric and we need to design user interfaces that can expand and contract to work with the asymmetry, not against it. To borrow from Bruce Lee, we need to build user interfaces that act more like water:
“You must be shapeless, formless, like water. When you pour water in a cup, it becomes the cup. When you pour water in a bottle, it becomes the bottle. When you pour water in a teapot, it becomes the teapot. Water can drip and it can crash. Become like water my friend.” — Bruce Lee
Goodbye, Google
An Article by Douglas BowmanWithout a person at (or near) the helm who thoroughly understands the principles and elements of Design, a company eventually runs out of reasons for design decisions. With every new design decision, critics cry foul. Without conviction, doubt creeps in. Instincts fail. “Is this the right move?” When a company is filled with engineers, it turns to engineering to solve problems. Reduce each decision to a simple logic problem. Remove all subjectivity and just look at the data. Data in your favor? Ok, launch it. Data shows negative effects? Back to the drawing board. And that data eventually becomes a crutch for every decision, paralyzing the company and preventing it from making any daring design decisions.
Yes, it’s true that a team at Google couldn’t decide between two blues, so they’re testing 41 shades between each blue to see which one performs better. I had a recent debate over whether a border should be 3, 4 or 5 pixels wide, and was asked to prove my case. I can’t operate in an environment like that. I’ve grown tired of debating such minuscule design decisions. There are more exciting design problems in this world to tackle.
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.
Data Farming
A Research PaperMiners seek valuable nuggets of ore buried in the earth, but have no control over what is out there or how hard it is to extract the nuggets from their surroundings. ... Similarly, data miners seek to uncover valuable nuggets of information buried within massive amounts of data.
Farmers cultivate the land to maximize their yield. They manipulate the environment to their advantage using irrigation, pest control, crop rotation, fertilizer, and more. Small-scale designed experiments let them determine whether these treatments are effective. Similarly, data farmers manipulate simulation models to their advantage, using large-scale designed experimentation to grow data from their models in a manner that easily lets them extract useful information.
Understanding Architecture
We have turned our faces towards the future
During the modern era, we have even changed our bodily position in relation to the flow of time; the Greeks understood that the future came from behind their backs and the past receded away in front of their eyes, but we have turned our faces towards the future, and the past is disappearing behind our backs.
A timeless space
Our culture reveres youth, aspires to agelessness and is frightened by signs of age, wear and decay. As a consequence of this obsession, and the qualities of our man-made materials, contemporary environments have lost their capacity to contain and communicate traces of time. Our buildings often seem to exist in a timeless space without contact with the past or confidence for the future.
Theatre Epidaurus, Greece, 330 BC
Mounting the massive cut stone stairs [of the amphitheater], we note the way in which the overhanging front edge of each seat folds down to form the first step up to the next section, the second step being the front edge of the foot space of the next set of seats. This detail is complemented by the way the undercut beneath the front edge of each seat is curved rather than sharp-edged — a detail that, being hidden in the shadows, is first revealed by our touch. An equally subtle detail is the way each stone seat is lifted slightly above the level of the foot space behind it, so that one does not set foot on the surface upon which others sit.
The secret life of sculpture
The sculptures are arranged in informal groupings, carefully placed to catch the natural light that brings them to life, so that, when we enter the room, it seems we have interrupted an ongoing conversation among them.
Church on the Water, Hokkaido, 1985–8
At the edges of the outer walls to left and right, the slate floor is held back, creating a shadowed slot into which the concrete wall slips out of sight. Because the wall does not meet and bear upon the floor, as is usual, the relationship of the wall to the ground is uncertain, and the rippling surface of the black slate floor appears to float free of the walls, merging with the rippling surface of the water.
We must go with them
"You cannot make what you want to make, but what the material permits you to make. You cannot make out of marble what you would make out of wood, or out of wood what you would make out of stone. Each material has its own life, and one cannot without punishment destroy a living material to make a dumb senseless thing. That is, we must not try to make our materials speak our language, we must go with them to the point where others will understand their language."
— Constantin Brancusi
Wood
Wood speaks of its two existences and timescales: its first life as a growing tree and the second as a human artefact made by the caring hand of a carpenter or cabinet maker.
Lightness & Heaviness
"Lightness is born of heaviness and heaviness of lightness, instantaneously and reciprocally, returning creation for creation, gaining strength proportionally as they gain in life, and as much more in life as they gain in motion. They destroy one another also at the same time, fulfilling a mutual vendetta, proof that lightness is created only in conjunction with heaviness, and heaviness only where lightness follows."
— Leonardo da Vinci
Errors & Crimes
"A builder who hides any part of the building frame, abandons the only permissible and, at the same time, the most beautiful embellishment of architecture. The one that hides a loadbearing column makes an error. The one who builds a false column commits a crime."
— Auguste Perret
Desired qualities of light
In today's architectural practice, light is regrettably often treated merely as a quantitative phenomenon; design regulations and standards specify required minimum level of illumination and window sizes, but they do not define any maximum levels of luminance, or desired qualities of light, such as its orientation, temperature, color, or reflectedness.
Salk Institute for Biological Studies, La Jolla, 1959–65
If you are there at sunset, as are the scientists every day, you see the most magical of transformations: the golden glow that fills the sky to the west is first reflected in the water of the ocean and then shoots like a line of fire up through the gathering darkness of the plaza's stone floor, to reach its source in the cubic fountain. The court is breathtaking in its sublime power, opening at the edge of the continent to the Pacific Ocean and framing the light blue-on-dark-blue horizon line of the sea and sky.
Secreted
House and home are two evidently different notions: house is a material, spatial and architectural concept, whereas home is a unique setting and product of the act of dwelling itself. Home is charged with subjective meanings, symbols, memories, and images.
A home is also a set of personal rituals, habits, rhythms, and routines of everyday life. In every sense of the word, home is an extension of its inhabitant. Consequently it can not be an object of design by an architect; it is secreted, as it were, by the actual act of dwelling.
Room continuum
The Modernist aspiration for continuous, flowing space and open interconnections between spaces has a tendency to reduce the sense of room-ness by turning space into a continuum, creating a flow through units instead of projecting a spatial object.
Tree, leaf, house, city
"Tree is leaf and leaf is tree – house is city and city is house. A city is not a city unless it is also a huge house – a house is a house only if it is also a tiny city."
— Aldo van Eyck
Chapel of St. Ignatius, Seattle, 1995–7
The exterior walls of the Chapel of St. Ignatius are made of large, complexly interlocking concrete slabs, a variegated golden-brown in color, and the roofs are clad in light grey metal. At the corners where the joints between the wall panels interlock are windows of various rectangular shapes and sizes, and the egg-shaped metal anchors that were used to lift the walls in place project slightly forward, casting small shadows.
- Bells
Dwelling in ritual
Even a dwelling is a device that generates a distinct pattern of daily activities and their relationships. Some buildings are explicitly built for ritual, but the repetition of any activity, either mundane or religious, tends to ritualize them, and by facilitating this, an architectural structure can turn gradually – sometimes even unnoticeably – into an instrument of ritual.
Ise Shrines, Nagoya, 685–Present
The Ise Shrines at Naiku and Geku, near Nagoya, highly refined idealizations of ancient agricultural storehouses, have been rebuilt at least sixty-one times since first being established. The entire twenty-year building cycle is a continuous, precisely defined ritual. The result is unlike any religious structure in the world, one that is always new, and at the same time over a millenium old.
Memory & Fantasy
Memory and fantasy are related, as are recollection and imagination; one who cannot remember also cannot imagine, as memory is the very soil of imagination.
In our bodies
We tend to think of our memory as a cerebral capacity, but the act of memorizing engages our entire body. Remembering is not solely a mental even; it is also an act of embodiment and bodily projection. Memories are not only hidden in the electrochemical processes of the brain; they are also stored in our skeletons, muscles, senses, and skin.
American Folk Art Museum, New York City, 1998–2001
As we draw closer, we see that the three-faceted planes of the museum are fabricated out of rectangular panels made of white bronze that was poured directly into dammed forms on the concrete floor of the foundry, producing a surface texture similar to both metal and stone.
Take your names with you
When the Masai of Kenya were forced to relocate, they took with them the names of hills, rivers, and plains, and fitted them to the topography of their new domicile.
The same desire is reflected in the countless European place names in the United States, as the borrowed names had the power to project a sense of familiarity in a strange and unfamiliar land.