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.
Contrasting Concepts of Harmony in Architecture
The realm of feeling
Alexander: If you say: "Well, look, you're a feeling type, and I'm a thinking type, so let's not discuss that because we are always going to be on different sides", then it removes from this discussion what I feel to be the absolute heart and soul of the matter when it comes to buildings. Now I don't want to deny at all what you are saying about personalities. But I really cannot conceive of a properly formed attitude towards buildings, as an artist or a builder, or in any way, if it doesn't ultimately confront the fact that buildings work in the realm of feeling.
Panic
Alexander: It never occurred to me that someone could so explicitly reject the core experience of something like Chartres. It's very interesting to have this conversation. If this weren't a public situation, I'd be tempted to get into this on a psychiatric level. I'm actually quite serious about this. What I'm saying is that I understand how one could be very panicked by these kinds of feelings. Actually, it's been my impression that a large part of the history of modern architecture has been a kind of panicked withdrawal from these kinds of feelings, which have governed the formation of buildings over the last 2000 years or so.
Why that panicked withdrawal occurred, I'm still trying to find out. It's not clear to me. But I've never heard somebody say, until a few moments ago, someone say explicitly: "Yes, I find that stuff freaky. I don't like to deal with feelings. I like to deal with ideas.”
The pitched roof
Eisenman: I would argue that the pitched roof is – as Gaston Bachelard points out – one of the essential characteristics of "houseness". It was the extension of the vertebrate structure which sheltered and enclosed man. Michel Foucault has said that when man began to study man in the 19th century, there was a displacement of man from the center. The representation of the fact that man was no longer the center of the world, no longer the arbiter, and, therefore, no longer controlling artifacts, was reflected in a change from the vertebrate-center type of structure to the center-as-void.
The trick of little machines
Alexander: Up until about 1600, most of the world views that existed in different cultures did see man and the universe as more or less intertwined and inseparable ... either through the medium of what they called God or in some other way. But all that was understood. The particular intellectual game that led us to discover all the wonders of science forced us to abandon temporarily that idea. In other words, in order to do physics, to do biology, we were actually taught to pretend that things were like little machines because only then could you tinker with them and find out what makes them tick. That's all fine. It was a tremendous endeavor, and it paid off.
But it may have been factually wrong. That is, the constitution of the universe may be such that the human self and the substance that things made out of, the spatial matter or whatever you call it, are much more inextricably related than we realized. Now, I am not talking about some kind of aboriginal primitivism. I am saying that it may actually be a matter of fact that those things are more related than we realize. And that we have been trained to play a trick on ourselves for the last 300 years in order to discover certain things. Now, if that's true – there are plenty of people in the world who are beginning to say it is, by the way, certainly in physics and other related subjects – then my own contribution to that line of thought has to do with these structures of sameness that I have been talking about.
In other words, the order I was sketching out last night is ultimately, fundamentally an order produced by centers or wholes which are reinforcing each other and creating each other. Now, if all of that is so, then the pitched roof would simply come about as a consequence of all that – not as an antecedent. It would turn out that, in circumstances where one is putting a roof on a building, in the absence of other very strong forces that are forcing you to do something different, that is the most natural and simple roof to do. And, therefore, that kind of order would tend to reappear – of course, in a completely different, modern technological style – simply because that is the nature of order, not because of a romantic harkening back to past years.
Merely a building
Eisenman: Le Corbusier once defined architecture as having to do with a window which is either too large or too small, but never the right size. Once it was the right size it was no longer functioning. When it is the right size, that building is merely a building. The only way in the presence of architecture that is that feeling, that need for something other, when the window was either too large or too small.
Fucking up the world
City Hall by Rafael Moneo, Logroño, La Rioja, Spain.
Alexander : At least my experience tells me, that when a group of different people set out to try and find out what is harmonious, what feels most comfortable in such and such a situation, their opinions about it will tend to converge, if they are mocking up full-scale, real stuff. Of course, if they're making sketches or throwing out ideas, they won't agree. But if you start making the real thing, one tends to reach agreement. My only concern is to produce that kind of harmony.
The thing that strikes me about your friend's building – if I understood you correctly – is that somehow in some intentional way it is not harmonious. That is, Moneo intentionally wants to produce an effect of disharmony. Maybe even of incongruity.
Eisenman: That is correct.
Eisenman: I find that incomprehensible. I find it very irresponsible. I find it nutty. I feel sorry for the man. I also feel incredibly angry because he is fucking up the world.
A good table
Eisenman: Tolstoy wrote about the man who had so many modern conveniences in Russia that when he was adjusting the chair and the furniture, etc., that he was so comfortable and so nice and so pleasant that he didn't know – he lost all control of his physical and mental reality. There was nothing. What I'm suggesting is that if we make people so comfortable in these nice little structures of yours, that we might lull them into thinking that everything's all right, Jack, which it isn't. And so the role of art or architecture might be just to remind people that everything wasn't all right.
Alexander: I can't, as a maker of things, I just can't understand it. I do not have a concept of things in which I can even talk about making something in the frame of mind you are describing. I mean, to take a simple example, when I make a table I say to myself: "All right, I'm going to make a table, and I'm going to try to make a good table." And of course, then from there on I go to the ultimate resources I have and what I know, how well I can make it. But for me to then introduce some kind of little edge, which starts trying to be a literary comment, and then somehow the table is supposed to be at the same time a good table, but it also is supposed to be I don't know what; a comment on nuclear warfare, making a little joke, doing various other things... I'm practically naive; it doesn't make sense to me.