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.
Wittgenstein's Mistress
- I think very well of him indeed
- A perfect circle
- The Eiffel Tower
- Ceci n'est pas une pipe
- Erased de Kooning Drawing
I think very well of him indeed
When I was still doubtful as to his ability, I asked G.E. Moore for his opinion. Moore replied, ‘I think very well of him indeed.’ When I enquired the reason for his opinion, he said that it was because Wittgenstein was the only man who looked puzzled at his lectures. — Bertrand Russell
A perfect circle
Once, being asked to submit a sample of his work, what Giotto submitted was a circle.
Well, the point being that it was a perfect circle.
And that Giotto had painted it freehand.The Eiffel Tower
When the sun had gotten to the angle from which Phidias had taken his perspective, the Parthenon almost seemed to glow.
Actually, the best time to see that is generally also at four o’clock.
Doubtless the taverns from which one could see that did better business than the taverns from which one could not, in fact, even though they were all in the same street.
Unless of course the latter were patronized by people who had lived in Athens long enough to have gotten tired of seeing it.
Such things can happen. As in the case of Guy de Maupassant, who ate his lunch every day at the Eiffel Tower.
Well, the point being that this was the only place in Paris from which he did not have to look at it.Ceci n'est pas une pipe
There is nobody at the window in the painting of the house, by the way.
I have now concluded that what I believed to be a person is a shadow.
If it is not a shadow, it is perhaps a curtain.
As a matter of fact it could actually be nothing more than an attempt to imply depths, within the room.
Although in a manner of speaking all that is really in the window is burnt sienna pigment. And some yellow ochre.
In fact there is no window either, in that same manner of speaking, but only shape.
So that any few speculations I have made about the person at the window would therefore now appear to be rendered meaningless, obviously.
Unless of course I subsequently become convinced that there is somebody at the window all over again.
I have put that badly.Erased de Kooning Drawing
Once, Robert Rauschenberg erased most of a drawing by Willem de Kooning, and then named it Erased de Kooning Drawing.
I am in no way certain what this is connected to either, but I suspect it is connected to more than I once believed it to be connected to.
The cat
The cat I began to think about instead was the cat outside of the broken window in the room next to this one, at which the tape frequently scratches when there is a breeze.
Which is to say that I was not actually thinking about a cat either, there being no cat except insofar as the sound of the scratching reminds me of one.As there was, or is, no person at the window in the painting of this house.
It is still a house
Perhaps even the very house which I burned to the ground contained such examples, even though it would obviously not contain them any longer, no longer being a house.
Well, it is still a house.
Even if there is not remarkably much left of it, I am still prone to think of it as a house when I pass it in taking my walks.
There is the house I burned to the ground, I might think. Or, soon I will be coming to the house that I burned to the ground.The image of reality
Leonardo wrote in his notebooks backwards, from right to left, so that they had to be held up to a mirror to be read.
In a manner of speaking, the image of Leonardo’s notebooks would be more real than the notebooks themselves.Equidistance
Once, in the Rijksmuseum, I brought in new speakers for my phonograph. What the directions told me to do was make certain that the two speakers were equidistant from each other.
One certainly had to wonder what the person who wrote the instructions could have believed he meant by that.A strange calligraphy
Along the sand there will be frisky shadows, that will dance and fall away.
Or, if there is snow, the flames will write a strange calligraphy against the whiteness.Van Gogh
One of the things people generally admired about Van Gogh, even though they were not always aware of it, was the way he could make even a chair seem to have anxiety in it. Or a pair of boots.
The meaning of music
Once, somebody asked Robert Schumann to explain the meaning of a certain piece of music he had just played on the piano.
What Robert Schumann did was sit back down at the piano and play the piece of music again.
Good morning, Vincent
Perhaps I shall name the cat that scratches at my broken window Van Gogh.
Or Vincent.
One does not name a piece of tape, however.
There is the piece of tape, scratching at my window. There is Vincent, scratching at my window.Good morning, Vincent.
The illusion of anxiety
Or because of hormones.
And so which would not really have been anxiety at all, but only an illusion.
Even if one would certainly be hard put to explain the difference between an illusion of anxiety and anxiety itself.Somebody is living on this beach
Once, I had a dream of fame.
Generally, even then I was lonely.
To the castle, a sign must have said.
Somebody is living on this beach.