Open Graph Quotes

So every day Elizabeth opens her diary to a date two weeks ahead and writes herself a question. And every day she answers a question she set herself two weeks ago. This is her early-warning system. This is her team of scientists poring over seismology graphs. If there is going to be an earthquake, Elizabeth will be the first to know about it.

One day, I went to a soba restaurant outside town, and while I was waiting for the zarusoba I opened an old graph magazine. There was a picture of an exhausted, lonely kneeling woman who wore a checked patterned yukata after the tradegy of a large earthquake. With the intensity of my chest ready to burn up, I fell in love with that poor woman. I also felt a horrifying desire for her. Maybe tragedy and desire are back to back to one another.

Growth hackers are a hybrid of marketer and coder, one who looks at the traditional question of “How do I get customers for my product?” and answers with A/B tests, landing pages, viral factor, email deliverability, and Open Graph. . . .

I’ve laid down ten statistical commandments in this book. First, we should learn to stop and notice our emotional reaction to a claim, rather than accepting or rejecting it because of how it makes us feel. Second, we should look for ways to combine the “bird’s eye” statistical perspective with the “worm’s eye” view from personal experience. Third, we should look at the labels on the data we’re being given, and ask if we understand what’s really being described. Fourth, we should look for comparisons and context, putting any claim into perspective. Fifth, we should look behind the statistics at where they came from—and what other data might have vanished into obscurity. Sixth, we should ask who is missing from the data we’re being shown, and whether our conclusions might differ if they were included. Seventh, we should ask tough questions about algorithms and the big datasets that drive them, recognizing that without intelligent openness they cannot be trusted. Eighth, we should pay more attention to the bedrock of official statistics—and the sometimes heroic statisticians who protect it. Ninth, we should look under the surface of any beautiful graph or chart. And tenth, we should keep an open mind, asking how we might be mistaken, and whether the facts have changed.

A THOUSAND WORDS My stepfather Ralph Newman was a merry and remarkable man, a former minor league second baseman who broke his nose on a double play ball and wound up opening the Abraham Lincoln Bookshop in Chicago. He was also president of the Chicago Public Library. Ralph used to huff about that phrase, A picture is worth a thousand words and ask, "Does anyone really stop to figure out what you could do with a thousand words?" And, rather in the way that my daughters and I trade, try out, and create stories with each other, my stepfather and I spread out a napkin and came up with this: One picture is worth a thousand words? You give me a thousand words and I can give you: the Lord's Prayer, the Twenty-third Psalm, the Hippocratic Oath, a sonnet by Shakespeare, the Preamble to the Constitution, Lincoln's Gettysburg Address, the last graphs of Martin Luther King's speech to the March on Washington, and the final entry of Anne Frank's diary. You give me a thousand words, and I don't think I'd trade you for any picture on earth.

Wild animals enjoying one another and taking pleasure in their world is so immediate and so real, yet this reality is utterly absent from textbooks and academic papers about animals and ecology. There is a truth revealed here, absurd in its simplicity. This insight is not that science is wrong or bad. On the contrary: science, done well, deepens our intimacy with the world. But there is a danger in an exclusively scientific way of thinking. The forest is turned into a diagram; animals become mere mechanisms; nature's workings become clever graphs. Today's conviviality of squirrels seems a refutation of such narrowness. Nature is not a machine. These animals feel. They are alive; they are our cousins, with the shared experience kinship implies. And they appear to enjoy the sun, a phenomenon that occurs nowhere in the curriculum of modern biology. Sadly, modern science is too often unable or unwilling to visualize or feel what others experience. Certainly science's "objective" gambit can be helpful in understanding parts of nature and in freeing us from some cultural preconceptions. Our modern scientific taste for dispassion when analyzing animal behaviour formed in reaction to the Victorian naturalists and their predecessors who saw all nature as an allegory confirming their cultural values. But a gambit is just an opening move, not a coherent vision of the whole game. Science's objectivity sheds some assumptions but takes on others that, dressed up in academic rigor, can produce hubris and callousness about the world. The danger comes when we confuse the limited scope of our scientific methods with the true scope of the world. It may be useful or expedient to describe nature as a flow diagram or an animal as a machine, but such utility should not be confused with a confirmation that our limited assumptions reflect the shape of the world. Not coincidentally, the hubris of narrowly applied science serves the needs of the industrial economy. Machines are bought, sold, and discarded; joyful cousins are not. Two days ago, on Christmas Eve, the U.S. Forest Service opened to commercial logging three hundred thousand acres of old growth in the Tongass National Forest, more than a billion square-meter mandalas. Arrows moved on a flowchart, graphs of quantified timber shifted. Modern forest science integrated seamlessly with global commodity markets—language and values needed no translation. Scientific models and metaphors of machines are helpful but limited. They cannot tell us all that we need to know. What lies beyond the theories we impose on nature? This year I have tried to put down scientific tools and to listen: to come to nature without a hypothesis, without a scheme for data extraction, without a lesson plan to convey answers to students, without machines or probes. I have glimpsed how rich science is but simultaneously how limited in scope and in spirit. It is unfortunate that the practice of listening generally has no place in the formal training of scientists. In this absence science needlessly fails. We are poorer for this, and possibly more hurtful. What Christmas Eve gifts might a listening culture give its forests? What was the insight that brushed past me as the squirrels basked? It was not to turn away from science. My experience of animals is richer for knowing their stories, and science is a powerful way to deepen this understanding. Rather, I realized that all stories are partly wrapped in fiction—the fiction of simplifying assumptions, of cultural myopia and of storytellers' pride. I learned to revel in the stories but not to mistake them for the bright, ineffable nature of the world.

Dear Jon, A real Dear Jon let­ter, how per­fect is that?! Who knew you’d get dumped twice in the same amount of months. See, I’m one para­graph in and I’ve al­ready fucked this. I’m writ­ing this be­cause I can’t say any of this to you face-to-face. I’ve spent the last few months ques­tion­ing a lot of my friend­ships and won­der­ing what their pur­pose is, if not to work through big emo­tional things to­gether. But I now re­al­ize: I don’t want that. And I know you’ve all been there for me in other ways. Maybe not in the lit­eral sense, but I know you all would have done any­thing to fix me other than lis­ten­ing to me talk and al­low­ing me to be sad with­out so­lu­tions. And now I am writ­ing this let­ter rather than pick­ing up the phone and talk­ing to you be­cause, de­spite every thing I know, I just don’t want to, and I don’t think you want me to ei­ther. I lost my mind when Jen broke up with me. I’m pretty sure it’s been the sub­ject of a few of your What­sApp con­ver­sa­tions and more power to you, be­cause I would need to vent about me if I’d been friends with me for the last six months. I don’t want it to have been in vain, and I wanted to tell you what I’ve learnt. If you do a high-fat, high-pro­tein, low-carb diet and join a gym, it will be a good dis­trac­tion for a while and you will lose fat and gain mus­cle, but you will run out of steam and eat nor­mally again and put all the weight back on. So maybe don’t bother. Drunk­en­ness is an­other idea. I was in black­out for most of the first two months and I think that’s fine, it got me through the evenings (and the oc­ca­sional af­ter­noon). You’ll have to do a lot of it on your own, though, be­cause no one is free to meet up any more. I think that’s fine for a bit. It was for me un­til some­one walked past me drink­ing from a whisky minia­ture while I waited for a night bus, put five quid in my hand and told me to keep warm. You’re the only per­son I’ve ever told this story. None of your mates will be ex­cited that you’re sin­gle again. I’m prob­a­bly your only sin­gle mate and even I’m not that ex­cited. Gen­er­ally the ex­pe­ri­ence of be­ing sin­gle at thirty-five will feel dif­fer­ent to any other time you’ve been sin­gle and that’s no bad thing. When your ex moves on, you might be­come ob­sessed with the bloke in a way that is al­most sex­ual. Don’t worry, you don’t want to fuck him, even though it will feel a bit like you do some­times. If you open up to me or one of the other boys, it will feel good in the mo­ment and then you’ll get an emo­tional hang­over the next day. You’ll wish you could take it all back. You may even feel like we’ve en­joyed see­ing you so low. Or that we feel smug be­cause we’re win­ning at some­thing and you’re los­ing. Re­member that none of us feel that. You may be­come ob­sessed with work­ing out why ex­actly she broke up with you and you are likely to go fully, fully nuts in your bid to find a sat­is­fy­ing an­swer. I can save you a lot of time by let­ting you know that you may well never work it out. And even if you did work it out, what’s the pur­pose of it? Soon enough, some girl is go­ing to be crazy about you for some un­de­fin­able rea­son and you’re not go­ing to be in­ter­ested in her for some un­de­fin­able rea­son. It’s all so ran­dom and un­fair – the peo­ple we want to be with don’t want to be with us and the peo­ple who want to be with us are not the peo­ple we want to be with. Re­ally, the thing that’s go­ing to hurt a lot is the fact that some­one doesn’t want to be with you any more. Feel­ing the ab­sence of some­one’s com­pany and the ab­sence of their love are two dif­fer­ent things. I wish I’d known that ear­lier. I wish I’d known that it isn’t any­body’s job to stay in a re­la­tion­ship they don’t want to be in just so some­one else doesn’t feel bad about them­selves. Any­way. That’s all. You’re go­ing to be okay, mate. Andy

Starting a little over a decade ago, Target began building a vast data warehouse that assigned every shopper an identification code—known internally as the “Guest ID number”—that kept tabs on how each person shopped. When a customer used a Target-issued credit card, handed over a frequent-buyer tag at the register, redeemed a coupon that was mailed to their house, filled out a survey, mailed in a refund, phoned the customer help line, opened an email from Target, visited Target.com, or purchased anything online, the company’s computers took note. A record of each purchase was linked to that shopper’s Guest ID number along with information on everything else they’d ever bought. Also linked to that Guest ID number was demographic information that Target collected or purchased from other firms, including the shopper’s age, whether they were married and had kids, which part of town they lived in, how long it took them to drive to the store, an estimate of how much money they earned, if they’d moved recently, which websites they visited, the credit cards they carried in their wallet, and their home and mobile phone numbers. Target can purchase data that indicates a shopper’s ethnicity, their job history, what magazines they read, if they have ever declared bankruptcy, the year they bought (or lost) their house, where they went to college or graduate school, and whether they prefer certain brands of coffee, toilet paper, cereal, or applesauce. There are data peddlers such as InfiniGraph that “listen” to shoppers’ online conversations on message boards and Internet forums, and track which products people mention favorably. A firm named Rapleaf sells information on shoppers’ political leanings, reading habits, charitable giving, the number of cars they own, and whether they prefer religious news or deals on cigarettes. Other companies analyze photos that consumers post online, cataloging if they are obese or skinny, short or tall, hairy or bald, and what kinds of products they might want to buy as a result.

We develop what some social scientists have termed “ambient awareness” of the lives of those in our social graphs and intuit, Jedi-like, when they’ve been absent from the network. Our vision becomes geared toward looking at how many likes or comments a post has received, and when we open the app or log onto the network’s Web site, our eyes dart toward the spot (the upper righthand corner, in Facebook’s case) where our notifications appear as a number, vermilion bright.

All are well written, and extremely eye-opening. They are:  The Rational Optimist: How Prosperity Evolves, by Matt Ridley Factfulness: Ten Reasons We’re Wrong About the World—and Why Things Are Better Than You Think, by Hans Rosling. The Better Angels of our Nature: Why Violence Has Declined, by Steven Pinker Enlightenment: The Case for Reason, Science, Humanism, and Progress, also by Steven Pinker Abundance: The Future is Better Than you Think, by Peter H. Diamandis and Steven Kotler Of the five, if you could only choose one, I would choose Factfulness, and if you could only choose two, Factfulness and The Rational Optimist. In terms of sheer amount of data, Enlightenment and Factfulness both have endless graphs showing improvements on endless dimensions, with Factfulness being a much easier read for the lay person. These were two new books I read just for this novel, so were not mentioned in Seeker.

A parabola opens at a certain direction, allowing for infinitely many points to reside inside the area from which it opens. As a student, I do not like to specialize in a single discipline; specialization seems unfulfilling in my own mind. Hence, the graph of a straight line is not an appropriate analogy to the depths of my curiosity. A line only goes in one direction, and unlike a parabola, a line cannot encase that infinite amount of white space on a coordinate plane—it can only pass through it. Rather than being like a rigid line, I try to be more open to a wider variety of academic subjects. I do admit—a parabola still opens in a certain direction, and of course, my interests are still skewed toward particular subjects. However, the open curve of the parabola can still encompass infinitely many points as the graph extends, the same way my curiosity can still expand to multiple different subjects. This is why I see myself more in the curvaceous parabola than the rigid line.

Once again he could hear the planet’s joints and lifeblood. Stirrings in the stone. Ancient events. Here, time was like water. The tiniest creatures were his fathers and mothers. The fossils were his children. It made him into remembrance itself. He let his bare palms ricochet upon the walls, drawing in the heat and the cold, the sharp and the smooth. Plunging, galloping, he pawed at the flesh of God. This magnificent rock. This fortress of their being. This was the Word. Earth. Moment by moment, step by step, he felt himself becoming prehistoric. It was a blessed release from human habits. In this vast, capillaried monastery, through these openings and fretted spillways and yawning chthonic fistulae, drinking from pools of water older than mammal life altogether, memory was simply memory. It was not something to be marked on calendars or stored in books or labeled in graphs or drawn on maps. You did not memorize memory any more than you memorized existence. He remembered his way deeper by the taste of the soil and by the drag of air currents that had no cardinal direction. He left behind the cartography of the Holy Land and its entry caves through Jebel el Lawz in the elusive Midian. He forgot the name of the Indian Ocean as he passed beneath it. He felt gold, soft and serpentine, standing from the walls, but no longer recognized it as gold. Time passed, but he gave up counting it. Days? Weeks? He lost his memory even as he gained it.

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Q finally released me, presenting the other package. “This is for you.” His jaw clenched as I held my hands out, accepting the large sketchpad and charcoal pencils. I opened it and couldn’t breathe. Inside, architectural graph paper—the exact kind I used in my university course—glowed fresh and new. My eyes widened. “You remembered what I told you…that first breakfast when you kissed me.” He sat straighter, tension rippling in his body. “I remember everything, esclave. I remember how you smell, how you taste. I remember how you feel inside and how terrified you were when I found you at Lefebvre’s residence. I also know things you haven’t told me. You secretly like what I do to you, you think you hide it, but I know that darkness in your eyes. It feeds me, calls to me.” He fisted the covers, throwing them off me, exposing my body. “Why else do you think I can’t leave you alone?

When he got out of the car to do his business, my mother stared straight ahead. But I turned to watch. There was always something wild and charismatically uncaring about my father’s demeanor in these moments, some mysterious abandonment of his frowning and cogitative state that already meant a lot to me, even though at that age I understood almost nothing about him. Paulie had long ago stopped whispering 'perv' to me for observing him as he relieved himself. She of course, kept her head n her novels. I remember that it was cold that day, and windy but that the sky had been cut from the crackling blue gem field of a late midwestern April. Outside the car, as other families sped past my father stepped to the leeward side of the open door then leaning back from the waist and at the same time forward the ankles. His penis poked out from his zipper for this part, Bernie always stood up at the rear window. My father paused fo a moment rocking slightly while a few indistinct words played on his lips. Then just before his stream stared he tiled back his head as if there were a code written in the sky that allowed the event to begin. This was the moment I waited for, the movement seemed to be a marker of his own private devotion as though despite his unshakable atheism and despite his sour, entirely analytic approach to every affair of life, he nonetheless felt the need to acknowledge the heavens in the regard to this particular function of the body. I don't know perhaps I sensed that he simply enjoyed it in a deep way that I did. It was possible I already recognized that the eye narrowing depth of his physical delight in that moment was relative to that paucity of other delights in his life. But in any case the prayerful uplifting of his cranium always seemed to democratize him for me, to make him for a few minutes at least, a regular man. Bernie let out a bark. ‘’Is he done?’’ asked my mother. I opened my window. ‘’Almost.’’ In fact he was still in the midst. My father peed like a horse. His urine lowed in one great sweeping dream that started suddenly and stopped just as suddenly, a single, winking arc of shimmering clarity that endured for a prodigious interval and then disappeared in an instant, as though the outflow were a solid object—and arch of glittering ice or a thick band of silver—and not (as it actually approximated) a parabolic, dynamically averaged graph of the interesting functions of gravity, air resistance, and initial velocity on a non-viscous fluid, produced and exhibited by a man who’d just consumed more than a gallon of midwestern beer. The flow was as clear as water. When it struck the edge of the gravel shoulder, the sound was like a bed-sheet being ripped. Beneath this high reverberation, he let out a protracted appreciative whistle that culminated in a tunneled gasp, his lips flapping at the close like a trumpeters. In the tiny topsoil, a gap appeared, a wisp entirely unashamed. Bernie bumped about in the cargo bay. My father moved up close to peer through the windshield, zipping his trousers and smiling through the glass at my mother. I realized that the yellow that should have been in his urine was unmistakable now in his eyes. ‘’Thank goodness,’’ my mother said when the car door closed again. ‘’I was getting a little bored in here.

He opened the door and headed into the kitchen. The kitchen table was a mess, done up in Early American Homework. Thomas’s algebra textbook was open to a problem that asked him to complete the square in the quadratic function f given by f(x) = 2x2 – 6x = 4. A number two pencil lay snuggled in the book’s crevice. Sheets of white-with-light-blue-squares graph paper were strewn everywhere. Some of the sheets had fallen to the floor.

Fractals are beautiful to look at when graphed and, thus, had been used in arts and the sciences.  It first appeared in art in the 19th century, at a painting of Mt. Fuji, which shows a great wave that threatens an open boat, wherein the dimension of the wave is the approximation of a circle’s diameter.  This is an example of a natural fractal, way before Felix Hausdorff first presented the theory of the fractal dimension in 1868.[viii]  They are used to incorporate nature into artistic elements and, thus, had been used to highlight pieces of visual arts.  It became well known when genetic programming entered the world in the 20th century, which optimized parameters of what is called “Mandelbrot sets” that are useful in generating certain biomorphs. 

of being a great marketer. Growth hackers are a hybrid of marketer and coder, one who looks at the traditional question of “How do I get customers for my product?” and answers with A/B tests, landing pages, viral factor, email deliverability, and Open Graph. . . . The entire marketing team is being disrupted. Rather than a VP of Marketing with a bunch of non-technical marketers reporting to them, instead growth hackers are engineers leading teams of engineers.1 What the hell is a growth hacker? I thought. How could an engineer ever do my job? But then I added up the combined valuation of the few companies Chen mentioned as case studies—companies that had barely existed a few years ago.

Legislate is a legal technology company founded in Oxford in 2020 which makes it easy for non-lawyers to safely create, manage and search lawyer-approved contracts. Legislate makes contracts machine readable using patented knowledge graph technology so that contracts can be created, managed and searched at scale. By making contracts machine readable, Legislate is enabling a new category of smart, open contracts which know what they contain and how they connect with third party systems and services such as payroll and pensions for example. Legislate is used by fast growing businesses and scale ups to create and track contract data for employment and commercial contract use cases.

Put makes us keep a record of every two-cent stamp we buy. He got me a little pocket notebook, like his, for my birthday, to write down items like subway fares so I can transfer them at night to the budget. We do the accounts every night, before we go to bed. That way, we know where we are every day, and if we spend too much one day, we can economize on the next. All I have to do is look at the graph. Put’s very visual. Tonight I’ll be short a nickel—the one I used to call you. He’ll take me back, step by step, over my day and say, ‘Visualize what you did next,’ till he can locate that nickel. He’s nuts about accuracy.” A brief sigh followed this eulogy, which had caused Helena’s eyebrows to rise in disapproval; she had been given her own bank account at the age of ten and taught to keep her own check stubs. “Let me supply the nickel,” she said, opening her pocketbook.

a slender vinyl attaché case; the kind carried by State Department clerks, computer salesmen, and executive trainees. This, which she opened on her lap, had proved to contain such serious businesslike material as yellow-lined legal pads, ballpoint pens, graph paper, loose-leaf filler books, a cassette recorder, sharpened yellow pencils, and a slide rule. (I have always envied people who know what a slide rule is for. It’s not even the question of how you use it, it’s more basic than that; I am convinced there have been moments in my life which would have been made easier if I had been equipped with a handy slide rule and the mastery of its operation, but I’m so ignorant I don’t even know which moments those were. Never have I said, “Oh, if only I had a slide rule!” though surely there have been times when it was the appropriate thing to say.) But not at the moment for Ms. Scott. She’d taken from the attaché case only one legal pad and one ballpoint pen, then closed

In particular the rules of logic tell us how to create, from the opening arrangement (the list of axioms), new arrangements (called “theorems”).

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The fact that the arrow can't disappear is both a comfort and a worry. It makes Nechtr feel special, true. But from special it's not very far to Alone. Although we all, Mark would know if he bothered to ask J.D. Steelritter, who'd done solipsistic-delusion-fear research back in the halcyon days of singles bars, we all have our little solipsistic delusions. All of us. The truth's all there, too, tracked and graphed in black and white—forgotten, now that fear of disease has superseded fear of retiring alone—sitting in dusty aluminum clipboards in a back archive at J.D. Steelritter Advertising, in Collision, where they're headed. We all have our little solipsistic delusions, ghastly intuitions of utter singularity: that we are the only one in the house who ever fills the ice-cube tray, who unloads the clean dishwasher, who occasionally pees in the shower, whose eyelid twitches on first dates; that only we take casualness terribly seriously; that only we fashion supplication into courtesy; that only we hear the whiny pathos in a dog's yawn, the timeless sigh in the opening of the hermetically-sealed jar, the splattered laugh in the frying egg, the minor-D lament in the vacuum's scream; that only we feel the panic at sunset the rookie kindergartner feels at his mother's retreat. That only we love the only-we. That only we need the only-we. Solipsism binds us together, J.D. knows. That we feel lonely in a crowd; stop not to dwell on what's brought the crowd into being. That we are, always, faces in a crowd.

Thomson’s tidal solution was something like the inverse of Bush’s lawnmower. The surveying machine would read the land’s data of hills and dips and even manhole covers and output a graph; the tide machine invented by Thomson and his brother, which they christened the harmonic analyzer, took a graph as input. The operator stood before a long, open wooden box resting on eight legs, a steel pointer and a hand crank protruding from its innards. With his right hand, he took hold of the pointer and traced a graph of water levels, months’ data on high tides and low; with his left, he steadily turned the crank that turned the oiled gears in the casket. Inside, eleven little cranks rotated at their own speeds, each isolating one of the simple functions that added up to the chaotic tide. At the end, their gauges displayed eleven little numbers—the average water level, the pull of the moon, the pull of the sun, and so on—that together filled in the equation to state the tides. All of it, in principle, could be ground out by human hands on a notepad—but, said Thomson, this was “calculation of so methodical a kind that a machine ought to be found to do it.

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