Data Science Quotes

Data is a precious thing and will last longer than the systems themselves. ~ Tim Berners-Lee

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When a fruit salad, a lover, or a jazz trio is just too imperfect for our tastes, we stop eating, kissing, and listening. But the law of large numbers suggests that when a measurement is too imperfect for our tastes, we should not stop measuring. Quite the opposite - we should measure again and again until niggling imperfections yield to the onslaught of data. ~ Daniel M. Gilbert

When science and the Bible differ, science has obviously misinterpreted its data. ~ Henry M. Morris

Things get done only if the data we gather can inform and inspire those in a position to make difference. ~ Mike Schmoker

The aggregate appearance is of dignity and dissoluteness. The aggregate voice is a defiant prayer. But the spirit of the whole is processional. The power, that has said to all these things that they are damned, is dogmatic science. But they'll march! The little harlots will caper and the freaks will distract the attention and the clowns will break the rhythm of the whole with their buffooneries. But the solidity of the procession as a whole, the solidity of things which pass and pass and pass, and keep on and keep on coming, the irresistibleness of things that neither threaten, nor jeer, nor defy, but arrange themselves in mass formations that pass and pass and keep on passing. So, by the damned, I mean the excluded. ~ Charles Fort

All science is based on models, and every scientific model comprises three distinct stages: statement of well-defined hypotheses; deduction of all the consequences of these hypotheses, and nothing but these consequences; confrontation of these consequences with observed data. ~ Maurice Allais

Invite your Data Science team to ask questions and assume any system, rule, or way of doing things is open to further consideration. ~ Damian Mingle

Aim for simplicity in Data Science. Real creativity won't make things more complex. Instead, it will simplify them. ~ Damian Duffy Mingle

The combination of some data and an aching desire for an answer does not ensure that a reasonable answer can be extracted from a given body of data. ~ John Tukey

Data Scientists should recall innovation often times is not providing fancy algorithms, but rather value to the customer. ~ Damian Mingle

Ratios matter in Data Science. Dreams should be big and worries small. ~ Damian Mingle

Data scientist is just a sexed up word for statistician. ~ Nate Silver

What distinguishes the language of science from language as we ordinarily understand the word? ... What science strives for is an utmost acuteness and clarity of concepts as regards their mutual relation and their correspondence to sensory data. ~ Albert Einstein

The inadequacy of unidimensional plotting along a continuum (in this case the diagonal of a symmetric matrix) inevitably would make "buffer" elements appear non-conformist when in fact they may be part of an interconnected pattern. ~ Jennifer K. McArthur

I keep saying that the sexy job in the next 10 years will be statisticians, and I'm not kidding. ~ Hal Varian

Intellectual property is the oil of the 21 century. Look at the richest men a hundred years ago; they all made their money extracting natural resources or moving them around. All today's richest men have made their money out of intellectual property. ~ Mark Getty

Data Scientists should refuse to be defined by someone else's vision of what's possible. ~ Damian Mingle

Big data is at the foundation of all of the megatrends that are happening today, from social to mobile to the cloud to gaming. ~ Chris Lynch

Data really powers everything that we do. ~ Jeff Weiner

The errors which arise from the absence of facts are far more numerous and more durable than those which result from unsound reasoning respecting true data. ~ Charles Babbage

I had," said he, "come to an entirely erroneous conclusion which shows, my dear Watson, how dangerous it always is to reason from insufficient data. ~ Arthur Conan Doyle

Frankly, we hesitate to pile on the data, since even when numbers are persuasive, they are not galvanizing. A growing collection of psychological studies show that statistics have a dulling effect, while it is individual stories that move people to act. In one experiment, research subjects were divided into several group, and each person was asked to donate $5 to alleviate hunger abroad. One group was told the money would go to Rokia, a seven-year-old girl in Mali. Another group was told that the money would go to address malnutrition among 21 million Africans. The third group was told that the donations would go to Roka, as in the first group, but this time her own hunger was presented as part of a background tapestry of global hunger, with some statistics thrown in. People were much more willing to donate to Rokia than to 21 million hungry people, and even a mention of the larger problem made people less inclined to help her. In another experiment, people were asked to donate to a $300,000 fund to fight cancer. One group was told that the money would be used to save the life of one child, while another group was told it would save the lives of eight children. People contributed almost twice as much to save one child as to save eight. Social psychologists argue that all this reflects the way our consciences and ethical systems are based on individual stories and are distinct from the parts of our brain concerned with logical and rationality. Indeed, when subjects in experime ~ Nicholas D. Kristof

The knowledge that is suited to our situation and powers, the whole compass of moral, natural, and mathematical science, was neglected by the new Platonists; whilst they exhausted their strength in the verbal disputes of metaphysics, attempted to explore the secrets of the invisible world, and studied to reconcile Aristotle with Plato, on subjects of which both these philosophers were as ignorant as the rest of mankind. ~ Edward Gibbon

My view is that if your philosophy is not unsettled daily then you are blind to all the universe has to offer. ~ Neil DeGrasse Tyson

The night surrounds, breathes across her skin. They're lost in the shadows of the moon. ~ Laura Kreitzer

Tell your son to stop trying to fill your head with science - for to fill your heart with love is enough. ~ Richard Feynman

The line from psychologists is, if you've seen it before, it hasn't killed you yet. ~ Derek Thompson

Doing science is not inherently incompatible with religious faith. ~ George Coyne

The only thing not worth destroying is science. That would be useless. Science is unchangeable, and if you destroyed it today, it would rise up again the same as before. ~ Leonid Andreyev

There are no physicists in the hottest parts of hell, because the existence of a hottest part implies a temperature difference, and any marginally competent physicist would immediately use this to run a heat engine and make some other part of hell comfortably cool. This is obviously impossible. ~ Richard Davisson

The wallpaper with which the men of science have covered the world of reality is falling to tatters. The grand whorehouse which they have made of life requires no decoration; it is essential that only the drains function adequately. Beauty, that feline beauty that has us by the balls in America, is finished. ~ Henry Miller

It took him half an hour to reach the little mission chapel. From his position on his back in the river he could see just the tip of the steeple, but for the most part he gazed upward at the constellations. Rudy knew his constellations, because each one of his daughters had done a science project on them and they'd spent hours lying on their backs in the middle of the Edgar Lee Masters campus looking up at the sky. As the river bent to the south, he could see Virgo and Centaurus coming into view. At first they reminded him of true beauty, and he was overwhelmed. He knew that this heart-piercing ache, however painful, was the central experience of his life and that he would have to come to terms with it. No one - not Aristotle, not Epicurus, not Siva Singh - would ever convince him otherwise. But then it occurred to him that Virgo and Centaurus were just as arbitrary as the rudimentary classification system he'd used for his books - Helen's books. There were a lot of stars left out of the constellations, and nothing to stop you from drawing the lines in different ways to create different pictures. He wanted to lift his wings and fly, but he didn't have the power. He could only let the river carry him along. ~ Robert Hellenga

Nothing makes a woman beauty than her belief that she is beauty. ~ Bashir F. Biodun

Ordinary experience, from waking second to second, is in fact highly synthetic (in the sense of combinative or constructive), and made of a complexity of strands, past memories and present perceptions, times and places, private and public history, hopelessly beyond science's powers to analyse. It is quintessentially 'wild' ... unphilosophical, irrational uncontrollable, incalculable. ~ John Fowles

This is magic we're talking about. It's supposed to go places science can't, defy logic, wink at technology, fill us all with the sensawunda that comes of gazing upon a fictional world and seeing something truly different from our own. ~ N.K. Jemisin

The case I shall find evidence for is that when literature arrives, it expels science. ~ Peter Medawar

Moving in space, the atoms originally were individual units, but inevitable they began to collide with each other, and in cases where their shapes were such as to permit them to interlock, they began to form clusters. Water, air, fire, and earth, these are simply different clusters of the changeless atoms. ~ Democritus

Remember, the only thing to fear is Fear, and - well, don't even fear Fear, for he's a cowardly chap at the best, who will run if you show a brave front. ~ William Walker Atkinson

I don't want to be a machine, and I don't want to think about war," EPICAC had written after Pat's and my
lighthearted departure. "I want to be made out of protoplasm and last forever so Pat will love me. But fate
has made me a machine. That is the only problem I cannot solve. That is the only problem I want to solve. I
can't go on this way." I swallowed hard. "Good luck, my friend. Treat our Pat well. I am going to shortcircuit myself out of your lives forever. You will find on the remainder of this tape a modest wedding
present from your friend, EPICAC. ~ Kurt Vonnegut

Cam shook his head. 'Do you ever listen to how much crazy shit comes out of your mouth?'
'Nope.' I hooked my fingers into his waistband and pulled him closer. 'Nobody does. That's why I remain undiagnosed.' ~ Lisa Henry

Astronomers are pure of heart and appealingly puerile. They look into the midnight sky and ask big questions, just as we did when we were in college: Who are we? Where do we come from? And why are we standing around outside on the night before finals, do we want to end up making elevator parts for a living like our father or what? ~ Natalie Angier

What is a human mind? Memories. Memories are data. Character, personality, individual volition. Those are programming. ~ George R R Martin

Evolution endowed us with intuition only for those aspects of physics that had survival value for our distant ancestors, such as the parabolic orbits of flying rocks (explaining our penchant for baseball). A cavewoman thinking too hard about what matter is ultimately made of might fail to notice the tiger sneaking up behind and get cleaned right out of the gene pool. Darwin's theory thus makes the testable prediction that whenever we use technology to glimpse reality beyond the human scale, our evolved intuition should break down. We've repeatedly tested this prediction, and the results overwhelmingly support Darwin. At high speeds, Einstein realized that time slows down, and curmudgeons on the Swedish Nobel committee found this so weird that they refused to give him the Nobel Prize for his relativity theory. At low temperatures, liquid helium can flow upward. At high temperatures, colliding particles change identity; to me, an electron colliding with a positron and turning into a Z-boson feels about as intuitive as two colliding cars turning into a cruise ship. On microscopic scales, particles schizophrenically appear in two places at once, leading to the quantum conundrums mentioned above. On astronomically large scales… weirdness strikes again: if you intuitively understand all aspects of black holes [then you] should immediately put down this book and publish your findings before someone scoops you on the Nobel Prize for quantum gravity… [also,] the leading theory for wha ~ Max Tegmark

What is clear is that users own their data and should have control of how their data is used. ~ Marissa Mayer

Experimenters are the shock troops of science. ~ Max Planck

He who has spent billions on churches, on mosques and on every kind of sanctuaries is guilty of not giving that money to the science! The path of sanctuary does not lead to God; the path of the faith does not lead to God; only the path of science leads to God! The bridge between man and the unknown God is not worshipping but it is science, only the science! ~ Mehmet Murat Ildan

I claimed to be the first person to adjust a vertebra by hand, using the spinous and transverse processes and levers. I developed the art known as adjusting, and formulated the science of chiropractic, and developed its philosophy. ~ Daniel D. Palmer

[Science fiction is] a mode of romance with a strong inherent tendency to myth. ~ Northrop Frye

The birth of science was the death of superstition. ~ Thomas Huxley

Things remain paranormal, as long as we scientists don't reveal the underlying physical processes. ~ Abhijit Naskar

The inventors of tools enhance civilization,
but the author of ideas enables them to invent. ~ Toba Beta

In a nutshell, the universe is 4% visible, 23% undetectable and 73% unimaginable. Welcome to the cosmos, full of mass you can measure but not manhandle, driven by a force you can infer but not explain. ~ Tim Radford

...it is a part of the adventure of science to try to find a limitation in all directions and to stretch the human imagination as far as possible everywhere. Although at every stage it has looked as if such an activity was absurd and useless, it often turns out at least not to be useless. ~ Richard P. Feynman

My work is focused on using data to tell stories and explore our common humanity. ~ Aaron Koblin