Quotes about data (526 quotes, page 3) | Quotes of famous people

“Present-day computers are designed primarily to solve preformulated problems or to process data according to predetermined procedures. The course of the computation may be conditional upon results obtained during the computation, but all the alternatives must be foreseen in advance. … The requirement for preformulation or predetermination is sometimes no great disadvantage. It is often said that programming for a computing machine forces one to think clearly, that it disciplines the thought process. If the user can think his problem through in advance, symbiotic association with a computing machine is not necessary.
However, many problems that can be thought through in advance are very difficult to think through in advance. They would be easier to solve, and they could be solved faster, through an intuitively guided trial-and-error procedure in which the computer cooperated, turning up flaws in the reasoning or revealing unexpected turns in the solution. Other problems simply cannot be formulated without computing-machine aid. … One of the main aims of man-computer symbiosis is to bring the computing machine effectively into the formulative parts of technical problems.
The other main aim is closely related. It is to bring computing machines effectively into processes of thinking that must go on in "real time," time that moves too fast to permit using computers in conventional ways. Imagine trying, for example, to direct a battle with the aid of a computer on such a schedule as this. You formulate your problem today. Tomorrow you spend with a programmer. Next week the computer devotes 5 minutes to assembling your program and 47 seconds to calculating the answer to your problem. You get a sheet of paper 20 feet long, full of numbers that, instead of providing a final solution, only suggest a tactic that should be explored by simulation. Obviously, the battle would be over before the second step in its planning was begun. To think in interaction with a computer in the same way that you think with a colleague whose competence supplements your own will require much tighter coupling between man and machine than is suggested by the example and than is possible today.”

J. C. R. Licklider Man-Computer Symbiosis

Man-Computer Symbiosis, 1960

Way , Error , Imagination , Problem

“I reject the notion that technology is a neutral thing, so I see it as creating new capabilities for humanity. But then, these capabilities can be an object of conflict. And if you analyse p2p technology, it can take different forms. These different forms are the function of the forces which control the technology. For example, in what I call “netarchical capitalism,” that is where you have proprietory platforms, business-owned entities creating p2p front-ends, because they want people to communicate with each other, but they combine it with controlled and hierarchical back-ends, where they control the design and your personal data, so that they are able to sell your attention. So, when we talk about peer-to-peer technology, we have to be very careful, not just look at the structure: computers organised in a peer network, humans organised in a peer network etc., but you have to look at governance and ownership as well.”

Michel Bauwens

Greens and Pirates: in Search of a New Majority for the Commons? https://www.greeneuropeanjournal.eu/greens-and-pirates-in-search-of-a-new-majority-for-the-commons/, interview with Michel Bauwens by Adam Ostolski, Green European Journal, January 2014

People , Communication , Business , Personality

“Finally, empirical data suggests that assets are sold much more slowly during retirement years than when they are accumulated during working years.”

Didier Sornette (1957) French scientist

Source: Why Stock Markets Crash - Critical Events in Complex Systems (2003), Chapter 10, 2050: The End Of The Growth Era?, p. 378.

“By contrast, until proof of the contrary, the carbon-copy allegation against Pushyamitra may very reasonably be dismissed as sectarian propaganda. But a 20th-century Hindu scholar will twist and turn the literary data in order to uphold a sectarian and miracle-based calumny against the Hindu ruler Pushyamitra, and to explain away a sobering testimony about the fanaticism of Ashoka, that great secularist patron of Buddhism. Such is the quality of the "scholarship" deployed to undermine the solid consensus that among the world religions, Hinduism has always been the most tolerant by far.”

Pushyamitra Shunga King of Sunga Dynasty

Elst, K. (2002). Who is a Hindu?: Hindu revivalist views of Animism, Buddhism, Sikhism, and other offshoots of Hinduism.

World , Religion

“Economic theory, in every branch, deals with practical affairs. Its subject is human welfare, and it is never entirely dissociated from the practical question of how human welfare is to be promoted. But it is a special characteristic of the art of central banking that it deals specifically with the task of an authority directly entrusted with the promotion of human welfare. Human welfare, human motives, human behaviour supply material so baffling and elusive that many people are sceptical of the possibility of building a scientific edifice on so shifting a foundation. But however complex the material, and however imperfect the data, there is always an advantage to be gained from systematic thought.”

Ralph George Hawtrey (1879–1975) British economist

Preface
The Art of Central Banking (1932)

People , Art , Motivation , Question

“A person not familiar with all of the special knowledge about a particular instrument should not try to draw too many conclusions from printed data. Such data typically contains certain assumptions about the equipment not necessarily known to outsiders.”

Jerry R. Ehman American astronomer and astrophysicist

The Big Ear Wow! Signal : What We Know and Don't Know About It After 20 Years (1 September 1997); section: Vast Conclusions from "Half-Vast" Data http://www.bigear.org/wow20th.htm

Knowledge , Drawing , Personality

“I'm afraid that I got put off by the kings, queens, christs, disciples, priests, and priestesses who seemed to parade through the psyches of my contemporaries; and by the reincarnational data given by many psychics. It seems that almost everyone has a distinguished reincarnational family tree, blooming with famous historic personages. I've often thought that these purported past lives of fame and grandeur represent more heroic portions of the psyche, buried beneath prosaic life; I was willing to admit their value in reminding a contemporary personality of its own greater abilities and potentials.”

Jane Roberts (1929–1984) American Writer

Source: Psychic Politics: An Aspect Psychology Book (1976), p. 51

Life , Family , Tree , Past

“This paper reviews prior applications of ) between 1977 and 1994. After documenting and characterizing the number of applications over time, we discuss important methodological issues related to structural equation modeling and assess the quality of previous applications in terms of three aspects: issues related to the initial specification of theoretical models of interest; issues related to data screening prior to model estimation and testing; and issues related to the estimation and testing of theoretical models on empirical data. On the basis of our findings, we identify problem areas and suggest avenues for improvement.”

Christian Homburg (1962) German academic

Article abstract
"Applications of structural equation modeling in marketing and consumer research", 1996

Problem , Time

“Mathematics may be compared to a mill of exquisite workmanship, which grinds you stuff of any degree of fineness; but, nevertheless, what you get out depends upon what you put in; and as the grandest mill in the world will not extract wheat-flour from peascod, so pages of formulae will not get a definite result out of loose data.”

Thomas Henry Huxley (1825–1895) English biologist and comparative anatomist

"Geological Reform", Quarterly Journal of the Geological Society of London, Vol. 25 (1869); as reprinted in Huxley, Discourses, Biological and Geological essays (1909), pp. 335–336
1860s

World , Mathematics , Dependency

“90 percent of all problems can be solved by using the techniques of data stratification, histograms, and control charts. Among the causes of nonconformance, only one-fifth or less are attributable to the workers.”

Kaoru Ishikawa (1915–1989) Japanese business theorist

Kaoru Ishikawa, as cited in:The Quality Management Journal. Vol. 1 (1993), p. 89

Problem

“I approached the problem of utility measurement in 1923 during a stay in Paris. There were three objects I had in view :
:(I) To point out the choice axioms that are implied when we think of utility as a quantity, and to define utility in a rigorous way by starting from a set of such axioms;
:(II) To develop a method of measuring utility statistically;
:(III) To apply the method to actual data.
The results of my study along these lines are contained in a paper “Sur un Problème d’Économic Pure”, published in the Series Norsk Matematisk Forenings Skrifter, Serie I, Nr 16, 1926. In this paper, the axiomatics are worked out so far as the static utility concept is concerned. The method of measurement developed is the method of isoquants, which is also outlined in Section 4 below. The statistical data to which the method was applied were sales and price statistics collected by the “Union des Coopérateurs Parisien”. From these data I constructed what I believe can be considered the marginal utility curve of money for the “average” member of the group of people forming the customers of the union. To my knowledge, this is the first marginal utility curve of money ever published.”

Ragnar Frisch (1895–1973) Norwegian economist

Frisch (1932) New Methods of Measuring Marginal Utility. Mohr, Tübingen. p. 2-3: Quoted in: Dagsvik, John K., Steinar Strøm, and Zhiyang Jia. " A stochastic model for the utility of income http://www.ssb.no/a/publikasjoner/pdf/DP/dp358.pdf." (2003).
1930s

Money , People , Way , Knowledge

“The existence of matter and energy in the universe did not require the violation of energy conservation at the assumed creation. In fact, the data strongly support the hypothesis that no such miracle occurred. If we regard such a miracle as predicted by the creator hypothesis, then the prediction is not confirmed.”

Victor J. Stenger book God: The Failed Hypothesis

Source: God: The Failed Hypothesis (2007), Chapter 4: 'Cosmic Evidence', p.117

Support , Universe

“Yet the only empirical data we have about how people conduct war and behave under its stresses is our experience with it in the past, however much we have to make adjustments for subsequent changes in conditions.”

Bernard Brodie (1910–1978) American nuclear strategist

1976

War , People , Change , Past

“…git actually has a simple design, with stable and reasonably well-documented data structures. In fact, I'm a huge proponent of designing your code around the data, rather than the other way around, and I think it's one of the reasons git has been fairly successful […] I will, in fact, claim that the difference between a bad programmer and a good one is whether he considers his code or his data structures more important. Bad programmers worry about the code. Good programmers worry about data structures and their relationships.”

Linus Torvalds (1969) Finnish-American software engineer and hacker

Message to Git mailing list, Torvalds, Linus, 2006-06-27, 2006-08-28 http://lwn.net/Articles/193245/,
2000s, 2006

Way , Thinking , Success

“The summer before, Mr. Ford told me to block off the experimental room for Joe Galamb, a momentous event occurred which would affect the entire automotive industry. The first heat of vanadium steel in the country was poured at the United Steel Company's plant in Canton, Ohio.
Early that year we had several visits from J. Kent Smith, a noted English metallurgist from a country which had been in the forefront of steel development…
Ford, Wills, and I listened to him and examined his data. We had already read about this English vanadium steel. It had a tensile strength nearly three times that of steels we were using, but we'd never seen it. Smith demonstrated its toughness and showed that despite its strength it could be machined more easily than plain steel. Immediately Mr. Ford sensed the great possibilities of this shock-resisting steel. "Charlie," he said to me after Smith left, "this means entirely new design requirements, and we can get a better, lighter, and cheaper car as a result of it."”

Charles E. Sorensen (1881–1968) American businessman

Source: My Forty Years with Ford, 1956, p. 98 ; As cited in: EyeWitness to History (2005)

Cars , Sense , Time , Reading

“Donald J. Trump is calling for a total and complete shutdown of Muslims entering the United States until our country’s representatives can figure out what is going on… According to Pew Research, among others, there is great hatred towards Americans by large segments of the Muslim population. Most recently, a poll from the Center for Security Policy released data showing “25% of those polled agreed that violence against Americans here in the United States is justified as a part of the global jihad” and 51% of those polled, “agreed that Muslims in America should have the choice of being governed according to Shariah.” Shariah authorizes such atrocities as murder against non-believers who won’t convert, beheadings and more unthinkable acts that pose great harm to Americans, especially women.”

Donald J. Trump (1946) 45th President of the United States of America

Statement on Preventing Muslim Immigration https://www.donaldjtrump.com/press-releases/donald-j.-trump-statement-on-preventing-muslim-immigration (2015)
2010s, 2015

Women , Parting , Country

“This implicit denigration of objectivity, and of the way science is done, irritates me immensely. It privileges anecdotes over data, “lived experience” over objective tests, and confirmation bias over uncomfortable truths. But that is the way that many humanities scholars, corrupted by postmodernism, have operated. Denying or denigrating an objective search for truth, they’re free to say whatever they want, or “discover” whatever they find ideologically convenient.”

Jerry Coyne (1949) American biologist

" Feminist geography at Dartmouth https://whyevolutionistrue.wordpress.com/2018/04/02/feminist-geography-at-dartmouth/" April 2, 2018

Truth , Way , Search , Science

“… our inherent assumption is that you convince people with rational arguments. But all the data shows that most people are not influenced by rational arguments. They're influenced by social pressure. … That's just the human condition, and we just have to acknowledge it and accept it.”

Steven Novella (1964) American neurologist, skepticist

SGU Podcast #254, May 26th, 2010 http://www.theskepticsguide.org/podcast/sgu/254
The Skeptics' Guide to the Universe, Podcast, 2010s

People

“Advances in technology won’t be as significant as they have been in the past, most games won’t be materially improved by simulating every drop of water in the pond you are wading through. More resources can be profitably spent to make the creation process easier. How things will play out with respect to connectivity and where the data resides and processing takes place is still a very interesting question. The overlap and convergence between desktop computers, consoles, laptops, handheld gaming devices, and cell phones is also interesting. It is all still quite exciting.”

John D. Carmack (1970) American computer programmer, engineer, and businessman

Quoted in Brad Cook, "John Carmack: Making the Magic Happen" http://www.apple.com/games/articles/2009/02/johncarmack/ Apple.com

Game , Question , Water , Past

“Because of the variables and the complexity of their interaction, the data assembled by descriptive musicology yield relatively few observable regularities.”

Leonard B. Meyer (1918–2007) American composer and philosopher

"Universalism and Relativism in the Study of Ethnic music", Ethnomusicology 4, no. 2:49-54 (1960); reprinted in Reading in Ethnomusicology, p. 270-71.

“Not greatly to my surprise—indeed I predicted it—the satellite crashed on take-off because the last thing they [NASA] want is real world hard data.”

Christopher Monckton (1952) British public speaker and hereditary peer

Attributed by Adam Morton http://www.theage.com.au/environment/climate-change/climate-sceptic-clouds-the-weather-issue-20100201-n8y3.html, reporting in The Age, about a speaking engagement in which Lord Monckton implied that NASA had sabotaged a Taurus rocket in order to prevent the Orbiting Carbon Observatory from reaching space.
Attributed

World

“To adequately understand evolution, you not only have to understand how to be scientific, (which is the real trick for most people) but you also have to know something about cellular biology, genetics, and anatomy, geology, particularly paleontology, as well as environmental systems, tectonics, atomic chemistry, and especially taxonomy, which most people don’t know squat about at all. Most people who accept evolution also tend to know a whole lot about cosmology, geography, history, sociology, politics, and of course, religion. But to believe in creationism, you don’t have to know anything about anything, and its better if you don’t! Because creationism relies on ignorance. It is not honest research! It is a scam, a con job exploiting the common folk, and preying on their deepest beliefs and fears. Creationist apologetics depends on misrepresented data and misquoted authorities, out-of-date and out-of-context, and uses distorted definitions if it uses definitions at all.”

Aron Ra (1962) Aron Ra is an atheist activist and the host of the Ra-Men Podcast

"1st Foundational Falsehood of Creationism" https://www.youtube.com/watch?v=KnJX68ELbAY, Youtube (November 11, 2007)
Youtube, Foundational Falsehoods of Creationism

People , Fear , Religion , History

“The mingling of object and image in collage, of given fact and conscious artifice, corresponds to the illusion-producing processes of contemporary civilization. In advertisements, news stories, films, and political campaigns, lumps of unassailable data are implanted in preconceived formats in order to make the entire fabrication credible. Documents waved at hearings by Joseph McCarthy to substantiate his fictive accusations were a version of collage, as is the corpse of Lenin, inserted by Stalin into the Moscow mausoleum to authenticate his own contrived ideology. Twentieth-century fictions are rarely made up of the whole cloth, perhaps because the public has been trained to have faith in "information."”

Harold Rosenberg (1906–1978) American writer and art critic

Collage is the primary formula of the aesthetics of mystification developed in our time.
Source: Art on the Edge, (1975), p. 178, "Collage: Philosophy of Put-Togethers"

Faith , Time , Training , Clothes

“Naturally, the next question was: “How accurate is the nuclear data you used in your calculation?” As only Edward Teller is capable of doing, he replied, with a smirk-smile going from ear to ear: “Well, it’s possible that the data might be off by a factor of ten.” Which way, he didn’t profess to know, but I suspect that much of the audience didn’t sleep too well that night. (If you’re beginning to worry that you might not be sleeping too well from now on, I have to tell you that as it turned out, after careful nuclear measurements and detailed calculations were made, we were safe by far more than a factor of ten. It simply couldn’t happen.)”

Samuel T. Cohen (1921–2010) American physicist

F*** You! Mr. President: Confessions of the Father of the Neutron Bomb (2006)

Smile , Way , Question , Nature

“Do parallel universes exist? We don't know, uhm parallel universes are losing favor to the multiverse we have some cogent theoretical expectations that our universe might be just one of many spawned from this, sort of, this hyper-dimensional medium which we'll call the multiverse there's no data to support it but we have good theoretical premise to think that it's there and we have philosophical precedent we used to think Earth was special and unique. It wasn't, we got 8.. 9.. 8 planet we thought the Sun was special it's one of a hundred billion suns, the galaxy's special, no there's a hundred billion galaxies we have one universe or do we? The track record said why should there only be one? be open to the possibility that you don't live in the majority [looking? ] universe that's out there Would a separate universe.. when you say "different universe" slightly different laws of physics which (that's what I'm asking) oh this is the fun part because if you find, if you manage to get a portal to another universe don't be the first one to volunteer to go through because your atoms are working in this universe if a slightly different law of physics.. you could implode, explode come out with three heads who knows?”

Neil deGrasse Tyson (1958) American astrophysicist and science communicator

Neil deGrasse Tyson Stephen Colbert Interviews Neil deGrasse Tyson at Montclair Kimberley Academy - 2010-Jan-29 http://transcriptvids.com/v/YXh9RQCvxmg.html
2010s

Law , Support , Thinking , Universe

“This study partitions the total variance in rate of return among FTC Line of Business reporting units into industry factors (whatever their nature), time factors, factors associated with the corporate parent, and business-specific factors. Whereas Schmalensee (1985) reported that industry factors were the strongest, corporate and market share effects being extremely weak, this study distinguishes between stable and fluctuating effects and reaches markedly different conclusions. The data reveal negligible corporate effects, small stable industry effects, and very large stable business-unit effects. These results imply that the most important sources of economic rents are business-specific; industry membership is a much less important source and corporate parentage is quite unimportant.”

Richard Rumelt (1942) American economist

Source: "How Much Does Industry Matter?", 1991, p. 167; Abstract

Business , Nature , Parent , Study

“For the theory-practice iteration to work, the scientist must be, as it were, mentally ambidextrous; fascinated equally on the one hand by possible meanings, theories, and tentative models to be induced from data and the practical reality of the real world, and on the other with the factual implications deducible from tentative theories, models and hypotheses.”

George E. P. Box (1919–2013) British statistician

Source: Science and Statistics (1976), p. 792

World , Reality

“The key issue is whether Jesus really did return from the dead and thus authenticate his claim to being the unique Son of God. As a skeptic, I was shocked to find that the historical evidence for the resurrection is so solid. We have, for instance, a report of the resurrection that goes back to within months of the death of Jesus, which is like a news flash in ancient history. This is historical gold! Whereas much of what we know from ancient history is derived from one or two sources, we have no fewer than nine ancient sources, inside and outside the New Testament, corroborating the disciples’ conviction that they encountered the resurrected Jesus. That’s an avalanche of data. I was thoroughly stunned by the quantity and quality of the evidence for Christ.”

Lee Strobel (1952) American writer

The Case for Christ: An Interview with Lee Strobel https://www.biblegateway.com/blog/2016/09/the-case-for-christ-an-interview-with-lee-strobel/ (September 7, 2016)

Death , God , History , Christ

“Enterprise architecture is the organizing logic for business processes and IT infrastructure reflecting the integration and standardization requirements of a company's operation model… The key to effective enterprise architecture is to identify the processes, data, technology, and customer interfaces that take the operating model from vision to reality.”

Jeanne W. Ross (1958) American computer scientist

Source: Enterprise architecture as strategy, 2006, p. 47

Business , Reality

“I have experienced time and again people dismissing the data because they think MOND is wrong, so I am very consciously drawing a red line between the theory and the data.”

Stacy McGaugh (1964) American astronomer

as quoted in [Cooper, Keith, Correlation between galaxy rotation and visible matter puzzles astronomers, 7 October 2016, physicsworld.com, http://physicsworld.com/cws/article/news/2016/oct/07/correlation-between-galaxy-rotation-and-visible-matter-puzzles-astronomers]

People , Thinking , Time , Drawing

“An innovative discussion of building empirical models and the fitting of surfaces to data. Introduces the general philosophy of response surface methodology, and details least squares for response surface work, factorial designs at two levels, fitting second-order models, adequacy of estimation and the use of transformation, occurrence and elucidation of ridge systems, and more. Some results are presented for the first time. Includes real-life exercises, nearly all with solutions.”

George E. P. Box (1919–2013) British statistician

Introduction, book summary
Empirical Model-Building and Response Surfaces (1987)

Life , Exercises , Time

“Suppose that the organism is given the problem of determining the analysis of a stimulus at a certain level of representation- e. g., the problem of determining which sequence of words a given utterance encodes. Since, in the general case, transducer outputs underdetermine perceptual analyses, we can think of the solution of such problems as involving processes of non-demonstrative inference. In particular, we can think of each input system as a computational mechanism which projects and confirms a certain class of hypotheses on the basis of a certain body of data.”

Jerry Fodor (1935–2017) American philosopher

Source: Modularity of Mind (1983), p. 126, partly cited in: Meredith Williams (2002) Wittgenstein, Mind, and Meaning: Toward a Social Conception of Mind. p. 104. Quote about the direction of information flow in perceptual and observer analysis.

Problem , Thinking

“Whether the influence of increasing returns on trade and geography is rising or falling, one thing is clear: much was learned from the intellectual revolution that brought increasing returns into the heart of how we think about the world economy. It wasn't just that economists could make sense of previously puzzling data, we found ourselves able to see things that had previously been in an intellectual blind spot. Many people contributed to this process of enlightenment; I'm proud to have been a part of the journey.”

Paul Krugman (1953) American economist

"The Increasing Returns Revolution in Trade and Geography", The American Economic Review (Jun., 2009)

People , World , Thinking , Sense

“For those who want to develop or use semantical methods, the decisive question is not the alleged ontological question of the existence of abstract entities but rather the question whether the rise of abstract linguistic forms or, in technical terms, the use of variables beyond those for things (or phenomenal data), is expedient and fruitful for the purposes for which semantical analyses are made, viz. the analysis, interpretation, clarification, or construction of languages of communication, especially languages of science.”

Rudolf Carnap (1891–1970) German philosopher

Source: Empiricism, Semantics, and Ontology (1950), Ch. 5. Conclusion

Communication , Question , Decision , Science

“We're basically a vegetarian species and should be eating a wide variety of plant foods and minimizing our intake of animal foods. … Usually, the first thing a country does in the course of economic development is to introduce a lot of livestock. Our data are showing that this is not a very smart move, and the Chinese are listening. They're realizing that animal-based agriculture is not the way to go. … Ironically, osteoporosis tends to occur in countries where calcium intake is highest and most of it comes from protein-rich dairy products. The Chinese data indicate that people need less calcium than we think and can get adequate amounts from vegetables.”

T. Colin Campbell (1934) American biochemist

Reported in "Huge Study Of Diet Indicts Fat And Meat" http://www.nytimes.com/1990/05/08/science/huge-study-of-diet-indicts-fat-and-meat.html?pagewanted=2 by Jane Brody, in The New York Times (8 May 1990), p. 2.

People , Food , Way , Thinking

“Data itself can be thought of as an energetic phenomenon that links us in our capacity as knowing subjects to an external physical world.”

Max Boisot (1943–2011) British academic and educator

Source: Information Space, 1995, p. 22

World

“That is to say that every single book will be magnetized, will be ordered under complicated mathematical clusters, by related subjects, and semantic markers. You will state your questions, or the subject you are interested in, and the computer will find the books for you. Instataneous retrieval brings with it enormous changes in our relation to the history of a subject, because there is a cut-off point in all these systems beond which the previous books are no longer relevant. They have been adequately subsumed in the later ones. You have a completely different way of organsing knowledge—an immensely efficient and in many ways powerfully logical way, but which blocks the essential motion of the hand reaching along a shelf and stumbling on what it did not know was there. When these great knowledge and data-banks, as they are called, are operative there will come a whole change in the way the human mind and eye live with books.”

George Steiner (1929–2020) American writer

Do Books Matter? (ed. Brian Baumfield), ISBN 0705700143, p. 28.
Do Books Matter?

Books , Way , History , Mathematics

“[Neoinstitutional Economics…] theory has made an indispensable contribution in recent times to advances of understanding in this area. But it seems to me that in the economics of institutions theory is now outstripping empirical research to an excessive extent. No doubt the same could be said of other fields in economics, but there is a particular point about this one. Theoretical modelling may or may not be more difficult in this field than in others, but empirical work is confronted by a special difficulty. Because economic institutions are complex, they do not lend themselves easily to quantitative measurement. Even in the respects in which they do, the data very often are not routinely collected by national statistical offices. As a result, the statistical approach which has become the bread and butter of applied economics is not straightforwardly applicable. Examples of it do exist, the literature on the economics of slavery being perhaps the most fully developed - not surprisingly because slavery is an institution that is sharply defined. But to a large extent the empirical literature has consisted of case-studies which are interesting but not necessarily representative, together with a certain amount on legal court cases, which are almost certainly not representative. Is this the best we can do? There is a challenge here on the empirical side to economists to see what is the best way forward.”

R. C. O. Matthews (1927–2010) British economist

Way , Literature , Understanding , Study

“Euclid's manner of exposition, progressing relentlessly from the data to the unknown and from the hypothesis to the conclusion, is perfect for checking the argument in detail but far from being perfect for making understandable the main line of the argument.”

George Pólya book How to Solve It

Source: How to Solve It (1945), p. 70

Understanding , Perfection

“This is a remote location, far from any possible landing sites. It is therefore with deep sadness and regret that I must inform you that, according to this new data, flight MH370 ended in the southern Indian Ocean”

Najib Razak (1953) Malaysian politician

Quoted on BBC News, "Flight MH370 'crashed in south Indian Ocean' - Malaysia PM" http://www.bbc.com/news/world-asia-26716572, March 24, 2014.

Sadness

“Object-oriented programming languages support encapsulation, thereby improving the ability of software to be reused, refined, tested, maintained, and extended. The full benefit of this support can only be realized if encapsulation is maximized during the design process.
We argue that design practices which take a data-driven approach fail to maximize encapsulation because they focus too quickly on the implementation of objects. We propose an alternative object-oriented design method which takes a responsibility-driven approach. We show how such an approach can increase the encapsulation by deferring implementation issues until a later stage.”

Rebecca Wirfs-Brock (1953) American software engineer

Source: Object-oriented design: a responsibility-driven approach (1989), p. 71: Abstract

Support

“On Tuesday, Mark Zuckerberg was in the hot seat. Cameras surrounded him. The energy in the room – and on Twitter – was electric. At last, the reluctant CEO is made to answer some questions! Except it failed. It was designed to fail. It was a show designed to get Zuckerberg off the hook after only a few hours in Washington DC. It was a show that gave the pretense of a hearing without a real hearing. It was designed to deflect and confuse. … The worst moments of the hearing for us, as citizens, were when senators asked if Zuckerberg would support legislation that would regulate Facebook. I don’t care whether Zuckerberg supports Honest Ads or privacy laws or GDPR. By asking him if he would support legislation, the senators elevated him to a kind of co-equal philosopher king whose view on Facebook regulation carried special weight. It shouldn’t. Facebook is a known behemoth corporate monopoly. It has exposed at least 87 million people’s data, enabled foreign propaganda and perpetuated discrimination. We shouldn’t be begging for Facebook’s endorsement of laws, or for Mark Zuckerberg’s promises of self-regulation. We should treat him as a danger to democracy and demand our senators get a real hearing.”

Zephyr Teachout (1971) American academic, political activist and candidate

Mark Zuckerberg's Facebook hearing was an utter sham https://www.theguardian.com/commentisfree/2018/apr/11/mark-zuckerbergs-facebook-hearing-sham?CMP=fb_gu (11 April 2018), The Guardian.

People , Law , Democracy , Question

“In the original discovery of a proposition of practical utility, by deduction from general principles and from experimental data, a complex algebraical investigation is often not merely useful, but indispensable; but in expounding such a proposition as a part of practical science, and applying it to practical purposes, simplicity is of the importance:—and… the more thoroughly a scientific man has studied higher mathematics, the more fully does he become aware of this truth—and… the better qualified does he become to free the exposition and application of principles from mathematical intricacy.”

William John Macquorn Rankine (1820–1872) civil engineer

p, 125
"On the Harmony of Theory and Practice in Mechanics" (Jan. 3, 1856)

Truth , Mathematics , Study , Science

“[…] Perhaps the easiest way to convince yourself is by scanning the literature of soft psychology over the last 30 years and noticing what happens to theories. Most of them suffer the fate that General MacArthur ascribed to old generals—They never die, they just slowly fade away. In the developed sciences, theories tend either to become widely accepted and built into the larger edifice of well-tested human knowledge or else they suffer destruction in the face of recalcitrant facts and are abandoned, perhaps regretfully as a “nice try.” But in fields like personology and social psychology, this seems not to happen. There is a period of enthusiasm about a new theory, a period of attempted application to several fact domains, a period of disillusionment as the negative data come in, a growing bafflement about inconsistent and unreplicable empirical results, multiple resort to ad hoc excuses, and then finally people just sort of lose interest in the thing and pursue other endeavors.”

Paul E. Meehl (1920–2003) American psychologist

Theoretical Risks and Tabular Asterisks: Sir Karl, Sir Ronald, and the Slow Progress of Soft Psychology (1978)

Fate , People , Way , Literature

“The coordination of information technology management presents a challenge to firms with dispersed IT practices. Decentralization may bring flexibility and fast response to changing business needs, as well as other benefits, but decentralization also makes systems integration difficult, presents a barrier to standardization, and acts as a disincentive toward achieving economies of scale. As a result, there is a need to balance the decentralization of IT management to business units with some centralized planning for technology, data, and human resources.
Here we explore three major mechanisms for facilitating inter-unit coordination of IT management: structural design approaches, functional coordination modes, and computer-based communication systems. We define these various mechanisms and their interrelationships, and we discuss the relative costs and benefits associated with alternative coordination approaches.
To illustrate the cost-benefit tradeoffs of coordination approaches, we present a case study in which computer-based communication systems were used to support team-based coordination of IT management across dispersed business units. Our analysis reveals possibilities for future approaches to IT coordination in large, dispersed organizations.”

Gerardine DeSanctis (1954–2005) American organizational theorist

Gerardine DeSanctis and Brad M. Jackson (1994) "Coordination of information technology management: Team-based structures and computer-based communication systems." Journal of Management Information Systems Vol 10 (4). p. 85-110. Abstract

Communication , Business , Support , Study

“The Large Hadron Collider (LHC) is a discovery machine. We are actually looking to make discoveries. So, I think that’s the name of the game. As the data come in, the emphasis will be on the high statistical significance of the statements that we make at the end of the programme – we are half way through the LHC programme today and so [there is] another 10-15 years to go. The name of the game is actually to retrieve all the physics that is at this special energy scale of the LHC. There is some magic, I think, about this energy scale.”

Tejinder Virdee (1952) British physicist

"Discovery machine; Interview with Dr. Jim Virdee," 2010

Way , Game , Thinking

“Good communication is not just data transfer. You need to show people something that addresses their anxieties, that accepts their anger, that is credible in a very gut-level sense, and that evokes faith in the vision.”

John P. Kotter (1947) author of The heart of Change

Step 4, p. 84
The Heart of Change, (2002)

People , Faith , Communication , Sense

“For Pollock, the fact that […] have written about Ayodhya, Mount Meru, Ganga, etc., in multiple locations is dumbfounding and irrational….. I propose a different interpretation of the same data. As per our tradition, the conceptual space of Hindus can be replicated and localized easily. The Hindu metaphysics of immanence leads to the decentralization of sacred geography…. This is why people in south India substitute their local rivers for Ganga for ritualist purposes; there is a town called Ayodhya in Thailand; the cognitive landscape of people in Java started to include Mount Meru as a local place, and so on.”

Rajiv Malhotra book The Battle for Sanskrit

The Battle for Sanskrit (2016)

People

“You will discover definite correlations that exist between the incidence of precognitive dreams and data having to do with the temperature and weather.”

Jane Roberts (1929–1984) American Writer

Source: Seth, Dreams & Projections of Consciousness, (1986), p. 273, quoting from Session 212

Dreams , Weather

“During the past three decades numerous empirical studies of economic behavior have been carried out and their theoretical foundation has been clarified. There was a rapid development and articulation of data, theory, and methodology. A new discipline of behavioral economics was emerging [which] consists of the empirical investigations of the behavior of businessmen and consumers in one country in one time. Generalizations about economic behavior emerge gradually by comparing behavior observed under different circumstances.”

George Katona (1901–1981) American psychologist

George Katona, and James N. Morgan (1980). Essays on behavioral economics. Univ of Michigan Survey Research. p. 3

Behavior , Study , Time , Past

“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 On the Economy of Machinery and Manufactures

Source: On the Economy of Machinery and Manufactures, 1832/1841, p. 156. Ch. 17 "Of Price as Measured by Money"

Error

“I shall present as certain only those data corroborated by exhaustive research, or by my own personal investigations, as I am not untraveled for a bookish man. Wherever doubt exists, I shall unambiguously state its degree and nature, along with whatever grounds I may have for preferring one hypothesis over another. If, despite all I have said, the reader disdains such honest ambiguity, and stubbornly prefers the unequivocal assertiveness to be found in factitious travelogues penned by raffish “explorers,” or in the specious “natural histories” compiled by crapulous and unprincipled hacks who have never left their squalid lofts in Scrivener’s Row, then there is nothing further I can do, and I leave him, with apologies, to his deception.”

Michael Shea book Nifft the Lean

Prologue (p. 10)
Nifft the Lean (1982)

History , Nature , Personality

“When I look at large foundations making multimillion-dollar decisions while keeping their data and reasoning "confidential" – all I see is a gigantic pile of the most unbelievably mind-blowing arrogance of all time. I'm serious.”

Holden Karnofsky (1981) American nonprofit executive

In "Transparency, measurement, humility" https://blog.givewell.org/2007/12/27/transparency-measurement-humility/, December 2007; see "Some Thoughts on Public Discourse" http://effective-altruism.com/ea/17o/some_thoughts_on_public_discourse/ for an update to Karnofsky's thoughts

Decision , Time

“I found out later that, NSA had approached the telecommunications companies in February of 2001, this is 8 months before 9/11 asking for all the customer data, that is the billing data on phone calls made from US citizens to other US citizens. In fact, the entire customer set. So, and that's fundamentally what they did after 9/11, here they were asking 8 months before. And what that meant to me was that this was the design from the beginning that management had made the plans to spy on the United States and people in the United States even before 9/11. Ok, then, when 9/11 occurred, that was the pure excuse for them to go in and say, 'now, telecoms, we really need the data now, to be able to do this to be, to protect the United States from terrorism.”

William Binney former U.S. intelligence official and cryptoanalyst; whistleblower

and that was simply false to begin with. We had no problem at all identifying these people from the beginning."
source: William Binney - 'The Government is Profiling You' - video lecture at MIT https://www.youtube.com/watch?v=qB3KR8fWNh0

People , Problem , Falseness

“Anecdotal data is not incidental to theory development at all, but an essential part of it”

Henry Mintzberg (1939) Canadian busines theorist

Source: Managers Not MBAs (2005), p. 362

Parting

“Data is transformed into graphics to understand. A map, a diagram are documents to be interrogated. But understanding means integrating all of the data. In order to do this it’s necessary to reduce it to a small number of elementary data. This is the objective of the “data treatment” be it graphic or mathematic.”

Jacques Bertin (1918–2010) French geographer and cartographer

About the true value of graphics
Interview with Jacques Bertin (2003)

Mathematics , Understanding

“The results of this study are presented under three general headings. The first, and most extensive, section consists of data relating to the factors that lead to positive and negative attitudes toward the job. It will be recalled that the major question this study set out to investigate was whether different kinds of factors were responsible for bringing about job satisfaction and job dissatisfaction.”

Frederick Herzberg (1923–2000) American psychologist

Source: The motivation to work, 1959, p. 57

Question , Study

“For the intimate fusion of touch, temperature and sometimes also taste and smell sensations into a single unified total impression raises the question of whether we do not have here Gestalt qualities which are built up upon a foundation belonging to several sensory regions. As can easily be recognized, it is just as possible that a complex of, say, touch and temperature sensations should provide the foundation for a Gestalt quality as should a complex of sound sensations. Indeed no a priori objection can be raised even against the idea that there should exist sound-colour-Gestalten spanning the data of the senses of sound and vision as something like a bridge - even though we do not believe that we can detect anything of this sort in sensation.”

Christian von Ehrenfels (1859–1932) Austrian philosopher

Source: "On Gestalt Qualities," 1890, p. 97

Idea , Question , Sense

“The Entertainment Industry on Planet Earth had decided that in order to acquire Layer 7 Data Security, it was necessary to lock up layers 2, 3, 4, 5, and 6 so that no technological progress could occur without their permission. This was known by the IT Industry and the Consumer Electronics Industry on the planet to be offensive nonsense, but there was no counterweight to it, and there was no organised consumer dissent sufficient to require them to stand up for technical merit and their own right to run their own businesses without dictation from companies a tenth their size. Not surprisingly, since it is part of the role we play in this political power concentrated in poverty, humility, and sanctity, we brought them to a consensus they were unable to bring themselves to - which is represented in the license by a rule which fundamentally says "If you want to experiment with locking down layer below 7 in the pursuit of data networks inside businesses that keep the business's data at home, you may do so freely, we have no objection - not only do we have no objection to you doing it, we've no objection to your using our parts to do it with. But when you use our parts to build machines which control peoples' daily lives - which provide them with education and culture, build devices which are modifiable by them to the same extent that they're modifiable by you. That's all we want. If you can modify the device after you give it to them, then they must be able to modify the device after you give it to them - that's a price for using our parts. That's a deal which has been accepted.”

Eben Moglen (1959) American law professor and free software advocate

Talk titled The Global Software Industry in Transformation: After GPLv3, Edinburgh, Scotland, June 26, 2007 http://www.archive.org/details/EbenMoglenLectureEdinburghJune2007text.

People , Education , Home , Business

“The conjuror or con man is a very good provider of information. He supplies lots of data, by inference or direct statement, but it's false data. Scientists aren't used to that scenario. An electron or a galaxy is not capricious, nor deceptive; but a human can be either or both.”

James Randi (1928) Canadian-American stage magician and scientific skeptic

Swift, 2 September 2005, "Another New Fan" http://www.randi.org/jr/2006-10/100620sentient.html#i7

Falseness

“Capitalism did not defeat communism because capitalism was more ethical, because individual liberties are sacred or because God was angry with the heathen communists. Rather, capitalism won the Cold War because distributed data processing works better than centralised data processing, at least in periods of accelerating technological change. The central committee of the Communist Party just could not deal with the rapidly changing world of the late twentieth century. When all data is accumulated in one secret bunker, and all important decisions are taken by a group of elderly apparatchiks, they can produce nuclear bombs by the cartload, but not an Apple or a Wikipedia.”

Yuval Noah Harari book Homo Deus: A Brief History of Tomorrow

Homo Deus: A Brief History of Tomorrow

God , War , Secret , World

“There is no direct observational evidence for the curvature [of space], the only directly observed data being the mean density and the expansion, which latter proves that the actual universe corresponds to the non-statical case. It is therefore clear that from the direct data of observation we can derive neither the sign nor that value of the curvature, and the question arises whether it is possible to represent the observed facts without introducing the curvature at all. Historically the term containing the 'cosmological constant λ' was introduced into the field equations in order to enable us to account theoretically for the existence of a finite mean density in a static universe. It now appears that in the dynamical case this end can be reached without the introduction of λ.”

Willem de Sitter (1872–1934) Dutch cosmologist

Joint memoir with Einstein (1932) as quoted by Gerald James Whitrow, The Structure of the Universe: An Introduction to Cosmology (1949)

Question , Universe , Appearance

“To an outsider, the most significant innovation in the global warming controversy is the overt reliance that is being placed on models. Back in the days of nuclear winter, computer models were invoked to add weight to a conclusion: “These results are derived with the help of a computer model.” But now, large-scale computer models are seen as generating data in themselves. No longer are models judged by how well they reproduce data from the real world—increasingly, models provide the data. As if they were themselves a reality. And indeed they are, when we are projecting forward.”

Michael Crichton (1942–2008) American author, screenwriter, film producer

Aliens Cause Global Warming (2003)

World , Reality , Winter , Help

“The existence of exotic dark matter particles outside the standard model of particle physics constitutes a central hypothesis of the current standard model of cosmology (SMoC). Using a wide range of observational data I outline why this hypothesis cannot be correct for the real Universe.”

Pavel Kroupa (1963) Australian astrophysicist

[Pavel Kroupa, 2014, Lessons from the Local Group (and beyond) on dark matter, arXiv.org, http://arxiv.org/abs/1409.6302]

Universe

“Have the climate models been successful in predicting anything? They, of course, predict substantial global warming. This is not surprising given the expressed belief of some of the model builders in the global warming hypothesis and the many parameters in the model that need to be introduced. However, the models also predict unambiguously that the atmosphere is warming faster than the surface of the earth; but all the available observational data unambiguously shows the opposite! Truth in science is always determined from observational facts. One finds the truth by making a hypothesis and comparing observations with the hypothesis. It is absolutely essential that one should be neutral and not fall in love with the hypothesis. If the facts are contrary to any predictions, then the hypothesis is wrong no matter how appealing. "Truth by Assertion" is not science.”

David Douglass

http://www.gravett.org/bizarrescience/archives/003967.html
Letter to the Wall Street Journal

Love , Truth , Science , Success

“It is common to think of statistical graphics and data visualization as relatively modern developments in statistics. In fact, the graphic representation of quantitative information has deep roots. These roots reach into the histories of the earliest map-making and visual depiction, and later into thematic cartography, statistics and statistical graphics, medicine, and other fields. Along the way, developments in technologies (printing, reproduction) mathematical theory and practice, and empirical observation and recording, enabled the wider use of graphics and new advances in form and content.”

Michael Friendly (1945) American psychologist

Michael Friendly. " A brief history of data visualization http://www.datavis.ca/papers/hbook.pdf at datavis.ca, March 21, 2006.

Way , History , Mathematics , Thinking

“The past is relevant only as data.”

Richard K. Morgan book Altered Carbon

Source: Altered Carbon (2002), Chapter 18 (p. 242)

Past

“Since the revelations of NSA surveillance and mass data collection, Leiderman has consistently referred to this as the “tin foil age.” It is a reference to the days when if someone thought the government was spying on them they would be seen as crazy – the kind of person that would wear a tin foil hat to combat the government surveillance. Now that we are all aware that our government is collecting mass data on so many people, we don’t think the tin foil hat wearing people were quite so crazy [sort of], hence “the tin foil age.””

Jay Leiderman (1971) lawyer

As stated on the Jay Leiderman Law Blog December 11, 2014 http://jayleiderman.com/blog/jay-leiderman-quoted-part-10-tin-foil-as-reality/

People , Age , Thinking , Personality

“[T]he astronomical data give the number N of nebulae counted out to a given inferred "distance" d, and in order to determine the curvature… we must express N, or equivalently V, to which it is assumed proportional, in terms of d. …from the second of formulae (3) and… (4)… to the approximation here adopted, 5)V = \frac{4}{3} \pi d^2 (1 + \frac{3}{10} K d^2 + …);…plotting N against… d and comparing… with the formula (5), it should be possible operationally to determine the "curvature" K.”

Howard P. Robertson (1903–1961) American mathematician and physicist

Geometry as a Branch of Physics (1949)

“We struggle to manage complexity every day. We follow intricate diets to lose weight, juggle multiple remotes to operate our home entertainment systems, face proliferating data at the office, and hack through thickets of regulation at tax time. But complexity isn’t destiny. Sull and Eisenhardt argue there’s a better way: By developing a few simple yet effective rules, you can tackle even the most complex problems.
Simple rules are a hands-on tool to achieve some of our most pressing personal and professional objectives, from overcoming insomnia to becoming a better manager or a smarter investor. Simple rules can help solve some of our most urgent social challenges from setting interest rates at the Federal Reserve to protecting endangered marine wildlife along California’s coast.”

Kathleen M. Eisenhardt American economist

Book abstract
Simple Rules, 2015

Way , Home , Problem , Time

“The same past data can confirm a theory and its exact opposite! If you survive until tomorrow, it could mean that either a) you are more likely to be immortal or b) that you are closer to death.”

Nassim Nicholas Taleb (1960) Lebanese-American essayist, scholar, statistician, former trader and risk analyst

Source: The Black Swan: The Impact of the Highly Improbable (2007), p. 185

Death , Past

“The inherent nature of complexity is to doubt certainty and any pretense to finite and flawless data. Put another way, under uncertainty principles, any attempt by political systems to ‘impose order’ has an equal chance to instead ‘impose disorder.”

L. K. Samuels (1951) American writer

Source: In Defense of Chaos: The Chaology of Politics, Economics and Human Action, (2013), p. 227

Way , Nature , Chance

“The tension felt in the modern world between those who look at the confluence of neuroscientific data, historical data, and other information illuminating our past and those who simply accept received wisdom as their guide in life is real and profound. Yet it may not be as divisive as one would think. It appears that all of us share the same moral networks and systems, and we all respond in similar ways to similar issues. The only thing different, then, is not our behavior but our theories about why we respond the way we do. It seems to me that understanding that our theories are the source of all our conflicts would go a long way in helping people with different belief systems to get along.”

Michael S. Gazzaniga (1939) American neuroscientist

The Ethical Brain (2005)

Life , Wisdom , People , World

“The spirit and outlook of 'Sankhya' will be universal, but its form and content must necessarily be, to some extent, regional. We shall keep the special needs of India in view without, however, restricting the scope of the journal in any way. We shall naturally devote closer attention to the collection and analysis of data relating to India, but we shall try to study all Indian questions in relation to world problems…. The study of modern statistical methods in its infancy in our country, and we do not expect to be able to achieve immediate results. We shall be satisfied if we can help by our humble efforts to lay the foundations for future work.”

Prasanta Chandra Mahalanobis (1893–1972) Indian scientist

His editorial in his Journal the Sankhya cited in Prasanta Chandra Mahalanobis, 14 December 2013, School of Mathematics and Statistics University of St Andrews, Scotland http://www-history.mcs.st-and.ac.uk/Biographies/Mahalanobis.html,
Quote

World , Way , Question , Nature

“I do not claim that intelligence, however defined, has no genetic basis—I regard it as trivially true, uninteresting, and unimportant that it does. The expression of any trait represents a complex interaction of heredity and environment. [… A] specific claim purporting to demonstrate a mean genetic deficiency in the intelligence of American blacks rests upon no new facts whatever and can cite no valid data in its support. It is just as likely that blacks have a genetic advantage over whites. And, either way, it doesn't matter a damn. An individual can't be judged by his group mean.”

Stephen Jay Gould book Ever Since Darwin

"Racist Arguments and IQ", pp. 246–47
Ever Since Darwin (1977)

Way , Intelligence , Support

“If you use conventional data compression on the [human brain's] genome, you get about 23 million bytes (a small fraction of the size of Microsoft Word), which is a level of complexity we can handle.”

Ray Kurzweil (1948) Author, scientist, inventor, and futurist

"The Singularity," The New Humanists: Science at the Edge (2003)

“…we know instantly whenever anyone touches our data—and who touched it. That’s the best one can hope for in a technologically advanced society.”

Daniel Suarez book Freedom™

Source: Freedom™ (2010), Chapter 5: Getting with the Program, Character: Laney Price

Hope

“The object of this paper is fivefold. The first objective is to derive a practical system of demand equations which possess properties usually considered desirable from the standpoint of elementary economic theory. The second is to consider the statistical problems involved in applying the system of equations. The third is to analyse the pattern of demand for consumers' goods in terms of this system on the basis of annual data relating to the United Kingdom over the years 1920-38. The fourth is to compare the results of this system, and systems like it, with the actual state of demand in 1900. Finally, the fifth is to compare the post-war structure of demand with what might be expected from the inter-war relationshipp under free-market condition.”

Richard Stone (1913–1991) British economist, Nobel Memorial Prize winner

Stone, Richard. " Linear expenditure systems and demand analysis: an application to the pattern of British demand http://www.jstor.org/discover/10.2307/2227743?uid=3738736&uid=2&uid=4&sid=21104302232953." The Economic Journal (1954): 511-527.

War , Problem

“The men in the laboratory… cannot be said to observe the actual objects of their curiosity at all. …The sense data on which the propositions of modern science rest are, for the most part, little photographic spots and blurs, or inky curved lines on paper. …What is directly observable is only a sign of the "physical fact"; it requires interpretation to yield scientific propositions.”

Susanne K. Langer book Philosophy in a New Key

Philosophy in a New Key (1942)

Men , Sense , Science , Parting

“Prior work has shown an association between diversification strategy and profitability. This paper replicates that association using more recent and complete data and goes on to investigate the sources of the association. Theoretical arguments are advanced which predict the association which will remain once the effects of varying industry profitability are removed. Empirical tests verify this prediction and permit the discrimination between the effects of industry and diversification strategy on profitability.”

Richard Rumelt (1942) American economist

Source: "Diversity and Profitability", 1982, p. 359; Abstract

“Space is not the vague and undetermined medium which Kant imagined; if purely and absolutely homogeneous, it would be of no use, and could not be grasped by the mind. Spatial representation consists essentially in a primary coordination of the data of sensuous experience. But this coordination would be impossible if the parts of space were qualitatively equivalent, if they were really interchangeable.”

Émile Durkheim book The Elementary Forms of the Religious Life

Source: The Elementary Forms of the Religious Life, 1912, p. 10

Imagination , Parting

“Science fiction writers thought it would be possible. H. G. Wells, Jules Verne, and other authors found ways to get people to the moon. But none of those writers foresaw any possibility of the lunar explorers being able to communicate with Earth, transmit data, position information, or transmit moving pictures of what they saw back to Earth. The authors foresaw my part of the adventure, but your part was beyond their comprehension.”

Neil Armstrong (1930–2012) American astronaut; first person to walk on the moon

40th anniversary of the Apollo 11 landing (2009)

People , Way , Communication , Science

“Over the period covered by these data, a drastic change has occurred in the responsibilities undertaken by the state to provide assistance to the aged, unemployed and otherwise dependent. This change has had divergent results on the particular data under discussion. The availability of assistance from the state would clearly tend to reduce the need for private reserves and so to reduce private saving—it is equivalent, in terms of our hypothesis, to a reduction in the variance of transitory components.”

Milton Friedman (1912–2006) American economist, statistician, and writer

A Theory of the Consumption Function (1957)

Age , Change , Dependency

“The truth is that what really needs fixing is something only a few, like President Obama, are willing to speak about, perhaps because it is so daunting a task. Through the “My Brother’s Keeper” initiative, the President is addressing the disproportionate challenges faced by young men of color. For instance, data shows that the percentage of young men not working or not enrolled in school is nearly twice as high for blacks as it is for whites. This initiative, and others like it, is about doing the hard work to grow drug-resistant and violence-resistant kids, especially in communities of color, so they never become part of that officer’s life experience.”

James Comey (1960) American lawyer and the seventh director of the Federal Bureau of Investigation (FBI)

2010s, Hard Truths: Law Enforcement (2015)

Life , Men , Truth , School

“It is not unreasonable nor derogatory to the attributes of Omnipotence, to imagine that some general laws may be observed in the creation of new worlds; and if man could witness the birth of such worlds, he might reason by induction upon the origin of his own. But in the absence of such data, an attempt has been made to fancy some analogy between the agents now employed to destroy, renovate, and perpetually vary the earth's surface, and those whereby the first chaotic mass was formed, and brought by supposed nascent energy from the embryo to the habitable state.”

Charles Lyell book Principles of Geology

Chpt.2, p. 13
Principles of Geology (1832), Vol. 1

World , Law , Imagination , Birth

“This snoopers charter has no place in a modern democracy - it undermines our fundamental rights online. The bulk collection of everyone's internet browsing data is disproportionate, creates a security nightmare for the ISPs who must store the data - and rides roughshod over our right to privacy. Meanwhile, the bulk hacking powers in the Bill risk making the internet less safe for everyone”

Tim Berners-Lee (1955) British computer scientist, inventor of the World Wide Web

'Snoopers law creates security nightmare' http://www.bbc.co.uk/news/technology-38134560 (29th November 2016)

Democracy

““Global warming” refers to the global-average temperature increase that has been observed over the last one hundred years or more. But to many politicians and the public, the term carries the implication that mankind is responsible for that warming. This website describes evidence from my group’s government-funded research that suggests global warming is mostly natural, and that the climate system is quite insensitive to humanity’s greenhouse gas emissions and aerosol pollution. Believe it or not, very little research has ever been funded to search for natural mechanisms of warming…it has simply been assumed that global warming is manmade. This assumption is rather easy for scientists since we do not have enough accurate global data for a long enough period of time to see whether there are natural warming mechanisms at work.”

Roy Spencer (1955) American meteorologist

Global Warming: Natural or Manmade? http://www.drroyspencer.com/global-warming-natural-or-manmade/

Search , Nature , Time

“Four years ago, when the first edition of this book was written, information retrieval was beginning to crystallize out as a unified discipline. The process has gone further today. Several other books… have also offered a general survey, although each has contributed its own special emphasis. Many conferences on the subject have been held, and a constant stream of new articles has appeared, both in documentation journals and in those in the data processing field.
Information retrieval is now recognized as a discipline, and further advances in theory are being made, What I described in the first edition as the key operation in retrieval — the subject description of documents — is being explored theoretically and experimentally, although we are still a long way from reducing this operation to rule (Chapter 3). There has been less new work on the design of descriptor languages, although ideas on the display of descriptor relations through thesauri and 'semantic maps' have been developed (Chapter 4). Access to files has been examined, particularly by those experienced in data processing.”

Brian Campbell Vickery (1918–2009) British information theorist

Preface to second edition (1965). p. v.
On Retrieval System Theory (1961)

Books , Way , Idea , Appearance

“We receive data through five portals, five windows; the house of human consciousness has but five windows. Do you imagine that we will ever perceive all through these five windows? Do you imagine that that which is most important can ever be seen? How do you describe the most important things that have ever happened to you? The moment you knew you loved her: Can you reassemble that magnetic pull with the Lego of light and language? The moment you heard he’d died—can you define it, calcify it, crystallize it, make it live again, or is it at best a kind of taxidermy that language can provide? A stuffed dead effigy with cold unseeing eyes. And Jupiter revolves. And the moon watches, the moon you saw as a child, the moon that hung in the sky when Christ was crucified, the crescent moon, like a tear in heaven as the Prophet heard Allah.”

Russell Brand book Revolution

Revolution (2014)

Love , Imagination , Tear , Light

“When Physicists speak of "beauty" in their theories, they really mean that their theory possesses at least two essential features: 1. A unifying symmetry 2. The ability to explain vast amounts of experimental data with the most economical mathematical expressions.”

Michio Kaku book Hyperspace

Source: Hyperspace (1995), Ch.5 Quantum Heresy

Beauty , Mathematics

“The current cosmological paradigm, the cold dark matter model with a cosmological constant, requires that the mass-energy of the Universe be dominated by invisible components: dark matter and dark energy. An alternative to these dark components is that the law of gravity be modified on the relevant scales. A test of these ideas is provided by the baryonic Tully-Fisher relation (BTFR), an empirical relation between the observed mass of a galaxy and its rotation velocity. Here, I report a test using gas rich galaxies for which both axes of the BTFR can be measured independently of the theories being tested and without the systematic uncertainty in stellar mass that affects the same test with star dominated spirals. The data fall precisely where predicted a priori by the modified Newtonian dynamics.”

Stacy McGaugh Novel Test of Modified Newtonian Dynamics with Gas Rich Galaxies

[21 March 2011, Novel test of modified Newtonian dynamics with gas rich galaxies, Physical Review Letters, 106, 12, 121303, 10.1103/PhysRevLett.106.121303]

Law , Star , Idea , Universe

“Russia does not have in its possession any trustworthy data that supports the existence of nuclear weapons or any weapons of mass destruction in Iraq and we have not received any such information from our partners as yet.”

Vladimir Putin (1952) President of Russia, former Prime Minister

News conference http://www.guardian.co.uk/Iraq/Story/0,2763,810093,00.html with then British Prime Minister Tony Blair, October 2002.
2000 - 2005

Support

“I view the work I've done related to statistics and economics as roughly speaking, how to do something without having to do everything. So economic models -- how any model by definition isn't right. When someone just says, 'Oh, your model is wrong.' That's not much of an insight. What you want to know is, is wrong in important ways or wrong in ways that are less relevant? And you want to know what does the data really say about the model?”

Lars Peter Hansen (1952) American economist

Source: David Brancaccio (2013) " Nobel Prize in Economics winner Lars Peter Hansen on imperfect models http://www.marketplace.org/topics/economy/nobel-prize-economics-winner-lars-peter-hansen-imperfect-models" at marketplace.org.

Way

“Without complete and accurate data, we are left with 'ideological thunderbolts'. And that helps spark unrest and distrust and does not help us get better. Because we must get better, I intend for the FBI to be a leader in urging departments around this country to give us the facts we need for an informed discussion, the facts all of us need, to help us make sound policy and sound decisions with that information.”

James Comey (1960) American lawyer and the seventh director of the Federal Bureau of Investigation (FBI)

2010s, Hard Truths: Law Enforcement (2015)

Decision , Help , Country

“Business System Planning (BSP) and Business Information Control Study (BICS) are two information system planning study methodologies that specifically employ enterprise analysis techniques in the course of their analysis. Underlying the BSP and BICS analysis are the data management problems that result from systems design approaches that optimize the management of technology at the expense of managing the data.”

John Zachman (1934) American computer scientist

Source: Business Systems Planning and Business Information Control Study: A comparison, 1982, p. 31

Optimism , Business , Problem , Study

“Too often we forget that genius, too, depends upon the data within its reach, that even Archimedes could not have devised Edison's inventions. We also forget that genius is not genius all the time, although it is superior all the time.”

Ernest Dimnet (1866–1954) French writer

Source: The Art of Thinking (1928), p. 169

Time , Dependency , Forgetting

“Encapsulation is the key to increasing the value of such software metrics as reusability, refinability, testability, maintainability, and extensibility. Object-oriented languages provide a number of mechanisms for improving encapsulation, but it is during the design phase that the greatest leverage can be realized.
The data-driven approach to object-oriented design focuses on the structure of the data in a system. This results in the incorporation of structural information in the definitions of classes. Doing so violates encapsulation.
The responsibility-driven approach emphasizes the encapsulation of both the structure and behavior of objects. By focusing on the contractual responsibilities of a class, the designer is able to postpone implementation considerations until the implementation phase.
While responsibility-driven design is not the only technique addressing this problem, most other techniques attempt to enforce encapsulation during the implementation phase. This is too late in the software life-cycle to achieve maximum benefits.”

Rebecca Wirfs-Brock (1953) American software engineer

Source: Object-oriented design: a responsibility-driven approach (1989), p. 75: Conclusion

Life , Behavior , Problem

“Birth order effects are like those things that you think you see out of the corner of your eye but that disappear when you look at them closely. They do keep turning up but only because people keep looking for them and keep analyzing and reanalyzing their data until they find them.”

Judith Rich Harris book The Nurture Assumption

The Nurture Assumption, chapter 2, p.42 http://books.google.com/books?id=-uKBJRMJBjcC&pg=PA42&dq=%22Birth+order+effects+are+like+those+things+that+you+think+you+see%22&hl=en&ei=KIjcTfOlH6nn0QGpgs3QDw&sa=X&oi=book_result&ct=result&resnum=1&ved=0CCwQ6AEwAA#v=onepage&q&f=false

People , Birth , Thinking

“A long standing prediction (Milgrom 1983) of MOND is that rotating galaxy curves will fall on a single mass-velocity relation with slope 4: Mb \propto Vf4. This prediction is realized in multiple independent data sets. Gas rich galaxies fall where predicted by MOND with no free parameters. There are not many predictions in extragalactic astronomy that fare so well a quarter century after their publication. … a physical understanding for why galaxy formation in the context of ΛCDM should pick out the particular phenomenology predicted a priori by MOND remains wanting.”

Stacy McGaugh (1964) American astronomer

[Stacy McGaugh, 2011, The Baryonic Tully-Fisher Relation of Gas-Rich Galaxies as a Test of ΛCDM and MOND, p. 16, ApJ, http://arxiv.org/abs/1107.2934]

Understanding

“The key to artificial intelligence has always been the representation. You and I are streaming data engines.”

Jeff Hawkins (1957) American entrepreneur and neuroscientist; founder of Palm Computing

The New York Times: Jeff Hawkins Develops a Brainy Big Data Company https://bits.blogs.nytimes.com/2012/11/28/jeff-hawkins-develops-a-brainy-big-data-company/ (28 November 2012)

Intelligence

Quotes about data page 3

Quotes about data
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