Quotes & Sayings About Data

The teacher can seldom afford to miss the questions: What is the unknown? What are the data? What is the condition? The student should consider the principal parts of the problem attentively, repeatedly, and from from various sides. — George Polya

For his part, Mendeleev scanned Lecoq de Boisbaudran's data on gallium and told the experimentalist, with no justification, that he must have measured something wrong, because the density and weight of gallium differed from Mendeleev's predictions. This betrays a flabbergasting amount of gall, but as science philosopher-historian Eric Scerri put it, Mendeleev always "was willing to bend nature to fit his grand philosophical scheme." The only difference between Mendeleev and crackpottery is that Mendeleev was right: Lecoq de Boisbaudran soon retracted his data and published results that corroborated Mendeleev's predictions. — Sam Kean

There's a whole company called Palantir that does nothing but derive and create algorithms riches to search through big data. We're not using their capabilities. For heaven's sake, some of this is just ineptitude. — Carly Fiorina

Marketers use big data profiling to predict who is about to get pregnant, who is likely to buy a new car, and who is about to change sexual orientations. That's how they know what ads to send to whom. The NSA, meanwhile, wants to know who is likely to commit an act of terrorism - and for this, they need us. — Douglas Rushkoff

We saw that our customers required help beyond the data sets they had and that they could benefit from a wider opinion. So we built SurveyMonkey Audience, and we've now got 4 million users who signed up to take surveys. Our clients can choose the demographic they want to hear from, and we can provide that sample. — Dave Goldberg

Graphic designers are idea embalmers, loving undertakers preserving bits of data like to many butterflies pinned to felt in a jewel box. — Paul Saffo

The Quantified Self movement argues that the self is nothing but mathematical patterns. These patterns are so complex that the human mind has no chance of understanding them. So if you wish to obey the old adage and know thyself, you should not waste your time on philosophy, meditation or psychoanalysis, but rather you should systematically collect biometric data and allow algorithms to analyse them for you and tell you who your are and what you should do. — Yuval Noah Harari

All data are filtered, observation is necessarily 'theory-laden'. — Norwood Russell Hanson

The weather records of the U.S.A. are the best kept and most accessible in the world, thanks to consistent government/military taxpayer support. There are longer European data sets, but the U.S.A. data is enough to forecast major extreme events. — Piers Corbyn

By comparison, the Integrated Human model of human nature, in addition to the two elements of our previous model, includes: A conscious analytic system, known as the slow brain (where logic resides) A subconscious intuitive system, or fast brain The full range of motivational drives (of which the drive to acquire is only one) Basic ideas of moral behavior, or moral intuitions Distinguishing characteristics, or personality traits Together, these elements of our nature provide all of the fundamental functions necessary for living life as a complete, Integrated Human - and they are the springboard for the development of leadership character. As our research data has shown, the ability to leverage all of these areas influence leadership's ability to achieve positive organizational outcomes. — Fred Kiel

Social media has given companies access to unprecedented amounts of information on client behavior and preferences - so-called Big Data. But making sense of it all and turning it into actionable policy has been elusive. — Ryan Holmes

Reaction is just that - an action you have taken before. When you "re-act," what you do is assess the incoming data, search your memory bank for the same or nearly the same experience, and act the way you did before. This is all the work of the mind, not of your soul. — Neale Donald Walsch

A masterly analysis of how political interests, economic circumstances, development strategies, and local history have shaped what are surprisingly different versions of the welfare state across the developing world. The authors combine fine-grained country analyses with intelligent use of data, and explain and extend the theory and literature on the modern welfare state. The book is both scholarly and readable. — Nancy Birdsall

There's a mountain of information about us. I mean there's so much. Anyway, I'm not an intelligence person. But I just look at it and it's a mountain of data. — Tim Cook

annually. It will tell the investor how to use the data — Kenneth Eade

The data-processing system invented by the Sumerians is called 'writing'. — Yuval Noah Harari

Daily life is an ongoing adaptation process of imprinting our memory's storage center with useful data and the ceaseless expurgation of undesirable facts, exfoliation of destructive thoughts, and weeding out annoying emotional quirks that seemingly sprout out of thin air. — Kilroy J. Oldster

Data matters. It's the very essence of what we care about. Personal data is not equivalent to a real person - it's much better. It takes no space, costs almost nothing to maintain, lasts forever, and is far easier to replicate and transport. Data is worth more than its weight in gold - certainly so, since data weighs nothing; it has no mass. Data about a person is not as valuable as the person, but since the data is so much cheaper to manage, it's a far better investment. Alexis Madrigal, senior editor at The Atlantic, points out that a user's data can be purchased for about half a cent, but the average user's value to the Internet advertising ecosystem is estimated at $1,200 per year. Data's value - its power, its meaning - is the very thing that also makes it sensitive. The more data, the more power. The more powerful the data, the more sensitive. So the tension we're feeling is unavoidable. — Eric Siegel

Rule 1. Original data should be presented in a way that will preserve the evidence in the original data for all the predictions assumed to be useful. — Walter A. Shewhart

It's time to wake up to the fact that you're just another avatar in someone else's MMO. Worse: From where they stand, all-powerful Big Data analysts that they are, you look an awful lot like a bot. — Raph Koster

More than a building that houses books and data, the library has always been a window to a larger world
a place where we've always come to discover big ideas and profound concepts that help move the American story forward ...
Libraries remind us that truth isn't about who yells the loudest, but who has the right information. Because even as we're the most religious of people, America's innovative genius has always been preserved because we also have a deep faith in facts.
And so the moment we persuade a child, any child, to cross that threshold into a library, we've changed their lives forever, and for the better. This is an enormous force for good. — Barack Obama

The average American household's income declined for a second year in a row, the data from the Bureau of Labor Statistics show, down 0.9 percent to $64,432. The wealthiest fifth of Americans were an exception: Their incomes increased by 0.9 percent. Among the poorest fifth, incomes fell 3.5 percent. Taking taxes into account, — Anonymous

APIs extend the reach of your software and data; SOA accelerates it through proven patterns. — Anonymous

There are many types of economic data, but the type considered by Rob Engle and myself is know as time series. — Clive Granger

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

What's needed now are software technologies that interconnect computing systems, people and data to produce more rapid answers to the questions of science, and to help researchers use computation in the most effective manner. — Bob Muglia

Our ability to do great things with data will make a real difference in every aspect of our lives. — Jennifer Pahlka

While the official productivity data look impressive, alternative measures that are equally reasonable show a much more subdued picture. — Jan Hatzius

In the United States there's an optimistic expectation that most people will remain faithful to their partner, but actual data show great numbers of people will not. — Aziz Ansari

There is good news in the data the strongest support for priests is to be found among the younger generation. — Andrew Greeley

It's only because the data force us into corners that we are inspired to create the highly counterintuitive structures that form the basis for modern physics. — Sean Carroll

Every company has big data in its future and every company will eventually be in the data business. — Thomas H. Davenport

If employees need to stay late in order to curry favor with the boss, what motivation do they have to get work done during normal business hours? After all, they can put in the requisite 'face time' whether they are surfing the Internet or analyzing customer data. — Robert Pozen

There's a strand of the data viz world that argues that everything could be a bar chart. That's possibly true but also possibly a world without joy. — Amanda Cox

Lots of data gets collected through the latest technology today, and not all of it is about people's consumer preferences. — Lisa Randall

The data says that with the poor, a little money can buy a lot of happiness. If you're rich, a lot of money can buy you a little more happiness. But in both cases, money does it. — Daniel Gilbert

I read so much data. There's so much information that comes my way. And there's got to be a way for me to delegate more. — Terry J. Lundgren

Big data is transitioning from a tool primarily for targeted advertising to an instrument with profound applications for diverse corporate sectors and for addressing chronic social problems. — Alec J. Ross

I find more and more executives less and less well informed about the outside world, if only because they believe that the data on the computer printouts are ipso facto information. — Peter Drucker

Daymark asks the right question. So we get it right the first time. We didn't want to overbuy or underbuy. They understood our business and our data. Daymark knew exactly which models we should order - not too much, not too little. — Mike Michaud

One person's data is another person's noise. — K.C. Cole

Object-oriented languages use the paradigm of classes. In simplest terms, a class includes both data and the functions to operate on that data. You can create an instance of a class, also called an object, which will have all the data members and functionality of its class. Because of this, you can think of a class as being like a template, with each object being a specific instance of a particular type of class. For example, suppose you have a very simple class called Person, which has three fields (a data member is called a field in Java) and one method (a function is called a method in Java). The following code illustrates creating a simple class. For example, the first thing inside the beginning brace ({) is a constructor, a special kind of method that creates an instance of a class and sets its fields with their initial values. — Suresh Basandra

Beyond our perceptional distortions, there is a problem with logic itself. How can someone have no clue yet be able to hold a set of perfectly sound and coherent viewpoints that match the observations and abide by every single possible rule of logic? Consider that two people can hold incompatible beliefs based on the exact same data. Does this mean that there are possible families of explanations and that each of these can be equally perfect and sound? Certainly not. One may have a million ways to explain things, but the true explanation is unique, whether or not it is within our reach. — Nassim Nicholas Taleb

We just kind of relied on written scouting reports through the eighties and even the early nineties. I've really been amazed by some of the data that's out there, especially with regards to tendencies of hitters, and certainly tendencies of pitchers as well. I would have loved to have gotten that data when I played. — David Cone

Illusions are fabrications of fragmented data designed to appease the soul and entice the flesh. Even in the real world we're surrounded by illusions. Like false advertising and misrepresentations by people. Visual just created a world not so different from our own. Where such illusions are fulfilled and enjoyed vicariously." Spiral explained. — Jill Thrussell

Others point to data showing that even as toddlers, 40 percent of American two-year-olds watch TV for at least three hours a day - hours they are not interacting with people who can help them learn to get along better. The more TV they watch, the more unruly they are by school age. — Daniel Goleman

Google controls two-thirds of the US search market. Almost three-quarters of all Internet users have Facebook accounts. Amazon controls about 30% of the US book market, and 70% of the e-book market. Comcast owns about 25% of the US broadband market. These companies have enormous power and control over us simply because of their economic position. They all collect and use our data to increase their market dominance and profitability. When eBay first started, it was easy for buyers and sellers to communicate outside of the eBay system because people's e-mail addresses were largely public. In 2001, eBay started hiding e-mail addresses; in 2011, it banned e-mail addresses and links in listings; and in 2012, it banned them from user-to-user communications. All of these moves served to position eBay as a powerful intermediary by making it harder for buyers and sellers to take a relationship established inside of eBay and move it outside of eBay. — Bruce Schneier

Intuited novels are far more 'true' than all your scribbled data-fact reportage in the history of the world! — Ray Bradbury

Please be careful of becoming so immersed and engrossed in pixels, texting, ear buds, Twittering, online social networking, and potentially addictive uses of media and the Internet that you fail to recognize the importance of your physical body and miss the richness of person-to-person communication. Beware of the digital displays and data in many forms of computer-mediated interaction that can displace the full range of physical capacity and experience. — David A. Bednar

By analyzing data from Greenwich Observatory in the period 1836-1953, John A. Eddy [Harvard-Smithsonian Center for Astrophysics and High Altitude Observatory in Boulder] and Aram A. Boornazian [mathematician with S. Ross and Co. in Boston] have found evidence that the sun has been contracting about 0.1% per century during that time, corresponding to a shrinkage rate of about 5 feet per hour. And digging deep into historical records, Eddy has found 400-year-old eclipse observations that are consistent with such a shrinkage. — Jonathan Sarfati

Confusion and clutter are failures of design, not attributes of information. And so the point is to find design strategies that reveal detail and complexity - rather than to fault the data for an excess of complication. Or, worse, to fault viewers for a lack of understanding. — Edward Tufte

NAEP data show beyond question that test scores in reading and math have improved for almost every group of students over the past two decades; slowly and steadily in the case of reading, dramatically in the case of mathematics. Students know more and can do more in these two basic skills subjects now than they could twenty or forty years ago... So the next time you hear someone say that the system is "broken," that American students aren't as well educated as they used to be, that our schools are failing, tell that person the facts. — Diane Ravitch

One moment it was a calculating machine, attempting dispassionately to keep up with the gouts of data. And then awash in those gouts, something metal twitched and a patter of valves sounded that had not been instructed by those numbers. A loop of data was self-generated by the analytical engine. The processor reflected on its creation in a hiss of high-pressure steam. One moment it was a calculating machine. The next, it thought. — China Mieville

In Shara's estimation, lists form one half of the heart of intelligence, the second half being patience. Most espionage work, after all, is a matter of collecting data and categorizing it: who belongs to which group, and why; where are they now, and how are we sure, and do we have someone else in the region; and now that we have cataloged those groups, what threat level should they be categorized under; and so on, and so on, and so on. — Robert Jackson Bennett

There is a shirt company that is making sensors that go into your clothing. They will watch how you sit, run or ski and give data on that information. — Robert Scoble

One thing that's really interesting is not only the magnitude of the recent immigration into this country, but also its distribution and its investment in the country. About 9.3 percent of the population is now foreign-born [announced by the Census Bureau at over 10 percent a few days later]. What's really surprising is how well distributed those population groups are. Historically, we see new immigrants primarily on the coast and in a few big cities. I think the data are going to show a much wider distribution of the new population groups than we've experienced historically. — Kenneth Prewitt

If Senator Rubio were doing his job and in Congress more, he might know that the program [phone records of a potential terrorist cause] continues. It's been ongoing for the last six months. So the Paris tragedy, this tragedy happened while we were still doing bulk collection, all bulk collection. Also in France, they have a program a thousand-fold more invasive, collecting all of the data of all of the French. — Rand Paul

Data are becoming the new raw material of business. — Craig Mundie

In contrast to what many people in Britain and the United States believe, the true figures on growth (as best one can judge from official national accounts data) show that Britain and the United States have not grown any more rapidly since 1980 than Germany, France, Japan, Denmark, or Sweden. In other words, the reduction of top marginal income tax rates and the rise of top incomes do not seem to have stimulated productivity (contrary to the predictions of supply-side theory) or at any rate did not stimulate productivity enough to be statistically detectable at the macro level. — Thomas Piketty

Ageing is very exciting. But if I didn't work on ageing, I'd want to work on the brain. There are really cool techniques you can use now. And bioinformatics. The methods you can use for comparing large data sets - that's so powerful. — Cynthia Kenyon

The weaker the data available upon which to base one's conclusion, the greater the precision which should be quoted in order to give the data authenticity. — Norman Ralph Augustine

Too few people in computer science are aware of some of the informational challenges in biology and their implications for the world. We can store an incredible amount of data very cheaply. — Sergey Brin

According to the 2003 data from the U.S. Census Bureau, 25.8 percent of [New Orleans] population lives below the poverty line ... This is more than twice the national average, but is close tot he percentages in other American cities such as Miami (28.5), Los Angeles (22.1), Atlanta (24.4), and New York City (21.2). — Billy Sothern

The PURPOSE of the DATA INTEGRITY BOARD review meeting is NOT for the purpose of reviewing the INTEGRITY of the paperwork because that has already been decided, it is for the PURPOSE of determining the CHARACTER & STANDING of THE MAN/WOMAN who brought the perfect paperwork and was intending to use the perfect paperwork for COMMERCIAL settlement and closure. So they have to find out if the STATUS and CHARACTER of the party who is going to use the paperwork was going to be ALLOWED to use it. — Jack Smith

I would say that hardware is the bone of the head, the skull. The semiconductor is the brain within the head. The software is the wisdom and data is the knowledge. — Masayoshi Son

Your personal life is now known as Facebook's data. Its CEO's personal life is now known as mind your own business. — Glenn Greenwald

Don't measure anything unless the data helps you make a better decision or change your actions.
If you're not prepared to change your diet or your workouts, don't get on the scale. — Seth Godin

If you step back and look at the data, the optimum amount of red meat you eat should be zero. — Walter Willett

The conclusion of design flows naturally from the data; we should not shrink from it; we should embrace it and build on it. — Michael Behe

History is more than data, more than facts, more than science and scholarship. These things are merely the means to a greater end. History is a story - the story of ourselves. Where do we come from? How have we survived? How can we avoid the mistakes of the past? Do we matter, and if we do, what is our proper place upon the earth? — Justin Cronin

Christ, when she used words such as "validity" and "data", Quint wanted to do unspeakably improper things to her. — Joanna Shupe

It just means you are the sum total of your data. No man escapes that. — Don DeLillo

System uptime, data protection, and identity theft are weighty issues. It takes real ingenuity to out-think the fraudsters who are trying to steal identities and hack into enterprise systems. The 12 smart companies that debuted security solutions today at DEMO have designed serious, and seriously clever, innovations. — Chris Shipley

History that is presented only as ink-embalmed data is as a flower pressed in a book. Although the dry petals still hold all the elements of the original flower, they cannot show us how it looked blooming in the field. The color and fragrance - the true reality - or the flowers are gone. — Rex Alan Smith

In God we trust; all others must bring data. — W. Edwards Deming

You know something is wrong when the government declares opening someone else's mail is a felony but your internet activity is fair game for data collecting. — E.A. Bucchianeri

If we analyse the supernova data by assuming the Copernican principle is correct and get out something unphysical, I think we should start questioning the Copernican principle ... . Whatever our theoretical predilections, they will in the end have to give way to the observational evidence. — George F. R. Ellis

The conclusion of intelligent design flows naturally from the data itself - not from sacred books or sectarian beliefs. Inferring that biochemical systems were designed by an intelligent agent is a humdrum process that requires no new principles of logic or science. It comes simply from the hard work that biochemistry has done over the past forty years, combined with consideration of the way in which we reach conclusions of design every day. — Michael J. Behe

Although we leave traces of our personal lives with our credit cards and Web browsers today, tomorrow's mobile devices will broadcast clouds of personal data to invisible monitors all around us. — Howard Rheingold

Obfuscation is the deliberate addition of ambiguous, confusing, or misleading information to interfere with surveillance and data collection. — Finn Brunton

Such revolutions in formal learning and felt experience needed new modes to express their understanding, beyond sonorous Ciceronian periods and the rigid structure of heroic couplets. It needed something looser, longer, and above all historical, which could not only link events, data, ideas, and context through time, but in which history could itself serve as an informing principle. The age craved creation stories in which the logic and moral order were manifest in and through the unfolding of the story. — Lydia Pyne

Don't gloss over a routine or piece of code involved in the bug because you "know" it works. Prove it. Prove it in this context, with this data, with these boundary conditions. — Andrew Hunt

Simpson's Paradox: when a whole body of data displays one trend, yet when broken into subgroups, the opposite trend comes into view for each of those subgroups. — Cathy O'Neil

Personalization is based on a bargain. In exchange for the service of filtering, you hand large companies an enormous amount of data about your daily life
much of whic you might not trust your friends with. — Eli Pariser

In this media-drenched, data-rich, channel-surfing, computer-gaming age, we have lost the art of doing nothing, of shutting out the background noise and distractions, of slowing down and simply being alone with our thoughts. — Carl Honore

Look, cell phone geolocation data shows very few clustering anomalies for this hour and climate. And that's holding up pretty much across all major metro areas. It's gone down six percentage points since news of the Karachi workshop hit the Web, and it's trending downward. If people are protesting, they aren't doing it in the streets." He circled his finger over a few clusters of dots. "Some potential protest knots in Portland and Austin, but defiance-related tag cloud groupings in social media put us within the three-sigma rule - meaning roughly sixty-eight percent of the values lie within one standard deviation of the mean. — Daniel Suarez

Doctors and patients need as much data as possible to make an informed decision about what treatment is best. — Ben Goldacre

Anthropologists have invented the ingenious, convenient, fictional notion of the "true Negro," which allows them to consider, if need be, all the real Negroes on earth as fake Negroes, more or less approaching a kind of Platonic archetype, without ever attaining it. Thus, African history is full of "Negroids," Hamites, semi-Hamites, Nilo-Hamitics, Ethiopoids, Sabaeans, even Caucasoids! Yet, if one stuck strictly to scientific data and archeological facts, the prototype of the White race would be sought in vain throughout the earliest years of present-day humanity. — Cheikh Anta Diop

The data that can bear on the confirmation of perceptual hypotheses includes, in the general case, considerably less than the organism may know. — Jerry Fodor

To not look at the data is foolish, but to look at the data as having all the answers is even more foolish. It is a collision of new-school statistics and statisticians against old-school managers, coaches, and instructors. Neither side is right, neither is wrong; there is so much to be gained from listening to both sides. — Tim Kurkjian

My investigations resembled the pursuit of the solution to a problem for which I had three data: the object, the thing connected with it in the shadow of my consciousness, and the light wherein that thing would become apparent. — Rene Magritte

Evolving technologies that allow economists to gather new types of data and to manipulate millions of data points are just one factor among several that are likely to transform the field in coming years. — Ben Bernanke

More often than not, at the end of the day (or a month, or a year), you realize that your initial idea was wrong, and you have to try something else. These are the moments of frustration and despair. You feel that you have wasted an enormous amount of time, with nothing to show for it. This is hard to stomach. But you can never give up. You go back to the drawing board, you analyze more data, you learn from your previous mistakes, you try to come up with a better idea. And every once in a while, suddenly, your idea starts to work. It's as if you had spent a fruitless day surfing, when you finally catch a wave: you try to hold on to it and ride it for as long as possible. At moments like this, you have to free your imagination and let the wave take you as far as it can. Even if the idea sounds totally crazy at first. — Edward Frenkel

Cancer is really a slew of rare diseases. Lung cancer has 700 sub-types, breast cancer has 30,000 mutations which means that every cancer in its own right is a rare disease. Sharing data globally in this context is really important from a life-threatening perspective. — Patrick Soon-Shiong

No great marketing decisions have ever been made on qualitative data — John Sculley

But actually theory is very practical. Gravity is a theory, for example. It allows you to predict that if you step off a cliff you will fall; you don't have to collect data on that. — Clayton Christensen

A quantified family would be upper middle class. Likely working in big tech," said Theodore. "Their employers would have required it." Piece by piece, the projectors filled in the available data on the house, including on the kitchen wall, a large screen of blurred graphs, smudged letters and numbers, all in motion. "This is the hearth," he said. "The data flickering at the heart of the family. Location, activity, well-being." He squinted at the screen. "Can you bring this into resolution? — Matthew De Abaitua

They need policies and visions that speak to their own interests and circumstances and not to be reduced to data points in some abstract political competition. — Ken Robinson

It is generally believed that our science is empirical and that we draw our concepts and our mathematical constructs from the empirical data. If this were the whole truth, we should, when entering into a new field, introduce only such quantities as can directly be observed, and formulate natural laws only by means of these quantities. — Werner Heisenberg

Ambiguity is not, today, a lack of data, but a deluge of data. — Paul Gibbons