150 Data Quotes

Following is our list of data quotations and slogans full of insightful wisdom and perspective about data science.

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Famous Data Quotes

Data really powers everything that we do. — Jeff Weiner

It's amazing how much data is out there. The question is how do we put it in a form that's usable? — Bill Ford

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

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

You can have data without information, but you cannot have information without data. — Daniel Keys Moran

Data are just summaries of thousands of stories - tell a few of those stories to help make the data meaningful. — Dan Heath

Data isn't information; information isn't knowledge; knowledge isn't wisdom. — Ian Lowe

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

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

When you see data, doubt [them]! When you see measurements, doubt them! - Kaoru Ishikawa

When you see data, doubt [them]! When you see measurements, doubt them! — Kaoru Ishikawa

The ultimate purpose of collecting the data is to provide a basis for action or a recommendation. — W. Edwards Deming

Information is a source of learning. But unless it is organized, processed, and available to the right people in a format for decision making, it is a burden, not a benefit. — William Pollard

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

Details create the big picture. — Sanford I. Weill

The challenge is for the graphic designer to turn data into information and information into messages of meaning. — Katherine McCoy

This is my favorite part about analytics: Taking boring flat data and bringing it to life through visualization. — John Tukey

Short Data Quotes

  • The greatest value of a picture is when it forces us to notice what we never expected to see. — John Tukey
  • War is ninety percent information. — Napoleon Bonaparte
  • The last era was big data. The next era is verifiable data. — Balaji Srinivasan
  • Errors using inadequate data are much less than those using no data at all. — Charles Babbage
  • All models are wrong, but some are useful. — George E. P. Box
  • The data is clear: If you give a woman an opportunity, she will make a huge difference. — Carly Fiorina
  • Rational optimism is the way out. The data supports it, and history supports it. — Naval Ravikant
  • Nobody has really grasped yet the great wealth that can be made selling data over the Web. — Michael Saylor
  • You can write anything that you would be able to write on a server and put it onto the blockchain. — Vitalik Buterin
  • Backups are for wimps. Real men upload their data to an FTP site and have everyone else mirror it. — Linus Torvalds

Data Image Quotes

Data quote Companies such as Google and Facebook rely on capturing as much data as possible to enhance their ad
Companies such as Google and Facebook rely on capturing as much data as possible to enhance their advertising targeting.

Power Of Data Quotes

The world is being re-shaped by the convergence of social, mobile, cloud, big data, community and other powerful forces. The combination of these technologies unlocks an incredible opportunity to connect everything together in a new way and is dramatically transforming the way we live and work. — Marc Benioff

Minds think with ideas, not information No amount of data, bandwidth, or processing power can substitute for inspired thought. — Clifford Stoll

Data, I think, is one of the most powerful mechanisms for telling stories. I take a huge pile of data and I try to get it to tell stories. — Steven Levitt

I'm pretty active anyway, but I'm also competitive.I used my Fitbit as an example of the innate power of data to turn information into insights and actions. — Michael Dell

There's a lot of power in executing data - generating data and executing data. — Ken Thompson

Google has placed its faith in data, while Apple worships the power of design. This dichotomy made the two companies complementary. Apple would ship the phones and computers, while Google would provide Maps, Search, YouTube, and other web tools that made the devices more useful. — Ben Parr

Pulling the plug on the BlackBerry could cost corporate America millions of dollars. The BlackBerry is more than e-mail but a handheld office, and if you shut down the BlackBerry, you shut off the data that powers American business. — Al Smith

A very small group of powerful people is deciding what's going to happen with your data, and they're using bots to help implement what they want to do. That has nothing to do with democracy. It's all about efficiency. And that's the really scary thing about it. — Daniel Suarez

The paradigm of physics - with its interplay of data, theory and prediction - is the most powerful in science. — Geoffrey West

Think of your existing power as the exponent in an equation that determines the value of information. The more power you have, the more additional power you derive from the new data. — Bruce Schneier

Data Science Quotes

It is a capital mistake to theorize before one has data. Insensibly one begins to twist facts to suit theories, instead of theories to suit facts. — Arthur Conan Doyle

Reason and science allow us to properly think about the necessary data that are required in order to answer a given question. This is precisely why the scientific method is the most powerful framework for understanding the world. — Gad Saad

In the next 10 years, data science and software will do more for medicine than all of the biological sciences together. — Vinod Khosla

If your experiment needs statistics, you ought to have done a better experiment. — Ernest Rutherford

Although each of us obviously inhabits a separate physical body, the laboratory data from a hundred years of parapsychology research strongly indicate that there is no separation in consciousness. — Russell Targ

You need to use data science and machine learning to get the ground truth of what's happening inside of a company. — Chamath Palihapitiya

You can't really discover the most interesting conflicts and problems in a subject until you've tried to write about them. At that point, one discovers discontinuities in the data, perhaps, or in one's own thinking; then the act of writing forces you to work harder to resolve these contradictions. — Anthony F. C. Wallace

A procession of the damned. By the damned, I mean the excluded. We shall have a procession of data that Science has excluded. — Charles Fort

Philosophers of science have repeatedly demonstrated that more than one theoretical construction can always be placed upon a given collection of data. — Thomas Kuhn

Education is not the piling on of learning, information, data, facts, skills, or abilities-that's training or instruction-but is rather making visible what is hidden as a seed. — Thomas W. Moore

Data Collection Quotes

Without big data, you are blind and deaf and in the middle of a freeway. — Geoffrey Moore

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

Knowledge about limitations of your data collection process affects what inferences you can draw from the data. — Nick Bostrom

Data is like garbage. You'd better know what you are going to do with it before you collect it. — Mark Twain

The goal is to turn data into information, and information into insight. — Carly Fiorina

To write it, it took three months; to conceive it --three minutes; to collect the data in it --all my life. — Unknown

To write it, it took three months; to conceive it three minutes; to collect the data in it all my life. — F. Scott Fitzgerald

Data is the new science. Big Data holds the answers. Are you asking the right questions? — Patrick P. Gelsinger

Scientists do not collect data randomly and utterly comprehensively. The data they collect are only those that they consider *relevant* to some hypothesis or theory. — J. David Lewis-Williams

Analytical software enables you to shift human resources from rote data collection to value-added customer service and support where the human touch makes a profound difference. — Bill Gates

Gathering Data Quotes

...a person and an organization must have goals, take actions to achieve those goals, gather evidence of achievement, study and reflect on the data and from that take actions again. Thus, they are in a continuous feedback spiral toward continuous improvement. This is what 'Kaizan' means. — W. Edwards Deming

As a medical doctor, it is my duty to evaluate the situation with as much data as I can gather and as much expertise as I have and as much experience as I have to determine whether or not the wish of the patient is medically justified. — Jack Kevorkian

If you torture the data long enough, it will confess. — Ronald Coase

I am a data hound and so I usually end up working on whatever things I can find good data on. The rise of Internet commerce completely altered the amount of information you could gather on company behavior so I naturally drifted toward it. — Austan Goolsbee

When an idea comes, spend silent time with it. Remember Keats's idea of Negative Capability and Kipling's advice to "drift, wait and obey". Along with your gathering of hard data, allow yourself also to dream your idea into being. — Rose Tremain

Personal participation is the universal principle of knowing. — Michael Polanyi

The dynamic interplay of neural activity within and in between systems is the very essence of brain function. — Richard Restak

Nothing takes root in mind when there is no balance between doing and receiving. — John Dewey

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

If we gather more and more data and establish more and more associations, however, we will not finally find that we know something. We will simply end up having more and more data and larger sets of correlations. — Kenneth Waltz

Big Data Quotes

Big Data is like teenage sex: everyone talks about it, nobody really knows how to do it, everyone thinks everyone else is doing it, so everyone claims they are doing it. — Dan Ariely

One of my big goals professionally is to get more leaders to stop acting on intuition and experience and instead be data-driven. — Adam Grant

Cloud computing offers individuals access to data and applications from nearly any point of access to the Internet, offers businesses a whole new way to cut costs for technical infrastructure, and offers big computer companies a potentially giant market for hardware and services. — Jamais Cascio

Without big data analytics, companies are blind and deaf, wandering out onto the Web like deer on a freeway. — Geoffrey Moore

Big Data will spell the death of customer segmentation and force the marketer to understand each customer as an individual within eighteen months, or risk being left in the dust. — Ginni Rometty

We're rapidly entering a world where everything can be monitored and measured. But the big problem is going to be the ability of humans to use, analyze and make sense of the data. — Erik Brynjolfsson

Where big data is all about seeking correlations - and thus to make incremental changes - small data is all about causations - seeking to understand the reasons why. — Martin Lindstrom

New applications will have to deal with big data. We have to analyze it on the fly, so we have to have a system that is transactional and analytical at the same time. We cannot have a multi-stage system. This is too slow for modern applications. — Hasso Plattner

Big data isn’t about bits, it’s about talent. — Douglas Merrill

With too little data, you won't be able to make any conclusions that you trust. With loads of data you will find relationships that aren't real... Big data isn't about bits, it's about talent. — Douglas Merrill

Data Structures Quotes

Bitcoin is a way to have programmable scarcity. The blockchain is the data structure that records the transfer of scarce objects. — Balaji Srinivasan

Unfortunately I am having trouble fully understanding the system. The paper describes key concepts and data structures, but does not clearly specify the various rules and verifications that the participants in the system would have to follow. — Hal Finney

Bad programmers worry about the code. Good programmers worry about data structures and their relationships. — Linus Torvalds

Generally, the craft of programming is the factoring of a set of requirements into a a set of functions and data structures. — Douglas Crockford

Smart data structures and dumb code works a lot better than the other way around. — Eric S. Raymond

It is better to have 100 functions operate on one data structure than to have 10 functions operate on 10 data structures. — Alan Perlis

Data dominates. If you've chosen the right data structures and organized things well, the algorithms will almost always be self-evident. Data structures, not algorithms, are central to programming. — Rob Pike

It's easy to make mistakes that only come out much later, after you've already implemented a lot of code. You'll realize Oh I should have used a different type of data structure. Start over from scratch. — Guido van Rossum

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

A data structure is just a stupid programming language. — Bill Gosper

Data Scientist Quotes

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

Data scientists are statisticians because being a statistician is awesome and anyone who does cool things with data is a statistician. — Robert Rodriguez

If you cannot explain it simply, you do not understand it enough. — Albert Einstein

Scientists learn about the world in three ways: They analyze statistical patterns in the data, they do experiments, and they learn from the data and ideas of other scientists. The recent studies show that children also learn in these ways. — Alison Gopnik

A scientist naturally and inevitably ... mulls over the data and guesses at a solution. He proceeds to testing of the guess by new data-predicting the consequences of the guess and then dispassionately inquiring whether or not the predictions are verified. — Edwin Powell Hubble

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

Most executives, many scientists, and almost all business school graduates believe that if you analyze data, this will give you new ideas. Unfortunately, this belief is totally wrong. The mind can only see what it is prepared to see. — Edward De Bono

While I was there, Voyager flew by Saturn. I got involved with a person who was a member of the imaging team and started working on data from Saturn. With all that data coming in, the imaging team didn't have enough hands or scientists to work on all of it. — Carolyn Porco

I think philosophers can do things akin to theoretical scientists, in that, having read about empirical data, they too can think of what hypotheses and theories might account for that data. So there's a continuity between philosophy and science in that way. — Robert Nozick

Both Newton and Darwin were driven by the data and were forced to recognize that they couldn't explain everything. It may be a characteristic of great scientists to know what to accept and what to leave out. — Lewis Wolpert

Importance Of Data Quotes

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

The chief problem in historical honesty is not outright lying. It is omission or de-emphasis of important data. The definition of 'important', of course, depends on one's values. — Howard Zinn

Recent data and research supports the importance of natural climate variability and calls into question the conclusion that humans are the dominant cause of recent climate change. — Judith Curry

I think it's going to be a very important, unique data set in terms of measuring the behavior of your lower body in space and trying to figure out what we can do to preserve bone and muscle density. — John L. Phillips

Unlike the position that exists in the physical sciences, in economics and other disciplines that deal with essentially complex phenomena, the aspects of the events to be accounted for about which we can get quantitative data are necessarily limited and may not include the important ones. — Friedrich August von Hayek

So ensuring the integrity of the data and integrity and validity of the connection is a very important element in any company's strategy that is moving towards a Web service paradigm. — John W. Thompson

Using TrackMan is very important in the development of your golf game because it gives you such good data on what your golf swing is doing and where it needs to go. — Jason Dufner

Librarians are more important than ever before ... are uniquely qualified to help all of us separate the digital wheat from the chaff, to help us understand the reliability of the data we encounter. — Daniel Levitin

This is an ongoing threat from a variety of sources around the world. And actually I think it works both ways. I'm not privy to it, but I think all of the various country that have the ability are invading each other's computers all the time. But we have to protect our data. It's very important. — Rand Paul

It is clear from all these data that the interests of teenagers are not focused around studies, and that scholastic achievement is at most of minor importance in giving status or prestige to an adolescent in the eyes of other adolescents. — James S. Coleman

People Writing About Data

Name Quotes Likes
Read quotes by John Tukey

John Tukey
quotes on education, slavery and religion

18 843
Read quotes by W. Edwards Deming

W. Edwards Deming
quotes on quality

245 3622
Read quotes by Bill Ford

Bill Ford
quotes on leadership, education and government

23 110
Read quotes by Daniel Keys Moran

Daniel Keys Moran
quotes on religion, leadership and freedom

32 134
Read quotes by Kaoru Ishikawa

Kaoru Ishikawa

9 612
Read quotes by William Pollard

William Pollard

9 162

More Data Quotes

It isn't more light we need, it isn't more truth, and it isn't more scientific data. It is more Christ, more courage, more spiritual insight to act on the light we have. — Benjamin E. Mays

I will tell you one thing that will make you rich for life. There are two struggles: an Inner-world struggle and an Outer-world struggle...you must make an intentional contact between these two worlds; then you can crystallize data for the Third World, the World of the Soul. — G. I. Gurdjieff

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

We've had such thorough training, we've had an excellent team on the ground. With the minor glitches that have occurred, we've been able to take care of them. And the teams on the ground are getting tons of incredible data. — Laurel Clark

For us it's much more becoming a story of How do humans and computers collaborate to actually create these vector space data sets? — Andrej Karpathy

Nobody has really grasped yet the great wealth that can be made selling data over the Web. There are 100 million potential customers out there. — Michael Saylor

As a matter of fact, when compression technology came along, we thought the future in 1996 was about voice. We got it wrong. It is about voice, video, and data, and that is what we have today on these cell phones. — Steve Buyer

The banking industry has traditionally been characterized by physical branches, privileged access to financial data, and distinct expertise in analyzing such data. — Jerome Powell

If you think and act like a typical manager around creative people—with rules, policies, data on customer preferences, and so forth—you will quickly kill their talent. — Bernard Arnault

I learned from great investors like Warren Buffett and Peter Lynch that you have to look at stocks not based on world events or economic data but almost in spite of them. — Francois Rochon

The effects of obesity on the brain mimic those of Alzheimer's disease. Neuroimaging data shows that obesity and Alzheimer’s disease are linked to gray matter atrophy in brain regions involved in attention and areas involved in reason, problem-solving, and comprehension. — Rhonda Patrick

We are all antennae for creative thought. Some transmissions come on strong, others are more faint. If your antenna isn’t sensitively tuned, you’re likely to lose the data in the noise. Particularly since the signals coming through are often more subtle than the content we collect through sensory awareness. They are energetic more than tactile, intuitively perceived more than consciously recorded. — Rick Rubin

At the moment, most of the data on our gut microbiome is fairly generic, even if you don’t do the personalisation, you’re probably halfway there. — Tim Spector

Everything you say or allow into your eyes or ears becomes data that is stored in your heart. That data is later replayed during your prayer. If you want to know what is filling your heart, look at what you think about in your prayer. If you want to guard your heart, guard your eyes, ears, and tongue. — Yasmin Mogahed

My concern is that I know that there are risks. But we don't have access to the data and the data haven't been captured rigorously enough so that we can accurately assess those risks. And therefore we don't really have the information that we need to make a reasonable decision. — Robert W. Malone

A theory with mathematical beauty is more likely to be correct than an ugly one that fits some experimental data. — Paul Dirac

A smart contract is a mechanism involving digital assets and two or more parties, where some or all of the parties put assets in, and assets are automatically redistributed among those parties according to a formula based on certain data that is not known at the time the contract is initiated. — Vitalik Buterin

In the late 1800’s and early 1900’s - as telephone, electricity, and the automobile were emerging - the US equity market cap relative to GDP appears to have been 2-3 times higher than it is today. We need to verify this difficult-to-get data but, if true, I have a hypothesis. — Cathie Wood

The concern is over what will happen as strong encryption becomes commonplace with all digital communications and stored data. Right now the use of encryption isn't all that widespread, but that state of affairs is expected to change rapidly. — Dorothy Denning

The concern is over what will happen as strong encryption becomes commonplace with all digital communications and stored data. Right now the use of encryption isn't all that widespread, but that state of affairs is expected to change rapidly. — Dorothy E. Denning

When it comes to exploring the mind in the framework of cognitive neuroscience, the maximal yield of data comes from integrating what a person experiences - the first person - with what the measurements show - the third person. — Daniel Goleman

You can use all the quantitative data you can get, but you still have to distrust it and use your own intelligence and judgment. — Alvin Toffler

These data suggest very strongly that participating in the playing of violent video games by children and youth increase aggressive thought and behavior; increase antisocial behavior and delinquency; engender poor school performance; desensitize the game player to violence. — Leland Yee

Making good judgments when one has complete data, facts, and knowledge is not leadership - it's bookkeeping — Dee Hock

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