--- title: "Meaning & Key Takeaway of: The bigger a data set that you have, the…" description: "\"The bigger a data set that you have, the more polls, the more surveys that you have that people undertake, the more accurate your models are going to b..." image: "https://sms4smile.com/quotes/i/879/brittany-kaiser-20305_data_the-bigger-a-data-set-that-you-have-the_961140.jpg" --- # The bigger a data set that you have, the more polls, the… ![“The bigger a data set that you have, the more polls, the more surveys that you have that people undertake, the more accurate your models are going to be. That's just a fact of data science.” quote by Brittany Kaiser](https://sms4smile.com/quotes/i/879/brittany-kaiser-20305_data_the-bigger-a-data-set-that-you-have-the_961140.jpg) [Download](https://sms4smile.com/quotes/i/879/brittany-kaiser-20305_data_the-bigger-a-data-set-that-you-have-the_961140.jpg) [Open image](https://sms4smile.com/quotes/i/879/brittany-kaiser-20305_data_the-bigger-a-data-set-that-you-have-the_961140.jpg) > “The bigger a data set that you have, the more polls, the more surveys that you have that people undertake, the more accurate your models are going to be. That's just a fact of data science.” [Brittany Kaiser](https://sms4smile.com/quotes/author/brittany-kaiser/) ## About This Quote This interpretation was drafted with AI assistance. It is one reading of the quote, not the author's own explanation. Larger datasets and more surveys improve model accuracy because they provide richer information. **In simple terms:** More data makes models better. Key Takeaway Collect extensive data for reliable models. Themes data science accuracy surveys Mood analytical pragmatic Type informative educational When to use this quote - market research - public opinion polls - product testing - policy analysis Key Concepts statistics machine learning sampling Questions to Reflect On - What sources can you tap for more data? - How do you balance data quantity with quality? A Different Perspective Data collection can be costly and time‑consuming. ★ ★ ★ ★ ★ No ratings yet [Data](https://sms4smile.com/quotes/about/data/) [Data science](https://sms4smile.com/quotes/about/data-science/) [People](https://sms4smile.com/quotes/about/people/) [Science](https://sms4smile.com/quotes/about/science/) ## Related quotes > [Scientists often seek predictively accurate models, rather than models that are true.](https://sms4smile.com/quotes/elliott-sober/scientists-often-seek-predictively-accurate-models-rather-than-models/) [Elliott Sober](https://sms4smile.com/quotes/author/elliott-sober/) > [Biases and blind spots exist in big data as much as they do in individual perceptions and experiences. Yet there is a problematic belief…](https://sms4smile.com/quotes/kate-crawford/biases-and-blind-spots-exist-in-big-data-as-much-as-they-do-in/) [Kate Crawford](https://sms4smile.com/quotes/author/kate-crawford/) > [Big data is mostly about taking numbers and using those numbers to make predictions about the future. The bigger the data set you have,…](https://sms4smile.com/quotes/anthony-goldbloom/big-data-is-mostly-about-taking-numbers-and-using-those-numbers-to/) [Anthony Goldbloom](https://sms4smile.com/quotes/author/anthony-goldbloom/) > [ \[Sherlock Holmes:\] The temptation to form premature theories upon insufficient data is the bane of our profession. ](https://sms4smile.com/quotes/arthur-conan-doyle/sherlock-holmes-the-temptation-to-form-premature-theories-upon/) [Arthur Conan Doyle](https://sms4smile.com/quotes/author/arthur-conan-doyle/) > [Only by being suspended aloft, by dangling my mind in the heavens and mingling my rare thought with the ethereal air, could I ever…](https://sms4smile.com/quotes/aristophanes/only-by-being-suspended-aloft-by-dangling-my-mind-in-the-heavens-and/) [Aristophanes](https://sms4smile.com/quotes/author/aristophanes/) > [“Invite your Data Science team to ask questions and assume any system, rule, or way of doing things is open to further consideration.”](https://sms4smile.com/quotes/damian-mingle/invite-your-data-science-team-to-ask-questions-and-assume-any-system/) [Damian Mingle](https://sms4smile.com/quotes/author/damian-mingle/) > [“Data Scientists should recall innovation often times is not providing fancy algorithms, but rather value to the customer.”](https://sms4smile.com/quotes/damian-mingle/data-scientists-should-recall-innovation-often-times-is-not-providing/) [Damian Mingle](https://sms4smile.com/quotes/author/damian-mingle/) > [“I foresee the next wave of revenue growth in corporate America will come directly from Data Science.”](https://sms4smile.com/quotes/ken-poirot/i-foresee-the-next-wave-of-revenue-growth-in-corporate-america-will/) [Ken Poirot](https://sms4smile.com/quotes/author/ken-poirot/) > [I keep saying that the sexy job in the next 10 years will be statisticians, and I'm not kidding.](https://sms4smile.com/quotes/hal-varian/i-keep-saying-that-the-sexy-job-in-the-next-10-years-will-be/) [Hal Varian](https://sms4smile.com/quotes/author/hal-varian/) > [“All businesses could use a garden where Data Scientists plant seeds of possibility and water them with collaboration.”](https://sms4smile.com/quotes/damian-mingle/all-businesses-could-use-a-garden-where-data-scientists-plant-seeds/) [Damian Mingle](https://sms4smile.com/quotes/author/damian-mingle/) > [In the next 10 years, data science and software will do more for medicine than all of the biological sciences together.](https://sms4smile.com/quotes/vinod-khosla/in-the-next-10-years-data-science-and-software-will-do-more-for/) [Vinod Khosla](https://sms4smile.com/quotes/author/vinod-khosla/) > [Data that is loved tends to survive.](https://sms4smile.com/quotes/kurt-bollacker/data-that-is-loved-tends-to-survive/) Kurt Bollacker > [Big data isn’t about bits, it’s about talent.](https://sms4smile.com/quotes/douglas-merrill/big-data-isn-t-about-bits-it-s-about-talent/) [Douglas Merrill](https://sms4smile.com/quotes/author/douglas-merrill/) > [You need to use data science and machine learning to get the ground truth of what's happening inside of a company.](https://sms4smile.com/quotes/chamath-palihapitiya/you-need-to-use-data-science-and-machine-learning-to-get-the-ground/) [Chamath Palihapitiya](https://sms4smile.com/quotes/author/chamath-palihapitiya/) > [Data isn't information; information isn't knowledge; knowledge isn't wisdom.](https://sms4smile.com/quotes/ian-lowe/data-isn-t-information-information-isn-t-knowledge-knowledge-isn-t/) Ian Lowe ## More by Brittany Kaiser > [The use of data for political purposes wasn't invented by Cambridge Analytica.](https://sms4smile.com/quotes/brittany-kaiser/the-use-of-data-for-political-purposes-wasn-t-invented-by-cambridge/) [Brittany Kaiser](https://sms4smile.com/quotes/author/brittany-kaiser/) > [In order to create predictive algorithms, you need to have a training set. So, that training set is created through our quantitative surveys. Those…](https://sms4smile.com/quotes/brittany-kaiser/in-order-to-create-predictive-algorithms-you-need-to-have-a-training/) [Brittany Kaiser](https://sms4smile.com/quotes/author/brittany-kaiser/) > [Every time you work on a political campaign, half the people hate you. That's how it is.](https://sms4smile.com/quotes/brittany-kaiser/every-time-you-work-on-a-political-campaign-half-the-people-hate-you/) [Brittany Kaiser](https://sms4smile.com/quotes/author/brittany-kaiser/) > [I was like: the narrative should be that the work that we did was never paid for so Leave.E.U., by not registering that we…](https://sms4smile.com/quotes/brittany-kaiser/i-was-like-the-narrative-should-be-that-the-work-that-we-did-was/) [Brittany Kaiser](https://sms4smile.com/quotes/author/brittany-kaiser/) > [Ukip had undertaken a survey on why people wanted to leave the E.U. or not, and they also had membership data. So we were…](https://sms4smile.com/quotes/brittany-kaiser/ukip-had-undertaken-a-survey-on-why-people-wanted-to-leave-the-e-u-or/) [Brittany Kaiser](https://sms4smile.com/quotes/author/brittany-kaiser/) > [I wouldn't call myself a commitment-phobe, but someone who really likes to try everything to the point of wanting to do short-term projects, just…](https://sms4smile.com/quotes/brittany-kaiser/i-wouldn-t-call-myself-a-commitment-phobe-but-someone-who-really/) [Brittany Kaiser](https://sms4smile.com/quotes/author/brittany-kaiser/) > [Data is the most valuable asset in the world.](https://sms4smile.com/quotes/brittany-kaiser/data-is-the-most-valuable-asset-in-the-world/) [Brittany Kaiser](https://sms4smile.com/quotes/author/brittany-kaiser/) > [I've always had one completely nonaltruistic goal, which is to go to every country in the world.](https://sms4smile.com/quotes/brittany-kaiser/i-ve-always-had-one-completely-nonaltruistic-goal-which-is-to-go-to/) [Brittany Kaiser](https://sms4smile.com/quotes/author/brittany-kaiser/) > [What if in a permission-based structure, you could decide if you wanted to provide value to advertisers or to political groups? Or, for instance,…](https://sms4smile.com/quotes/brittany-kaiser/what-if-in-a-permission-based-structure-you-could-decide-if-you/) [Brittany Kaiser](https://sms4smile.com/quotes/author/brittany-kaiser/) > [I'm so tired of making excuses for old white men.](https://sms4smile.com/quotes/brittany-kaiser/i-m-so-tired-of-making-excuses-for-old-white-men/) [Brittany Kaiser](https://sms4smile.com/quotes/author/brittany-kaiser/) > [I felt like I'd spent many years making excuses for my executives and making excuses for political candidates I was representing and their views,…](https://sms4smile.com/quotes/brittany-kaiser/i-felt-like-i-d-spent-many-years-making-excuses-for-my-executives-and/) [Brittany Kaiser](https://sms4smile.com/quotes/author/brittany-kaiser/) > [I'm not a fan of the #DeleteFacebook campaign. I think that they can reform.](https://sms4smile.com/quotes/brittany-kaiser/i-m-not-a-fan-of-the-deletefacebook-campaign-i-think-that-they-can/) [Brittany Kaiser](https://sms4smile.com/quotes/author/brittany-kaiser/) > [Individuals should be able to monetise their own data - that's their own human value - not to be exploited.](https://sms4smile.com/quotes/brittany-kaiser/individuals-should-be-able-to-monetise-their-own-data-that-s-their/) [Brittany Kaiser](https://sms4smile.com/quotes/author/brittany-kaiser/) > [To be honest, it's hard when you're knee-deep in the trenches of an industry to see it how others see it.](https://sms4smile.com/quotes/brittany-kaiser/to-be-honest-it-s-hard-when-you-re-knee-deep-in-the-trenches-of-an/) [Brittany Kaiser](https://sms4smile.com/quotes/author/brittany-kaiser/) > [Corporations like Google, Facebook, Amazon, all of these large companies, are making tens or hundreds of billions of dollars off of monetising people's data.](https://sms4smile.com/quotes/brittany-kaiser/corporations-like-google-facebook-amazon-all-of-these-large-companies/) [Brittany Kaiser](https://sms4smile.com/quotes/author/brittany-kaiser/) [Explore all 31 Brittany Kaiser quotes ](https://sms4smile.com/quotes/author/brittany-kaiser/) ## More Data quotes > [Information is money, but data is squat](https://sms4smile.com/quotes/angela-llama-butler/information-is-money-but-data-is-squat/) Angela Llama-Butler > [“ data analytics consulting Perceptive Analtyics is a data analytic company and a trusted advisor to its clients across domains. Click to know more”](https://sms4smile.com/quotes/sebastianmax/data-analytics-consulting-perceptive-analtyics-is-a-data-analytic/) SebastianMax > [The information nation took their clues from all the sound bite gluttons.](https://sms4smile.com/quotes/rem/the-information-nation-took-their-clues-from-all-the-sound-bite/) [REM](https://sms4smile.com/quotes/author/rem/) > [Sometimes I am a collector of data, and only a collector, and am likely to be gross and miserly, piling up notes, pleased with…](https://sms4smile.com/quotes/charles-fort/sometimes-i-am-a-collector-of-data-and-only-a-collector-and-am-likely/) [Charles Fort](https://sms4smile.com/quotes/author/charles-fort/) > [But actually theory is very practical. Gravity is a theory, for example. It allows you to predict that if you step off a cliff…](https://sms4smile.com/quotes/clayton-christensen/but-actually-theory-is-very-practical-gravity-is-a-theory-for-example/) [Clayton Christensen](https://sms4smile.com/quotes/author/clayton-christensen/) > [Statistics are like miniskirts: They give you good ideas but hide the important things.](https://sms4smile.com/quotes/ebbe-skovdahl/statistics-are-like-miniskirts-they-give-you-good-ideas-but-hide-the/) Ebbe Skovdahl > [Unlike return, however, risk is no more quantifiable at the end of an investment that it was at its beginning. Risk simply cannot be…](https://sms4smile.com/quotes/seth-klarman/unlike-return-however-risk-is-no-more-quantifiable-at-the-end-of-an/) [Seth Klarman](https://sms4smile.com/quotes/author/seth-klarman/) > [Finding patterns is easy in any kind of data-rich environment; that's what mediocre gamblers do. The key is in determining whether the patterns represent…](https://sms4smile.com/quotes/nate-silver/finding-patterns-is-easy-in-any-kind-of-data-rich-environment-that-s/) [Nate Silver](https://sms4smile.com/quotes/author/nate-silver/) > [ \[Brazil\] went to the UN and said, "We need new standards for this." We need to take a look at what they're calling "data… ](https://sms4smile.com/quotes/edward-snowden/brazil-went-to-the-un-and-said-we-need-new-standards-for-this-we-need/) [Edward Snowden](https://sms4smile.com/quotes/author/edward-snowden/) > [We're living in a technological world. You cannot tell me we can't do a better job getting that information.](https://sms4smile.com/quotes/hillary-clinton/we-re-living-in-a-technological-world-you-cannot-tell-me-we-can-t-do/) [Hillary Clinton](https://sms4smile.com/quotes/author/hillary-clinton/) > [Web users ultimately want to get at data quickly and easily. They don't care as much about attractive sites and pretty design.](https://sms4smile.com/quotes/tim-berners-lee/web-users-ultimately-want-to-get-at-data-quickly-and-easily-they-don/) [Tim Berners-Lee](https://sms4smile.com/quotes/author/tim-berners-lee/) > [You cannot have 300-some million Americans - and really, right, the global citizenry be at risk of having their phone conversations intercepted with a…](https://sms4smile.com/quotes/ted-lieu/you-cannot-have-300-some-million-americans-and-really-right-the/) [Ted Lieu](https://sms4smile.com/quotes/author/ted-lieu/) > [An important finding is that by determining the genome sequences of an entire family, one can identify many DNA sequencing errors and thus greatly…](https://sms4smile.com/quotes/leroy-hood/an-important-finding-is-that-by-determining-the-genome-sequences-of/) [Leroy Hood](https://sms4smile.com/quotes/author/leroy-hood/) > [While it's wonderful that investors have access to all the data now available to them, it has become a full-time job to sift through…](https://sms4smile.com/quotes/maria-bartiromo/while-it-s-wonderful-that-investors-have-access-to-all-the-data-now/) [Maria Bartiromo](https://sms4smile.com/quotes/author/maria-bartiromo/) > [“The amount of stored information grows four times faster than the world economy, while the processing power of computers grows nine times faster. Little…](https://sms4smile.com/quotes/viktor-mayer-sch-nberger/the-amount-of-stored-information-grows-four-times-faster-than-the/) [Viktor Mayer-Schönberger](https://sms4smile.com/quotes/author/viktor-mayer-sch-nberger/) [Browse all 3,134 Data quotes ](https://sms4smile.com/quotes/about/data/) ```json { "@context": "https://schema.org", "@graph": [ { "@type": "Quotation", "text": "The bigger a data set that you have, the more polls, the more surveys that you have that people undertake, the more accurate your models are going to be. 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