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Top 15 John Tukey Quotes (2025 Update)

John Tukey Quote: “It’s better to solve the right problem approximately than to solve the wrong problem exactly.”

1. “It’s better to solve the right problem approximately than to solve the wrong problem exactly.”

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

2. “This is my favorite part about analytics: Taking boring flat data and bringing it to life through visualization.”

John Tukey Quote: “The best thing about being a statistician is that you get to play in everyone’s backyard.”

3. “The best thing about being a statistician is that you get to play in everyone’s backyard.”

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John Tukey Quote: “The greatest value of a picture is when it forces us to notice what we never expected to see.”

4. “The greatest value of a picture is when it forces us to notice what we never expected to see.”

John Tukey Quote: “Far better an approximate answer to the right question, which is often vague, than the exact answer to the wrong question, which can always be made precise.”

5. “Far better an approximate answer to the right question, which is often vague, than the exact answer to the wrong question, which can always be made precise.”

John Tukey Quote: “There is no data that can be displayed in a pie chart, that cannot be displayed BETTER in some other type of chart.”

6. “There is no data that can be displayed in a pie chart, that cannot be displayed BETTER in some other type of chart.”

John Tukey Quote: “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.”

7. “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 Quote: “An approximate answer to the right problem is worth a good deal more than an exact answer to an approximate problem.”

8. “An approximate answer to the right problem is worth a good deal more than an exact answer to an approximate problem.”

John Tukey Quote: “Be approximately right rather than exactly wrong.”

9. “Be approximately right rather than exactly wrong.”

John Tukey Quote: “When communicating results to non-technical types there is nothing better than a clear visualization to make your point.”

10. “When communicating results to non-technical types there is nothing better than a clear visualization to make your point.”

John Tukey Quote: “Numerical quantities focus on expected values, graphical summaries on unexpected values.”

11. “Numerical quantities focus on expected values, graphical summaries on unexpected values.”

John Tukey Quote: “All we know about the world teaches us that the effects of A and B are always different-in some decimal place-for any A and B. Thus asking “are the effects different?” is foolish.”

12. “All we know about the world teaches us that the effects of A and B are always different-in some decimal place-for any A and B. Thus asking “are the effects different?” is foolish.”

John Tukey Quote: “Visualization is often used for evil – twisting insignificant data changes and making them look meaningful. Don’t do that crap if you want to be my friend. Present results clearly and honestly. If something isn’t working – those reviewing results need to know.”

13. “Visualization is often used for evil – twisting insignificant data changes and making them look meaningful. Don’t do that crap if you want to be my friend. Present results clearly and honestly. If something isn’t working – those reviewing results need to know.”

$John Tukey Quote: “In a world in which the price of calculation continues to decrease rapidly, but the price of theorem proving continues to hold steady or increase, elementary economics indicates that we ought to spend a larger and larger fraction of our time on calculation.”$

14. “In a world in which the price of calculation continues to decrease rapidly, but the price of theorem proving continues to hold steady or increase, elementary economics indicates that we ought to spend a larger and larger fraction of our time on calculation.”

John Tukey Quote: “In a single sentence the moral is: admit that complexity always increases, first from the model you fit to the data, thence to the model you use to think about and plan about the experiment and its analysis, and thence to the true situation.”

15. “In a single sentence the moral is: admit that complexity always increases, first from the model you fit to the data, thence to the model you use to think about and plan about the experiment and its analysis, and thence to the true situation.”

John Tukey Quote: “I know of no person or group that is taking nearly adequate advantage of the graphical potentialities of the computer.”

16. “I know of no person or group that is taking nearly adequate advantage of the graphical potentialities of the computer.”

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