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Analytics Quote by John Tukey

“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.” quote by John Tukey
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“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

About This Quote

Source Book: Exploratory Data Analysis, John Tukey, 1977

Combining data with a strong desire for answers does not guarantee a valid solution; data must be suitable and methods appropriate.

In simple terms: Desire alone can't produce good answers from data.

Key Takeaway

Ensure data quality and appropriate analysis.

Themes

critical thinking data integrity methodology

Mood

cautious analytical

Type

educational warning

When to use this quote

  • research design
  • decision making
  • policy analysis

Key Concepts

statistical inference bias uncertainty

Questions to Reflect On

  • How do you assess data suitability?
  • What safeguards prevent misinterpretation?
A Different Perspective

Even with desire, poor data leads to misleading conclusions.

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