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Data Quote by Charles Wheelan

“Descriptive statistics exist to simplify, which always implies some loss of nuance or detail.” quote by Charles Wheelan
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““Descriptive statistics exist to simplify, which always implies some loss of nuance or detail.””

Charles Wheelan

About This Quote

Source Book: Naked Statistics, 2013

Descriptive statistics simplify data, inevitably sacrificing detail and nuance for clarity.

In simple terms: Simplification loses nuance.

Key Takeaway

Balance clarity with essential detail.

Themes

data analysis statistics clarity nuance communication

Mood

analytical cautious neutral

Type

educational technical

When to use this quote

  • business reports
  • academic papers
  • policy briefs
  • media summaries

Key Concepts

methodology information theory decision making

Questions to Reflect On

  • How much detail is necessary?
  • When does simplification become distortion?
A Different Perspective

Over‑simplification may mislead.

2.1 out of 5 (7 ratings)

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