Change Quote by John Tukey
“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.”
About This Quote
Source Speech: Statistical Presentation Guidelines, John Tukey, 1970
Misrepresenting data by exaggerating trivial changes creates false significance and erodes trust.
In simple terms: Don't twist data to look important; be honest.
Key Takeaway
Present data clearly and truthfully.
Themes
integrity
communication
statistics
Mood
cautious
serious
Type
advice
ethical
When to use this quote
- business reports
- academic papers
- policy briefs
- media articles
- public dashboards
Key Concepts
data visualization
misinformation
ethics
Questions to Reflect On
- How can you ensure transparency in data presentation?
- What safeguards prevent data distortion?
A Different Perspective
Audiences may misinterpret even honest visuals without context.
