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Preattentive Attributes Quote by Cole Nussbaumer Knaflic

“Highlighting one aspect can make other things harder to see One word of warning in using preattentive attributes: when you highlight one point in your story, it can actually make other points harder to see. When you’re doing exploratory analysis, you should mostly avoid the use of preattentive…” quote by Cole Nussbaumer Knaflic
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““Highlighting one aspect can make other things harder to see One word of warning in using preattentive attributes: when you highlight one point in your story, it can actually make other points harder to see. When you’re doing exploratory analysis, you should mostly avoid the use of preattentive attributes for this reason. When it comes to explanatory analysis, however, you should have a specific story you are communicating to your audience. Leverage preattentive attributes to help make that story visually clear.””

Cole Nussbaumer Knaflic

About This Quote

Source Book: Storytelling with Data, Cole Nussbaumer Knaflic, 2015

Using visual emphasis can obscure other information; reserve it for clear, purposeful narratives rather than exploratory work.

In simple terms: Highlighting can hide other data; use it sparingly.

Key Takeaway

Apply visual emphasis only when it serves a specific story.

Themes

visual communication data visualization clarity focus design

Mood

cautious analytical

Type

instructional advisory

When to use this quote

  • presentations
  • dashboard design
  • report writing
  • exploratory analysis
  • explanatory analysis

Key Concepts

preattentive perception cognitive load information hierarchy

Questions to Reflect On

  • When should you prioritize clarity over completeness?
  • How can you test if a highlight distracts?
A Different Perspective

Over‑emphasis may mislead audience or cause important details to be missed.

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