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Data Analyst · #064 · October 3, 2026 · 2 min read

Six rules for a dashboard people actually read (and the 5-second test)

The one question a dashboard answers, six rules that survive contact with executives, how to show a number so it means something, the trust signals, and the three charts that lie: one page.

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Nobody reads your 40-chart dashboard. A dashboard is a decision tool, and a page that tries to serve every question serves none: the reader scrolls once on Monday morning and never opens it again. One page on the one question, the six rules, and the charts that lie. The print-ready A4 PDF is at the bottom.

One question

  • One job: the decision the page serves. Everything else is a report.
  • Top-left holds the number that matters.
  • 5 seconds: if a stranger cannot say what the page is for, cut.

Six rules

  • At most 6 charts per screen.
  • No pies: bars beat angles.
  • Same scale across comparable charts, or the eye lies.
  • Label the so what: the title is the insight, not the metric name.

Numbers

  • Versus target: alone, a number means nothing.
  • Versus last period: direction plus size.
  • Round it: 4.2M, not 4,213,877.

Layout

  • F-pattern: top-left is read first, so put the answer there.
  • Filters on top, in one row, no sidebar.
  • Whitespace is not empty. It is what makes the six charts readable.

Trust

  • Last updated, printed on the page.
  • Define the metric: a hover or a footnote.
  • One owner, with their name on it.

The 5-second test

Hand the page to someone who has never seen it. Five seconds. Then ask four questions.

  • The number: which single number did you read first? It should be the one the page exists for.
  • The direction: up or down versus target? If they hesitate, the comparison is missing.
  • The action: what would you do now? A page with no answer is a report, not a tool.
  • The date: when was it refreshed? If they had to hunt, trust is already gone.

Every chart that did not help answer one of the four is a candidate for deletion. Most pages lose half their charts on the first pass.

Gotchas

  • Truncated y-axis: drama, not data.
  • 40 KPIs: zero priorities.
  • Red/green only: 8% of men cannot see the difference.

The trap: the charts that lie

The chartWhy it liesThe fix
y-axis from 80 to 100a 2% dip looks like a crashstart at zero, or say so
pie with 9 slicesangles are unreadablesorted bars
40 KPIs, no targeteverything is importantsix charts, each vs target

Interview phrasing worth memorizing: a dashboard is a decision tool, so I start from the decision, pick the six numbers it needs, and show each one against a target.

Frequently asked questions

How many charts should a dashboard have?
At most six per screen. A dashboard serves one decision, and the number that decision hinges on sits top-left, because that is where the eye lands first. Forty KPIs on one page means zero priorities: if a stranger cannot say what the page is for in five seconds, cut charts until they can.
What is the 5-second test for dashboards?
Hand the page to someone who has never seen it, give them five seconds, then ask four questions: which number did you read first, is it up or down versus target, what would you do now, and when was it refreshed. Every chart that did not help answer one of the four is a candidate for deletion. Most pages lose half their charts on the first pass.
How should you display a KPI so it means something?
Never alone. Show it against a target and against the last period, so the reader gets both direction and size at a glance. Round it: 4.2M reads, 4,213,877 does not. And give the chart a title that states the insight, not the metric name.
Which chart types mislead readers?
A y-axis that starts at 80 instead of zero turns a 2% dip into a visual crash: start at zero or say clearly that you did not. A pie with nine slices is unreadable because people cannot compare angles, so use sorted bars. And a red/green-only encoding hides the signal from the roughly 8% of men who cannot tell the two apart.

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