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Validate Misleading Visualizations

MediumPipelines00:00
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Your question is Validate Misleading Visualizations. Take a moment with it on the right.

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Problem

Scenario

You are reviewing a dashboard built from a data pipeline before it is shared with business users. The charts look clean, but the team wants a clear way to check that the visual output matches the source data and does not hide missing values, bad joins, or misleading aggregations.

Question

How do you validate that a visualization is not misleading?