Nick Desbarats, who has taught data visualization to numerous professionals worldwide, now believes box plots are flawed. He finds them unintuitive, hard to read, and prone to misinterpretation. Despite being a classic chart type, box plots are often unfamiliar to audiences, requiring lengthy explanations to grasp. Desbarats suggests alternative chart types like strip plots and distribution heatmaps are easier to understand and convey insights more effectively. He highlights design flaws in traditional box plots that make them challenging to interpret. Desbarats advocates for moving away from box plots to improve comprehension and avoid unnecessary cognitive strain, even for statistically savvy audiences.
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