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Select the optimal quantitative scale

ECR-2 Order: #2 Design the Visual Story Has Dependencies

Updated 1 month, 2 weeks ago

Guidance

Bar graphs must start their scale at zero (never narrow it — that's a visual lie); every other chart type (line, scatter, dot plot, box plot) should start a little below the lowest value and end a little above the highest. Begin/end/interval values should all be round numbers.

Details
Order:
#2
Phase:
Predecessor:
ECR-1 Identify the analytical pattern type per conclusion
Successor:
ECR-3 Add reference lines and regions
Created:
Sep 18, 2026
Last Updated:
Sep 18, 2026
Workflow
Encode and Reduce Clutter

For each conclusion, classify its analytical pattern and choose the scale, reference lines, pre-attentive encodings and layout that make the …

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EDA Practitioner

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