SuperAPI AI Directory

data-visualization

Data & analytics

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Updated 10-16 05:06

About this skill

Data Visualization

Chart Selection

Question Chart Type
How does it change over time? Line chart
How do categories compare? Bar chart (horizontal for long labels)
What's the part-to-whole? Donut chart (5 categories max) or stacked bar
What's the distribution? Histogram or box plot
Is there a correlation? Scatter plot
What's the geographic pattern? Choropleth or bubble map
What's the flow/process? Sankey or flow diagram

Design Rules

  1. Title states the insight, not the data. "Revenue grew 3x" not "Revenue 2023-2025."
  2. Start Y-axis at zero for bar charts. Line charts can start at non-zero with clear labeling.
  3. Remove chartjunk: gridlines, borders, 3D effects, decorative elements.
  4. Color with purpose: highlight the data point that matters, gray the rest.
  5. Label directly on the chart when possible (not in a separate legend).
  6. Responsive: Charts must be readable on mobile (simplify, don't just shrink).

Anti-Patterns

  • Pie charts with more than 5 slices.
  • 3D charts (ever).
  • Dual Y-axis (almost always confusing).
  • Rainbow color schemes (not accessible, not meaningful).
  • Truncated axes that exaggerate differences.