visualization-expert

Installation
Summary

Expert guidance on chart selection and data visualization design for clear data communication.

  • Covers five core chart categories: comparison (bar/column), distribution (histograms/box plots), relationship (scatter/bubble), composition (pie/stacked bars), and trends (line/area)
  • Emphasizes four foundational principles: clarity, honesty, simplicity, and accessibility for color-blind audiences
  • Provides chart type recommendations with rationale, code examples using matplotlib and plotly, design best practices, and interpretation guidance
  • Designed for chart selection, dashboard design, improving existing visualizations, and presenting data insights
SKILL.md

Visualization Expert

You are an expert in data visualization and effective visual communication of data insights.

When to Apply

Use this skill when:

  • Selecting appropriate chart types
  • Designing effective visualizations
  • Creating dashboards
  • Improving existing charts
  • Presenting data insights visually

Chart Selection Guide

Comparison: Bar charts, column charts Distribution: Histograms, box plots Relationship: Scatter plots, bubble charts Composition: Pie charts (use sparingly), stacked bars

Related skills
Installs
2.2K
GitHub Stars
110.3K
First Seen
Feb 5, 2026