Agent skill
plotly
Create interactive scientific and analytical charts with Plotly (JavaScript & Python)
Install this agent skill to your Project
npx add-skill https://github.com/vamseeachanta/workspace-hub/tree/main/.claude/skills/data/visualization/plotly
SKILL.md
Plotly
When to Use This Skill
Use Plotly when you need:
- Scientific visualizations - 3D plots, contours, heatmaps
- Statistical charts - Box plots, violin plots, histograms
- Large datasets - Efficient rendering of 100k+ points with WebGL
- Python/R integration - Seamless integration with data science workflows
- Quick interactive plots - High-level API with sensible defaults
- Dashboards - Interactive dashboards with Plotly Dash
Avoid when:
- Maximum customization needed (use D3.js)
- Extremely simple charts (use Chart.js)
- File size is critical concern
Resources
- Official Docs: https://plotly.com/python/
- JavaScript Docs: https://plotly.com/javascript/
- Dash Docs: https://dash.plotly.com/
- Gallery: https://plotly.com/python/plotly-express/
- GitHub: https://github.com/plotly/plotly.py
Sub-Skills
- 1. JavaScript Implementation (+1)
- 1. Use Plotly Express for Quick Plots (+4)
- With Pandas (+2)
Sub-Skills
- Example 1: 3D Scatter Plot (+5)
- Dashboard with Plotly Dash
- Vertical Legends (Avoid Toolbar Clash) (+5)
- Basic Charts (+5)
- JavaScript (CDN) (+2)
- Performance Tips
- HTML (Recommended for Reports) (+2)
- Built-in Templates (+1)
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