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seaborn · davila7 — Claude Code skill for statistical plots

Create statistical charts from datasets, from scatterplots to heatmaps and pair plots. Useful for exploratory analysis and figures prepared for publication.

Install into Claude Code · claude-code-templates All methods and platforms ↓ 
npx claude-code-templates@latest --skill scientific/seaborn
Open on GitHub

What seaborn does

This skill covers Seaborn plots for exploring datasets: distributions, category comparisons, regression, correlation matrices, and faceted figures. It explains how to map variable values to visual properties such as color, point size, and style, and how plots can show estimates with confidence intervals.

The material presents two APIs: plotting functions for individual axes or full figures, and the declarative seaborn.objects interface for layered charts. Its examples use Python, pandas, and matplotlib, and include residual plots for inspecting model fit. Projects that do not use Python will not benefit from these plotting instructions.

What it helps with

  • plot relationships between variables with a scatterplot
  • compare value distributions across categories
  • create a heatmap or correlation matrix
  • split a figure into panels by category
  • inspect a linear fit with a residual plot

Example prompts for the agent

  • Plot total_bill against tip and encode day with color.
  • Compare total_bill across days with a violin plot.
  • Show pairwise relationships between the numeric columns in this dataset.

How to install seaborn

1claude-code-templates

npx claude-code-templates@latest --skill scientific/seaborn

2Skills CLI (Vercel)

npx skills add davila7/claude-code-templates --skill seaborn -a claude-code

3Manually: put the files in place

~/.claude/skills/seaborn/SKILL.md

Copy the whole skill folder; for one project use .claude/skills/seaborn/

Step by step, with commands for each platform: How to install skills in Claude Code: five ways

Questions about seaborn

How do I install seaborn in Claude Code?

Run npx claude-code-templates@latest --skill scientific/seaborn. Alternatively, use npx skills add davila7/claude-code-templates --skill seaborn -a claude-code. The skill file is at ~/.claude/skills/seaborn/SKILL.md.

What does seaborn do?

The skill guides dataset-based statistical plotting, including distributions, category comparisons, regressions, correlation matrices, and faceted figures.

Which Seaborn interfaces does the skill cover?

It covers plotting functions for individual axes and complete faceted figures, plus the declarative seaborn.objects API for layered visualizations.

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