Data analysis

Skill aiskillstore/marketplace/skills/bohuyeshan-apb/data-analysis

Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.

Install

npx -y skills add aiskillstore/marketplace --skill data-analysis

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A skill for analyzing data using Python (pandas) and generating professional visualizations (matplotlib/seaborn).

SKILL.md

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Data Analysis & Visualization Skill

This skill empowers the agent to perform data analysis and generate visualizations using Python libraries. It is designed to be used in conjunction with a sandbox environment.

Capabilities

1. Data Processing

Pandas: Clean, filter, and aggregate data.
NumPy: Numerical computations.

2. Visualization

Matplotlib/Seaborn: Generate high-quality charts (bar, line, scatter, pie, heatmap).
Theme Matching: Apply color palettes consistent with the document theme.

Usage

The skill provides utility functions to generate Python code that can be executed in the sandbox.

Scripts

code_generator.py: Generates Python scripts for analysis and plotting.
visualizer.py: Helper library (injected into sandbox) to ensure consistent styling.

Dependencies (Sandbox Environment)

pandas
numpy
matplotlib
seaborn