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Data analysis skills bohuyeshan apb data analysis

Skill bg-szy/TOP-SKILLS/skills/marketplace/data-analysis__skills-bohuyeshan-apb-data-analysis

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

Install
npx -y skills add bg-szy/TOP-SKILLS --skill data-analysis__skills-bohuyeshan-apb-data-analysis

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SKILL.md

1.1 KB, 192 tokens by cl100k_base, as published. Nobody here has run it

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

What ships with it: 1 file

34.8 KB alongside SKILL.md

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