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name: data-analysis version: 1.0.0 description: A skill for analyzing data using Python (pandas) and generating professional visualizations (matplotlib/seaborn). tags:

• data-analysis
• visualization
• python
• pandas

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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