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