AgentSkillsCN

data-analysis

一项使用 Python（pandas）分析数据并生成专业可视化图表（matplotlib/seaborn）的技能。

SKILL.md
--- frontmatter
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

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