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data-analysis

@BOHUYESHAN-APB/N-T-AI
0
0

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

Install Skill

1Download skill
2Enable skills in Claude

Open claude.ai/settings/capabilities and find the "Skills" section

3Upload to Claude

Click "Upload skill" and select the downloaded ZIP file

Note: Please verify skill by going through its instructions before using it.

SKILL.md

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