data-analysis

Pass

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

@aiskillstorev1.0.0MIT2/22/2026

40out of 100

(0)

154stars

27downloads

38views

Install Skill

Skills are third-party code from public GitHub repositories. SkillHub scans for known malicious patterns but cannot guarantee safety. Review the source code before installing.

Install with CLI

Install globally (user-level):

npx skillhub install aiskillstore/marketplace/data-analysis

Install in current project:

npx skillhub install aiskillstore/marketplace/data-analysis --project

Suggested path: ~/.claude/skills/data-analysis/

AI Review

Instruction Quality35

Description Precision30

Usefulness45

Technical Soundness55

Scored 40 — has real Python scripts (2 files) but SKILL.md is too thin to guide usage. Code generator delegates to OpenAI API which adds dependency complexity. Visualizer has professional styling but is minimal. No workflow documentation.

SKILL.md Content

---
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