data-analysis
تایید شدهA skill for analyzing data using Python (pandas) and generating professional visualizations (matplotlib/seaborn).
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نصب مهارت
مهارتها کدهای شخص ثالث از مخازن عمومی GitHub هستند. SkillHub الگوهای مخرب شناختهشده را اسکن میکند اما نمیتواند امنیت را تضمین کند. قبل از نصب، کد منبع را بررسی کنید.
نصب سراسری (سطح کاربر):
npx skillhub install aiskillstore/marketplace/data-analysisنصب در پروژه فعلی:
npx skillhub install aiskillstore/marketplace/data-analysis --projectمسیر پیشنهادی: ~/.claude/skills/data-analysis/
بررسی هوش مصنوعی
کیفیت دستورالعمل35
دقت توضیحات30
کاربردی بودن45
صحت فنی55
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.
محتوای 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