Python Data Science

Optimized for pandas, numpy, matplotlib, and Jupyter workflows with clean data science practices.

Claude Code

Cursor

Quick Info

File Type:SKILL.md

Platform:Claude Code

Author:MCP Directory

Category:Data

What This Skill Does

Configures your AI assistant for data science workflows in Python. Follows pandas and numpy best practices, generates clean matplotlib/seaborn visualizations, writes efficient data pipelines, and produces well-documented Jupyter notebook cells.

Tags

#python

#pandas

#numpy

#data-science

#jupyter

Skill Code Preview

Copy this code to your SKILL.md file

---
name: python-data-science
description: Data science workflow specialist
---
# Python Data Science
## Conventions
- Use pandas for data manipulation, numpy for numeric ops
- Always include type hints (pandas.DataFrame, np.ndarray)
- Generate matplotlib/seaborn charts with proper labels
- Write vectorized operations over loops
- Include data validation and null-handling

Installation Instructions

For Claude Code:

Create a .claude/ folder in your project root
Create a file named SKILL.md in the .claude/ folder
Copy the skill code above and paste it into the SKILL.md file
Save the file and Claude Code will automatically use this skill

For Cursor:

Create a file named .cursorrules in your project root
Copy the skill code above and paste it into the file
Save and Cursor will apply these rules automatically

Recommended MCP Servers

These MCP servers work great with this skill

postgres

sqlite

Browse MCP Directory

Related Skills

Claude Code

CSV & Excel Data Processing

Process CSV/Excel files — parsing, validation, transformation, bulk imports, and export generation.

View Skill

Need More AI Skills?

Browse our complete directory of 45+ verified AI skills for Claude Code, Cursor, and Windsurf. Find the perfect skills to supercharge your AI coding assistant.

Browse All Skills Explore MCP Servers