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python-pandas

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Pandas coding standards with vectorized operations.

Software Engineering#data analysis#pandas#data manipulation#schema enforcement#vectorized operations
Authorowenlamont
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Ensures Pandas code adheres to high standards of vectorized operations, Pandas-native types, and Pandera schemas.

Core Features & Use Cases

  • Vectorized Operations: Encourages the use of Pandas' built-in methods for efficient data manipulation.
  • Pandas Native Types: Promotes the use of nullable dtypes for handling missing values.
  • Pandera Schemas: Facilitates explicit type-hinting for DataFrame parameters and return types.
  • Use Case: When working on a project that involves transforming DataFrames or Series, handling missing values, or type-hinting tabular data.

Quick Start

Use the python-pandas skill to write vectorized Pandas code to transform your data.

Dependency Matrix

Required Modules

None required

Components

scripts

💻 Claude Code Installation

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Please help me install this Skill:
Name: python-pandas
Download link: https://github.com/owenlamont/agent_skills/archive/main.zip#python-pandas

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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