Data Cleaning Pipeline Generator

Generates comprehensive data cleaning and preprocessing pipelines using pandas, polars, or PySpark with best practices for handling messy data.

When to Use

• "Clean my dataset"
• "Generate data cleaning pipeline"
• "Handle missing values"
• "Remove duplicates"
• "Fix data types"
• "Detect and remove outliers"

Instructions

1. Analyze Dataset

import pandas as pd