A simple data cleansing tool using pandas
Project description
datarun
datarun is a lightweight Python package that helps you cleanse your pandas DataFrames with minimal configuration.
It supports automatic handling of duplicates, missing values, constant columns, and type conversion.
Features
- Drop duplicate rows
- Handle missing values using mean, median, mode, or drop
- Drop constant-value columns
- Convert string-based numeric columns to proper types
- Configurable and simple to use
Installation
pip install datarun
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