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A CLI wrapper for sweetviz Python exploratory data analysis (EDA) tool.

Project description

Python EDA in CLI -- Exploratory Data Analysis in Command Line Interface

This project wraps the python exploratory data analysis tool sweetviz in a commandline interface.


You can install this package with pip. It supports Python versions 3.6+.

pip install python-eda


Generate report for a dataset

pyeda report <path-to-dataset>

Generate report for a dataset with a target variable

pyeda target <path-to-dataset> <target-variable>

Generate comparison report between two datasets

pyeda compare <path-to-dataset1> <path-to-dataset2>

Generate comparison report between two datasets with a target variable

pyeda compare <path-to-dataset1> <path-to-dataset2> <target-variable>

Python EDA Illustration

The creation of this EDA is explained in the Towards data science post Python Exploratory Data Analysis

Packaging and distribution of this CLI EDA tool using Poetry, is explained in You Are Not Still Using Virtualenv, Are You?

For more interesting data science tactics please visit my Medium profile.

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