Create 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.
Usage
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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