Metadata-Version: 2.1
Name: python-eda
Version: 0.1.1
Summary: Create a CLI wrapper for sweetviz Python exploratory data analysis (EDA) tool.
Author: thuwarakeshm
Author-email: thuwarakeshm@stax.com
Requires-Python: >=3.8,<4.0
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Requires-Dist: pandas (>=1.3.2,<2.0.0)
Requires-Dist: sweetviz (>=2.1.3,<3.0.0)
Requires-Dist: typer[all] (>=0.4.0,<0.5.0)
Description-Content-Type: text/markdown

# 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.

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## 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](https://towardsdatascience.com/how-to-do-a-ton-of-analysis-in-the-blink-of-an-eye-16fa9affce06)

Packaging and distribution of this CLI EDA tool using Poetry, is explained in [You Are Not Still Using Virtualenv, Are You?](https://towardsdatascience.com/poetry-to-complement-virtualenv-44088cc78fd1)

For more interesting data science tactics please visit my [Medium profile](https://thuwarakesh.medium.com). 
