lois

The fastest and easy way to get insight of your dataset

Purpose of the package

• The purpose of this package is to provide to data scientist and data analyst a faster way to get insight of their dataset .

Features

• EDA Simplification

Getting Started

The package can be found on pypi hence you can install it using pip

Installation

pip install lois

Usage

# Import packages
>>> import pandas as pd
>>> from lois import lois_ds_report
#Import your dataset
>>> data=pd.read_csv("your data path")
#Simple report with lois
>>> lois_ds_report(data,target_variable="gender", report_complexity="simple" )
#Advanced report with lois
>>> lois_ds_report(data, target_variable="gender", report_complexity="advanced")

Contribution

Contribution are welcome. Notice a bug ? let us know. Thanks you

Author

• Main Maitainer : Charles TCHANAKE
• email : datadevfernolf@gmail.com

Additionnal Note

In very large dataset lois may take time to process all the data