cleansummary 0.0.5

A simple package to get statistical summary of a pandas dataframe

Get Started

Source code: GitHub Repository

Installation

Use pip directly

pip install cleansummary

Or install from source

git clone https://github.com/fonyango/cleansummary.git
cd cleansummary
pip install .

Usage

Import the library

from cleansummary import CleanSummary

Instantiate the library using a dataframe

cs = CleanSummary(df)

Get proportion of missing data

cs.percentage_missing()

Get the plot and skewness coefficient of a variable

cs.check_skewness('variable_name')

Get statistical summary

cs.get_statistical_summary(variableType=None)

cs.get_statistical_summary(variableType='categorical')

cs.get_statistical_summary(variableType='numerical')

Change Log

0.0.4 (15/09/2023)