A simple package to get statistical summary of a pandas dataframe
Project description
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)
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