cleansummary

Name	cleansummary JSON
Version	0.0.5 JSON
	download
home_page
Summary	A simple package to get statistical summary of a pandas dataframe
upload_time	2023-09-17 20:00:41
maintainer
docs_url	None
author	Francis W. Onyango
requires_python
license	MIT
keywords	cleansummary
VCS
bugtrack_url
requirements	No requirements were recorded.
Travis-CI	No Travis.
coveralls test coverage	No coveralls.

            ## Get Started

Source code: [GitHub Repository](https://github.com/fonyango/cleansummary.git)

## 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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