Metadata-Version: 2.1
Name: pybaseanal
Version: 0.0.4
Summary: A package to import basic libraries and perform basic data analysis
Home-page: http://pybaseanal.phaf.in
Author: Ateendra Jha
Author-email: jhaateendra@gmail.com
Keywords: python,pandas,numpy,basic libraries,Null analysis
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.6
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: pandas
Requires-Dist: numpy
Requires-Dist: seaborn
Requires-Dist: matplotlib
Requires-Dist: docx

# pybaseanal

[![forthebadge made-with-python](http://ForTheBadge.com/images/badges/made-with-python.svg)](https://www.python.org/)                 
[![Python 3.10](https://img.shields.io/badge/python-3.10-blue.svg)](https://www.python.org/downloads/)   

## Functionality of the pybaseanal

- Importing basic libraries at once
- Perform basic data processing 
> - Null analysis
> - Graph plots
> - Data type conversion

## Usage

- To read dataframe
- To perform EDA
- To annalyse the null
```
pip install pybaseanal
```
##### For Null Values
- null_Analysis(data_df, null_Cuttoff = 25, headcount = 5)
- plot_categorical_frequency(df, output_path='cat_graph.docx')
- convert_columns_to_preferred_types(df)
- generate_visualizations_and_report(df, output_path='output.docx')

## Note 
- Please drop your suggestions on pydev@phaf.in 

## More Information
- Visit [pybaseanal.phaf.in](http://pybaseanal.phaf.in)
