A storyteller
Project description
Simple yet flexible Data Analytics tool for Data Scientists.
What is it?
storyscience is a Python package that provides flexible, and easy to use functions for various analytical operations. It aims to provide support for business analytics and NLP purposes. It has the broader goal of becoming one of the most powerful and flexible open source data analysis / manipulation tool available in python language.
Main Features
Here are just a few of the things that it can provide:
- Easy handling of missing data.
- Provides summary of data and error scores of models for regression and classification.
- Provides suggestive methods for imputing and deleting rows and columns.
- Support for map visuals,using plotly.
- Provides statistical methods like zscore and iqr(interquartile range)
- Support for categorical and numerical data plotting, using matplotlib and seaborn.
Installation
pip install storyscience
Documentation
The documentation for this can be found here : Getting Started.
Build
python setup.py sdist bdist_wheel
PYPI
twine upload dist/*
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