Text preprocessing, representation and visualization made easy.
Project description
Text preprocessing, analysis and visualization from zero to hero
From zero to hero • Installation • Getting Started • Documentation • Contributions
From zero to hero
Texthero is a python toolkit for quick handling of text data. Texthero is concise, simple to learn and integrates smoothly with Pandas.
Given a Pandas DataFrame with one or more text columns, texthero help to preprocess the text data, map it into vectors using different algorithms and models and visualize it on screen.
Installation
pip install texthero
Getting started
Documentation
Texthero main objective is to provide a quick solution for handling text data. For this reason, we believe the documentation must be kept very simple and intuitive.
Texthero is split into three main files
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preprocessing.py
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representation.py
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visualization.py
Contributions
Any help, feedback and contribution is very appreciated. Texthero is in beta version and therefore any help is very appreciated, just open an issue
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