Text Mining Python Packages

trafilatura

Python & Command-line tool to gather text and metadata on the Web: Crawling, scraping, extraction, output as CSV, JSON, HTML, MD, TXT, XML

textract

extract text from any document. no muss. no fuss.

rake-nltk

Python implementation of the Rapid Automatic Keyword Extraction algorithm using NLTK.

breadability

Reworked https://www.readability.com/ parsing library (now https://mercury.postlight.com/ is living alternative)

pyphonetics

A Python 3 phonetics library.

textract-py3

Maintained fork of deanmalmgren/textract to replace '*' dependencies and other updates

matcher-py

A high-performance matcher designed to solve LOGICAL and TEXT VARIATIONS problems in word matching, implemented in Rust.

edsnlp

Modular, fast NLP framework, compatible with Pytorch and spaCy, offering tailored support for French clinical notes.

scattertext

Beautiful visualizations of how language differs among document types.

orange3-text

🍊 :page_facing_up: Text Mining add-on for Orange3

averbis-python-api

Conveniently access the REST API of Averbis products using Python

deduce

Deduce: de-identification method for Dutch medical text

huspacy-nightly

HuSpaCy: industrial-strength Hungarian natural language processing

huspacy

HuSpaCy: industrial-strength Hungarian natural language processing

trrex

Efficient string matching with regular expressions

arabica

Python package for text mining of time-series data

shorttext

Various Algorithms for Short Text Mining

bent

Biomedical Term Annotator

rosette-api

Babel Street Analytics Client Library for Python

texthero

Text preprocessing, representation and visualization from zero to hero.

multi-rake

Multilingual Rapid Automatic Keyword Extraction (RAKE) for Python

chemdataextractor

Automatically extract chemical information from scientific documents

random-word-generator

This library helps you to create random words i.e noise in text data. Helpful in many tasks like the generation of random authorization token generation of constant or variable length, text data augmentation, etc.

pyss3

A Python library for Interpretable Machine Learning in Text Classification using the SS3 model, with easy-to-use visualization tools for Explainable AI :octocat: