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

7.5M 6K 363

textract

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

386K 5K 675

rake-nltk

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

278K 1K 151

breadability

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

101K 205 25

pyphonetics

A Python 3 phonetics library.

86K 139 21

matcher-py

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

84K 18 1

textract-py3

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

54K 14 2

scattertext

Beautiful visualizations of how language differs among document types.

20K 2K 286

edsnlp

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

18K 163 41

orange3-text

🍊 :page_facing_up: Text Mining add-on for Orange3

11K 134 86

averbis-python-api

Conveniently access the REST API of Averbis products using Python

6K 12 5

deduce

Deduce: de-identification method for Dutch medical text

5K 64 27

trrex

Efficient string matching with regular expressions

3K 146 7

arabica

Python package for text mining of time-series data

3K 75 16

huspacy

HuSpaCy: industrial-strength Hungarian natural language processing

3K 182 18

huspacy-nightly

HuSpaCy: industrial-strength Hungarian natural language processing

3K 182 18

rosette-api

Babel Street Analytics Client Library for Python

2K 38 37

shorttext

Various Algorithms for Short Text Mining

2K 471 74

bent

Biomedical Term Annotator

2K 9 1

multi-rake

Multilingual Rapid Automatic Keyword Extraction (RAKE) for Python

2K 272 37

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:

2K 348 44

texthero

Text preprocessing, representation and visualization from zero to hero.

2K 3K 237

semantic-keywords

TF-IDF counts words. semantic-keywords understands meaning. It uses sentence embeddings (all-MiniLM-L6-v2 by default) and Maximal Marginal Relevance (MMR) to return keywords that are both relevant and diverse — not just the most frequent phrases. Works fully offline after a one-time model download. No API key. No rate limits.

1K 0 0

pyeditdistance

A pure, minimalist, no-dependency Python library of various edit distances.

1K 0 0