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The Top 23 Text Mining Open Source Projects

Open source projects categorized as Text Mining
Categories > Machine Learning > Text Mining
Awesome Nlp ⭐ 15,935
📖 A curated list of resources dedicated to Natural Language Processing (NLP)
most recent commit 5 months ago
Textract ⭐ 3,699
extract text from any document. no muss. no fuss.
dependent packages 33total releases 18most recent commit 3 months agopypi textract} Downloads
Texthero ⭐ 2,773
Text preprocessing, representation and visualization from zero to hero.
dependent packages 6total releases 10most recent commit 8 months agopypi texthero} Downloads
Trafilatura ⭐ 2,447
Python & command-line tool to gather text on the Web: web crawling/scraping, extraction of text, metadata, comments
dependent packages 66total releases 39most recent commit 3 months agopypi trafilatura} Downloads
Scattertext ⭐ 2,131
Beautiful visualizations of how language differs among document types.
dependent packages 2total releases 148most recent commit 8 months agopypi scattertext} Downloads
Lazynlp ⭐ 1,867
Library to scrape and clean web pages to create massive datasets.
most recent commit 3 years ago
Nlp Roadmap ⭐ 1,618
ROADMAP(Mind Map) and KEYWORD for students those who have interest in learning NLP
most recent commit 5 years ago
Datasciencer ⭐ 1,497
a curated list of R tutorials for Data Science, NLP and Machine Learning
most recent commit 6 years ago
Konlpy ⭐ 1,350
Python package for Korean natural language processing.
most recent commit 8 months ago
Awesome Text Summarization ⭐ 1,314
A curated list of resources dedicated to text summarization
most recent commit 4 years ago
Tidy Text Mining ⭐ 1,239
Manuscript of the book "Tidy Text Mining with R" by Julia Silge and David Robinson
most recent commit 9 months ago
Tidytext ⭐ 1,136
Text mining using tidy tools ✨📄✨
dependent packages 67total releases 24most recent commit 8 months ago
Autophrase ⭐ 978
AutoPhrase: Automated Phrase Mining from Massive Text Corpora
total releases 3most recent commit 2 years ago
Spider ⭐ 907
A configurable web spider with a easy-to-use web console
most recent commit 6 years ago
Nlp In Practice ⭐ 861
Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.
most recent commit 3 years ago
Rake Nltk ⭐ 851
Python implementation of the Rapid Automatic Keyword Extraction algorithm using NLTK.
dependent packages 19total releases 7most recent commit 3 years agopypi rake-nltk} Downloads
Text2vec ⭐ 829
Fast vectorization, topic modeling, distances and GloVe word embeddings in R.
dependent packages 18total releases 10most recent commit 5 months ago
Open Semantic Search ⭐ 741
Open Source research tool to search, browse, analyze and explore large document collections by Semantic Search Engine and Open Source Text Mining & Text Analytics platform (Integrates ETL for document processing, OCR for images & PDF, named entity recognition for persons, organizations & locations, metadata management by thesaurus & ontologies, search user interface & search apps for fulltext search, faceted search & knowledge graph)
most recent commit a year ago
Nlp Notebooks ⭐ 710
A collection of notebooks for Natural Language Processing from NLP Town
most recent commit 2 years ago
Listed Company News Crawl And Text Analysis ⭐ 689
从新浪财经、每经网、金融界、中国证券网、证券时报网上，爬取上市公司（个股）的历史新闻文本数据进行文本
most recent commit a year ago
Infranodus ⭐ 682
A Node.Js / Neo4J tool that translates words and relations into network graphs and shows you how it all connects.
most recent commit a year ago
Graphbrain ⭐ 551
Language, Knowledge, Cognition
total releases 21most recent commit 3 months ago
Ldavis ⭐ 538
R package for web-based interactive topic model visualization.
dependent packages 3total releases 2most recent commit 10 months ago
The 10 Most Depended On Text Mining Open Source Projects
Tidytext ⭐ 1,136
Text mining using tidy tools :sparkles::page_facing_up::sparkles:
dependent packages 67total releases 24latest release January 07, 2023most recent commit 8 months ago
Trafilatura ⭐ 2,447
Python & command-line tool to gather text on the Web: web crawling/scraping, extraction of text, metadata, comments
dependent packages 66total releases 39latest release November 29, 2023most recent commit 3 months agopypi trafilatura} Downloads
R.temis ⭐ 25
R.TeMiS: R Text Mining Solution
dependent packages 55total releases 5latest release April 25, 2023most recent commit 6 months ago
Textract ⭐ 3,699
extract text from any document. no muss. no fuss.
dependent packages 33total releases 18latest release March 10, 2022most recent commit 3 months agopypi textract} Downloads
Tokenizers ⭐ 170
Fast, Consistent Tokenization of Natural Language Text
dependent packages 21total releases 9latest release December 22, 2022most recent commit a year ago
Rake Nltk ⭐ 851
Python implementation of the Rapid Automatic Keyword Extraction algorithm using NLTK.
dependent packages 19total releases 7latest release September 15, 2021most recent commit 3 years agopypi rake-nltk} Downloads
Text2vec ⭐ 829
Fast vectorization, topic modeling, distances and GloVe word embeddings in R.
dependent packages 18total releases 10latest release November 09, 2023most recent commit 5 months ago
Qdap ⭐ 140
Quantitative Discourse Analysis Package: Bridging the gap between qualitative data and quantitative analysis
dependent packages 11total releases 29latest release May 11, 2023most recent commit 4 years ago
Janeaustenr ⭐ 91
An R Package for Jane Austen's Complete Novels :orange_book:
dependent packages 7total releases 7latest release August 26, 2022most recent commit 2 years ago
The 10 Latest Releases In Text Mining Open Source Projects
Edsnlp ⭐ 93
Modular, fast NLP framework, compatible with Pytorch and spaCy, offering tailored support for French clinical notes.
dependent packages 1total releases 23latest release December 04, 2023most recent commit 3 months agopypi edsnlp} Downloads
Trafilatura ⭐ 2,447
Python & command-line tool to gather text on the Web: web crawling/scraping, extraction of text, metadata, comments
dependent packages 66total releases 39latest release November 29, 2023most recent commit 3 months agopypi trafilatura} Downloads
Deduce ⭐ 47
Deduce: de-identification method for Dutch medical text
dependent packages 1total releases 21latest release November 28, 2023most recent commit 3 months agopypi deduce} Downloads
Rollinglda ⭐ 9
A rolling version of the Latent Dirichlet Allocation.
total releases 4latest release November 28, 2023most recent commit 5 months ago
Orange3 Text ⭐ 120
🍊 :page_facing_up: Text Mining add-on for Orange3
dependent packages 1total releases 60latest release November 17, 2023most recent commit 3 months agopypi Orange3-Text} Downloads
Text2vec ⭐ 829
Fast vectorization, topic modeling, distances and GloVe word embeddings in R.
dependent packages 18total releases 10latest release November 09, 2023most recent commit 5 months ago
Polminer ⭐ 45
R-package for text mining with the Corpus Workbench (CWB) as backend
dependent packages 2total releases 22latest release October 29, 2023most recent commit 6 months ago
Huspacy ⭐ 145
HuSpaCy: industrial-strength Hungarian natural language processing
dependent packages 1total releases 22latest release October 27, 2023most recent commit 4 months agopypi huspacy} Downloads
Arabica ⭐ 34
Python package for exploratory text data analysis
dependent packages 1total releases 61latest release October 23, 2023most recent commit 4 months agopypi arabica} Downloads
Acep ⭐ 6
Análisis Computacional de Eventos de Protesta (ACEP). Computer-Aided Protest Event Analysis (CAPEA)
total releases 4latest release October 19, 2023most recent commit 3 months ago
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