:book: A curated list of resources dedicated to Natural Language Processing (NLP)

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

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

Text preprocessing, representation and visualization from zero to hero.

Beautiful visualizations of how language differs among document types.

Library to scrape and clean web pages to create massive datasets.

Bioinformatics'2020: BioBERT: a pre-trained biomedical language representation model for biomedical text mining

a curated list of R tutorials for Data Science, NLP and Machine Learning

Python package for Korean natural language processing.

Manuscript of the book "Tidy Text Mining with R" by Julia Silge and David Robinson

Text mining using tidy tools :sparkles::page_facing_up::sparkles:

AutoPhrase: Automated Phrase Mining from Massive Text Corpora

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.

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)

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

A collection of notebooks for Natural Language Processing from NLP Town

A configurable web spider with a easy-to-use web console

Fast vectorization, topic modeling, distances and GloVe word embeddings in R.

A list of awesome resources for Computational Social Science

BioBERT: a pre-trained biomedical language representation model for biomedical text mining

Fast topic modeling platform

A foundational library for Semantic Hypergraphs

Fake News Detection in Python

Resources for learning about Text Mining and Natural Language Processing

R package for web-based interactive topic model visualization.

Repository with all what is necessary for sentiment analysis and related areas

Curated list of open-access/open-source/off-the-shelf resources and tools developed with a particular focus on German

A comprehensive Data and Text Mining workflow for submissions and comments from any given public subreddit.

Text Mining on the 2019 Mexican Government Report, covering from extracting text from a PDF file to plotting the results.

Various Algorithms for Short Text Mining