: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.

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

Fast topic modeling platform

Language, Knowledge, Cognition

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

Various Algorithms for Short Text Mining

cntext 是一个专为社会科学实证研究设计的中文文本分析 Python 库。它不仅提供传统的词频统计和情感分析，还支持词嵌入训练、语义投影计算等高级功能，帮助研究者从大规模非结构化文本中测量抽象构念——如态度、认知、文化观念与心理状态。

RMDL: Random Multimodel Deep Learning for Classification

🧫 A curated list of resources relevant to doing Biomedical Information Extraction (including BioNLP)

AraVec is a pre-trained distributed word representation (word embedding) open source project which aims to provide the Arabic NLP research community with free to use and powerful word embedding models.