text-mining

📖 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 ✨📄✨

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.

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分析、提取特征集，然后利用SVM、随机森林等分类器进行训练，最后对实施抓取的新闻数据进行分类预测

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

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)

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

A collection of notebooks for Natural Language Processing from NLP Town

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

A list of awesome resources for Computational Social Science

Fast topic modeling platform