Top 68 text-analysis open source projects

Interpretable data visualizations for understanding how texts differ at the word level

Fake News Detection in Python

✊ Detect non-inclusive language in your source code.

Text vectorization tool to outperform TFIDF for classification tasks

Tools for cleaning and normalizing text data

Awesome-Text-Classification Projects,Papers,Tutorial .

Code and Resources for "Applied Machine Learning"

A simple WikiText parsing library for MediaWiki

Quantitative Discourse Analysis Package: Bridging the gap between qualitative data and quantitative analysis

Stanford NLP group's shared Python tools.

Manuscript of the book "Supervised Machine Learning for Text Analysis in R" by Emil Hvitfeldt and Julia Silge

A neural network intent parser

The repository provides usefull python scripts for ML and data analysis

Multilingual Stopword Lists in R

List of textual data sources to be used for text mining in R

🍊 📄 Text Mining add-on for Orange3

A curated list of awesome customer analytics content

📰 Working with newspaper data from 'LexisNexis'

Expands texts as you type, naturally

An R interface to the Onigmo regular expression library

Code for the old version of BioMedICUS, for the new version see the biomedicus3 repository.

Various examples of topic modeling and other text analysis

Rezonator: Dynamics of human engagement

Heuristic text extraction from news sites in Python3

Homer, a text analyser in Python, can help make your text more clear, simple and useful for your readers.

A Modern C++ Data Sciences Toolkit

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

PHP Text Analysis is a library for performing Information Retrieval (IR) and Natural Language Processing (NLP) tasks using the PHP language

Natural language detection library for Rust. Try demo online: https://www.greyblake.com/whatlang/

Jekyll-based static site for The Programming Historian

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)

Tutorial and introduction into programming with Python for the humanities and social sciences

Resources for learning about Text Mining and Natural Language Processing

🗣️ Tool to generate adversarial text examples and test machine learning models against them

Extraction of the journalistic five W and one H questions (5W1H) from news articles: who did what, when, where, why, and how?

Language, Knowledge, Cognition

Textpipe: clean and extract metadata from text

AYLIEN's officially supported node.js client library for accessing Text API

BERT, LDA, and TFIDF based keyword extraction in Python

This case study shows how to create a model for text analysis and classification and deploy it as a web service in Azure cloud in order to automatically classify support tickets. This project is a proof of concept made by Microsoft (Commercial Software Engineering team) in collaboration with Endava http://endava.com/en

【微信公众号：大邓和他的python】, Python语法快速入门https://www.bilibili.com/video/av44384851 Python网络爬虫快速入门https://www.bilibili.com/video/av72010301, 我的联系邮箱[email protected]

A word embeddings-based semi-supervised model for document scaling

Extraction of the five journalistic W-questions (5W) from news articles

Working with the Yelp Dataset in Azure SQL and SQL Server

Given a job title and job description, the algorithm assigns a standard occupational classification (SOC) code to the job.

Website, documentation and examples for RiTa

Hurdle Distributed Multinomial Regression (HDMR) implemented in Julia

Learning structural topic modeling using the stm R package.

AYLIEN's officially supported Go client library for accessing Text API

A collection of corpora for quanteda

An easy-to-use library to extract indices from texts.

A text analysis application for performing common NLP tasks through a web dashboard interface and an API

💒 Reproducible Extraction of Cross-lingual Topics using R

Apache UIMA Java SDK

中文文本分析相关资源汇总

KNIME - Text Processing Extension (Labs)

RECSM-UPF Summer School: Social Media and Big Data Research

The Text Mining Elixir

Korpuslinguistik war noch nie so einfach...

Apache UIMA uimaFIT