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The Top 866 Text Analysis Open Source Projects

Categories > Text Processing > Text Analysis
Text Analytics With Python ⭐ 1,073
Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.
most recent commit 2 years ago
Quanteda ⭐ 727
An R package for the Quantitative Analysis of Textual Data
dependent packages 41total releases 51most recent commit a month ago
Whatlang Rs ⭐ 725
Natural language detection library for Rust. Try demo online: https://whatlang.org/
dependent packages 11total releases 30most recent commit 2 months agocargo whatlang} Downloads
Obsei ⭐ 651
Obsei is a low code AI powered automation tool. It can be used in various business flows like social listening, AI based alerting, brand image analysis, comparative study and more .
total releases 11most recent commit a month ago
Homer ⭐ 607
Homer, a text analyser in Python, can help make your text more clear, simple and useful for your readers.
most recent commit 2 years ago
Meta ⭐ 568
A Modern C++ Data Sciences Toolkit
most recent commit 2 years ago
Open Semantic Search ⭐ 531
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 4 months ago
Passage ⭐ 527
A little library for text analysis with RNNs.
total releases 4most recent commit 4 years ago
Awesome Sentiment Analysis ⭐ 482
Repository with all what is necessary for sentiment analysis and related areas
most recent commit 9 months ago
Jekyll ⭐ 463
Jekyll-based static site for The Programming Historian
most recent commit a day ago
Php Text Analysis ⭐ 423
PHP Text Analysis is a library for performing Information Retrieval (IR) and Natural Language Processing (NLP) tasks using the PHP language
dependent packages 6total releases 39most recent commit a year agopackagist yooper/php-text-analysis} Downloads
Graphbrain ⭐ 411
Language, Knowledge, Cognition
total releases 18most recent commit 2 months ago
Giveme5w1h ⭐ 397
Extraction of the journalistic five W and one H questions (5W1H) from news articles: who did what, when, where, why, and how?
total releases 15most recent commit 3 months ago
Text_mining_resources ⭐ 390
Resources for learning about Text Mining and Natural Language Processing
most recent commit a year ago
Python Course ⭐ 369
Tutorial and introduction into programming with Python for the humanities and social sciences
most recent commit a year ago
Legal Text Analytics ⭐ 368
A list of selected resources, methods, and tools dedicated to Legal Text Analytics.
most recent commit 22 days ago
Atap ⭐ 349
Code for Applied Text Analysis with Python
most recent commit 2 months ago
Python For Text Analysis ⭐ 345
If you want to use Python for text analysis, this course is for you!
most recent commit 8 months ago
Textanalysis.jl ⭐ 328
Julia package for text analysis
most recent commit 7 months ago
Woke ⭐ 325
Detect non-inclusive language in your source code.
total releases 68most recent commit 21 days ago
Artificial Adversary ⭐ 317
🗣️ Tool to generate adversarial text examples and test machine learning models against them
dependent packages 1total releases 3most recent commit 4 years agopypi Adversary} Downloads
Textpipe ⭐ 290
Textpipe: clean and extract metadata from text
total releases 39most recent commit a year ago
Pykospacing ⭐ 265
Automatic Korean word spacing with Python
most recent commit 15 days ago
Fake_news_detection ⭐ 251
Fake News Detection in Python
most recent commit 5 months ago
Shifterator ⭐ 247
Interpretable data visualizations for understanding how texts differ at the word level
dependent packages 1total releases 7most recent commit 15 days agopypi shifterator} Downloads
Textnets ⭐ 209
Text analysis with networks.
total releases 21most recent commit 7 days ago
Smltar ⭐ 207
Manuscript of the book "Supervised Machine Learning for Text Analysis in R" by Emil Hvitfeldt and Julia Silge
most recent commit 14 days ago
Wikitextparser ⭐ 201
A Python library to parse MediaWiki WikiText
dependent packages 12total releases 176most recent commit a day agopypi wikitextparser} Downloads
Textclean ⭐ 191
Tools for cleaning and normalizing text data
dependent packages 9total releases 9most recent commit 8 months ago
Textvec ⭐ 186
Text vectorization tool to outperform TFIDF for classification tasks
total releases 4most recent commit 10 hours ago
Applied Ml ⭐ 145
Code and Resources for "Applied Machine Learning"
most recent commit 2 years ago
Main ⭐ 144
CS579: Online Social Network Analysis at the Illinois Institute of Technology
most recent commit 3 years ago
Awesome Text Classification ⭐ 144
Awesome-Text-Classification Projects,Papers,Tutorial .
most recent commit 5 years ago
Stanza Old ⭐ 141
Stanford NLP group's shared Python tools.
most recent commit 4 years ago
Qdap ⭐ 140
Quantitative Discourse Analysis Package: Bridging the gap between qualitative data and quantitative analysis
dependent packages 8total releases 28most recent commit 2 years ago
Textnets ⭐ 138
R package to perform automated text analysis using network techniques
most recent commit 2 years ago
Padatious ⭐ 132
A neural network intent parser
dependent packages 1total releases 26most recent commit 8 months agopypi padatious} Downloads
Support Tickets Classification ⭐ 128
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
most recent commit a year ago
Temos ⭐ 115
Official PyTorch implementation of the paper "TEMOS: Generating diverse human motions from textual descriptions"
most recent commit a day ago
R Text Data ⭐ 109
List of textual data sources to be used for text mining in R
most recent commit a year ago
Ml Dl Scripts ⭐ 106
The repository provides usefull python scripts for ML and data analysis
most recent commit 2 years ago
Stopwords ⭐ 102
Multilingual Stopword Lists in R
dependent packages 14total releases 7most recent commit 6 months ago
Orange3 Text ⭐ 101
🍊 📄 Text Mining add-on for Orange3
total releases 51most recent commit 5 days ago
Ps239t ⭐ 91
Introduction to Computational Tools and Techniques for Social Research
most recent commit 2 years ago
Blueprints Text ⭐ 89
Jupyter notebooks for our O'Reilly book "Blueprints for Text Analysis Using Python"
most recent commit 5 months ago
Alchemylanguage Nodejs ⭐ 87
Alchemy Language Node.js Sample Application
most recent commit 5 years ago
Text Matcher ⭐ 85
A simple text reuse detection CLI tool.
total releases 6most recent commit 14 days ago
Topic Modeling Tool ⭐ 84
A point-and-click tool for creating and analyzing topic models produced by MALLET.
most recent commit a year ago
Nlpbuddy ⭐ 82
A text analysis application for performing common NLP tasks through a web dashboard interface and an API
most recent commit 3 years ago
Pdfs Textextract ⭐ 77
Multiple and Large PDF Documents Text Extraction.
most recent commit 2 months ago
Lexisnexistools ⭐ 77
📰 Working with newspaper data from 'LexisNexis'
total releases 10most recent commit a month ago
Ritajs ⭐ 75
RiTa: generative language tools
dependent packages 1total releases 210most recent commit 12 days agonpm rita} Downloads
Ruts ⭐ 70
Библиотека для извлечения статистик из текстов на русском языке.
total releases 9most recent commit 2 months ago
Summarization ⭐ 70
A sequence to sequence model for abstractive text summarization
most recent commit 5 years ago
Itaur ⭐ 65
Introduction to Text Analysis Using R
most recent commit 4 years ago
Awesome Customer Analytics ⭐ 62
A curated list of awesome customer analytics content
most recent commit 5 years ago
Kospacing ⭐ 61
Automatic Korean word spacing with R
most recent commit 2 years ago
A2z F18 ⭐ 61
ITP A2Z Course for Fall 2018
most recent commit 2 years ago
Textgen ⭐ 61
Almost state of art text generation library
total releases 20most recent commit 3 months ago
Spark ⭐ 60
Apache Spark (Scala, PySpark, SparkR) Code, Tricks, and References
most recent commit 3 years ago
Quanteda.dictionaries ⭐ 58
Dictionaries for text analysis
most recent commit 3 months ago
Corporaexplorer ⭐ 58
An R package for dynamic exploration of text collections
total releases 10most recent commit 15 days ago
Cognitive Services Sample Data Files ⭐ 57
Cognitive Services sample data files
most recent commit 14 days ago
Catma ⭐ 57
Computer Assisted Text Markup and Analysis
most recent commit 11 days ago
Chinesetextanalysisresouce ⭐ 57
中文文本分析相关资源汇总
most recent commit 6 months ago
Ore ⭐ 56
An R interface to the Onigmo regular expression library
dependent packages 9total releases 16most recent commit 8 months ago
Cue.language ⭐ 54
A small Java library for simple text analysis - counting strings, identifying languages, and removing stop words.
most recent commit 4 years ago
Genderizer ⭐ 53
Genderizer is a language independent module which tries to detect gender by looking given first names and/or analyzing sample texts.
dependent packages 1total releases 2most recent commit 8 years agopypi genderizer} Downloads
Orangetext ⭐ 52
🍊📄 : An #rstats project to keep track of The 🍊 One's speeches
most recent commit 5 years ago
Learning Stm ⭐ 51
Learning structural topic modeling using the stm R package.
most recent commit 5 years ago
Dadengandhispython ⭐ 51
【微信公众号：大邓和他的python】, Python语法快速入门https://www.bilibili.com/video/av44384 Python网络爬虫快速入门https://www.bilibili.com/video/av720 我的联系邮箱[email protected]
most recent commit 6 months ago
Natural Language Processing And Computational Linguistics ⭐ 51
Natural Language Processing and Computational Linguistics, published by Packt
most recent commit 22 days ago
Newsmap ⭐ 50
Newsmap: geographical news classifier
total releases 12most recent commit 2 months ago
Textmood ⭐ 49
A Xamarin + IoT + Azure sample that detects the sentiment of incoming text messages, performs sentiment analysis on the text, and changes the color of a Philips Hue lightbulb
most recent commit a day ago
Rainette ⭐ 45
R implementation of the Reinert text clustering method
total releases 6most recent commit 2 months ago
Uima Uimaj ⭐ 45
UIMA Java SDK, version 3 (in main), 2 (in main-v2)
dependent packages 123total releases 23most recent commit 13 days ago
Jstor ⭐ 44
Import journal data from DfR (JSTOR)
total releases 10most recent commit 7 months ago
Biomedicus ⭐ 44
Code for the old version of BioMedICUS, for the new version see the biomedicus3 repository.
dependent packages 2total releases 3most recent commit 2 years ago
Vosondash ⭐ 43
R Shiny application for interactive analysis of networks created by vosonSML.
total releases 2most recent commit 5 months ago
Woolly ⭐ 43
The Text Mining Elixir
total releases 3most recent commit a year ago
Lsx ⭐ 43
A word embeddings-based semi-supervised model for document scaling
total releases 13most recent commit 2 days ago
Tatom ⭐ 42
Quantitative Text Analysis for the digitale Geisteswissenschaften
most recent commit 7 years ago
Rita ⭐ 42
Website, documentation and examples for RiTa
most recent commit a month ago
Lexiconpt ⭐ 40
R package: Lexicons for Portuguese Text Analysis
most recent commit 4 years ago
Taguette ⭐ 40
Free and open source qualitative research tool -- MIRROR OF GITLAB REPOSITORY
most recent commit 5 days ago
Slinky ⭐ 39
Slinky, a high-performance web crawler / text analytics in Python, Redis, Hadoop, R, Gephi
most recent commit 12 years ago
Oneai Sdk Node ⭐ 39
Node.js SDK for One AI APIs. One AI is an NLP-as-a-service platform. Our APIs enables language comprehension in context, transforming texts from any source into structured data to use in code.
most recent commit 5 days ago
Semantria Sdk ⭐ 39
Semantria SDK
total releases 3most recent commit 2 years ago
Contexto ⭐ 38
Librería en Python para minería de texto y NLP
total releases 3most recent commit a year ago
Corpus Db ⭐ 38
A textual corpus database for the digital humanities.
most recent commit 2 years ago
Kwx ⭐ 37
BERT, LDA, and TFIDF based keyword extraction in Python
total releases 23most recent commit 18 days ago
Fipi ⭐ 37
Automated political text analysis. The machine learning model is trained on data from the https://manifestoproject.wzb.eu/ and uses bag-of-words features to predict political tendencies.
most recent commit 5 years ago
Text Analytics W Python 2e ⭐ 36
Source Code for 'Text Analytics with Python,' 2nd Edition by Dipanjan Sarkar
most recent commit 3 years ago
Seededlda ⭐ 36
Semisupervided LDA for theory-driven text analysis
dependent packages 1total releases 4most recent commit 3 months ago
Text_analytics ⭐ 36
Basic text analytics and natural language processing in Python
total releases 2most recent commit a year ago
Azure For Developers Workshop ⭐ 36
The Azure cloud is huge and the vast service catalog may appear daunting at first, but it doesn’t have to be!
most recent commit 2 years ago
Eui Text Workshop ⭐ 35
Methods workshop: Automated Text Analysis with R
most recent commit 6 years ago
Korpus ⭐ 35
An R Package for Text Analysis
most recent commit a year ago
Wordhoard ⭐ 35
This Python module can be used to obtain antonyms, synonyms, hypernyms, hyponyms, homophones and definitions.
total releases 19most recent commit 2 months ago
Occupationcoder ⭐ 34
Given a job title and job description, the algorithm assigns a standard occupational classification (SOC) code to the job.
most recent commit 7 months ago
1-100 of 866 projects
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