Content analysis and text mining software WordStat is a flexible and easy-to-use text analysis software – whether you need text mining tools for fast extraction of themes and trends, or careful and precise measurement with state-of-the-art quantitative content analysis tools. KH Coder is a free software for qualitative data analysis, quantitative content analysis, and text mining for MAC and Windows. The tool provides a variety of statistical analysis functions by using MySQL, ChaSen, and R as back-end tools.
| Tool | Description | Categories | Platform | Pricing |
|---|---|---|---|---|
| @nnotate | Semi-automatic annotation of corpus data | annotation | Solaris, Linux | Free (with licence agreement) |
| aConCorde | Multilingual concordance tool (English and Arabic) | concordancer | Linux, Mac, Windows | Free |
| almaneser / SALTA | Semantic Parser/POS Tagger for English | parser, pos tagger, tagging | Free (with licence agreement) | |
| AMALGAM | Tool for grammatical annotation (POS and phrase structure). Tagging a text that was entered via email. | annotation | Web | Free |
| ANC2go | A web service that allows users to create custom sub-corpora of the ANC | ANC, sampling | Web | Free |
| ANNIS | Search and visualization tool for multi-layer linguistic corpora with diverse types of annotation | search, visualization | Web (or Linux, Mac, Windows) | Free |
| AntCLAWSGUI | Front-end interface for CLAWS tagger | pos tagger, tagging | Windows | Free |
| AntConc | Corpus analysis toolkit | wordlists, concordancer, keywords | Linux, Mac, Windows | Free |
| AntCorGen | A freeware discipline-specific corpus creation tool. | compilation, text analysis | Windows, Mac, Linux | Free |
| AntFileConverter | Freeware tool to convert PDF and Word (DOCX) files into plain text | converter | Windows, Mac | Free |
| AntFileSplitter | A freeware text file splitting tool. | compilation | Windows, Mac, Linux | Free |
| AntGram | A freeware n-gram and p-frame (open-slot n-gram) generation tool. | text analysis, n-grams, p-frames, lexical bundles, lexical frames | Windows, Mac, Linux | Free |
| AntMover | Tool for text structure (moves) analysis | text analysis | Windows | Free |
| AntPConc | Corpus analysis toolkit designed for working with parallel corpora. | wordlists, concordancer | Windows, Mac | Free |
| AntWordProfiler | Tool for profiling vocabulary level and text complexity | text complexity | Linux, Mac, Windows | Free |
| ANVIL | A tool for video annoation. | video, annotation | Windows, Linux, Mac | Free |
| ATLAS.ti | A sophistaticated QDA software for mixed methods approaches | qda, mixed methods | Windows, Mac, Android, iOS | Commerical |
| Atomic | Multi-layer corpus annotation platform. | annotation | Linux, Mac, Windows | Free |
| Authorial Voice Analyzer (AVA) | A tool for the analysis of interactional metadiscourse features. | discourse, voice | Mac | Free |
| BFSU Collocator | A collocation analysis toolkit | collocation, statistics | Windows | Free |
| BFSU English Sentence Segmenter | A simple sentence segmenter | segmentation | Windows | Free |
| BFSU Qualitative Coder | A tool for manual coding of corpora | coding, annotation | Windows | Free |
| BFSU Sentence Collector | A pedagogic concordancer | concordaner, ddl, pedagogy, language learning | Windows | Free |
| BFSU Stanford Parser | A simple parser | parser | Windows | Free |
| BNCWeb | BNCweb is a web-based client program for searching and retrieving lexical, grammatical and textual data from the British National Corpus (BNC). | analysis, concordancer | Web | Free |
| BootCat | Tool for crawling and compiling data from the web with a list of seed words. | crawler, compilation | ||
| Bow | Statistical Language Modeling, Text Retrieval, Classification and Clustering | text analysis | UNIX, Linux | Free |
| BSFU ParaConc | A parallel concordancer | concordancer, parallel | Windows | Free |
| BSFU PowerConc | A fairly powerful concordancer | concordancer | Windows | Free |
| BSFU Stanford POS Tagger | A PoS tagger | pos tagger, tagging | Windows | Free |
| CasualConc | CasualConc is a concordance program that runs natively on Mac 10.9 or late | concordancer | OSX | Free |
| CATMA (Computer Assisted Text Markup and Analysis) | An undogmatic, complex annotation and analysis package | markup, analysis, visualization, annotation | Web | Free |
| Chared | Tool for detecting the character encoding of a text | text analysis | Python 2.6 or later | Free |
| Chi-Square and Log Likelihood Calculator | A simple tool for calculating Chi-squared and LL | statistics | Windows | Free |
| CLaRK | XML Based System For Corpora Development | compilation | Free (with licence agreement) | |
| CLAWS POS-Tagger | CLAWS- POS Tagger | pos tagger, tagging | Web | Via licence or in-house tagging at Lancaster |
| CLiC | A corpus tool to support the analysis of literary texts. | concordancer | Web | Free |
| Coh-Metrix | Coh-Metrix is a system for computing computational cohesion and coherence metrics for written and spoken texts.It allows readers, writers, educators, and researchers to instantly gauge the difficulty of written text for the target audience. | cohesion, coherence, readability, textual analysis | Web | Free |
| Colligator 2.0 | A colligation query/analysis toolkit | colligation | Windows | Free |
| Collocate | Tool for the extraction of concordances and collocations | concordancer | Windows | 35 USD |
| CoMOn | A tooil for corpus matching analysis | matching | Web | Free |
| ConcGramCore | A modern rewrite of ConcGram (Greaves 2005) that allows efficiently searching for concgrams. | collocation, concgram | Windows | Open Source |
| Concordance Randomizer | A concordance randomizer | concordancer | Windows | Free |
| Concordancer | Online tool for frequency counts and text clouds | concordancer | Web | Free |
| CorpKit | An advanced modern corpus toolkit with an emphasis on visualization and annotated corpora. | wordlists, parsing, concordancer, visualization | Linux, Mac, Windows (Python) | Free |
| CorporaCoCo | A set of R functions used to compare co-occurrence between corpora | collocation | R | Free |
| Corpus Presenter | Tree tagger and corpus analysis software | wordlists, parsing, concordancer, visualization | Windows | Free |
| Corpus-Tools | Text annotation and analysis tool | text analysis | Free | |
| CorpusExplorer | A complex corpus analysis toolkit combining 45 interactive tools. | visualization, exploration, tagging, text analysis | Windows | Free, Open Source |
| CorpusSearchLite | Searches parsed corpora in the Penn Treebank format | searching | ||
| CPQWeb | Overview of and access to a wide range of corpora | database | Web | Free (once registered) |
| DART | An annotation tool and research environment for annotating dialogues. | dialogues, annotation | Windows | Free |
| DepCluster | A tool used for lexeme-based collexeme analysis. | lexis, collexeme | ||
| DeTagging Tool | A tool that strips annotation/tags from files | cleaning, annotations | Windows | Free |
| Dexter | Tool for text annotation | annotation | Linux, Mac, Windows | Free |
| DISCO | Corpus pre-processing tool for a variety of languages that Dallows to retrieve the semantic similarity between arbitrary words and phrases | tokenization, annotation | Windows, Linux, Solaris, and MacOS | Free |
| DisMo | An automatic multi-level annotator for spoken language corpora. | spoken, multilevel, multi-layer, pos tagger, annotation, tagging | ||
| DocuScope | A tool for computer-aided rhetorical anyalysis | rhetorical analysis, text analysis, visualization | Windows (Java) | Free |
| ELAN | Transcription and annotation of sound or video files | transcription, annotation | Linux, Mac, Windows | Free |
| Emdros | A database engine fpr analyzed and annotated text. | database, annotation, query | Windows, Linux, Mac | Free, Open Source |
| EncodeAnt | Tool for the detection and conversion of character encodings | converter | Windows, Mac | Free |
| EXMARaLDA | Tool for transcription, annotation, corpus analysis of spoken data | transcription, annotation, analysis | Free | |
| f4analyse | QDA software specifically geared towards interview (spoken) data | qda, spoken | Windows, Mac, Linux | Commerical |
| f4transkript | Software for transcribing audio data | transcription, spoken | Windows, Max, Linux | Commercial |
| FireAnt | Social media analysis toolkit | downloader, converter | Windows, Mac | Free |
| FLAIR (2.0) | An online tool for language teachers and learners that analyzes grammatical constructions and readability on the fly. | constructions, readability | Web | Free |
| Flesh PC | Calculating Flesh-scores | readability, statistics | Windows | Free |
| FrameNet | Dictionary of more than 10,000 word senses, tagged for semantic roles (according to Fillmorean Frame Semantics) | semantic parser | Web | Free |
| gensim | Deep learning via word2vec | word2vec | Multi (Python) | Free, Open Source |
| Gephi | A toolkit for network analysis | network analysis, graphs | Windows, Linux, Mac | Free |
| Google Ngrams | An ngram-viewer for the whole of Google Books | ngrams | Web | Free |
| GraphColl | Tool for building and exploring networks of linguistic collocations | visualization | Windows, Mac | Free |
| Gsearch | Tool for syntactic pattern matching | pattern matching | ? | Down |
| HeidelGram Web-Based Tools | Basic corpus analysis toolkit for the HeidelGram Corpus | wordlists, concordancer | Web | Free |
| HeidelTime | A multilingual, domain-sensitive temporal tagger | temporal tagger, timex3 | Java | Free, Open Source |
| Heimdall | A tool that searches a text for sequences written in other languages. | language detection | Linux, Windows, Mac | Open Source |
| HGSimpleCorpusNetwork | Batch frequency analysis on corrupted (e.g. OCR) corpus data and generation of network analysis data. | wordlists, network analysis | Multi (Python) | Free, Open Source |
| HTST Samuels | Historical Thesaurus Semantic Tagger via web-interface | semantic tagger | Web | Free |
| ICARUS | Search and visualization tool for dependency trees | visualization | Free | |
| ICEweb | A tool for compiling, downloading, and analyzing web corpora in accordance with the ICE | ICE, compilation, crawler | Windows | Free |
| IMS Corpus Workbench | Tool for sorting frequencies in corpora | wordlists, concordancer | Web and local version | Free |
| Intelligent Archive | Managing corpora for stylometry | stylometry, management | Windows, Unix, Linux, Mac | Free |
| jTokenizer | Tokenizing natural language | tokenizer | Free | |
| JusText | Tool for removing boilerplate content, such as navigation links, headers, and footers from HTML pages | boilerplate remover | Python | Free |
| juxta | Comparing and collating multiple witnesses to single textual works | textual criticism, witnesses | Windows, Unix, Linux, Mac | Free |
| Kaleidographic | A dynamic and interactive visualization tool for multivariate data. | visualization | Web | Free |
| KAT Tool | Grouping patterns based on search terms | patterns, concordancer | Windows | Free |
| kdiff3 | KDiff3 is a diff and merge program. | comparison | Windows, Linux, OSX | Free, Open Source |
| Keyword Plus | A keyword generation/analysis tool | keywords | Windows | Free |
| kfNgram | A simple tool for generating n-grams | n-grams, p-frames | Windows | Free |
| Khepri | A view-based toolfor exploring (historical sociolinguistic) data | sociolinguistics, visualization | JavaScript, Web | Free, Open Source |
| KoGra-R | An R-based online tool that provides statistical measures for corpus-based frequencies | statistics, frequency analysis | Web | Free |
| KorAP | A complex platform for corpus analysis developed at the IDS in Mannheim | analysis, multilevel, multi-layer | Web | Free, Open Source |
| LancsBox | The Lancaster Desktop Corpus Toolbox; Software package for the analysis of language data and corpora | collocation, frequency analysis, keywords | Java | Free (CC) |
| langid.py | A standalone language identification tool written in Python. | language detection | Linux, Windows, Mac | Open Source |
| LDA-Toolkit | A toolkit for linguistic discourse and image analysis. | discourse, images | Windows | Free |
| Leipzig Corpus Miner | A modern text mining infrastructure for qualitative data analysis | qda, mixed methods, text mining, lexicometrics, topic models, information retrieval | Linux, Windows, Mac (via VM) | Free |
| LEXA | A complex lemmatizer. | lexis, lemmaizer | Free | |
| LexisNexis | A database containing (new and old) news articles. They also have other (business) data. | news, data | Web | Commercial |
| lexpan | A tool to analyze syntagmatic structures in corpora. Especially useful to analyze fillers and slots. | syntagmatic, slots | Windows, Linux, Mac | Free |
| LightSide | A machine learning workbench. | machine learning | Linux, Windows | Free, Open Source |
| Linguistica | Word segmentation and morphological analysis? | segmentation, morphological tagger | Linux, Mac, Windows | Free |
| LIWC | A tool that tries to compute scores for different emotions, thinkings styles, and social concerns. | lexical analysis, style | Web | Free (but commerical) |
| MALLET | Package for statistical natural language processing, document classification, clustering, topic modeling, information extraction, and other machine learning applications to text | statistical nlp | Windows | Free |
| MAT - Multidemensional Analysis Tagger | A tagger for MDA (Biber et al.) by Andrea Nini. | tagging, MDA | Windows, Mac | Free |
| MAXQDA | Sophisticated QDA software that works with multimodal data and supports mixed methods approaches | qda, mixed methods | Windows, Mac, Android, iOS | Commerical |
| MLCT | Tool for building and processing corpora | concordancer, sentence boundary detector | Free | |
| MMAX2 | A multi-level annotation tool | annotation, multilevel, multi-layer | Java | Free, Open Source |
| MonoConc Esy | Concordancing and text search tool that allows primary and secondary concordancing | concordancer, sentence boundary detector | Free for non-commerical research | |
| MorphAdorner | Tool for performing morphological tagging of texts | morphological tagger | Free | |
| N-Gram Processor (NGP) | A perl based tool for the creation and processing of n-gram lists out of text files. | n-grams | Linux, Windows, Mac | Open Source |
| NATAS | A spacy-based library for processing historical corpora (with a focus on neologisms). | historical, python, lexis | Linux, Windows, Mac | Open Source |
| Natural Language Toolkit | Platform for building Python programs to work with human language data | tokenizer, tagger | Unix, Mac, Windows (+Python 3.4) | Free |
| NooJ | Tags texts and corpora (i.e. sets of text files) at the Orthographical, Lexical, Morphological, Syntactic and Semantic levels | multilevel tagger | Windows, Mac, LINUX and BSD Unix | Free |
| NoSketch Engine | Word sketches, thesaurus, keyword computation, corpus creation | corpus creation, semantic analysis, wordlists | Free | |
| Onion | Tool for removing duplicate parts from large collections of texts | duplicate remover | Free | |
| Online Graded Text Editor | Tool for profiling a text's vocabulary level and complexity | text analysis, editing, vocabulary | OSX, Windows | Free |
| OpenConc | Tool for concordancing | concordancer | Free | |
| PALinkA | Annotation tool | annotation | Down | |
| ParaConc | A bilingual/multilingual concordancer | concordancer | Non-Free | |
| Pareidoscope | Pareidoscope is a collection of tools for determining the association between arbitrary linguistic structures, such as collocations, collostructions or between structures. | collocation, constructions | Free | |
| PatCount | A pattern counting tool with powerful statistic capabilities and regex support | patterns | Windows | Free |
| Pattern Builder | A tool helping with regular expressions and PoS tags | regex, tagging | Windows | Free |
| Pepper | Conversion between linguistic formats, e.g. from TEI to ANNIS to Tiger XML to EXMARaLDA. | conversion | Free | |
| Phonological CorpusTools (PCT) | Phonological analysis on transcribed corpora | phonology | Multi (Python) | Free |
| PhraseContext | Tool for wordlists, concordancing, collocation, TTR, | wordlists, concordancer | 35€ | |
| Pipoca (formerly openQDA) | A web-based QDA software | qda, mixed methods | Web | Free, Open Source |
| Praaline | Praaline is a system for metadata management, annotation, visualisation and analysis of spoken language corpora. | speech, prosody, spoken, annotation, concordancer, search, visualization, converter, analysis | Windows, Mac, Linux | Free / Open Source (GPL3) |
| PRAAT | A tool for doing phonetics by computer | phonetics, spoken | Windows, Mac, Linux | Open Source |
| ProtAnt | Tool for prototypical text analysis | wordlists | Windows, Mac | Free |
| pysupersensetagger | Analyses texts for MWE and supersenses. | text analysis | Unix, Mac (Python) | Free |
| PyXMLConc | Concordancer for XML files with automatic tag and attribute detection. | concordancer | Multi (Python), Windows | Free, Open Source |
| Quanteda | A python library used to study neologisms in historical English corpora. | R | Linux, Windows, Mac | Open Source |
| Query Tool for the Edenburgh Associative Thesaurus | A query tool for the EAT | query, thesaurus | Windows | Free |
| Readability Analyzer | A tool for generating various readability statistics | readability, statistics | Windows | Free |
| Readability Webfx | A tool to check how easy or difficult (readability) a given text is. | readability | Web | Free |
| RSTTool | Tool that can annotate texts for constituency and rhetorical structure | annotation | Windows, Macintosh, UNIX and LINUX | Free |
| Salt | Meta models for linguistic data. | meta modelling | Free | |
| SarAnt | Tool for batch search and replacing | editing, searching | Windows | Free |
| SegmentAnt | Tool for the segmentation of Japanese and Chinese | segmentation, tokenizing | Windows, Mac, Linux | Free |
| Shinyconc | ShinyConc is a framework for generating custom web-based concordancers and is written in R and R Shiny. | concordancer, kwic, r | Open Source / R | Free |
| Simple Concordance Program | Tool for concordance and word listing that works with many languages | concordancer | Windows, Mac | Free |
| SketchEngine | Word sketches, thesaurus, keyword computation, corpus creation | corpus creation, semantic analysis, wordlists, keywords | 30 day trial or 4,85€/month | |
| SpiderLing | Software for obtaining text from the web useful for building text corpora | crawler | Free | |
| SPPAS | A tool for the automatic annotation and analysis of speech. | speech, spoken, annotation | Windows, Mac, Linux | Free, Open Source |
| SPre | Tool for segmenting and annotating texts | annotation | Free | |
| Stanford Log-linear POS Tagger | POS Tagger (with Penn Treebank Tagset) for English, Arabic, Chinese, German | pos tagger, tagging | Free | |
| Stanford Topic Modeling Toolbox | The Stanford Topic Modeling Toolbox (TMT) allows users to perform topic modeling on texts imported from spreadsheets. It supports both LDA and labelled LDA. | topic modeling | Java | Free |
| Stylo for R | Tool for computational stylistic analysis (authorship attribution, genre analysis) | text analysis | Free | |
| Sub-Corpus Creator | A tool for creating sub-corpora based on search searchs and metadata | compilation | Windows | Free |
| Synpathy | Tool for manual syntactic annotation | annotation | Windows, Mac, Linux | Free |
| TAACO | TAACO is a tool that calculates 150 indices of textual/lexical cohesion. | cohesion, lexical sophistication | All | Free, Open Source |
| TAALES | TAALES measures over 400 indices of lexical sophistication. | lexical sophistication | Mac, Linux, Windows | Open Source |
| TagAnt | Part-of-speech tagging tool built on Tree Tagger | pos tagger, tagging | Windows, Mac, Linux | Free |
| TagCrowd | A simple tool for generating tag/word clouds online | word clouds, visualization | Web | Free |
| Tagxedo | A tool for generating word clouds. | word clouds, visualization | Web | Free |
| TASX-Annotator | Tool for multilevel annotation and transcription of (multi-channel) video and audio data. | multilevel tagger, transcription | Windows, Mac, Linux, Solaris | Down |
| Text Analysis Computing Tools (TACT) | A simple, fairly old concordancer. | concordancer | Commercial | |
| Text Variation Explorer | The Text Variation Explorer TVE is a tool for exploring the effect of window size on various common linguistic measures. It visualizes these measures and allows for PCA/Cluster analysis. | visualization, variation analysis | Java | Free |
| Text Visualization Browser | A survey/gallery of text visualizations | visualization | Web | Free |
| Textanz | Language analysis program that produces frequency lists, word lists, parts of speech tags. | wordlists, concordancer, pos tagger, dictionary | Any OS | Free, Open Source |
| TextArc | A tool for visualizing the structure of texts. | visualization | ||
| TextDirectory | TextDirectory is a tool for aggregating text files based on various filters and transformation functions. | compilation, text-processing, python | Windows, Linux, OSX | Free, Open Source |
| Textplot | A tool for mapping a document into a network of terms in order to visualize the topic structure. | visualization, network analysis | Python | Free, Open Source |
| Textplot | A tool for converting documents into (semantic) networks based on KDE. | semantics, network analysis, graphs | Linux, Windows, Mac | Open Source |
| TextSmith Tools | A tool for genre-informed phraseological profiles | phraseology, segmentation | Windows | Free |
| TextSTAT | Tool for creation and manipulation of linguistic data from different languages | corpus creation, concordancer | Windows, GNU/Linux und MacOS | Free |
| The (Phonetic) Transcription Editor | An editor for creating phonetic transcriptions | transcription | Windows | Free |
| The Great American Word Mapper | A visualization tool for the top 100,000 words used in American English twitter data. | twitter, lexis, social media | Web | Free |
| The Simple Corpus Tool | A corpus analysis toolkit that supports XML annotations. | concordancer, annotation, xml, frequency | Windows | Free |
| The Simple PoS Tagger | A simply PoS-tagger utilizing Perl Lingua::EN:Tagger | pos tagger, tagging | Windows | Free |
| The SPAADIA concordancer | A concordancer for the SPAADIA corpus | concordancer, SPAADIA | Windows | Free |
| The Text Feature Analyser | A tool for investigating textual features and various meassures | text analysis, concordancer | Windows | Free |
| Thesaurus.com | English language thesaurus with links to English dictionary and translation sites. | efl, esl, linguistics | Not sure, I'm not a programmer or geek. | Free |
| TigerSearch | Tool for searching syntactically and POS-tagged corpora | search tool, pos tagger | Free | |
| TnT - Thorsten Brants's PoS Tagger | A simple PoS-Tagger | pos tagger, tagger, tagging | Windows/Unix | Available via Stanford |
| Tree Editor TrEd 2.0 | Graphical editor and viewer for tree-like structures. | visualization | Windows, GNU/Linux und MacOS | Free |
| TreeTagger | Tool for annotating text with part-of-speech and lemma information | pos tagger, annotation | Windows, Mac, Linux | Free |
| TurboParser | Multilingual dependency parser with linear programming | parser | Free | |
| Twarc | A command line tool (and Python library) for archiving Twitter JSON | twitter, social media | Python, Windows, Linux, Mac | Free, Open Source |
| Tweet NLP | Tweet tokenizer, POS Tagger, hierarchical word clusters, and a dependency parser for tweets, along with annotated corpora and web-based annotation tools. Clusters: http://www.cs.cmu.edu/~ark/TweetNLP/cluster_viewer.html | pos tagger, tokenizer, parser | Free | |
| TWINT | A Twitter scraping tool written in Python that allows for scraping Tweets from Twitter profiles without using Twitter's API. | twitter, social media, scraping | Linux, Windows, Mac | Open Source |
| TXM | XML & TEI compatible text analysis software based on TreeTagger, the CQP search engine and the R statistical environment. | text analysis, concordancer, r, statistics, search tool, tokenizer, xml | Windows,Mac,Linux,Tomcat | Free |
| UAM CorpusTool | Text annotation tool and statistics for various types of linguistic analysis and multilayer annotation | annotation, multi-layer annotation, computer-assisted annotation | Free | |
| UAM ImageTool | Image annotation tool for visual data corpora | annotation | Free | |
| Unitok | Tool that splits texts into tokens | tokenizer | Free | |
| VARD | Spelling variant detection and deletion in historical corpora (particularly EModE) | variant detector | Free (with academic email) | |
| VariAnt | Tool for the detection of spelling variants | variant detector | Windows | Free |
| Voyant Tools | A web-based reading/analysis toolkit for digital texts. | reading, text analysis, visualization, trends patterns | Web | Free, Open Source |
| VU Amsterdam Metaphor Identification Corpus | Corpus tool for metaphor identification | metaphor identification, metaphors | Web and local version | Free |
| WConcord 3.0 | A full featured concordancer | concordancer | Free | |
| WebAnno | A web-based annotation tool | annotation, web-based | Web | Free |
| WebLicht | WebLicht is an execution environment for automatic annotation of text corpora embedded with the CLARIN-D project. | annotation | Web | Free (CLARIN-D Account needed) |
| Wmatrix | Tool for corpus analysis and comparison. Provides access to CLAWS and USAS. | wordlists, concordancer, pos tagger, semantic tagger, keywords, web-based | Web | £50 per username per year |
| WordCruncher | A tool for searching, studying, and analyzing digital texts and corpora. The tool has been tested for corpora up to a billion words. | concordancer, wordlists, collocates, n-grams, keywords, key phrases, ebooks | Windows, Mac, iOS | Free |
| WordFish | Extract political positions from text documents. | political science | R | Free |
| WordHoard | Close reading and scholarly analysis of deeply tagged texts | close reading | Windows, Unix, Linux, Mac | Free |
| Wordle | A tool for generating word clouds. | word clouds, visualization | Web | Free |
| WordMap | A simple web-based word-map / wordcloud generator. | visualization, web-based | Web | Free |
| Wordscores | A tool (approach) to extract dimensional information from political texts | political science, information retrieval | Free | |
| Wordsmith | One of the most established corpus toolkits providing a variety of functionality | concordancer, wordlists, statistics, keywords | Windows | 60€ per licence |
| Wordstatix | Corpus analysis tool | concordancer | Free | |
| Worldbuilder | Tool for annotation and visualisation in analysis applying text-world-theory | annotation, visualization | ||
| Xaira | Indexing and analysis of XML resources, | indexing, xml | Windows | Free, Open Source |
| YACSI Chinese Tokeniser / PoS Tagger | A Chinese tokenizer and PoS tagger | chinese, tokenizer, pos tagger | Windows | Free |
| Log-Likelihood and Effect-Size Calculator | An online calculator for log-likelihoof and effect sizes. | statistics | Web | Free |
| CorefAnnotator | An annotation tool for coreference. | corerference, annotation | Windows, Linux, Mac | Open Source |
| SoMaJo | A tokenizer and sentence splitter for German and English web and social media texts. | tokenizer, sentence boundary detector | Linux, Mac, Windows | Free, Open Source |
| SoMeWeTa | A part-of-speech tagger with support for domain adaptation and external resources. | tagging, pos, pos tagger | Linux, Mac, Windows | Free, Open Source |
| COCA_MWU20 ColloGram | A collocation analysis tool based on a COCA collocation family list. | collocation | Windows | Free |
| RDQA | An R package for Qualitative Data Analysis (QDA). | qda | Windows, Linux/FreeBSD, Mac | Free |
| KWords | A tool for keyword identification and analysis. | keywords, CADS, concordancer, collocation analysis | Windows, Linux, Mac | Free |
| Range Program (formerly VocabProfiler) (Paul Nation) | A tool for for analyzing the vocabulary load of texts. | voabulary, lexis | Windows | Free |
| Frequency Program (Paul Nation) | A tool that turns a text or texts into a word list with frequency figures. | vocabulary, frequency, lexis | Windows | Free |
| Compleat Lexical Tutor | A website featuring various tools and materials for a text. | visualization, concordancer | Web | Free |
| Cortext Manager | A scriptable 'ecosystem' for modeling and exploring corpora. Especially useful for creating topic models and co-occurence networks. | NER, topic models, visualization, word2vec, collocation, keywords | Web | Free |
| AMesure | A web-based system to analyse the reading complexity of French texts | text complexity, readability | Web | Free |
| CEFRLex | A web-based tool to analyse the lexical complexity of words in texts according to the CEFR scale in various languages. | text complexity, readability, language learning | Web | Free |
| PACTE | A flexible collaborative text annotation platform that is currently in development. | annotation | Web | Free (for research) |
| CLAN | A tool for searching and analyzing child language data in the CHAT transcription format. | search, wordlists, collocation, child language, CHILDES | Windows, Mac, Unix | Free, Open Source |
| NVIVO | A commercial Computer-Assisted Qualitative Data Analysis Software (CAQDAS) software that works with both qualitative and mixed methods data | qda, mixed methods | Windows, Mac | Commercial |
| QDA Miner | A commercial QDA tool for coding, annotating, retrieving and analyzing collections of documents and images. | qda, mixed methods, text analysis | Windows | Commercial |
| tagtog | A text annotation tool specifically built to train AI/ML models. | machine learning, annotation | Cloud-Based | Commerical |
| Calc: Corpus Calculator | A web-based tool to calculate basic corpus statistics, for example, comparing frequencies across corpora. | statistics | Web | Free |
| gwic | A very basic KWIC tool written in Go. | concordancer, KWIC | Windows, Mac, Linux | Open Source |
| ACTRES Rhetorical Movel Tagger | A tool for tagging rhetorical moves. | tagging, rhetorics | Web | Commerical |
| ACTRES Corpus Browser | A tool for retrieving tagged information in more than one language. | tagging | Web | Commerical |
| ACTRES Corpus Manager | A corpus compilation and analysis platform with a focus on multilingual and parallel corpora. | compilation, corpus management, annotation, multilingual | Web | Commercial |
| VideoAnt | A web-based tool to annotate and discuss web-hosted videos. | annotation, video | Web | Free |
| buzz | A python-based linguistic analysis tool. | parsing, concordancer, visualization | Python | Free, Open Source |
| SLATE | SLATE is a python-based CLI annotation tool. It is very lightweight and can be used for various types of span-based annotation. | annotation | Python | Free, Open Source |
| YEDDA | YEDDA is a python-based collaborative text span annotation tool with support for a very wide variety of languages including Chinese. | annotation | Python | Free, Open Source |
| LightTag | A commercial text annotation tool focused on managing and working with teams of annotators. | annotation, tagging, ai-tagging | Web | Commerical |
| ICECUP | The ICE Corpus Utility Program (ICECUP) is a corpus exploration tools for parsed corpora such as ICE-GB and DCPSE. | ICE, exploration | Free | |
| Corpona | A Python library for processing XML- and JSON-based corpora. | library, XML, JSON, annotation | Python | Open Source |
| Murre | A tool for normalising and generating dialectal Finnish and Swedish | python, variation, dialectal data, finnish | Linux, Mac, Windows | Free |
| FinMeter | A tool for analyzing Finnish poetry in terms of meter, rhyme, semantics, metaphors etc. | lexical analysis, rhetorical analysis, poem analysis, metaphor interpretation, metaphor identification, semantics, metaphors, finnish | Linux, Mac, Windows | Free |
| UralicNLP | NLP tools (primarily) for Uralic languages | uralic, parser, pos tagger, tagging, inflection, morphological tagger | Linux, Mac, Windows | Free |
| ConvoKit | A toolkit for extracting conversational features and analyzing social phenomena in conversations, using an interface inspired by (and compatible with) scikit-learn. | python, conversational analysis, social media | Python | Free, Open Source |
| INCEpTION | A semantic annotation platform that offfers intelligent annotation assistance and knowledge management | annotation, multi-layer annotation, computer-assisted annotation, web-based | Web | Free, Open Source |
| QualCoder | QualCoder is free, open source software for qualitative data analysis. | qda, text analysis | Linux, Mac, Windows | Free, Open Source |
| English Grammar Profiler | A CEFR grammar profiler for ESL/EFL. | grammar, parsing, ESL/EFL, CEFR | Web | Free |
| UBIAI | A NLP-oriented text annotation platform for teams with comprehensive auto-annotation features. | annotation, NLP | Web | Commerical |
Total Number of links listed: 10
Are you looking for text mining online tool free? Now get all the access to your account in one-click using the Online Tool links provided below:
Top 26 Free Software for Text Analysis, Text Mining, Text Analytics in 2020 – Reviews …
https://www.predictiveanalyticstoday.com/top-free-software-for-text-analysis-text-mining-text-analytics/
Apache OpenNLP, Google Cloud Natural Language API, General Architecture for Text Engineering- GATE, Datumbox, KH Coder, QDA Miner Lite, RapidMiner Text Mining Extension, VisualText, TAMS, Natural Language Toolkit, Carrot2, Apache Mahout, KNIME Text Processing, Textable, Apache UIMA, tm- Text Mining Package, Pattern, Gensim, Aika, Distributed Machine Learning Toolkit, LPU, Apache Stanbol, LingPipe are some of the top Free Text Analysis, Text Mining, Text Analytics Software.
Status: Online
Free Text Analytics and Text Mining | MeaningCloud
https://www.meaningcloud.com/products/free-text-analytics
MeaningCloud offers a solution for every situation. Whether you want to perform text analytics as a start-up, a professional, a business, an enterprise or simply use it for free, MeaningCloud contemplates your case.But what exactly do you get for free? Everything! You get access to every APIs, integration within other tools and even customization options.
Status: Online
6+ Best Text Mining software, free download for Windows, Mac | DownloadCloud
https://www.downloadcloud.com/text-mining-software.html
This is free software that can be used to perform quantitative analysis of content or text mining. Texts from languages such as Japanese, French, German, Spanish, Italian, Portuguese and English can be analyzed in this software. Hence this software can be used for computational linguistics. This software can be downloaded on any Windows platform. GATE
Status: Online
Content Analysis SEO Tool: Check Keyword Density, Optimize Text + Count Words Free …
https://seoscout.com/tools/keyword-analyzer
Analyze your content for SEO with our text analytics tools Our free software helps you understand how machines and humans might interpret your text, which can help you improve your writing for SEO. By mining the text for data on readability, word count and frequency, and keyword density, you can understand how a search engine may see your text.
Status: Online
Text mining, text analytics & content analysis with free open source software
https://www.opensemanticsearch.org/doc/analytics/textmining
Text data mining (TDM) by text analysis, information extraction, document mining, text comparison, text visualization and topic modelling. The search engine extracts automatically texts of different file formats and uses grammar rules (stemming) to index and find different word forms.. On this base and index you can search, review, filter, analyze and mine content with different text mining …
Status: Online
4 Easiest-to-Use Free and Open Source Text Analysis Software
https://www.softwareadvice.com/resources/easiest-to-use-free-and-open-source-text-analysis-software/
Aylien text analysis is a cloud-based business intelligence (BI) tool that helps teams label documents, track issues, analyze data, and maintain models. It also allows users to extract meaning from content within public datasets. (Available on a monthly subscription.) Aylien’s text analysis API integrates with tools including Google Sheets.
Status: Online
Can you recommend a Free Text Mining tool? – ResearchGate
https://www.researchgate.net/post/Can_you_recommend_a_Free_Text_Mining_tool
i suggest R{+these packages tm, nlp, lda, topicmodel, hcluster, ..etc} because as a tool, R would make your life much easier, +listing names of lots of text mining softwares/packages at first may …
Status: Online
Text Analyzer – Text analysis Tool – Online Utility – Free Online Software, Computer …
https://www.online-utility.org/text/analyzer.jsp
Text Analysis Online Program. Finds most frequent phrases and words, gives overview about text style, number of words, characters, sentences and syllables.
Status: Online
Voyant Tools
https://voyant-tools.org/
Voyant Tools is a web-based reading and analysis environment for digital texts.
Status: Online
Paraphrase Online – The Best Free Paraphrasing Tool & Text Rewriter
https://www.paraphrase-online.com/
Content Analysis Software Free Mac
Paraphrase Online is free app that can be used for automatic dynamic text processing. Special algorithm enables the synonymization of words, detection and exchange of inflectional forms, as well as rewording of phrases, expressions and even the whole sentences.
Status: Online
Content Analysis Tool
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