TAPoR 2.0

Discover Research Tools for Textual Study

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etcML

etcML (Easy Text Classification with Machine Learning) is a free text analysis tool from Stanford University that uses machine learning to identify positive and negative sentiments in texts. Users can analyze their own dataset, use a dataset provided ...
etcML
etcML

Voyant ScatterPlot

ScatterPlot creates a scatter plot graph of terms, spaced by their variation from one another. Once you arrive to ScatterPlot, insert / upload your content and let the tool perform its analysis. You may hover over these dots and click on them for ...
Voyant ScatterPlot
Voyant ScatterPlot

Ngram Statistics Package (NSP)

The Ngram Statistics Package (NSP) is a free suite for identifying word and character ngrams in large corpora developed by Ted Pederson and his team. It also generates frequency data and co-occurrences, and can generate correlations between two files. ...
Ngram Statistics Package (NSP)
Ngram Statistics Package (NSP)

Voyant Corpus Term Frequencies

Corpus Term Frequencies shows overall word frequencies for the entire corpus as well as information about how word frequencies are spread out over documents within the corpus. Hover over column headers and buttons for more information.
Voyant Corpus Term Frequencies
Voyant Corpus Term Frequencies

Voyant Mandala

Mandala is a visualization tool that imports “textual” files to perform analysis on the frequency and linkage of words. For example, you may import a play and find the linkage and frequency between a word and its speaker.  
Voyant Mandala
Voyant Mandala

LitStats

LitStats is a tool for statistical analysis of natural language texts developed in the 1980s by Dr. Stephen Reimer of the University of Alberta. From an ASCII text, it can generate word frequency counts, word lengths, initial letter frequencies, sentence ...
LitStats
LitStats

TUSTEP

TUSTEP (Tubingen System of Text Processing Tools) is a free, open source, widely-used toolbox for text processing. It is aimed at scholarly audiences, can work with texts in both latin and non-latin scripts, and is primarily designed for humanites applications. ...
TUSTEP
TUSTEP

SimpleTCT

SimpleTCT (Simple Text Comparison Tool) is a free Java-based text comparison tool offered by Open Digital Arts & Humanities Tools (OpenDAHT). It offers a simplified management environment that enables users to display .rtf files, in which they may ...
SimpleTCT
SimpleTCT

LodLive

LodLive is a web-based tool developed to demonstrate Linked Data standards applied to browsing RDF resources with a simple interface. Users can search preset datasets, including DBpedia and Freebase, or search a resource available at a web address of ...
LodLive
LodLive

Visual Browser

Visual Browser is a Java application for visualizing RDF data using the Jena framework. The resultant graphs are animated and permit users to expand and hide nodes and switch the view of edges, allowing them to focus on a small part of the network. The ...
Visual Browser
Visual Browser

Voyant Bubbles

Bubbles reads the words in a document (or corpus) and displays the highest frequency words within proportionately large bubbles. Once you arrive to Bubbles, insert / upload your content and let the tool perform its analysis.
Voyant Bubbles
Voyant Bubbles

Voyant Mandala

Mandala is a visualization tool that imports “textual” files to perform analysis on the frequency and linkage of words. For example, you may import a play and find the linkage and frequency between a word and its speaker.  
Voyant Mandala
Voyant Mandala

BookLamp

BookLamp, part of the Book Genome Project, is a tool and a resource for finding books. It offers an alternative to social recommendation engines reliant on author popularity by treating its books as equal regardless of number of copies sold. BookLamp's ...
BookLamp
BookLamp

Voyant Knots

Knots is a visualization tool that helps to understand patterns of word relevance in one or more documents. Each term is represented as a twisted line – when the lines overlap it means a relevance or linkage within the terms.
Voyant Knots
Voyant Knots

GeoTime

GeoTime is a tool for visualizing complex event-related data available for purchase. It can simultaneously visualize geospatial, temporal and link data to display activities and events. Data can be imported from ArcGIS or Microsoft Excel.
GeoTime
GeoTime

Voyant Knots

Knots is a visualization tool that helps to understand patterns of word relevance in one or more documents. Each term is represented as a twisted line – when the lines overlap it means a relevance or linkage within the terms.
Voyant Knots
Voyant Knots

Mallet

Mallet is a Java based library and command line framework that provides statistical and machine learning tools for use with natural language processing.
Mallet
Mallet

Oxford Concordance Program (OCP)

The Oxford Concordance Program (OCP) was a major and influential early concordance program developed in the late 1970s and early 1980s at the Oxford University Computing Service. It was influnced by CLOC and COCOA, and aimed to be more user-friendly ...
Oxford Concordance Program (OCP)
Oxford Concordance Program (OCP)

LIWC (Linguistic Inquiry and Word Count)

LIWC (Linguistic Inquiry and Word Count) is a text analysis program available for purchase. It calculates the degree to which various categories of words are used in a text, and can process texts ranging from e-mails to speeches, poems and transcribed ...
LIWC (Linguistic Inquiry and Word Count)
LIWC (Linguistic Inquiry and Word Count)

Gephi

Gephi is a free, open source interactive visualization and data exploration tool. Users can manipulate the display to uncover new facets of the data, enabling intutive exploration.
Gephi
Gephi

Concordance

Concordance is a commerical text analysis and concordance tool originally developed for the Humanities (formerly available via the University of Dundee School of Humanities). It offers features for text analysis, word lists, indexes, full concordances, ...
Concordance
Concordance
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