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Flex (fast lexical analyzer generator) is a free and open-source software alternative to lex. [2] It is a computer program that generates lexical analyzers (also known as "scanners" or "lexers").
Mathematica – provides built in tools for text alignment, pattern matching, clustering and semantic analysis. See Wolfram Language, the programming language of Mathematica. MATLAB offers Text Analytics Toolbox for importing text data, converting it to numeric form for use in machine and deep learning, sentiment analysis and classification ...
The generated algorithm for lexical analysis is based on the concept that any regular expression engine can in principle be used to tokenize input into tokens: given a set of n regular expression patterns for =, …,, a regular expression of the form "()|()|...|()" with n alternations may be specified to match and tokenize the input.
Voyant Tools is an open-source, web-based application for performing text analysis. It supports scholarly reading and interpretation of texts or corpus, particularly by scholars in the digital humanities , but also by students and the general public.
RAMP editor: can generate enhanced authority records for creators of archival collections; XEcho Shows your global cross-wiki notifications from 800+ wikis at a glance; quarry:, a place to run queries on databases of Wikimedia projects; MTC!, A tool that makes it easy to transfer files to Commons en masse.
Relate unstructured text with structured data such as dates, numbers or categorical data for identifying temporal trends or differences between subgroups or for assessing relationship with ratings or other kind of categorical or numerical data. Visualization tools to visualize and interpret text analysis results: Dendrogram with optional bar chart
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TAPoR (Text Analysis Portal for Research) is a gateway that highlights tools and code snippets usable for textual criticism of all types. The project is housed at the University of Alberta , and is currently led by Geoffrey Rockwell, Stéfan Sinclair, Kirsten C. Uszkalo, and Milena Radzikowska.
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