It offers functions for splitting, parsing, tokenizing and creating a vocabulary for big text data files. Moreover, it includes functions for building a documentterm matrix and extracting information from those (termassociations, most frequent terms). It also embodies functions for calculating token statistics (collocations, lookup tables, string dissimilarities) and functions to work with sparse matrices. Lastly, it includes functions for Word Vector Representations (i.e. 'GloVe', 'fasttext') and incorporates functions for the calculation of (pairwise) text document dissimilarities. The source code is based on 'C++11' and exported in R through the 'Rcpp', 'RcppArmadillo' and 'BH' packages.
Package details 


Author  Lampros Mouselimis [aut, cre] (<https://orcid.org/0000000280241546>) 
Maintainer  Lampros Mouselimis <mouselimislampros@gmail.com> 
License  GPL3 
Version  1.1.4 
URL  https://github.com/mlampros/textTinyR 
Package repository  View on CRAN 
Installation 
Install the latest version of this package by entering the following in R:

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