The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]dogado.de.

text2map: R Tools for Text Matrices, Embeddings, and Networks

This is a collection of functions optimized for working with with various kinds of text matrices. Focusing on the text matrix as the primary object - represented either as a base R dense matrix or a 'Matrix' package sparse matrix - allows for a consistent and intuitive interface that stays close to the underlying mathematical foundation of computational text analysis. In particular, the package includes functions for working with word embeddings, text networks, and document-term matrices. Methods developed in Stoltz and Taylor (2019) <doi:10.1007/s42001-019-00048-6>, Taylor and Stoltz (2020) <doi:10.1007/s42001-020-00075-8>, Taylor and Stoltz (2020) <doi:10.15195/v7.a23>, and Stoltz and Taylor (2021) <doi:10.1016/j.poetic.2021.101567>.

Version: 0.2.0
Depends: R (≥ 3.5.0), Matrix (≥ 1.4.2)
Imports: text2vec, parallel, doParallel, foreach, stringi, dplyr, kit, fastmatch, methods, qgraph (≥ 1.6.9), igraph (≥ 1.2.6), rlang, ClusterR, tibble, rsvd, permute
Suggests: testthat (≥ 3.0.0), tm, quanteda
Published: 2024-04-11
DOI: 10.32614/CRAN.package.text2map
Author: Dustin Stoltz ORCID iD [aut, cre], Marshall Taylor ORCID iD [aut]
Maintainer: Dustin Stoltz <dss219 at lehigh.edu>
BugReports: https://gitlab.com/culturalcartography/text2map/-/issues
License: MIT + file LICENSE
URL: https://gitlab.com/culturalcartography/text2map
NeedsCompilation: no
Materials: README NEWS
CRAN checks: text2map results

Documentation:

Reference manual: text2map.pdf

Downloads:

Package source: text2map_0.2.0.tar.gz
Windows binaries: r-devel: text2map_0.2.0.zip, r-release: text2map_0.2.0.zip, r-oldrel: text2map_0.2.0.zip
macOS binaries: r-release (arm64): text2map_0.2.0.tgz, r-oldrel (arm64): text2map_0.2.0.tgz, r-release (x86_64): text2map_0.2.0.tgz, r-oldrel (x86_64): text2map_0.2.0.tgz
Old sources: text2map archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=text2map to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.