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: |
0.2.3 |
| Depends: |
R (≥ 4.1.0), 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, cli, pillar |
| Suggests: |
testthat (≥ 3.0.0), tm, quanteda, knitr, rmarkdown |
| Published: |
2026-02-11 |
| DOI: |
10.32614/CRAN.package.text2map |
| Author: |
Dustin Stoltz 
[aut, cre],
Marshall Taylor
[aut] |
| Maintainer: |
Dustin Stoltz <dss219 at lehigh.edu> |
| BugReports: |
https://gitlab.com/culturalcartography/text2map/-/issues |
| License: |
MIT + file LICENSE |
| URL: |
https://culturalcartography.gitlab.io/text2map |
| NeedsCompilation: |
no |
| Materials: |
README, NEWS |
| CRAN checks: |
text2map results |
Documentation:
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