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text2map
View on CRAN: Click
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Download and install text2map package within the R console
Install from CRAN:
install.packages("text2map")
Install from Github:
library("remotes")
install_github("cran/text2map")
Install by package version:
library("remotes")
install_version("text2map", "0.2.0")
Attach the package and use:
library("text2map")
Maintained by
Dustin Stoltz
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-08-24
Latest Update: 2023-06-20
Description:
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>.
How to cite:
Dustin Stoltz (2021). text2map: R Tools for Text Matrices, Embeddings, and Networks. R package version 0.2.0, https://cran.r-project.org/web/packages/text2map. Accessed 22 Dec. 2024.
Previous versions and publish date:
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Complete documentation for text2map
Functions, R codes and Examples using
the text2map R package
Some associated functions: CMDist . CoCA . Matrix . anchor_lists . doc_centrality . doc_similarity . dtm_builder . dtm_melter . dtm_resampler . dtm_stats . dtm_stopper . find_projection . find_rejection . find_transformation . ft_wv_sample . get_anchors . get_centroid . get_direction . get_regions . get_stoplist . jfk_speech . meta_shakespeare . perm_tester . plot.CoCA . print.CoCA . rancor_builder . rancors_builder . seq_builder . stoplists . text2map-package . tiny_gender_tagger . vocab_builder .
Some associated R codes: CMDist.R . CoCA.R . data.R . text2map-package.R . utils-dtm.R . utils-embedding.R . utils-methods.R . utils-perm.R . utils-textnets.R . utils.R . zzz.R . Full text2map package functions and examples
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