Package: text2map 0.2.0

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>.

Authors:Dustin Stoltz [aut, cre], Marshall Taylor [aut]

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NEWS

Peer review:

Bug tracker:https://gitlab.com/culturalcartography/text2map

On CRAN:

27 exports 1.41 score 107 dependencies 21 scripts 324 downloads

Last updated 3 months agofrom:1d7048f8ab. Checks:OK: 7. Indexed: yes.

Exports:cmdistCMDistcocaCoCAdoc_centralitydoc_similaritydtm_builderdtm_melterdtm_resamplerdtm_statsdtm_stopperfind_projectionfind_rejectionfind_transformationget_anchorsget_centroidget_directionget_regionsget_stoplistMatrixperm_testerrancor_builderrancors_builderseq_buildertest_anchorstiny_gender_taggervocab_builder

Dependencies:abindbackportsbase64encbslibcachemcheckmatecliclusterClusterRcodetoolscolorspacecorpcorcpp11data.tabledigestdoParalleldplyrevaluatefansifarverfastmapfastmatchfdrtoolfloatfontawesomeforeachforeignFormulafsgenericsggplot2glassogluegmpGPArotationgridExtragtablegtoolshighrHmischtmlTablehtmltoolshtmlwidgetsigraphisobanditeratorsjpegjquerylibjsonlitekitknitrlabelinglatticelavaanlgrlifecyclemagrittrMASSMatrixMatrixExtramemoisemgcvmimemlapimnormtmunsellnlmennetnumDerivpbapplypbivnormpermutepillarpkgconfigplyrpngpsychqgraphquadprogR6rappdirsRColorBrewerRcppRcppArmadilloreshape2RhpcBLASctlrlangrmarkdownrpartrsparserstudioapirsvdsassscalesstringistringrtext2vectibbletidyselecttinytexutf8vctrsviridisviridisLitewithrxfunyaml