Package: stminsights 0.4.3

stminsights: A 'Shiny' Application for Inspecting Structural Topic Models

This app enables interactive validation, interpretation and visualization of structural topic models from the 'stm' package by Roberts and others (2014) <doi:10.1111/ajps.12103>. It also includes helper functions for model diagnostics and extracting data from effect estimates.

Authors:Carsten Schwemmer [aut, cre], Jonne Guyt [ctb]

stminsights_0.4.3.tar.gz
stminsights_0.4.3.zip(r-4.5)stminsights_0.4.3.zip(r-4.4)stminsights_0.4.3.zip(r-4.3)
stminsights_0.4.3.tgz(r-4.5-any)stminsights_0.4.3.tgz(r-4.4-any)stminsights_0.4.3.tgz(r-4.3-any)
stminsights_0.4.3.tar.gz(r-4.5-noble)stminsights_0.4.3.tar.gz(r-4.4-noble)
stminsights_0.4.3.tgz(r-4.4-emscripten)stminsights_0.4.3.tgz(r-4.3-emscripten)
stminsights.pdf |stminsights.html✨
stminsights/json (API)
NEWS

# Install 'stminsights' in R:
install.packages('stminsights', repos = c('https://cschwem2er.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/cschwem2er/stminsights/issues

On CRAN:

Conda:

natural-language-processingshinytopic-modeling

6.69 score 117 stars 84 scripts 320 downloads 1 mentions 4 exports 114 dependencies

Last updated 9 months agofrom:06a31c76a7. Checks:6 OK, 3 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 24 2025
R-4.5-winNOTEMar 24 2025
R-4.5-macNOTEMar 24 2025
R-4.5-linuxNOTEMar 24 2025
R-4.4-winOKMar 24 2025
R-4.4-macOKMar 24 2025
R-4.4-linuxOKMar 24 2025
R-4.3-winOKMar 24 2025
R-4.3-macOKMar 24 2025

Exports:get_diagget_effectsget_networkrun_stminsights

Dependencies:base64encbitbit64bslibcachemclicliprcodetoolscolorspacecommonmarkcpp11crayoncrosstalkdata.tabledigestdplyrDTevaluatefansifarverfastmapfastmatchfontawesomeforeachfsgenericsggforceggplot2ggraphggrepelglmnetgluegraphlayoutsgridExtragtablehighrhmshtmltoolshtmlwidgetshttpuvhugeigraphisobandISOcodesiteratorsjquerylibjsonliteknitrlabelinglaterlatticelazyevalldalifecyclemagrittrMASSMatrixmatrixStatsmemoisemgcvmimemunsellnlmepillarpkgconfigpolyclipprettyunitsprogresspromisespurrrquadprogquantedaR6rappdirsRColorBrewerRcppRcppArmadilloRcppEigenreadrrlangrmarkdownsassscalesshapeshinyshinyBSshinydashboardshinyjsslamSnowballCsourcetoolsstmstopwordsstringistringrsurvivalsystemfontstibbletidygraphtidyrtidyselecttinytextweenrtzdbutf8vctrsviridisviridisLitevroomwithrxfunxml2xtableyaml

Introduction to stminsights

Rendered fromintro.Rmdusingknitr::rmarkdownon Mar 24 2025.

Last update: 2024-06-21
Started: 2018-05-13