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.

Version: 0.4.3
Imports: stm (≥ 1.3.7), tidygraph (≥ 1.3.1), ggraph (≥ 2.2.1), igraph (≥ 2.0.3), ggrepel (≥ 0.9.5), shiny (≥ 1.8.1), shinyBS (≥ 0.6.0), shinydashboard (≥ 0.7.2), shinyjs (≥ 2.1.0), ggplot2 (≥ 3.5.1), purrr (≥ 1.0.2), stringr (≥ 1.5.1), dplyr (≥ 1.1.4), tibble (≥ 3.2.1), DT (≥ 0.33.0), readr (≥ 2.1.5), huge (≥ 1.3.5), stats, scales
Suggests: quanteda (≥ 4.0.2), knitr, rmarkdown
Published: 2024-06-21
DOI: 10.32614/CRAN.package.stminsights
Author: Carsten Schwemmer ORCID iD [aut, cre], Jonne Guyt [ctb]
Maintainer: Carsten Schwemmer <c.schwem2er at gmail.com>
BugReports: https://github.com/cschwem2er/stminsights/issues
License: MIT + file LICENSE
URL: https://github.com/cschwem2er/stminsights
NeedsCompilation: no
Materials: README, NEWS
CRAN checks: stminsights results

Documentation:

Reference manual: stminsights.html , stminsights.pdf
Vignettes: Introduction to stminsights (source, R code)

Downloads:

Package source: stminsights_0.4.3.tar.gz
Windows binaries: r-devel: stminsights_0.4.3.zip, r-release: stminsights_0.4.3.zip, r-oldrel: stminsights_0.4.3.zip
macOS binaries: r-release (arm64): stminsights_0.4.3.tgz, r-oldrel (arm64): stminsights_0.4.3.tgz, r-release (x86_64): stminsights_0.4.3.tgz, r-oldrel (x86_64): stminsights_0.4.3.tgz
Old sources: stminsights archive

Linking:

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