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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.pdf
Vignettes: Introduction to stminsights

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:

Please use the canonical form https://CRAN.R-project.org/package=stminsights to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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