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 [aut, cre], Jonne Guyt [ctb] |
| Maintainer: | Carsten Schwemmer <c.schwem2er at gmail.com> |
| BugReports: | https://github.com/cschwem2er/stminsights/issues |
| License: | MIT + fileLICENSE |
| 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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