Package: stminsights 0.4.3
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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.
Authors:
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-4.4-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
natural-language-processingshinytopic-modeling
Last updated 8 months agofrom:06a31c76a7. Checks:7 OK. Indexed: yes.
Target | Result | Latest binary |
---|---|---|
Doc / Vignettes | OK | Jan 23 2025 |
R-4.5-win | OK | Jan 23 2025 |
R-4.5-linux | OK | Jan 23 2025 |
R-4.4-win | OK | Jan 23 2025 |
R-4.4-mac | OK | Jan 23 2025 |
R-4.3-win | OK | Jan 23 2025 |
R-4.3-mac | OK | Jan 23 2025 |
Exports:get_diagget_effectsget_networkrun_stminsights
Dependencies:base64encbitbit64bslibcachemclicliprcodetoolscolorspacecommonmarkcpp11crayoncrosstalkdata.tabledigestdplyrDTevaluatefansifarverfastmapfastmatchfontawesomeforeachfsgenericsggforceggplot2ggraphggrepelglmnetgluegraphlayoutsgridExtragtablehighrhmshtmltoolshtmlwidgetshttpuvhugeigraphisobandISOcodesiteratorsjquerylibjsonliteknitrlabelinglaterlatticelazyevalldalifecyclemagrittrMASSMatrixmatrixStatsmemoisemgcvmimemunsellnlmepillarpkgconfigpolyclipprettyunitsprogresspromisespurrrquadprogquantedaR6rappdirsRColorBrewerRcppRcppArmadilloRcppEigenreadrrlangrmarkdownsassscalesshapeshinyshinyBSshinydashboardshinyjsslamSnowballCsourcetoolsstmstopwordsstringistringrsurvivalsystemfontstibbletidygraphtidyrtidyselecttinytextweenrtzdbutf8vctrsviridisviridisLitevroomwithrxfunxml2xtableyaml
Readme and manuals
Help Manual
Help page | Topics |
---|---|
computes stm model diagnostics | get_diag |
extract stm effect estimates | get_effects |
extract topic correlation network | get_network |
launch the stminsights shiny app | run_stminsights |