Package: stminsights 0.4.4

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) . It also includes helper functions for model diagnostics and extracting data from effect estimates.

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

stminsights_0.4.4.tar.gz
stminsights_0.4.4.zip(r-4.7-any)stminsights_0.4.4.zip(r-4.6-any)stminsights_0.4.4.zip(r-4.5-any)
stminsights_0.4.4.tgz(r-4.6-any)stminsights_0.4.4.tgz(r-4.5-any)
stminsights_0.4.4.tar.gz(r-4.7-any)stminsights_0.4.4.tar.gz(r-4.6-any)
stminsights_0.4.4.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
stminsights/json (API)

# 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:

natural-language-processing shiny topic-modeling

6.71 score 121 stars 85 scripts 256 downloads 1 mentions 4 exports 110 dependencies

Last updated from:7c34686c5a. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel	OK	199
source / vignettes	OK	260
linux-release	OK	203
macos-release	OK	117
macos-oldrel	OK	96
windows-devel	OK	135
windows-release	OK	130
windows-oldrel	OK	147
wasm-release	OK	161

Exports:get_diag get_effects get_network run_stminsights

Dependencies:base64enc bit bit64 bslib cachem cli clipr codetools commonmark cpp11 crayon crosstalk data.table digest dplyr DT evaluate farver fastmap fastmatch fontawesome foreach fs generics ggforce ggplot2 ggraph ggrepel glmnet glue graphlayouts gridExtra gtable highr hms htmltools htmlwidgets httpuv igraph isoband ISOcodes iterators jquerylib jsonlite knitr labeling later lattice lazyeval lda lifecycle magrittr MASS Matrix matrixStats memoise mime otel pillar pkgconfig polyclip prettyunits progress promises purrr quadprog quanteda R6 rappdirs RColorBrewer Rcpp RcppArmadillo RcppEigen readr rlang rmarkdown S7 sass scales shape shiny shinyBS shinydashboard shinyjs slam SnowballC sourcetools stm stopwords stringi stringr survival systemfonts tibble tidygraph tidyr tidyselect tinytex tweenr tzdb utf8 vctrs viridis viridisLite vroom withr xfun xml2 xtable yaml

Introduction to stminsights

Rendered fromintro.Rmdusingknitr::rmarkdown

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

Citation

Development and contributors

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