{
  "_id": "6ad1fa07c96d212026e70452",
  "Package": "stminsights",
  "Type": "Package",
  "Title": "A 'Shiny' Application for Inspecting Structural Topic Models",
  "Version": "0.4.4",
  "Date": "2026-09-02",
  "Authors@R": "c(\nperson(\"Carsten\", \"Schwemmer\", email = \"c.schwem2er@gmail.com\", comment = c(ORCID = \"0000-0001-9084-946X\"), role = c(\"aut\", \"cre\")),\nperson(\"Jonne\", \"Guyt\", email = \"j.y.guyt@uva.nl\", role = \"ctb\")\n)",
  "URL": "https://github.com/cschwem2er/stminsights",
  "BugReports": "https://github.com/cschwem2er/stminsights/issues",
  "Description": "This app enables interactive validation, interpretation\nand visualization of structural topic models from the 'stm'\npackage by Roberts and others (2014) . It also includes helper\nfunctions for model diagnostics and extracting data from effect\nestimates.",
  "License": "MIT + file LICENSE",
  "Encoding": "UTF-8",
  "RoxygenNote": "7.3.2",
  "VignetteBuilder": "knitr",
  "Config/pak/sysreqs": "cmake libfontconfig1-dev libfreetype6-dev\nlibglpk-dev make libicu-dev libuv1-dev libxml2-dev libx11-dev\nzlib1g-dev",
  "Repository": "https://cschwem2er.r-universe.dev",
  "Date/Publication": "2026-09-02 14:23:34 UTC",
  "RemoteUrl": "https://github.com/cschwem2er/stminsights",
  "RemoteRef": "HEAD",
  "RemoteSha": "7c34686c5af62f4e1aaac05f2bcc7103bf2e3fd1",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-10-16 10:14:40 UTC",
    "User": "root"
  },
  "Author": "Carsten Schwemmer [aut, cre] (ORCID:\n<https://orcid.org/0000-0001-9084-946X>),\nJonne Guyt [ctb]",
  "Maintainer": "Carsten Schwemmer <c.schwem2er@gmail.com>",
  "_user": "cschwem2er",
  "_type": "src",
  "_file": "stminsights_0.4.4.tar.gz",
  "_fileid": "https://r2.ropensci.org/98b9b26b2aa3ccfbf45f450bc7cdefa201ef452af30ea47fc5ef4761d7a1e4ee",
  "_filesize": 1015128,
  "_sha256": "98b9b26b2aa3ccfbf45f450bc7cdefa201ef452af30ea47fc5ef4761d7a1e4ee",
  "_expires": "2027-01-24T10:18:45.000Z",
  "_created": "2026-10-16T10:14:40.000Z",
  "_published": "2026-10-16T10:18:47.592Z",
  "_buildurl": "https://github.com/r-universe/cschwem2er/actions/runs/38885595752",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_jobs": [
    {
      "job": 116923692948,
      "time": 192,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "12039693369"
    },
    {
      "job": 116923692935,
      "time": 192,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12038819439"
    },
    {
      "job": 116923693180,
      "time": 150,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "12039089756"
    },
    {
      "job": 116923692903,
      "time": 146,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12038819343"
    },
    {
      "job": 116922550010,
      "time": 184,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12039772395"
    },
    {
      "job": 116923692951,
      "time": 138,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "12039772894"
    },
    {
      "job": 116923692972,
      "time": 117,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "12039623422"
    },
    {
      "job": 116923693103,
      "time": 124,
      "config": "windows-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "12039812107"
    },
    {
      "job": 116923693139,
      "time": 108,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12039528206"
    }
  ],
  "_upstream": "https://github.com/cschwem2er/stminsights",
  "_commit": {
    "id": "7c34686c5af62f4e1aaac05f2bcc7103bf2e3fd1",
    "author": "Carsten Schwemmer <c.schwem2er@gmail.com>",
    "committer": "Carsten Schwemmer <c.schwem2er@gmail.com>",
    "message": "update cran comments\n",
    "time": 1788359014
  },
  "_maintainer": {
    "name": "Carsten Schwemmer",
    "email": "c.schwem2er@gmail.com",
    "login": "cschwem2er",
    "twitter": "@c_schwemmer",
    "description": "Computational Social Scientist",
    "uuid": 7460499,
    "orcid": "0000-0001-9084-946X"
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 4.1.0",
      "role": "Depends"
    },
    {
      "package": "stm",
      "version": ">= 1.3.7",
      "role": "Imports"
    },
    {
      "package": "tidygraph",
      "version": ">= 1.3.1",
      "role": "Imports"
    },
    {
      "package": "ggraph",
      "version": ">= 2.2.1",
      "role": "Imports"
    },
    {
      "package": "igraph",
      "version": ">= 2.0.3",
      "role": "Imports"
    },
    {
      "package": "ggrepel",
      "version": ">= 0.9.5",
      "role": "Imports"
    },
    {
      "package": "shiny",
      "version": ">= 1.8.1",
      "role": "Imports"
    },
    {
      "package": "shinyBS",
      "version": ">= 0.6.0",
      "role": "Imports"
    },
    {
      "package": "shinydashboard",
      "version": ">= 0.7.2",
      "role": "Imports"
    },
    {
      "package": "shinyjs",
      "version": ">= 2.1.0",
      "role": "Imports"
    },
    {
      "package": "ggplot2",
      "version": ">= 3.5.1",
      "role": "Imports"
    },
    {
      "package": "purrr",
      "version": ">= 1.0.2",
      "role": "Imports"
    },
    {
      "package": "stringr",
      "version": ">= 1.5.1",
      "role": "Imports"
    },
    {
      "package": "dplyr",
      "version": ">= 1.1.4",
      "role": "Imports"
    },
    {
      "package": "tibble",
      "version": ">= 3.2.1",
      "role": "Imports"
    },
    {
      "package": "DT",
      "version": ">= 0.33.0",
      "role": "Imports"
    },
    {
      "package": "readr",
      "version": ">= 2.1.5",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "scales",
      "role": "Imports"
    },
    {
      "package": "quanteda",
      "version": ">= 4.0.2",
      "role": "Suggests"
    },
    {
      "package": "huge",
      "version": ">= 1.3.5",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    }
  ],
  "_owner": "cschwem2er",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2026-36",
      "n": 3
    }
  ],
  "_tags": [],
  "_topics": [
    "natural-language-processing",
    "shiny",
    "topic-modeling"
  ],
  "_stars": 121,
  "_contributors": [
    {
      "user": "cschwem2er",
      "count": 43,
      "uuid": 7460499
    },
    {
      "user": "jonneguyt",
      "count": 19,
      "uuid": 4620204
    }
  ],
  "_userbio": {
    "uuid": 7460499,
    "type": "user",
    "name": "Carsten Schwemmer",
    "followers": 105,
    "description": "Computational Social Scientist"
  },
  "_downloads": {
    "count": 382,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/stminsights"
  },
  "_mentions": 1,
  "_devurl": "https://github.com/cschwem2er/stminsights",
  "_searchresults": 85,
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/manual.pdf",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "extra/stminsights.html",
    "LICENSE"
  ],
  "_homeurl": "https://github.com/cschwem2er/stminsights",
  "_realowner": "cschwem2er",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.1.2",
      "date": "2018-02-27"
    },
    {
      "version": "0.2.0",
      "date": "2018-05-13"
    },
    {
      "version": "0.2.2",
      "date": "2018-08-30"
    },
    {
      "version": "0.3.0",
      "date": "2018-11-24"
    },
    {
      "version": "0.4.1",
      "date": "2021-03-29"
    },
    {
      "version": "0.4.2",
      "date": "2023-04-18"
    },
    {
      "version": "0.4.3",
      "date": "2024-06-21"
    },
    {
      "version": "0.4.4",
      "date": "2026-09-08"
    }
  ],
  "_exports": [
    "get_diag",
    "get_effects",
    "get_network",
    "run_stminsights"
  ],
  "_help": [
    {
      "page": "get_diag",
      "title": "computes stm model diagnostics",
      "topics": [
        "get_diag"
      ]
    },
    {
      "page": "get_effects",
      "title": "extract stm effect estimates",
      "topics": [
        "get_effects"
      ]
    },
    {
      "page": "get_network",
      "title": "extract topic correlation network",
      "topics": [
        "get_network"
      ]
    },
    {
      "page": "run_stminsights",
      "title": "launch the stminsights shiny app",
      "topics": [
        "run_stminsights"
      ]
    }
  ],
  "_pkglogo": "https://github.com/cschwem2er/stminsights/raw/HEAD/man/figures/logo.png",
  "_readme": "https://github.com/cschwem2er/stminsights/raw/HEAD/README.md",
  "_rundeps": [
    "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"
  ],
  "_vignettes": [
    {
      "source": "intro.Rmd",
      "filename": "intro.html",
      "title": "Introduction to stminsights",
      "engine": "knitr::rmarkdown",
      "headings": [
        "A Shiny Application for Inspecting Structural Topic Models",
        "How to Install",
        "How to Use",
        "Preparation",
        "Interactive application",
        "Utility functions"
      ],
      "created": "2018-05-13 16:17:02",
      "modified": "2024-06-21 11:12:28",
      "commits": 18
    }
  ],
  "_score": 6.711174300366761,
  "_indexed": true,
  "_nocasepkg": "stminsights",
  "_universes": [
    "cschwem2er"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.4.4",
      "date": "2026-10-16T10:17:23.000Z",
      "distro": "resolute",
      "commit": "7c34686c5af62f4e1aaac05f2bcc7103bf2e3fd1",
      "fileid": "https://r2.ropensci.org/f3199fa09e325dd2ca787d8dc07dc86093939663e5681d8f033ae5ac287fd25d",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cschwem2er/actions/runs/38885595752"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "0.4.4",
      "date": "2026-10-16T10:17:23.000Z",
      "distro": "resolute",
      "commit": "7c34686c5af62f4e1aaac05f2bcc7103bf2e3fd1",
      "fileid": "https://r2.ropensci.org/a14c0e504f45a9a7c8fc1ce4e4a41bf6c3ae4c08071143afd959549c81a39eb3",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cschwem2er/actions/runs/38885595752"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.4.4",
      "date": "2026-10-16T10:16:45.000Z",
      "commit": "7c34686c5af62f4e1aaac05f2bcc7103bf2e3fd1",
      "fileid": "https://r2.ropensci.org/dbe2e2ec6d0124ff62536a23cc58af9608f7d2a73c9225c8c17bb1fba26464fc",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cschwem2er/actions/runs/38885595752"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "0.4.4",
      "date": "2026-10-16T10:16:42.000Z",
      "commit": "7c34686c5af62f4e1aaac05f2bcc7103bf2e3fd1",
      "fileid": "https://r2.ropensci.org/5ba6baa0a83ac00fb7c4720838fc468b1f845a8668f97db8b5d350186b89c7ea",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cschwem2er/actions/runs/38885595752"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.4.4",
      "date": "2026-10-16T10:17:19.000Z",
      "commit": "7c34686c5af62f4e1aaac05f2bcc7103bf2e3fd1",
      "fileid": "https://r2.ropensci.org/d0f6c97aee2a8e30f1f4e48050d502897085bfa997e84c7bef43c7ab09277519",
      "status": "success",
      "buildurl": "https://github.com/r-universe/cschwem2er/actions/runs/38885595752"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.4.4",
      "date": "2026-10-16T10:16:00.000Z",
      "commit": "7c34686c5af62f4e1aaac05f2bcc7103bf2e3fd1",
      "fileid": "https://r2.ropensci.org/b765be6142c42fe93ace896bfefd5ec05beeca62f4432fb878e9ff962b6edfeb",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cschwem2er/actions/runs/38885595752"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.4.4",
      "date": "2026-10-16T10:16:07.000Z",
      "commit": "7c34686c5af62f4e1aaac05f2bcc7103bf2e3fd1",
      "fileid": "https://r2.ropensci.org/d1027f869b8170b47701982bae19cb2954f66b13e50cbda7b7d81db41815020b",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cschwem2er/actions/runs/38885595752"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "0.4.4",
      "date": "2026-10-16T10:16:05.000Z",
      "commit": "7c34686c5af62f4e1aaac05f2bcc7103bf2e3fd1",
      "fileid": "https://r2.ropensci.org/590201ab525b5975810b3bb923ab8c843cb6216fafaff5617424d568b137bad1",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cschwem2er/actions/runs/38885595752"
    }
  ]
}