{
  "_id": "6a1ee3acb401979e73410f5c",
  "Package": "discourseGT",
  "Title": "Analyze Group Patterns using Graph Theory in Educational\nSettings",
  "Version": "1.2.0",
  "Authors@R": "c(\nperson(\"Albert\", \"Chai\", , \"albertchai@ucsd.edu\", role = \"aut\"),\nperson(\"Andrew\", \"Lee\", , \"aleet383@ucla.edu\", role = \"aut\"),\nperson(\"Joshua\", \"Le\", , \"jpl038@ucsd.edu\", role = \"aut\"),\nperson(\"Katherine\", \"Ly\", , \"ktl045@ucsd.edu\", role = \"ctb\"),\nperson(\"Kevin\", \"Banh\", , \"kebanh@ucsd.edu\", role = \"ctb\"),\nperson(\"Priya\", \"Pahal\", , \"ppahal@ucsd.edu\", role = \"ctb\"),\nperson(\"Jitarth\", \"Sheth\", , \"jhsheth@ucsd.edu\", role = \"aut\"),\nperson(\"Qi\", \"Cui\", , \"q1cui@ucsd.edu\", role = c(\"aut\", \"cre\")),\nperson(\"Stanley\", \"Lo\", , \"smlo@ucsd.edu\", role = \"aut\")\n)",
  "Description": "Analyzes group patterns using discourse analysis data with\ngraph theory mathematics. Takes the order of which individuals\ntalk and converts it to a network edge and weight list. Returns\nthe density, centrality, centralization, and subgroup\ninformation for each group. Based on the analytical framework\nlaid out in Chai et al. (2019) <doi:10.1187/cbe.18-11-0222>.",
  "License": "MIT + file LICENSE",
  "VignetteBuilder": "knitr, R.rsp",
  "Config/testthat/edition": "3",
  "Encoding": "UTF-8",
  "LazyData": "true",
  "Roxygen": "list(markdown = TRUE)",
  "RoxygenNote": "7.2.3",
  "Config/pak/sysreqs": "libglpk-dev libicu-dev libxml2-dev libssl-dev",
  "Repository": "https://q1cui.r-universe.dev",
  "Date/Publication": "2023-08-02 21:12:50 UTC",
  "RemoteUrl": "https://github.com/q1cui/discoursegt",
  "RemoteRef": "HEAD",
  "RemoteSha": "98dcdae4d68fccc6caffdcfc841413fa212e1cbb",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-05-20 06:26:55 UTC",
    "User": "root"
  },
  "Author": "Albert Chai [aut],\nAndrew Lee [aut],\nJoshua Le [aut],\nKatherine Ly [ctb],\nKevin Banh [ctb],\nPriya Pahal [ctb],\nJitarth Sheth [aut],\nQi Cui [aut, cre],\nStanley Lo [aut]",
  "Maintainer": "Qi Cui <q1cui@ucsd.edu>",
  "MD5sum": "53ad734036ebeaba84e29de1d11efb69",
  "_user": "q1cui",
  "_type": "src",
  "_file": "discourseGT_1.2.0.tar.gz",
  "_fileid": "36bca127139ce5f68e14f050c98825302d21715a698646ef30e3b89929a8ee6b",
  "_filesize": 1569178,
  "_sha256": "36bca127139ce5f68e14f050c98825302d21715a698646ef30e3b89929a8ee6b",
  "_created": "2026-05-20T06:26:55.000Z",
  "_published": "2026-06-02T14:07:40.602Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 79090001927,
      "time": 174,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7102808297"
    },
    {
      "job": 79090002017,
      "time": 154,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7102802614"
    },
    {
      "job": 79090002324,
      "time": 183,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7102802739"
    },
    {
      "job": 79090002363,
      "time": 164,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7102797498"
    },
    {
      "job": 79090001470,
      "time": 203,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7102762834"
    },
    {
      "job": 79090000978,
      "time": 127,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7360045180"
    },
    {
      "job": 79090002109,
      "time": 106,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7102791222"
    },
    {
      "job": 79090001955,
      "time": 108,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7102791159"
    },
    {
      "job": 79090002481,
      "time": 87,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7102785652"
    }
  ],
  "_buildurl": "https://github.com/r-universe/q1cui/actions/runs/26145309977",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/q1cui/discoursegt",
  "_commit": {
    "id": "98dcdae4d68fccc6caffdcfc841413fa212e1cbb",
    "author": "q1cui <85658927+q1cui@users.noreply.github.com>",
    "committer": "GitHub <noreply@github.com>",
    "message": "Update paper.md\n\ndelete the figure",
    "time": 1691010770
  },
  "_maintainer": {
    "name": "Qi Cui",
    "email": "q1cui@ucsd.edu",
    "login": "q1cui",
    "description": "",
    "uuid": 85658927
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.5.0",
      "role": "Depends"
    },
    {
      "package": "dplyr",
      "role": "Imports"
    },
    {
      "package": "GGally",
      "role": "Imports"
    },
    {
      "package": "ggplot2",
      "role": "Imports"
    },
    {
      "package": "ggrepel",
      "role": "Imports"
    },
    {
      "package": "graphics",
      "role": "Imports"
    },
    {
      "package": "igraph",
      "role": "Imports"
    },
    {
      "package": "network",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "utils",
      "role": "Imports"
    },
    {
      "package": "BiocManager",
      "role": "Suggests"
    },
    {
      "package": "formatR",
      "role": "Suggests"
    },
    {
      "package": "ggpubr",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "markdown",
      "role": "Suggests"
    },
    {
      "package": "R.rsp",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "rticles",
      "role": "Suggests"
    },
    {
      "package": "sna",
      "role": "Suggests"
    },
    {
      "package": "testthat",
      "version": ">= 3.0.0",
      "role": "Suggests"
    }
  ],
  "_owner": "q1cui",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 1,
  "_contributors": [
    {
      "user": "q1cui",
      "count": 94,
      "uuid": 85658927
    },
    {
      "user": "brutestep",
      "count": 10,
      "uuid": 10691666
    }
  ],
  "_userbio": {
    "uuid": 85658927,
    "type": "user",
    "name": "q1cui"
  },
  "_downloads": {
    "count": 238,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/discourseGT"
  },
  "_devurl": "https://github.com/q1cui/discoursegt",
  "_searchresults": 5,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/discourseGT.html",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/q1cui/discoursegt",
  "_realowner": "q1cui",
  "_cranurl": true,
  "_releases": [
    {
      "version": "1.0.0",
      "date": "2020-02-17"
    },
    {
      "version": "1.1.0",
      "date": "2020-09-25"
    },
    {
      "version": "1.1.1",
      "date": "2020-10-30"
    },
    {
      "version": "1.1.2",
      "date": "2020-12-08"
    },
    {
      "version": "1.1.3",
      "date": "2021-01-18"
    },
    {
      "version": "1.1.4",
      "date": "2021-02-17"
    },
    {
      "version": "1.1.5",
      "date": "2021-04-02"
    },
    {
      "version": "1.1.6",
      "date": "2021-06-18"
    },
    {
      "version": "1.1.7",
      "date": "2021-11-03"
    },
    {
      "version": "1.1.8",
      "date": "2022-10-28"
    },
    {
      "version": "1.2.0",
      "date": "2023-07-19"
    }
  ],
  "_exports": [
    "basicPlot",
    "coreNetAnalysis",
    "edgelist_raw",
    "plot1Att",
    "plot2Att",
    "plotNGTData",
    "prepareGraphs",
    "subgroupsNetAnalysis",
    "summaryNet",
    "tabulate_edges",
    "writeData"
  ],
  "_datasets": [
    {
      "name": "attributeData",
      "title": "Sample Attribute Data",
      "object": "attributeData",
      "class": [
        "data.frame"
      ],
      "fields": [
        "node",
        "gender",
        "ethnicity",
        "current_gpa",
        "first_generation",
        "stem_major",
        "major",
        "course_reason",
        "class_level",
        "number_prior_ap",
        "residency",
        "sat_score"
      ],
      "rows": 4,
      "table": true,
      "tojson": true
    },
    {
      "name": "sampleData1",
      "title": "Sample Episode Start and Episode Continuation Data (2 Column)",
      "object": "sampleData1",
      "class": [
        "data.frame"
      ],
      "fields": [
        "ep_start",
        "ep_cont"
      ],
      "rows": 466,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "attributeData",
      "title": "Sample Attribute Data",
      "topics": [
        "attributeData"
      ]
    },
    {
      "page": "basicPlot",
      "title": "Plot Graphs",
      "topics": [
        "basicPlot"
      ]
    },
    {
      "page": "coreNetAnalysis",
      "title": "Run Graphical Analysis Core Parameters",
      "topics": [
        "coreNetAnalysis"
      ]
    },
    {
      "page": "edgelist_raw",
      "title": "Process raw order lists from two column format to edge lists",
      "topics": [
        "edgelist_raw"
      ]
    },
    {
      "page": "plot1Att",
      "title": "Plots Graphs using ggplot2 with one attribute",
      "topics": [
        "plot1Att"
      ]
    },
    {
      "page": "plot2Att",
      "title": "Plots Graphs using ggplot2 with two attributes",
      "topics": [
        "plot2Att"
      ]
    },
    {
      "page": "plotNGTData",
      "title": "Plot non-graphical parameters",
      "topics": [
        "plotNGTData"
      ]
    },
    {
      "page": "prepareGraphs",
      "title": "Prepare Graphs",
      "topics": [
        "prepareGraphs"
      ]
    },
    {
      "page": "sampleData1",
      "title": "Sample Episode Start and Episode Continuation Data (2 Column)",
      "topics": [
        "sampleData1"
      ]
    },
    {
      "page": "subgroupsNetAnalysis",
      "title": "Runs subgroup analysis on graphs",
      "topics": [
        "subgroupsNetAnalysis"
      ]
    },
    {
      "page": "summaryNet",
      "title": "Print summary of graph results",
      "topics": [
        "summaryNet"
      ]
    },
    {
      "page": "tabulate_edges",
      "title": "Process raw order lists from two column format to edge and weight lists",
      "topics": [
        "tabulate_edges"
      ]
    },
    {
      "page": "writeData",
      "title": "Exports graphs and data objects from the package to disk",
      "topics": [
        "writeData"
      ]
    }
  ],
  "_readme": "https://github.com/q1cui/discoursegt/raw/HEAD/README.md",
  "_rundeps": [
    "cli",
    "coda",
    "cpp11",
    "crayon",
    "dplyr",
    "farver",
    "forcats",
    "generics",
    "GGally",
    "ggplot2",
    "ggrepel",
    "ggstats",
    "glue",
    "gtable",
    "hms",
    "igraph",
    "isoband",
    "labeling",
    "lattice",
    "lifecycle",
    "magrittr",
    "Matrix",
    "network",
    "patchwork",
    "pillar",
    "pkgconfig",
    "prettyunits",
    "progress",
    "purrr",
    "R6",
    "RColorBrewer",
    "Rcpp",
    "rlang",
    "S7",
    "scales",
    "statnet.common",
    "stringi",
    "stringr",
    "tibble",
    "tidyr",
    "tidyselect",
    "utf8",
    "vctrs",
    "viridisLite",
    "withr"
  ],
  "_vignettes": [
    {
      "source": "discourseGT.pdf.asis",
      "filename": "discourseGT.pdf",
      "title": "discourseGT: An R package to analyze discourse networks in educational contexts",
      "engine": "R.rsp::asis",
      "headings": [],
      "created": "2022-10-31 18:19:32",
      "modified": "2023-07-08 02:30:19",
      "commits": 3
    }
  ],
  "_score": 3.6989700043360187,
  "_indexed": true,
  "_nocasepkg": "discoursegt",
  "_universes": [
    "q1cui"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.2.0",
      "date": "2026-05-20T06:29:43.000Z",
      "distro": "noble",
      "commit": "98dcdae4d68fccc6caffdcfc841413fa212e1cbb",
      "fileid": "b3c095e3a96c1e262bb315de8dde433bbdf77a0810e8f46e0c79d71a12c982c4",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/q1cui/actions/runs/26145309977"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "1.2.0",
      "date": "2026-05-20T06:29:26.000Z",
      "distro": "noble",
      "commit": "98dcdae4d68fccc6caffdcfc841413fa212e1cbb",
      "fileid": "31811e686a476ae52ff7daab7f36d45754fa8839af613402b3ff3e9cf36b16ae",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/q1cui/actions/runs/26145309977"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.2.0",
      "date": "2026-05-20T06:29:24.000Z",
      "commit": "98dcdae4d68fccc6caffdcfc841413fa212e1cbb",
      "fileid": "44b7c7cc9a35cf98bfb2713a46d6607f31628ea6dac85a9370a338e546fefa4c",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/q1cui/actions/runs/26145309977"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "1.2.0",
      "date": "2026-05-20T06:29:07.000Z",
      "commit": "98dcdae4d68fccc6caffdcfc841413fa212e1cbb",
      "fileid": "e700b6abfe0f37a3f41c8c4efa4c53774e544645d4294811341e2b3158acf62c",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/q1cui/actions/runs/26145309977"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.2.0",
      "date": "2026-05-20T06:28:34.000Z",
      "commit": "98dcdae4d68fccc6caffdcfc841413fa212e1cbb",
      "fileid": "e9d209e77db3de6ae23be63fe19508522207ab25c03ba024f1b65e71d91eb7c2",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/q1cui/actions/runs/26145309977"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.2.0",
      "date": "2026-05-20T06:28:34.000Z",
      "commit": "98dcdae4d68fccc6caffdcfc841413fa212e1cbb",
      "fileid": "035a1b63bd26cf9012bf700f77999a06a98ea6460a0461d512f58cd9fd531894",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/q1cui/actions/runs/26145309977"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "1.2.0",
      "date": "2026-05-20T06:28:10.000Z",
      "commit": "98dcdae4d68fccc6caffdcfc841413fa212e1cbb",
      "fileid": "806822ad5598bf2acc481250bc7620d6fa2d174ee32b501bcd600369d3dc3277",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/q1cui/actions/runs/26145309977"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.2.0",
      "date": "2026-06-02T14:07:04.000Z",
      "commit": "98dcdae4d68fccc6caffdcfc841413fa212e1cbb",
      "fileid": "783108c02e028f4440d10d405634783b48e5b39e93914e383b8da5059157fc59",
      "status": "success",
      "buildurl": "https://github.com/r-universe/q1cui/actions/runs/26145309977"
    }
  ]
}