discourseGT Workflow | Worked Case Example
Package: discourseGT 1.2.0
discourseGT: Analyze Group Patterns using Graph Theory in Educational Settings
Analyzes group patterns using discourse analysis data with graph theory mathematics. Takes the order of which individuals talk and converts it to a network edge and weight list. Returns the density, centrality, centralization, and subgroup information for each group. Based on the analytical framework laid out in Chai et al. (2019) <doi:10.1187/cbe.18-11-0222>.
Authors:
discourseGT_1.2.0.tar.gz
discourseGT_1.2.0.zip(r-4.7)discourseGT_1.2.0.zip(r-4.6)discourseGT_1.2.0.zip(r-4.5)
discourseGT_1.2.0.tgz(r-4.6-any)discourseGT_1.2.0.tgz(r-4.5-any)
discourseGT_1.2.0.tar.gz(r-4.7-any)discourseGT_1.2.0.tar.gz(r-4.6-any)
discourseGT_1.2.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
discourseGT/json (API)
| # Install 'discourseGT' in R: |
| install.packages('discourseGT', repos = c('https://q1cui.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/q1cui/discoursegt/issues
Datasets:
- attributeData - Sample Attribute Data
- sampleData1 - Sample Episode Start and Episode Continuation Data
Last updated from:98dcdae4d6. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 164 | ||
| source / vignettes | OK | 201 | ||
| linux-release-x86_64 | OK | 160 | ||
| macos-release-arm64 | OK | 170 | ||
| macos-oldrel-arm64 | OK | 146 | ||
| windows-devel | OK | 120 | ||
| windows-release | OK | 111 | ||
| windows-oldrel | OK | 91 | ||
| wasm-release | OK | 130 |
Exports:basicPlotcoreNetAnalysisedgelist_rawplot1Attplot2AttplotNGTDataprepareGraphssubgroupsNetAnalysissummaryNettabulate_edgeswriteData
Dependencies:clicodacpp11crayondplyrfarverforcatsgenericsGGallyggplot2ggrepelggstatsgluegtablehmsigraphisobandlabelinglatticelifecyclemagrittrMatrixnetworkpatchworkpillarpkgconfigprettyunitsprogresspurrrR6RColorBrewerRcpprlangS7scalesstatnet.commonstringistringrtibbletidyrtidyselectutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Sample Attribute Data | attributeData |
| Plot Graphs | basicPlot |
| Run Graphical Analysis Core Parameters | coreNetAnalysis |
| Process raw order lists from two column format to edge lists | edgelist_raw |
| Plots Graphs using ggplot2 with one attribute | plot1Att |
| Plots Graphs using ggplot2 with two attributes | plot2Att |
| Plot non-graphical parameters | plotNGTData |
| Prepare Graphs | prepareGraphs |
| Sample Episode Start and Episode Continuation Data (2 Column) | sampleData1 |
| Runs subgroup analysis on graphs | subgroupsNetAnalysis |
| Print summary of graph results | summaryNet |
| Process raw order lists from two column format to edge and weight lists | tabulate_edges |
| Exports graphs and data objects from the package to disk | writeData |
