oolong: Create Validation Tests for Automated Content Analysis
Intended to create standard human-in-the-loop validity tests for typical automated content analysis such as topic modeling and dictionary-based methods. This package offers a standard workflow with functions to prepare, administer and evaluate a human-in-the-loop validity test. This package provides functions for validating topic models using word intrusion, topic intrusion (Chang et al. 2009, <https://papers.nips.cc/paper/3700-reading-tea-leaves-how-humans-interpret-topic-models>) and word set intrusion (Ying et al. 2021) <doi:10.1017/pan.2021.33> tests. This package also provides functions for generating gold-standard data which are useful for validating dictionary-based methods. The default settings of all generated tests match those suggested in Chang et al. (2009) and Song et al. (2020) <doi:10.1080/10584609.2020.1723752>.
| Version: | 0.6.1 |
| Depends: | R (≥ 3.5.0) |
| Imports: | seededlda,purrr,tibble,shiny,digest,R6,quanteda (≥3.0.0),irr,ggplot2,cowplot,cli, stats, utils |
| Suggests: | keyATM (≥ 0.2.2),testthat (≥ 3.0.2),text2vec (≥ 0.6),BTM,dplyr,topicmodels,stm,covr,stringr,knitr,rmarkdown,fs,quanteda.textmodels,shinytest2 |
| Published: | 2024-04-15 |
| DOI: | 10.32614/CRAN.package.oolong |
| Author: | Chung-hong Chan [aut, cre], Marius Sältzer [aut] |
| Maintainer: | Chung-hong Chan <chainsawtiney at gmail.com> |
| BugReports: | https://github.com/gesistsa/oolong/issues |
| License: | LGPL-2.1 |LGPL-3 [expanded from: LGPL (≥ 2.1)] |
| URL: | https://gesistsa.github.io/oolong/,https://github.com/gesistsa/oolong |
| NeedsCompilation: | no |
| Citation: | oolong citation info |
| Materials: | NEWS |
| CRAN checks: | oolong results |
Documentation:
| Reference manual: | oolong.html ,oolong.pdf |
| Vignettes: | BTM (source,R code) Deploy (source,R code) Overview (source,R code) |
Downloads:
| Package source: | oolong_0.6.1.tar.gz |
| Windows binaries: | r-devel:oolong_0.6.1.zip, r-release:oolong_0.6.1.zip, r-oldrel:oolong_0.6.1.zip |
| macOS binaries: | r-release (arm64):oolong_0.6.1.tgz, r-oldrel (arm64):oolong_0.6.1.tgz, r-release (x86_64):oolong_0.6.1.tgz, r-oldrel (x86_64):oolong_0.6.1.tgz |
| Old sources: | oolong archive |
Linking:
Please use the canonical formhttps://CRAN.R-project.org/package=oolongto link to this page.