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 |
| 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.pdf |
| Vignettes: |
BTM Deploy Overview |
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:
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