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Provides tools for decomposing differences in rate metrics between two groups into contributions from individual subgroups and visualizing them as a "Theseus Plot". Inspired by the story of the Ship of Theseus, the method replaces subgroup data from one group with that of another step by step, recalculating the overall metric at each stage to quantify subgroup contributions. A Theseus Plot combines the stepwise progression of a waterfall plot with the comparative bars of a bar chart, offering an intuitive way to understand subgroup-level effects.
| Version: | 0.1.1 |
| Depends: | R (≥ 4.1.0) |
| Imports: | dplyr, ggplot2, forcats, memoise, R6, rlang, stats, stringr, tibble, tidyr, waterfalls |
| Suggests: | nycflights13 |
| Published: | 2025-08-28 |
| DOI: | 10.32614/CRAN.package.TheseusPlot |
| Author: | Koji Makiyama [aut, cre, cph], Shinichi Takayanagi [med], Daisuke Ichikawa [exp], LY Corporation Analytics Solution Enhancement Team [spn] |
| Maintainer: | Koji Makiyama <hoxo.smile at gmail.com> |
| BugReports: | https://github.com/hoxo-m/TheseusPlot/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/hoxo-m/TheseusPlot |
| NeedsCompilation: | no |
| Materials: | README, NEWS |
| CRAN checks: | TheseusPlot results |
| Reference manual: | TheseusPlot.html , TheseusPlot.pdf |
| Package source: | TheseusPlot_0.1.1.tar.gz |
| Windows binaries: | r-devel: TheseusPlot_0.1.1.zip, r-release: not available, r-oldrel: TheseusPlot_0.1.1.zip |
| macOS binaries: | r-release (arm64): not available, r-oldrel (arm64): not available, r-release (x86_64): TheseusPlot_0.1.1.tgz, r-oldrel (x86_64): TheseusPlot_0.1.1.tgz |
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These binaries (installable software) and packages are in development.
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