shellgame: The Shell Game - Audit Geographic Data Transformations
Reveals how data quality silently degrades during geographic transformations while variable labels remain unchanged. Demonstrates that transformation error is agnostic to both the variable (population, income, etc.) and the tool ('R', 'Python', etc.). Provides a reproducible audit framework for quantifying the shift from observed to imputed data at each transformation hop.
| Version: | 0.1.1 |
| Depends: | R (≥ 4.0.0) |
| Imports: | dplyr (≥ 1.0.0), ggplot2, janitor, magrittr, rlang, stringr, tidycensus, utils |
| Suggests: | geoDeltaAudit, knitr, readr, rmarkdown, spelling, testthat (≥ 3.0.0) |
| Published: | 2026-05-27 |
| DOI: | 10.32614/CRAN.package.shellgame (may not be active yet) |
| Author: | Phinn Markson 
[aut, cre] |
| Maintainer: | Phinn Markson <markson.2 at osu.edu> |
| BugReports: | https://github.com/phinnphace/shellgame/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/phinnphace/shellgame |
| NeedsCompilation: | no |
| Language: | en-US |
| Materials: | README, NEWS |
| CRAN checks: | shellgame results |
Documentation:
| Reference manual: | shellgame.html , shellgame.pdf |
| Vignettes: |
The Shell Game: conceptual framework (source, R code) Hennepin example (source, R code) |
Downloads:
| Package source: | shellgame_0.1.1.tar.gz |
| Windows binaries: | r-devel: not available, r-release: shellgame_0.1.1.zip, r-oldrel: not available |
| macOS binaries: | r-release (arm64): shellgame_0.1.1.tgz, r-oldrel (arm64): shellgame_0.1.1.tgz, r-release (x86_64): shellgame_0.1.1.tgz, r-oldrel (x86_64): shellgame_0.1.1.tgz |
Linking:
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