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shellgame  

The Shell Game - Audit Geographic Data Transformations
View on CRAN: Click here


Download and install shellgame package within the R console
Install from CRAN:
install.packages("shellgame")

Install from Github:
library("remotes")
install_github("cran/shellgame")

Install by package version:
library("remotes")
install_version("shellgame", "0.1.1")



Attach the package and use:
library("shellgame")
Maintained by
Phinn Markson
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-05-27
Latest Update: 2026-05-27
Description:
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.
How to cite:
Phinn Markson (2026). shellgame: The Shell Game - Audit Geographic Data Transformations. R package version 0.1.1, https://cran.r-project.org/web/packages/shellgame. Accessed 21 Aug. 2026.
Previous versions and publish date:
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Functions, R codes and Examples using the shellgame R package
Full shellgame package functions and examples
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