geoDeltaAudit - Quantifying Variable Change Induced by Administrative Boundary Transformations
Tools for auditing how analytic variables change when data are transformed across administrative boundary systems. The package is agnostic to data source, variable type, and administrative geography, and is designed to quantify transformation-induced change without attributing blame to any specific boundary definition or allocation scheme.
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acsauditcensuscrosswalkdata-qualitygeographic-datapopulation
5.43 score 527 downloadsshellgame - 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.
Last updated
acsauditcensuscrosswadatageographic-datamethodology-frameworkpopulationquality
4.95 score