A framework for the replicable removal of personally identifiable data (PID) in data sets. The package implements a suite of methods to suit different data types based on the suggestions of Garfinkel (2015) <doi:10.6028/NIST.IR.8053> and the ICO "Guidelines on Anonymization" (2012) <https://ico.org.uk/media/1061/anonymisation-code.pdf>.
Version: | 1.0.0 |
Depends: | R (≥ 2.10) |
Imports: | R6, dplyr, openssl, tidyselect, rlang (≥ 0.4.11), glue, purrr, stringr, yaml, readr, openxlsx, lemon, withr, fs |
Suggests: | testthat (≥ 3.0.0), checkmate, knitr, rmarkdown, roxygen2 |
Published: | 2024-11-19 |
DOI: | 10.32614/CRAN.package.deident |
Author: | Robert Cook [aut, cre], Md Assaduzaman [aut], Sarahjane Jones [aut] |
Maintainer: | Robert Cook <robert.cook at staffs.ac.uk> |
License: | MIT + file LICENSE |
NeedsCompilation: | no |
Language: | en-GB |
Materials: | NEWS |
CRAN checks: | deident results |
Reference manual: | deident.pdf |
Vignettes: |
Blur Example (source, R code) Encrypt Example (source, R code) Numeric Blur Example (source, R code) Perturb Example (source, R code) Rationale for De-identification (source, R code) Re-using Methods (source, R code) Shuffle Example (source, R code) transformations (source, R code) Worked Example (source, R code) |
Package source: | deident_1.0.0.tar.gz |
Windows binaries: | r-devel: deident_1.0.0.zip, r-release: not available, r-oldrel: deident_1.0.0.zip |
macOS binaries: | r-release (arm64): deident_1.0.0.tgz, r-oldrel (arm64): deident_1.0.0.tgz, r-release (x86_64): deident_1.0.0.tgz, r-oldrel (x86_64): deident_1.0.0.tgz |
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