deident: Persistent Data Anonymization Pipeline
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 |
Documentation:
| 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) |
Downloads:
| Package source: | deident_1.0.0.tar.gz |
| Windows binaries: | r-devel: deident_1.0.0.zip, r-release: deident_1.0.0.zip, 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 |
Linking:
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