Introduction | Installation | Basic Usage | Anonymizing Patient Identifiers | Anonymizing Patient Names | Anonymizing Dates | Date Shifting | Date Rounding | Anonymizing Locations | Working with Data Frames | Auto-detection | Best Practices | Privacy Considerations | Getting Help
Package: privacyR 1.0.1
privacyR: Privacy-Preserving Data Anonymization
Tools for anonymizing sensitive patient and research data. Helps protect privacy while keeping data useful for analysis. Anonymizes IDs, names, dates, locations, and ages while maintaining referential integrity. Methods based on: Sweeney (2002) <doi:10.1142/S0218488502001648>, Dwork et al. (2006) <doi:10.1007/11681878_14>, El Emam et al. (2011) <doi:10.1371/journal.pone.0028071>, Fung et al. (2010) <doi:10.1145/1749603.1749605>.
Authors:
privacyR_1.0.1.tar.gz
privacyR_1.0.1.zip(r-4.7-any)privacyR_1.0.1.zip(r-4.6-any)privacyR_1.0.1.zip(r-4.5-any)
privacyR_1.0.1.tgz(r-4.6-any)privacyR_1.0.1.tgz(r-4.5-any)
privacyR_1.0.1.tar.gz(r-4.7-any)privacyR_1.0.1.tar.gz(r-4.6-any)
privacyR_1.0.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
privacyR/json (API)
| # Install 'privacyR' in R: |
| install.packages('privacyR', repos = c('https://vikrant31.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/vikrant31/privacyr/issues
Pkgdown/docs site:https://vikrant31.github.io
Last updated from:add36813b5. Checks:7 NOTE, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | NOTE | 120 | ||
| source / vignettes | OK | 269 | ||
| linux-release | NOTE | 111 | ||
| macos-release | NOTE | 155 | ||
| macos-oldrel | NOTE | 129 | ||
| windows-devel | NOTE | 73 | ||
| windows-release | NOTE | 80 | ||
| windows-oldrel | NOTE | 68 | ||
| wasm-release | OK | 104 |
Exports:anonymize_ageanonymize_dataframeanonymize_datesanonymize_idanonymize_locationsanonymize_namesgenerate_dataset_seedgenerate_short_uuid
Dependencies:cpp11digestgenericslubridatetimechange
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Anonymize Age by Buckets | anonymize_age |
| Anonymize Patient Data in a Data Frame | anonymize_dataframe |
| Anonymize Dates | anonymize_dates |
| Anonymize Patient Identifiers | anonymize_id |
| Anonymize Geographic Locations | anonymize_locations |
| Anonymize Patient Names | anonymize_names |