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Turns de-identified tables ('Excel' workbooks or delimited text files) into synthetic counterparts with the same layout, the same identifiers and the same data-entry quirks. Every non-identifier cell, missingness included, is censored once per sweep and redrawn by copying the raw value of a donor drawn from a classification and regression tree leaf fitted on the rest of the table, in the spirit of the sequential tree-based synthesis of Reiter (2005) "Using CART to generate partially synthetic public use microdata", Journal of Official Statistics 21(3):441-462, and Nowok, Raab and Dibben (2016) <doi:10.18637/jss.v074.i11>. Identifiers are kept so that tables stay joinable, and columns of other tables can condition the synthesis so cross-table associations survive a later join. Synthetic copies are intended for developing and testing analysis code; they are not an anonymisation method.
| Version: | 0.1.0 |
| Imports: | openxlsx, readr, readxl, rpart, stats, tools, utils, withr |
| Suggests: | testthat (≥ 3.0.0) |
| Published: | 2026-10-30 |
| DOI: | 10.32614/CRAN.package.cellsynth (may not be active yet) |
| Author: | Marton Kiss [aut, cre] |
| Maintainer: | Marton Kiss <mrkmarton at gmail.com> |
| BugReports: | https://github.com/MartynK/cellsynth/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/MartynK/cellsynth |
| NeedsCompilation: | no |
| Materials: | README, NEWS |
| CRAN checks: | cellsynth results |
| Reference manual: | cellsynth.html , cellsynth.pdf |
| Package source: | cellsynth_0.1.0.tar.gz |
| Windows binaries: | r-devel: not available, r-release: not available, r-oldrel: cellsynth_0.1.0.zip |
| macOS binaries: | r-release (arm64): cellsynth_0.1.0.tgz, r-oldrel (arm64): cellsynth_0.1.0.tgz, r-release (x86_64): cellsynth_0.1.0.tgz, r-oldrel (x86_64): cellsynth_0.1.0.tgz |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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