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Creates synthetic data doubles from real datasets for prototyping, teaching, 'shiny' development, and AI-assisted programming. Provides data profiling, role detection, configurable synthesis, utility comparison, and disclosure-risk warnings. Synthetic outputs are intended to reduce direct disclosure risk, not to guarantee privacy.
| Version: | 0.6.1 |
| Depends: | R (≥ 4.1.0) |
| Imports: | cli, digest, dplyr, haven, jsonlite, readr, readxl, rlang, stats, tibble, utils, withr, yaml, zip |
| Suggests: | bslib, callr, DT, ggplot2, knitr, nnet, pkgdown, plotly, rmarkdown, shiny, shinytest2, spelling, synthpop, testthat (≥ 3.0.0) |
| Published: | 2026-07-21 |
| DOI: | 10.32614/CRAN.package.dataganger |
| Author: | Lennon Li [aut, cre] |
| Maintainer: | Lennon Li <yeli at biostats.ai> |
| BugReports: | https://github.com/lennon-li/dataganger/issues |
| License: | MIT + file LICENSE |
| URL: | https://dataganger.biostats.ai/, https://github.com/lennon-li/dataganger |
| NeedsCompilation: | no |
| Language: | en-US |
| Materials: | README, NEWS |
| CRAN checks: | dataganger results |
| Reference manual: | dataganger.html , dataganger.pdf |
| Vignettes: |
Privacy gating and Agent workflows (source, R code) |
| Package source: | dataganger_0.6.1.tar.gz |
| Windows binaries: | r-devel: dataganger_0.6.1.zip, r-release: dataganger_0.6.1.zip, r-oldrel: not available |
| macOS binaries: | r-release (arm64): dataganger_0.6.1.tgz, r-oldrel (arm64): dataganger_0.6.1.tgz, r-release (x86_64): dataganger_0.6.1.tgz, r-oldrel (x86_64): dataganger_0.6.1.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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