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fabricatr: Tidyverse-First Data Fabrication

Helps you imagine your data before you collect it. Builds a data frame one column at a time, with hierarchical levels, cross-classified levels, potential outcomes, and draws with a target intra-cluster correlation, so that a research design can be simulated and diagnosed before any data exist. Version 2.0 is a rewrite of the same public API on 'dplyr', 'tibble', 'purrr', and 'rlang'.

Version: 2.0.0
Depends: R (≥ 4.1.0)
Imports: dplyr (≥ 1.1.0), tibble, purrr, rlang, stats, utils
Suggests: knitr, MASS, rmarkdown, testthat (≥ 3.0.0)
Published: 2026-10-21
DOI: 10.32614/CRAN.package.fabricatr
Author: Alexander Coppock ORCID iD [aut, cre], Graeme Blair ORCID iD [aut], Jasper Cooper ORCID iD [aut], Macartan Humphreys ORCID iD [aut], Aaron Rudkin [aut], Neal Fultz [aut], David C. Hall ORCID iD [ctb]
Maintainer: Alexander Coppock <acoppock at gmail.com>
BugReports: https://github.com/DeclareDesign/fabricatr/issues
License: MIT + file LICENSE
URL: https://declaredesign.org/r/fabricatr/, https://github.com/DeclareDesign/fabricatr
NeedsCompilation: no
Materials: README, NEWS
CRAN checks: fabricatr results

Documentation:

Reference manual: fabricatr.html , fabricatr.pdf
Vignettes: fabricatr: what changes, what does not, and why (source, R code)
Getting started (source, R code)

Downloads:

Package source: fabricatr_2.0.0.tar.gz
Windows binaries: r-devel: fabricatr_2.0.0.zip, r-release: fabricatr_2.0.0.zip, r-oldrel: fabricatr_2.0.0.zip
macOS binaries: r-release (arm64): fabricatr_2.0.0.tgz, r-oldrel (arm64): fabricatr_2.0.0.tgz, r-release (x86_64): fabricatr_2.0.0.tgz, r-oldrel (x86_64): fabricatr_2.0.0.tgz
Old sources: fabricatr archive

Reverse dependencies:

Reverse depends: DeclareDesign, DesignLibrary
Reverse imports: GNOSIS, osdc
Reverse suggests: CausalQueries, randomizr

Linking:

Please use the canonical form https://CRAN.R-project.org/package=fabricatr to link to this page.

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.