Package: respectables 0.0.4.9000

Gabriel Becker

respectables: Create Relationally-Specified Multi-Table Datasets

This package provides a general framework and utility functions for simulating or synthesizing database-like multiple-table datasets. This is done by defining and then applying data recipes, which support the simulation or derivation of multiple variables jointly and/or conditional on the value of other already existing or recipe-specified variables. It also supports the simulation or augmentation of data which encodes a 1-to-many relationship with a foreign-key in an existing table.

Authors:Gabriel Becker [aut, cre]

respectables_0.0.4.9000.tar.gz
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manual.pdf |manual.html✨
card.svg |card.png
respectables/json (API)

# Install 'respectables' in R:
install.packages('respectables', repos = c('https://pharmaverse.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/roche/respectables/issues

On CRAN:

Conda:

4.38 score 8 stars 8 scripts 25 exports 10 dependencies

Last updated from:64d3e5409d. Checks:7 NOTE, 2 OK. Indexed: no.

TargetResultTimeFilesSyslog
linux-devel-x86_64NOTE126
source / vignettesOK182
linux-release-x86_64NOTE132
macos-release-arm64NOTE92
macos-oldrel-arm64NOTE91
windows-develNOTE86
windows-releaseNOTE80
windows-oldrelNOTE96
wasm-releaseOK103

Exports:gen_data_dbgen_reljoin_tablegen_table_datainit_new_colsinject_naslookup_funmiss_as_blockmiss_at_randomno_argsno_depsno_keyno_recpct_origrand_per_keyrand_posixctrep_nrep_per_keysample_fctsample_ynsecs_per_daysecs_per_yearseq_nsubjid_functable_specvalidate_recipe_deps

Dependencies:cligluelifecyclemagrittrpillarpkgconfigrlangtibbleutf8vctrs

Introduction to Respectables

Adrian Waddell

Rendered fromintroduction.Rmdusingknitr::rmarkdownon May 18 2026.

Last update: 2021-10-25
Started: 2021-10-25

Specifying, Simulating and Synthesizing Relational Data in R

Gabriel Becker

Rendered fromcreating_synth_relational_data.Rmdusingknitr::rmarkdownon May 18 2026.

Last update: 2021-10-25
Started: 2021-02-25