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Create Fake Data in R for tutorials
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ThinkR-open/fakir
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The goal of{fakir} is to provide fake datasets that can be used forprototyping or teaching purpose.
The full documentation is in this{pkgdown}site:https://thinkr-open.github.io/fakir/.
{fakir} is part of thegolemverse.
You’re reading the doc about version : 1.0.0
This README has been compiled on the
Sys.time()
[1] "2023-04-06 09:24:34 CEST"Here are the test & coverage results :
devtools::check(quiet=TRUE)
── R CMD check results ──────────────────────────────────────── fakir 1.0.0 ────Duration: 28.2s0 errors ✔ | 0 warnings ✔ | 0 notes ✔covr::package_coverage()
fakir Coverage: 94.78%R/utils.R: 86.96%R/fake_transport.R: 89.89%R/fake_client.R: 93.48%R/fake_products.R: 100.00%R/fake_web.R: 100.00%You can install the released version of{fakir} fromCRAN with:
install.packages("fakir")Or the development version from GitHub with:
# From r-universe.dev (No need for GITHUB_PAT)install.packages("fakir",repos= c("thinkropen"="https://thinkr-open.r-universe.dev"))# With {remotes} using GitHub API# install.packages("remotes")remotes::install_github("ThinkR-open/fakir")
This package is designed for simulating real life datasets:
- some datasets follow the tidy-data principles, others don’t.
- Some missing values are set for numeric and categorical variables
- Some variables values are correlated
Supported languages are, for now, French and US English.
See the Vignette for examples.
This package is heavily inspired by{charlatan}.
Scott Chamberlain (2017). charlatan: Make Fake Data. R package version0.1.0.https://CRAN.R-project.org/package=charlatan
You can contribute to{fakir} in two ways:
You can translate to other locales by providing :
- new
vecin “R/utils” - new
localin “R/fake_client” and “R/fake_transport”
Feel free to create new datasets generators.
Please note that the fakir project is released with aContributor CodeofConduct.By contributing to this project, you agree to abide by its terms.
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