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  • License
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  • Created over 6 years ago
  • Updated 3 months ago

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Repository Details

Create Fake Data in R for tutorials

fakir

Codecov test coverage R-CMD-check Lifecycle: stable

The goal of {fakir} is to provide fake datasets that can be used for prototyping or teaching purpose.

The full documentation is in this {pkgdown}site: https://thinkr-open.github.io/fakir/.

{fakir} is part of the golemverse.

About

Youโ€™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)
โ”€โ”€ R CMD check results โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€ fakir 1.0.0 โ”€โ”€โ”€โ”€
Duration: 28.2s

0 errors โœ” | 0 warnings โœ” | 0 notes โœ”
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%

Installation

You can install the released version of {fakir} from CRAN 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")

Characteristics & usage

This package is designed for simulating real life datasets:

  • some datasets follow the tidy-data principles, others donโ€™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.

Prior work

This package is heavily inspired by {charlatan}.

Scott Chamberlain (2017). charlatan: Make Fake Data. R package version 0.1.0. https://CRAN.R-project.org/package=charlatan

Contribute

You can contribute to {fakir} in two ways:

Translate

You can translate to other locales by providing :

  • new vec in โ€œR/utilsโ€
  • new local in โ€œR/fake_clientโ€ and โ€œR/fake_transportโ€

New dataset

Feel free to create new datasets generators.

Code of Conduct

Please note that the fakir project is released with a Contributor Code of Conduct. By contributing to this project, you agree to abide by its terms.

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