R Observatory: Metrics for frictionless version 1.3.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

frictionless

1.3.0

Read and Write Frictionless Data Packages

2packages depend

12.3Kdownloads / year

100.0%test coverage

13/13checks pass

Overview

About

Maintained by Peter DesmetFirst published 2022-02-168 releasesCRAN page ↗GitHub ↗

Read and write Frictionless Data Packages. A 'Data Package' (https://specs.frictionlessdata.io/data-package/) is a simple container format and standard to describe and package a collection of (tabular) data. It is typically used to publish FAIR (https://www.go-fair.org/fair-principles/) and open datasets.

Install

R (CRAN)pak (dev)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("frictionless", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("frictionlessdata/frictionless-r")

Development version from frictionlessdata/frictionless-r. Installs pak first if it is not already available.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-frictionless

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-frictionless

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-frictionless

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

13OK

Slowest check: 2.1 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 1.87

100.0%

Coverage · measured lines

100%

Documentation · exports

10

Dependencies · direct

Check history

OK2026-08-20
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-08-18
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-08-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 319 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 93%
Return-value docs: 87%
References docs: 0%

Downloads

12.3K

CRAN downloads in the past year

Rank #3,968 · ~34/day · ~1K/mo

Releases R versions

Daily download trend is not available in this view yet.

71430 days

2.1K90 days

12.3K1 year

Compare downloads with other packages →

Also on137 r2u20 autocran42.2K conda_forge

Repository

GitHub ↗ frictionlessdata/frictionless-r

37Stars

12Forks

65Open issues

4Open PRs

11Releases

1,373Commits

11Contributors

frictionlessdataoscibiorr-packagerstats

1,373 commits · Last activity 2026-08-21 · 0% stars, 30d

Stars over time

2025-07-02 · 312026-07-20 · 37

Repository practices

Upstream repositoryBeta

8 development-tooling and community-health practices detected across 6 families in the upstream repository

Checks run against github.com/frictionlessdata/frictionless-r on 2026-08-16.

Continuous integration (1)

GitHub Actions

CRAN release process (2)

cran-comments.mdrevdep/

Docs source (1)

README.Rmd

Research and citation (2)

CITATION.cffcodemeta.json

Show all practices

Lint, format, editor (1)

RStudio project

Governance and community (1)

Issue templates

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

17 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.1.0

Imports (10)

cli dplyr httr jsonlite lifecycle purrr readr (>= 2.1.0)rlangutilsyaml

LinkingTo (0)

none

Suggests (8)

hms knitr lubridate rmarkdown stringi testthat (>= 3.0.0)tibble withr

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

2direct

1indirect

camtrapdp sotkanet

Code & Tests

Datasets

People & History

People (9)

Maintainer (1)

Peter Desmet

Author, Maintainer

Authors (4)

Peter Desmet

Author, Maintainer

Sanne Govaert

Author · added in 1.2.0

Pieter Huybrechts

Author · added in 1.1.0

Damiano Oldoni

Author

Contributors (1)

Kyle Husmann

Contributor · added in 1.1.0

Copyright holders (1)

Research Institute for Nature and Forest (INBO)

Copyright holder · added in 1.0.1

Funders (1)

Research Foundation - Flanders

Funder · added in 1.2.1

Reviewers (2)

João Martins

Reviewer

Beatriz Milz

Reviewer

Listed in earlier versions (2)

Research Institute for Nature and Forest (INBO) info@inbo.be

no longer listed · 1.0.0

LifeWatch Belgium

no longer listed · 1.0.1 to 1.2.0

Package Timeline

8 releases. Pick two to compare their code metrics. R releases are shown for context.

1.3.0Latest
2026-07-31 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
1.2.1
2025-05-23 · diff ↗
R
R 4.5.0 released · 2025-04-11
1.2.0
2024-08-28 · diff ↗
R
R 4.4.0 released · 2024-04-24
1.1.0
2024-03-29 · diff ↗
1.0.3
2024-03-07 · diff ↗
R
R 4.3.0 released · 2023-04-21
1.0.2
2022-11-16 · diff ↗
unarchivedReturned to CRAN
2022-11-16
archivedRemoved from CRAN
2022-11-01
policy violation On Internet access
1.0.1
2022-09-08 · diff ↗
R
R 4.2.0 released · 2022-04-22
1.0.0
2022-02-16
R
R 4.1.0 released · 2021-05-18

Package metadata

First published: 2022-02-16
Total releases: 8 / 4 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.1.0
Download size: 111 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("frictionless")

The authors publish a CITATION.cff, so they have said how they want this cited. Run citation() and use what it gives you.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for frictionless version 1.3.0 [Data set]. HJJB, LLC. Data release v2026-08-22. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-22, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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