R Observatory: Metrics for r4ds.tutorials version 0.3.3

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

r4ds.tutorials

0.3.3Package record

Tutorials for "R for Data Science"

0packages depend

9.1Kdownloads / year

0.0%test coverage

13/13flavors OK

Overview

About

Maintained by David KaneCRAN page ↗GitHub ↗Website ↗Issues ↗

When assigned "R for Data Science" (Wickham, Çetinkaya-Rundel, and Grolemund (2023, ISBN: 1492097402)), students should read the book and type in all the associated R commands themselves. Sadly, that never happens. These tutorials allow students to demonstrate (and their instructors to be sure) that all work has been completed. See Kane (2023) https://ppbds.github.io/tutorial.helpers/articles/instructions.html from the 'tutorial.helpers' package for a background discussion.

Changes in 0.3.3

id values now match directory location.
Removed RStudio related tutorials. Use positron.tutorials package instead.

From NEWS.md in the release

Install

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

install.packages("r4ds.tutorials", 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("PPBDS/r4ds.tutorials")

Development version from PPBDS/r4ds.tutorials. 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-r4ds.tutorials

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

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-r4ds.tutorials

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-r4ds.tutorials

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 1.2 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-07-16
WARNING12 OK, 1 WARNING2026-07-15
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.3.3

READMEYes · 804 wordsVignettesNoNEWSYes · 100% structured · mentions 0.3.3Citation fileNoWebsiteYes · pkgdown

Help pages: 1 (1 internal)includes a package overview page
Examples that run: no examples
Exported functions with examples: not tracked
Documented parameters: not tracked
Return-value docs: not tracked
Help pages citing references: 0%

How these are measured

Downloads

9.1K

CRAN downloads in the past year

Rank #3,726 · ~25/day · ~755/mo

Releases R versions

Daily download trend is not available in this view yet.

75130 days

2.6K90 days

9.1K1 year

Compare downloads with other packages →

Also on80 r2u4 autocran

How downloads are counted

Repository

ppbds/r4ds.tutorials ↗Organization: PPBDS

8Stars

29Forks

1Open issues

0Open PRs

6Releases

1,670Commits

26Commit identities

1,670 commits · Last activity 2025-09-12 · Default branch at 0.3.3.9000, ahead of CRAN 0.3.3 (checked 2026-10-21)

Responsiveness

How these are sampled

PRs merged (all time): 92%
Median days to close, 50 most recently updated closed issues: 2
Median days to close, 50 most recently updated closed PRs: 1

Stars over time

2024-10-14 · 82026-07-07 · 8

How these are measured

PracticesBeta

8 development-tooling and community-health practices detected across 4 families in the upstream repository

Checks run against github.com/ppbds/r4ds.tutorials on 2026-10-21.

Continuous integration (2)

GitHub ActionsR CMD check workflow

The R CMD check workflow runs on Linux

Docs source (4)

README.Rmdpkgdown

GitHub Pages site last deployed 2025-09-13 · The repository has a site deploy workflow

pkgdown site last built 2025-09-13

Reproducibility and dev environment (1)

renv

CRAN release process (1)

cran-comments.md

How this is detected·Detection ruleset v4 (2026-10-20)

Dependencies

Declared dependencies

27 external dependencies (excludes base and recommended)

Installing r4ds.tutorials adds 60 packages (31 with compiled code, 38 MB of source tarballs). Heaviest: bslib 5.6 MB, promises 3.1 MB, sass 2.9 MB.

Depends (0)

none

Imports (1)

tutorial.helpers

LinkingTo (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (1)

David Kane

Releases (6)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
0.3.3Latest
record
2025-09-12 · current release · diff ↗
0.3.2
record
2025-06-05 · diff ↗
R
R 4.5.0 released · 2025-04-11
0.3.1
record
2025-04-03 · diff ↗
0.3.0
record
2024-07-03 · diff ↗
R
R 4.4.0 released · 2024-04-24
0.2.0
record
2024-02-22 · diff ↗
0.1.4
record
2023-08-30
R
R 4.3.0 released · 2023-04-21

Package metadata

First published: 2023-08-30
Total releases: 6 / 3 yrs
License: MIT + file LICENSE OSI
Download size: 1.1 MB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("r4ds.tutorials")

Format

Kane, D. (2025). r4ds.tutorials: Tutorials for "R for Data Science" (Version 0.3.3) [Computer software]. https://doi.org/10.32614/CRAN.package.r4ds.tutorials

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

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 r4ds.tutorials version 0.3.3 [Data set]. HJJB, LLC. Data release v2026-10-24. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-24, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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