R Observatory: Metrics for rempsyc version 0.2.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

rempsyc

0.2.0Package record

Convenience Functions for Psychology

0packages dependsuggested by 2

80.7Kdownloads / year

82.0%test coverage

13/13flavors OK

Overview

About

Maintained by Rémi ThériaultCRAN page ↗GitHub ↗Website ↗Issues ↗

Make your workflow faster and easier. Easily customizable plots (via 'ggplot2'), nice APA tables (following the style of the *American Psychological Association*) exportable to Word (via 'flextable'), easily run statistical tests or check assumptions, and automatize various other tasks.

Changes in 0.2.0

New CRAN submission

rempsyc 0.1.9.7

Add more automatic confidence interval column name conversions for nice_table().

rempsyc 0.1.9.6

Optimize copilot setup workflow part 2: Replace manual install.packages() approach with efficient r-lib/actions/setup-r-dependencies@v2 using pak for better dependency resolution, automatic caching, and targeted package installation. This follows the proven patterns used in other workflows (R-CMD-check, pkgdown) and eliminates redundant manual caching steps (#63)

rempsyc 0.1.9.5

Further optimize copilot setup workflow for 50%+ time reduction: Remove redundant system packages (r-base-dev, graphics libraries), fix R package caching to target correct directories, remove contradictory suggested package installation step, optimize git checkout to use shallow clone, and streamline testing to essential verification only. Combined with previous optimizations, this achieves significant setup time improvements while maintaining core development functionality

rempsyc 0.1.9.4

Optimize custom copilot setup: Remove suggested packages from automated setup to save 3-7 minutes installation time. Suggested packages are now installed on-demand based on specific PR requirements, following targeted installation approach (#51)

rempsyc 0.1.9.3

nice_lm(): fix bug with factor covariates having more than two levels causing "arguments imply differing number of rows" error (#31)
nice_lm_slopes(): add better error message when factor moderators are used, explaining that only continuous moderators are supported. Also add explicit test documenting that continuous moderators work correctly even when models contain factor covariates with multiple levels

Show all changes in 0.2.0Hide the rest of the changes in 0.2.0

rempsyc 0.1.9.2

nice_scatter: Major enhancement with two highly requested features:
**Point ID display**: New has.ids parameter displays point labels/IDs directly on scatter plots using ggrepel for intelligent non-overlapping positioning. Use id.column to specify a custom column for labels, defaults to row names.
**Group-wise correlations**: New has.group.r and has.group.p parameters display correlation statistics for each group separately with smart anti-overlap positioning. r-values position on left side, p-values on right side to prevent overlap. Includes automatic italic formatting consistent with overall correlation display.
Both features integrate seamlessly with all existing plot options and maintain backward compatibility.

rempsyc 0.1.9.1

nice_table: Fixed cross-environment snapshot test failures by replacing snapshot tests with robust class-based assertions, ensuring consistent behavior across different R environments and platforms.

From NEWS.md in the release

Install

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

install.packages("rempsyc", 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("rempsyc/rempsyc")

Development version from rempsyc/rempsyc. 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-rempsyc

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-rempsyc

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-rempsyc

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: 7.2 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK12 OK, 1 FAILURE2026-06-08
ERROR12 OK, 1 ERROR2026-06-07
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.2.0

READMEYes · 1,185 wordsVignettesYes · 7 · dynamicNEWSYes · 100% structured · mentions 0.2.0Citation fileYes · cites a publicationWebsiteYes · pkgdown

Cites a JOSS paper

Help pages: 34 (2 internal)includes a package overview page
Examples that run: 97%30 run in a plain check (20 of them under a condition) · 1 only when donttest examples are enabled (R CMD check --as-cran)
Exported functions with examples: 94%
Documented parameters: 100%
Return-value docs: 94%
Help pages citing references: 18%

Vignettes (7)

How these are measured

Downloads

80.7K

CRAN downloads in the past year

Rank #1,536 · ~221/day · ~6.7K/mo

Releases R versions

Daily download trend is not available in this view yet.

4.8K30 days

15.6K90 days

80.7K1 year

Compare downloads with other packages →

Also on153 r2u7 autocran

How downloads are counted

Repository

rempsyc/rempsyc ↗Account: rempsyc

51Stars

5Forks

7Open issues

3Open PRs

12Releases

919Commits

7Commit identities

rstatisticspsychologyvisualizationconvenience-functionsrstatsggplot2

License file reads as GPL-3.0 · 919 commits · Last activity 2026-03-18 · 0% stars, 30d · Default branch at 0.2.0.7, ahead of CRAN 0.2.0 (checked 2026-10-11) · Discussions: 4 posts

Responsiveness

How these are sampled

PRs merged (all time): 77%
Median days to close, 50 most recently updated closed issues: 0
Median days to close, 50 most recently updated closed PRs: 0

Stars over time

2025-06-20 · 472026-07-07 · 51

How these are measured

PracticesBeta

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

Checks run against github.com/rempsyc/rempsyc on 2026-10-11.

Continuous integration (2)

GitHub ActionsR CMD check workflow

The R CMD check workflow runs on Linux, macOS and Windows, and on R-devel

Governance and community (3)

Contributing guideFunding

Funding links: GitHub Sponsors

The repository owner accepts GitHub Sponsors

Docs source (4)

README.Rmdpkgdown

GitHub Pages site last deployed 2026-03-18 · The repository has a site deploy workflow

pkgdown site last built 2026-03-18

Coverage (1)

Coverage reporting

Show all practicesHide 4 practices

CRAN release process (2)

cran-comments.mdrevdep/

Research and citation (1)

CITATION.cff

Lint, format, editor (1)

Lint workflow

Git structural (1)

.gitattributes

How this is detected·Detection ruleset v3 (2026-09-26)

AI coding toolsBeta

This repository shows signs of AI coding tools.

GitHub Copilotfirst seen 2025-08-24
Seen in the repository: .github/copilot-instructions.md, .github/workflows/copilot-setup-steps.yml
Pull request: opened by its own account
Commits: 19 by its own account · at least 19 crediting it in the message

Counts are commits, not lines of code. Commits by a tool's accounts count once across all of its accounts. Commits crediting it are the largest count among its credit lines, a minimum.How this is detected·Detection ruleset v4 (updated 2026-09-27)

Dependencies

Declared dependencies

31 external dependencies (excludes base and recommended)

Installing rempsyc adds 15 packages (9 with compiled code, 5.2 MB of source tarballs). Heaviest: vctrs 1.0 MB, dplyr 902 KB, rlang 766 KB.

Depends (1)

R >= 3.6

Imports (2)

rlang dplyr

LinkingTo (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Suggested by 2

Suggests, most downloaded first

performance lavaanExtra

How these are counted

Code & Tests

People & History

People (1)

Rémi Thériault

Author, Maintainer since 0.0.9 (2022)

Releases (12)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
0.2.0Latest
record
2025-09-15 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
0.1.9
record
2025-02-02 · diff ↗
0.1.8
record
2024-07-01 · diff ↗ ·
added 2 exports
grouped_bar_chart, plot_means_over_time
R
R 4.4.0 released · 2024-04-24
0.1.7
record
2023-10-10 · diff ↗
0.1.6
record
2023-09-13 · diff ↗
0.1.5
record
2023-08-19 · diff ↗
0.1.4
record
2023-07-20 · diff ↗ ·
added 2 exports
get_dep_version, install_if_not_installed
0.1.3
record
2023-06-20 · diff ↗
0.1.2
record
2023-05-21 · diff ↗ ·
removed 1 export
sr2
R
R 4.3.0 released · 2023-04-21
0.1.1
record
2023-02-06 · diff ↗ ·
removed 5 exports
cormatrix_excel_deprecated, save_as_docx, save_as_html, save_as_image, save_as_pptx

added 2 exports
nice_lm_contrasts, plot_outliers
0.1.0
record
2022-11-01 · diff ↗ ·
removed 4 exports
cormatrix_excel2, ggsave, lmSupport_modelEffectSizes, waiver

added 2 exports
cormatrix_excel_deprecated, sr2
0.0.9
record
2022-09-26

Show 1 earlier eventHide 1 earlier event

R
R 4.2.0 released · 2022-04-22

Package metadata

First published: 2022-09-26
Total releases: 12 / 4 yrs
License: GPL (>= 3) OSI
Minimum R: ≥ 3.6
Download size: 4.5 MB

Cite

Cite this package

Run in R for the authors' entry:

citation("rempsyc")

The package provides a citation file, so citation() returns the authors' own entry.

It points to 10.21105/joss.05466.

The repository also keeps a CITATION.cff.

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 rempsyc version 0.2.0 [Data set]. HJJB, LLC. Data release v2026-10-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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