R Observatory: Metrics for spicy version 0.12.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

spicy

0.12.0

Descriptive Statistics, Summary Tables, and Data Management Tools

0packages depend

5.6Kdownloads / year

97.3%test coverage

13/13checks pass

Overview

About

Maintained by Amal TawfikFirst published 2025-05-0514 releasesCRAN page ↗GitHub ↗

Provides tabulation, descriptive-summary, and variable-inspection tools for applied data analysis. Frequency tables and cross-tabulations with contingency-table association measures (Cramer's V, Phi, Goodman-Kruskal Gamma, Kendall's Tau-b, Somers' D, and others); categorical and continuous summary tables; regression coefficient tables for one or more 'lm' or 'glm' fits side by side; and outcome-by-group comparison tables from linear models with optional additive covariate adjustment. All table outputs follow APA conventions and expose 'broom'-compatible 'tidy()' / 'glance()' methods for downstream pipelines. Helpers cover interactive codebooks, variable-label extraction, clipboard export, and row-wise descriptive summaries.

Install

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

install.packages("spicy", 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("amaltawfik/spicy")

Development version from amaltawfik/spicy. 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-spicy

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-spicy

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-spicy

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

Health

CRAN checks

13OK

Slowest check: 9.6 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.78

97.3%

Coverage · measured lines

100%

Documentation · exports

10

Dependencies · direct

Check history

OK2026-08-04
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-07
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-05-20
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 4 earlier snapshots

ERROR2026-04-25
11 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-04-11
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-03-31
13 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 780 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 93%
Documented parameters: 98%
Return-value docs: 100%
References docs: 9%

Downloads

5.6K

CRAN downloads in the past year

Rank #6,446 · ~15/day · ~465/mo

Releases R versions

Daily download trend is not available in this view yet.

22130 days

1.3K90 days

5.6K1 year

Compare downloads with other packages →

Also on204 r2u17 autocran

Repository

GitHub ↗ amaltawfik/spicy

3Stars

1Forks

0Open issues

0Open PRs

13Releases

1,089Commits

1Contributors

1,089 commits · Last activity 2026-08-17

Stars over time

2025-05-14 · 32026-07-07 · 3

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/amaltawfik/spicy on 2026-08-16.

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (1)

data-raw/

CRAN release process (1)

cran-comments.md

Docs source (1)

README.Rmd

Show all practices

Lint, format, editor (1)

RStudio project

Coverage (1)

Codecov

Governance and community (1)

Issue templates

Git structural (2)

.gitattributesblame-ignore revs

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

Development tooling

AI-assisted toolingBeta

Uses AI-assisted development tooling (declared in repo)

Earliest detected marker: claude on 2026-03-13

claude

Most recent: claude on 2026-03-13

Evidence

agents-md: on 2026-03-13 · evidence D
claude: on 2026-03-13 · evidence B, D

How this is detected·Detection ruleset v2 (updated 2026-07-29)

Dependencies

Declared dependencies

29 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.1.0

Imports (10)

crayon dplyr labelled rlang sandwichstatsstringr tibble tidyselectutils

LinkingTo (0)

none

Suggests (21)

broom clipr clubSandwich DT effectsize emmeans flextable gt haven htmltools knitr marginaleffects officer openxlsx2 parameters performance rmarkdown spelling testthat tinytable withr

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (1)

Maintainer (1)

Amal Tawfik

Author, Maintainer, Copyright holder

Authors (1)

Amal Tawfik

Author, Maintainer, Copyright holder

Copyright holders (1)

Amal Tawfik

Author, Maintainer, Copyright holder

Package Timeline

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

0.12.0Latest
2026-05-20 · current release · diff ↗
0.11.0
2026-05-04 · diff ↗
0.10.0
2026-04-27 · diff ↗
R
R 4.6.0 released · 2026-04-24
0.9.0
2026-04-20 · diff ↗
0.8.0
2026-04-11 · diff ↗
0.7.0
2026-03-30 · diff ↗
0.6.0
2026-03-23 · diff ↗
0.5.0
2026-03-14 · diff ↗
0.4.2
2026-03-06 · diff ↗
0.4.1
2025-12-21 · diff ↗
0.3.0
2025-10-23 · diff ↗
0.2.1
2025-10-04 · diff ↗
0.2.0
2025-09-25 · diff ↗
0.1.0
2025-05-05
R
R 4.5.0 released · 2025-04-11

Package metadata

First published: 2025-05-05
Total releases: 14 / 1 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.1.0
Bundled data: 24 KB / 1 file
Download size: 1.4 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("spicy")

Format

Tawfik, A. (2026). spicy: Descriptive Statistics, Summary Tables, and Data Management Tools (Version 0.12.0) [Computer software]. https://doi.org/10.32614/CRAN.package.spicy

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

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 spicy version 0.12.0 [Data set]. HJJB, LLC. Data release v2026-08-17. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-17, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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