R Observatory: Metrics for EDAForge version 0.1.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

EDAForge

0.1.1Package record

Automatic Exploratory Data Analysis

0packages depend

846downloads / year

94.6%test coverage

13/13flavors OK

Overview

About

Maintained by Vinodhkumar Obli RajendranCRAN page ↗GitHub ↗Issues ↗

Automatically performs exploratory data analysis (EDA) for tabular datasets, including data summaries, missing value analysis, descriptive statistics, visualizations, correlation analysis, outlier detection, and automated report generation. The package provides a streamlined workflow for rapid data exploration and produces publication-ready tables and graphics. For methodological details see Tukey (1977, ISBN:9780201076165), Pearson (1895) doi:10.1098/rspl.1895.0041, and Wickham (2014) doi:10.18637/jss.v059.i10.

Changes in 0.1.1

Improvements

Removed the default output path from export_numeric_summary().
Updated examples, tests, and vignette to use tempdir()/tempfile().
Added a comprehensive introductory vignette.
Improved README and documentation.
Minor bug fixes and CRAN policy compliance improvements.

From NEWS.md in the release

Install

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

install.packages("EDAForge", 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("vinodhpmd/EDAForge")

Development version from vinodhpmd/EDAForge. 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-edaforge

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-EDAForge

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

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

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 2.6 min · r-oldrel-windows-x86_64

Status changes

OK13 OKNow
OK7 OK2026-08-09

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.1.1

READMEYes · 236 wordsVignettesYes · 1 · dynamicNEWSYes · 100% structured · mentions 0.1.1Citation fileYes · software entry onlyWebsitenot declared in DESCRIPTION

Description cites a JSS article

Help pages: 56 (7 internal)
Examples that run: 100%1 run in a plain check
Exported functions with examples: 2%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 0%

Vignettes (1)

Getting Started with EDAForge HTML

How these are measured

Downloads

846

CRAN downloads in the past year

Rank #13,972 · ~2/day · ~71/mo

Releases R versions

Daily download trend is not available in this view yet.

22830 days

84690 days

8461 year

Compare downloads with other packages →

Also on14 r2u

How downloads are counted

Repository

vinodhpmd/edaforge ↗Account: vinodhpmd

0Stars

0Forks

0Open issues

0Open PRs

3Releases

4Commits

1Commit identities

4 commits · Last activity 2026-08-01 · The default branch showed an older version (0.1.0) than CRAN on 2026-10-22

Responsiveness

not measured

How these are measured

PracticesBeta

1 development-tooling and community-health practice detected across 1 family in the upstream repository

Checks run against github.com/vinodhpmd/edaforge on 2026-10-22.

Continuous integration (1)

GitHub Actions

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

Dependencies

Declared dependencies

16 external dependencies (excludes base and recommended)

Installing EDAForge adds 135 packages (65 with compiled code, 125 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, bslib 5.6 MB.

Depends (1)

R >= 4.2

Imports (11)

e1071 rlang dplyr ggplot2 tidyr psych factoextra openxlsx GGally visdat igraph

LinkingTo (0)

none

Suggests (5)

knitr mice rmarkdown testthat tibble

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (2)

Vinodhkumar Obli Rajendran

Author, Maintainer since 0.1.1 (2026)

Keerthi Aaradhana

Author

Releases (1)

0.1.1Latest
record
first seen 2026-08-08 · current release
R
R 4.6.0 released · 2026-04-24

Package metadata

First seen: 2026-08-08
Total releases: 1 / 1 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.2
Download size: 55 KB

Cite

Cite this package

Run in R for the authors' entry:

citation("EDAForge")

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

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 EDAForge version 0.1.1 [Data set]. HJJB, LLC. Data release v2026-10-25. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-25, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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