R Observatory: Metrics for AutoEDA version 0.1.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

AutoEDA

0.1.1Package record

Automatic Exploratory Data Analysis

0packages depend

586downloads / year

94.9%test coverage

13/13flavors OK

Overview

About

Maintained by Vinodhkumar Obli RajendranCRAN page ↗GitHub ↗Issues ↗

Automatically performs exploratory data analysis 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) and the cited methodological literature in the package documentation.

Install

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

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

Development version from vinodhpmd/AutoEDA. 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-autoeda

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-AutoEDA

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: 2.8 min · r-release-macos-x86_64

Status changes

OK13 OKNow
OK5 OK2026-09-13

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.1.1

READMEYes · 191 wordsVignettesYes · 1 · dynamicNEWSYes · 67% structured · does not mention 0.1.1Citation fileYes · software entry only

Help pages: 56 (7 internal)
Examples that run: 0%1 only when donttest examples are enabled (R CMD check --as-cran)
Exported functions with examples: 2%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 0%

Vignettes (1)

GettingStarted HTML

How these are measured

Downloads

586

CRAN downloads in the past year

Rank #22,429 · ~2/day · ~49/mo

Releases R versions

Daily download trend is not available in this view yet.

42730 days

58690 days

5861 year

Compare downloads with other packages →

Also on10 r2u

How downloads are counted

Repository

vinodhpmd/autoeda ↗Account: vinodhpmd

1Stars

0Forks

0Open issues

0Open PRs

0Releases

5Commits

1Commit identities

5 commits · Last activity 2026-07-28 · The default branch showed an older version (0.0.1) than CRAN on 2026-10-18

Responsiveness

not measured

Stars over time

2026-09-13 · 02026-10-07 · 1

How these are measured

PracticesBeta

3 development-tooling and community-health practices detected across 2 families in the upstream repository

Checks run against github.com/vinodhpmd/autoeda on 2026-10-18.

Continuous integration (2)

GitHub ActionsR CMD check workflow

The R CMD check workflow runs on macOS

Docs source (1)

GitHub Pages site

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

Dependencies

Declared dependencies

16 external dependencies (excludes base and recommended)

Installing AutoEDA 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
2026-09-12 · current release
R
R 4.6.0 released · 2026-04-24

Package metadata

First published: 2026-09-12
Total releases: 1 / 1 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.2
Download size: 52 KB

Cite

Cite this package

Run in R for the authors' entry:

citation("AutoEDA")

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 AutoEDA version 0.1.1 [Data set]. HJJB, LLC. Data release v2026-10-21. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-21, which the citation names so these numbers can be found later. More on citing and the projects behind them.

Report a problem with this page →