R Observatory: Metrics for autostats version 0.4.2

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

autostats

0.4.2

Auto Stats

2packages depend

5.2Kdownloads / year

–test coverage

11/13checks pass

Overview

About

Maintained by Harrison TietzeFirst published 2021-10-287 releasesCRAN page ↗GitHub ↗

Automatically do statistical exploration. Create formulas using 'tidyselect' syntax, and then determine cross-validated model accuracy and variable contributions using 'glm' and 'xgboost'. Contains additional helper functions to create and modify formulas. Has a flagship function to quickly determine relationships between categorical and continuous variables in the data set.

Install

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

install.packages("autostats", 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("Harrison4192/autostats")

Development version from Harrison4192/autostats. 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-autostats

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-autostats

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-autostats

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

Health

CRAN checks

2NOTE11OK

Failing flavors

NOTE r-devel-linux-x86_64-fedora-clang
NOTE r-devel-linux-x86_64-fedora-gcc

Slowest check: 3.0 min · r-oldrel-macos-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

96%

Documentation · exports

35

Dependencies · direct

Check history

NOTE2026-06-09
11 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
10 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
NOTE2026-04-10
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-09
11 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
NOTE2026-03-10
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 58 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 99%
Return-value docs: 100%
References docs: 0%

Downloads

5.2K

CRAN downloads in the past year

Rank #9,959 · ~14/day · ~434/mo

Releases R versions

Daily download trend is not available in this view yet.

30030 days

95890 days

5.2K1 year

Compare downloads with other packages →

Also on152 r2u1 autocran1.3K conda_forge

Repository

GitHub ↗ harrison4192/autostats

7Stars

3Forks

0Open issues

0Open PRs

0Releases

152Commits

4Contributors

152 commits · Last activity 2026-02-26

Repository practices

Upstream repositoryBeta

6 development-tooling and community-health practices detected across 5 families in the upstream repository

Checks run against github.com/harrison4192/autostats on 2026-08-16.

Continuous integration (1)

GitHub Actions

CRAN release process (2)

cran-comments.mdCRAN-SUBMISSION

Docs source (1)

README.Rmd

Lint, format, editor (1)

RStudio project

Show all practices

Git structural (1)

.gitattributes

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

Dependencies

Declared dependencies

46 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.5.0

LinkingTo (0)

none

Suggests (15)

knitr rmarkdown forcatsparalleldoParallel hardhat flextable glmnet ggstanceMatrixBBmisc readr lubridate ranger XICOR

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

2direct

0indirect

TidyConsultant tidybins

Code & Tests

People & History

People (1)

Maintainer (1)

Harrison Tietze

Author, Maintainer

Authors (1)

Harrison Tietze

Author, Maintainer

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
0.4.2Latest
2026-02-26 · current release · diff ↗
unarchivedReturned to CRAN
2026-02-26
archivedRemoved from CRAN
2026-01-12
issues were not corrected despite reminders
R
R 4.5.0 released · 2025-04-11
0.4.1
2024-06-04 · diff ↗
unarchivedReturned to CRAN
2024-06-03
R
R 4.4.0 released · 2024-04-24
archivedRemoved from CRAN
2023-08-28
check issues were not corrected in time Does not use archived suggested package 'moreparty' conditionally
R
R 4.3.0 released · 2023-04-21
0.4.0
2022-11-07 · diff ↗
0.3.1
2022-08-19 · diff ↗
R
R 4.2.0 released · 2022-04-22
0.3.0
2022-02-09 · diff ↗
0.2.0
2021-12-10 · diff ↗
0.1.0
2021-10-28

Show 1 earlier events

R
R 4.1.0 released · 2021-05-18

Package metadata

First published: 2021-10-28
Total releases: 7 / 5 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 3.5.0
Download size: 371 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("autostats")

Format

Tietze, H. (2026). autostats: Auto Stats (Version 0.4.2) [Computer software]. https://doi.org/10.32614/CRAN.package.autostats

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 autostats version 0.4.2 [Data set]. HJJB, LLC. Data release v2026-08-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-18, 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 →