R Observatory: Metrics for funModeling version 1.9.6

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

funModeling

1.9.6

Exploratory Data Analysis and Data Preparation Tool-Box

0packages depend

30.6Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Pablo CasasFirst published 2016-02-0723 releasesCRAN page ↗GitHub ↗

Around 10% of almost any predictive modeling project is spent in predictive modeling, 'funModeling' and the book Data Science Live Book (https://livebook.datascienceheroes.com/) are intended to cover remaining 90%: data preparation, profiling, selecting best variables 'dataViz', assessing model performance and other functions.

Install

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

install.packages("funModeling", 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("pablo14/funModeling")

Development version from pablo14/funModeling. 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-funmodeling

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-funModeling

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-funModeling

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

Health

CRAN checks

13OK

Slowest check: 3.2 min · r-oldrel-macos-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

15

Dependencies · direct

Check history

OK2026-08-05
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
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-05-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 2 earlier snapshots

ERROR2026-05-03
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesYes · dynamicpkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 47%
Documented parameters: 100%
Return-value docs: 100%
References docs: 0%

Downloads

30.6K

CRAN downloads in the past year

Rank #3,575 · ~84/day · ~2.5K/mo

Releases R versions

Daily download trend is not available in this view yet.

59830 days

2.7K90 days

30.6K1 year

Compare downloads with other packages →

Also on132 r2u20 autocran

Repository

GitHub ↗ pablo14/funmodeling

100Stars

30Forks

3Open issues

1Open PRs

0Releases

154Commits

6Contributors

License MIT · 154 commits · Last activity 2026-02-17

Stars over time

2024-08-16 · 1002026-07-07 · 100

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/pablo14/funmodeling on 2026-08-16.

Docs source (1)

README.Rmd

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

16 external dependencies (excludes base and recommended)

Depends (2)

R >= 3.4.0Hmisc

Imports (14)

ROCR ggplot2 gridExtra pander reshape2 scales dplyr rlangutilsRColorBrewer moments entropy cli stringr

LinkingTo (0)

none

Suggests (2)

knitr rmarkdown

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (1)

Maintainer (1)

Pablo Casas

Author, Maintainer

Authors (1)

Pablo Casas

Author, Maintainer

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
1.9.6Latest
2026-02-18 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
1.9.5
2024-04-01 · diff ↗
unarchivedReturned to CRAN
2024-04-01
archivedRemoved from CRAN
2023-06-17
issues were not corrected in time
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
1.9.4
2020-06-15 · diff ↗
R
R 4.0.0 released · 2020-04-24
1.9.3
2019-10-09 · diff ↗
1.9.2
2019-09-08 · diff ↗
1.9
2019-08-26 · diff ↗
1.8
2019-08-01 · diff ↗

Show 21 earlier events

R
R 3.6.0 released · 2019-04-26
1.7
2019-02-13 · diff ↗
1.6.8
2018-08-01 · diff ↗
R
R 3.5.0 released · 2018-04-23
1.6.7
2018-01-21 · diff ↗
1.6.6
2017-12-18 · diff ↗
1.6.5
2017-07-09 · diff ↗
1.6.4
2017-06-17 · diff ↗
1.6.3
2017-06-04 · diff ↗
R
R 3.4.0 released · 2017-04-21
1.6.2
2017-03-17 · diff ↗
1.6.1
2017-02-26 · diff ↗
1.6
2017-01-13 · diff ↗
1.5
2016-11-12 · diff ↗
1.4
2016-10-11 · diff ↗
1.3
2016-10-05 · diff ↗
1.2
2016-08-10 · diff ↗
R
R 3.3.0 released · 2016-05-03
1.1
2016-03-14 · diff ↗
1.0
2016-02-07
R
R 3.2.0 released · 2015-04-16

Package metadata

First published: 2016-02-07
Total releases: 23 / 10 yrs
License: GPL-2 OSI
Minimum R: ≥ 3.4.0
Bundled data: 8.7 KB / 4 files
Download size: 1.4 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Anomaly Detection

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("funModeling")

Format

Casas, P. (2026). funModeling: Exploratory Data Analysis and Data Preparation Tool-Box (Version 1.9.6) [Computer software]. https://doi.org/10.32614/CRAN.package.funModeling

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 funModeling version 1.9.6 [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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