R Observatory: Metrics for correlationfunnel version 0.2.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

correlationfunnel

0.2.0Package record

Speed Up Exploratory Data Analysis (EDA) with the Correlation Funnel

0packages depend

7.1Kdownloads / year

93.1%test coverage

11/13flavors OK

Overview

About

Maintained by Matt DanchoCRAN page ↗GitHub ↗Issues ↗

Speeds up exploratory data analysis (EDA) by providing a succinct workflow and interactive visualization tools for understanding which features have relationships to target (response). Uses binary correlation analysis to determine relationship. Default correlation method is the Pearson method. Lian Duan, W Nick Street, Yanchi Liu, Songhua Xu, and Brook Wu (2014) doi:10.1145/2637484.

Changes in 0.2.0

Fix - Allow integer data to be binarize()-ed
Fix - Allow logical data to be binarize()-ed. Values are converted to integer and then binarized.
Compatability with dplyr 1.0.0

From NEWS.md in the release

Install

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

install.packages("correlationfunnel", 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("business-science/correlationfunnel")

Development version from business-science/correlationfunnel. 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-correlationfunnel

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-correlationfunnel

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-correlationfunnel

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

2NOTE11OK

Check messages

NOTEdependencies in R coder-devel-linux-x86_64-fedora-clang, r-devel-linux-x86_64-fedora-gcc

Namespace in Imports field not imported from:
  ‘utils’
All declared Imports should be used.

CRAN check page ↗

Slowest check: 4.7 min · r-oldrel-windows-x86_64

Status changes

NOTE11 OK, 2 NOTE2026-06-09
ERROR10 OK, 2 NOTE, 1 ERROR2026-06-08
NOTE12 OK, 2 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.2.0

READMEYes · 1,061 wordsVignettesYes · 2 · dynamicNEWSYes · 100% structured · mentions 0.2.0Citation fileNo

Help pages: 7 (2 internal)includes a package overview page
Examples that run: 100%3 run in a plain check
Exported functions with examples: 75%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 14%

Vignettes (2)

How these are measured

Downloads

7.1K

CRAN downloads in the past year

Rank #5,437 · ~19/day · ~589/mo

Releases R versions

Daily download trend is not available in this view yet.

52630 days

1.5K90 days

7.1K1 year

Compare downloads with other packages →

Also on186 r2u3 autocran

How downloads are counted

Repository

business-science/correlationfunnel ↗Organization: business-science

140Stars

29Forks

7Open issues

1Open PRs

0Releases

54Commits

2Commit identities

correlationexploratory-data-analysisexploratory-data-visualizationsexploratory-analysistidyverser-package

54 commits · Last activity 2024-01-16 · 0% stars, 30d

Responsiveness

How these are sampled

PRs merged (all time): 100%
Median days to close, 50 most recently updated closed issues: 19
Median days to close, 50 most recently updated closed PRs: 4

Stars over time

2025-08-20 · 1382026-07-07 · 140

How these are measured

PracticesBeta

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

Checks run against github.com/business-science/correlationfunnel on 2026-10-21.

Continuous integration (1)

Travis CI (config file)

Docs source (3)

README.Rmdpkgdown

GitHub Pages site last deployed 2024-01-16

Coverage (1)

Coverage reporting (Codecov)

CRAN release process (1)

cran-comments.md

Show all practicesHide 1 practice

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

21 external dependencies (excludes base and recommended)

Installing correlationfunnel adds 90 packages (45 with compiled code, 72 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, data.table 5.7 MB.

Depends (1)

R >= 3.1

Imports (17)

ggplot2 rlang recipes magrittr plotly tibble dplyr (>= 1.0.0)tidyrstatsutilsggrepel stringr forcats purrr cli crayon rstudioapi

LinkingTo (0)

none

Suggests (6)

scales knitr rmarkdown covr lubridate testthat (>= 2.1.0)

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

Datasets

People & History

People (1)

Matt Dancho

Author, Maintainer since 0.1.0 (2019)

Releases (2)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
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
0.2.0Latest
record
2020-06-09 · current release · diff ↗
R
R 4.0.0 released · 2020-04-24
0.1.0
record
2019-08-06
R
R 3.6.0 released · 2019-04-26

Package metadata

First published: 2019-08-06
Total releases: 2 / 7 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 3.1
Bundled data: 427 KB / 2 files
Download size: 2.5 MB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("correlationfunnel")

Format

Dancho, M. (2020). correlationfunnel: Speed Up Exploratory Data Analysis (EDA) with the Correlation Funnel (Version 0.2.0) [Computer software]. https://doi.org/10.32614/CRAN.package.correlationfunnel

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

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 correlationfunnel version 0.2.0 [Data set]. HJJB, LLC. Data release v2026-10-23. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-23, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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