correlationfunnel

0.2.0

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

0packages depend

9.7Kdownloads / year

93.1%test coverage

11/13checks pass

Overview

About

Maintained by Matt DanchoFirst published 2019-08-062 releasesCRAN page ↗GitHub ↗

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.

Install

R (CRAN)pak (dev)Ubuntu (r2u)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.

bspm (used by r2u) also needs make: sudo apt install make

# 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).

Health

CRAN checks

2NOTE11OK

Failing flavors

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

Slowest check: 5.1 min · r-devel-linux-x86_64-fedora-clang

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
NOTE2026-03-10
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

Documentation signals are not tracked yet for this package.

Downloads

9.7K

CRAN downloads in the past year

Rank #7,927 · ~26/day · ~806/mo

correlationfunnel Releases R versions

Daily download trend is not available in this view yet.

44230 days

1.3K90 days

9.7K1 year

Compare downloads with other packages →

Also on192 r2u35 autocran

Repository

GitHub ↗ business-science/correlationfunnel

140Stars

29Forks

7Open issues

1Open PRs

0Releases

54Commits

2Contributors

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

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

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/business-science/correlationfunnel on 2026-07-19.

Continuous integration (1)

Travis CI

CRAN release process (1)

cran-comments.md

Docs source (1)

README.Rmd

Lint, format, editor (1)

RStudio project

Show all practices

Coverage (1)

Codecov

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

Dependencies

Declared dependencies

21 external dependencies (excludes base and recommended)

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.

Code & Tests

Datasets

People & History

People (1)

Maintainer (1)

Matt Dancho

Author, Maintainer

Authors (1)

Matt Dancho

Author, Maintainer

Package Timeline

2 releases. R releases are shown for context.

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
2020-06-09 · current release · diff ↗
R
R 4.0.0 released · 2020-04-24
0.1.0
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
Download size: 2.5 MB
Installed size: not tracked yet
With dependencies: not tracked yet

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