CRAN/E | correlationfunnel

correlationfunnel

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

Installation

About

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.

github.com/business-science/correlationfunnel
Bug report File report

Key Metrics

Version 0.2.0
R ≥ 3.1
Published 2020-06-09 1410 days ago
Needs compilation? no
License MIT
License File
CRAN checks correlationfunnel results

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Maintainer

Maintainer

Matt Dancho

mdancho@business-science.io

Authors

Matt Dancho

aut / cre

Material

README
NEWS
Reference manual
Package source

Vignettes

Introducing Correlation Funnel
Methodology, Key Considerations, and FAQs

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

correlationfunnel archive

Depends

R ≥ 3.1

Imports

ggplot2
rlang
recipes
magrittr
plotly
tibble
dplyr ≥1.0.0
tidyr ≥ 1.0.0
stats
utils
ggrepel
stringr
forcats
purrr
cli
crayon
rstudioapi

Suggests

scales
knitr
rmarkdown
covr
lubridate
testthat ≥2.1.0