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DESCRIPTION
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DESCRIPTION
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Package: correlationfunnel
Type: Package
Title: Speed Up Exploratory Data Analysis (EDA) with the Correlation Funnel
Version: 0.2.0
Authors@R:
person("Matt", "Dancho", email = "[email protected]", role = c("aut", "cre"))
Description:
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>.
URL: https://github.com/business-science/correlationfunnel, https://business-science.github.io/correlationfunnel/
BugReports: https://github.com/business-science/correlationfunnel/issues
License: MIT + file LICENSE
Encoding: UTF-8
LazyData: true
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)
RoxygenNote: 7.1.0
Roxygen: list(markdown = TRUE)
VignetteBuilder: knitr