SmartEDA: Summarize and Explore the Data

Exploratory analysis on any input data describing the structure and the relationships present in the data. The package automatically select the variable and does related descriptive statistics. Analyzing information value, weight of evidence, custom tables, summary statistics, graphical techniques will be performed for both numeric and categorical predictors.

Version: 0.3.10
Depends: R (≥ 3.3.0)
Imports: ggplot2, sampling, scales, rmarkdown, ISLR (≥ 1.0), data.table, gridExtra, GGally, qpdf
Suggests: testthat, knitr, covr, psych
Published: 2024-01-30
DOI: 10.32614/CRAN.package.SmartEDA
Author: Dayanand Ubrangala [aut, cre], Kiran R [aut, ctb], Ravi Prasad Kondapalli [aut, ctb], Sayan Putatunda [aut, ctb]
Maintainer: Dayanand Ubrangala <daya6489 at>
License: MIT + file LICENSE
NeedsCompilation: no
Materials: README NEWS
CRAN checks: SmartEDA results


Reference manual: SmartEDA.pdf
Vignettes: Custom summary statistics
Vignette Title Subtitle
Two independent plots side by side


Package source: SmartEDA_0.3.10.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): SmartEDA_0.3.10.tgz, r-oldrel (arm64): SmartEDA_0.3.10.tgz, r-release (x86_64): SmartEDA_0.3.10.tgz, r-oldrel (x86_64): SmartEDA_0.3.10.tgz
Old sources: SmartEDA archive


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