CRAN: Package SmartEDA

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年01月30日

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 gmail.com>

BugReports: https://github.com/daya6489/SmartEDA/issues

License: MIT + file LICENSE

URL: https://daya6489.github.io/SmartEDA/

NeedsCompilation: no

Materials: README, NEWS

CRAN checks: SmartEDA results

Documentation:

Reference manual: SmartEDA.html , SmartEDA.pdf

Vignettes: Custom summary statistics (source, R code)
Vignette Title Subtitle (source, R code)
Two independent plots side by side (source, R code)

Downloads:

Package source: SmartEDA_0.3.10.tar.gz

Windows binaries: r-devel: SmartEDA_0.3.10.zip, r-release: SmartEDA_0.3.10.zip, r-oldrel: SmartEDA_0.3.10.zip

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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