The hardware and bandwidth for this mirror is donated by METANET, the Webhosting and Full Service-Cloud Provider.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]metanet.ch.

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

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

Linking:

Please use the canonical form https://CRAN.R-project.org/package=SmartEDA to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.