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: 0.3.0
Depends: R (≥ 3.3.0)
Imports: ggplot2 (≥ 2.2.1), scales (≥ 0.5.0), utils, rmarkdown (≥ 1.9), ISLR (≥ 1.2), data.table (≥ 1.10.4-3), stringi (≥ 1.1.7), gridExtra (≥ 2.3), sampling (≥ 2.8), GGally (≥ 1.4.0)
Suggests: psych, Hmisc, smbinning, testthat, knitr, covr
Published: 2018-07-25
Author: Dayanand Ubrangala; Kiran R; Ravi Prasad Kondapalli
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
Explore data using SmartEDA (Intro)
Package source: SmartEDA_0.3.0.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
OS X binaries: r-release: SmartEDA_0.2.0.tgz, r-oldrel: SmartEDA_0.2.0.tgz
Old sources: SmartEDA archive


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