Package: SmartEDA 0.3.10

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.

Authors:Dayanand Ubrangala [aut, cre], Kiran R [aut, ctb], Ravi Prasad Kondapalli [aut, ctb], Sayan Putatunda [aut, ctb]

SmartEDA_0.3.10.tar.gz
SmartEDA_0.3.10.zip(r-4.7)SmartEDA_0.3.10.zip(r-4.6)SmartEDA_0.3.10.zip(r-4.5)
SmartEDA_0.3.10.tgz(r-4.6-any)SmartEDA_0.3.10.tgz(r-4.5-any)
SmartEDA_0.3.10.tar.gz(r-4.7-any)SmartEDA_0.3.10.tar.gz(r-4.6-any)
SmartEDA_0.3.10.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
SmartEDA/json (API)
NEWS

# Install 'SmartEDA' in R:
install.packages('SmartEDA', repos = c('https://daya6489.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/daya6489/smarteda/issues

Pkgdown/docs site:https://daya6489.github.io

On CRAN:

Conda:

analysisexploratory-data-analysis

7.27 score 45 stars 275 scripts 830 downloads 17 exports 69 dependencies

Last updated from:c823b69e2d. Checks:7 NOTE, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64NOTE170
source / vignettesOK231
linux-release-x86_64NOTE165
macos-release-arm64NOTE169
macos-oldrel-arm64NOTE208
windows-develNOTE201
windows-releaseNOTE133
windows-oldrelNOTE116
wasm-releaseOK135

Exports:ExpCatStatExpCatVizExpCTableExpCustomStatExpDataExpInfoValueExpKurtosisExpNumStatExpNumVizExpOutliersExpOutQQExpParcoordExpReportExpSkewExpStatExpTwoPlotsExpWoeTable

Dependencies:askpassbase64encbslibcachemclicpp11crayoncurldata.tabledigestdplyrevaluatefarverfastmapfontawesomeforcatsfsgenericsGGallyggplot2ggstatsgluegridExtragtablehighrhmshtmltoolsISLRisobandjquerylibjsonliteknitrlabelinglifecyclelpSolvemagrittrMASSmemoisemimepatchworkpillarpkgconfigprettyunitsprogresspurrrqpdfR6rappdirsRColorBrewerRcpprlangrmarkdownS7samplingsassscalesstringistringrsystibbletidyrtidyselecttinytexutf8vctrsviridisLitewithrxfunyaml

Custom table summarizing outcomes

Rendered fromCustomTable.Rmdusingknitr::rmarkdownon May 31 2026.

Last update: 2019-08-06
Started: 2019-05-04

Two independent plots side by side for the same variable

Rendered fromSmartTwoPlots.Rmdusingknitr::rmarkdownon May 31 2026.

Last update: 2021-06-22
Started: 2021-06-22

Summarize and Explore the Data

Dayananda Ubrangala, Kiran R, Ravi Prasad Kondapalli, Sayan Putatunda

Rendered fromSmartEDA.Rmdusingknitr::rmarkdownon May 31 2026.

Last update: 2024-01-30
Started: 2019-05-04