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-4.5)SmartEDA_0.3.10.zip(r-4.4)SmartEDA_0.3.10.zip(r-4.3)
SmartEDA_0.3.10.tgz(r-4.5-any)SmartEDA_0.3.10.tgz(r-4.4-any)SmartEDA_0.3.10.tgz(r-4.3-any)
SmartEDA_0.3.10.tar.gz(r-4.5-noble)SmartEDA_0.3.10.tar.gz(r-4.4-noble)
SmartEDA_0.3.10.tgz(r-4.4-emscripten)SmartEDA_0.3.10.tgz(r-4.3-emscripten)
SmartEDA.pdf |SmartEDA.html✨
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 site:https://daya6489.github.io

On CRAN:

Conda:

analysisexploratory-data-analysis

7.25 score 42 stars 214 scripts 1.3k downloads 17 exports 76 dependencies

Last updated 1 years agofrom:c823b69e2d. Checks:1 OK, 8 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 06 2025
R-4.5-winNOTEMar 06 2025
R-4.5-macNOTEMar 06 2025
R-4.5-linuxNOTEMar 06 2025
R-4.4-winNOTEMar 06 2025
R-4.4-macNOTEMar 06 2025
R-4.4-linuxNOTEMar 06 2025
R-4.3-winNOTEMar 06 2025
R-4.3-macNOTEMar 06 2025

Exports:ExpCatStatExpCatVizExpCTableExpCustomStatExpDataExpInfoValueExpKurtosisExpNumStatExpNumVizExpOutliersExpOutQQExpParcoordExpReportExpSkewExpStatExpTwoPlotsExpWoeTable

Dependencies:askpassbase64encbslibcachemclicolorspacecpp11crayoncurldata.tabledigestdplyrevaluatefansifarverfastmapfontawesomeforcatsfsgenericsGGallyggplot2ggstatsgluegridExtragtablehighrhmshtmltoolsISLRisobandjquerylibjsonliteknitrlabelinglatticelifecyclelpSolvemagrittrMASSMatrixmemoisemgcvmimemunsellnlmepatchworkpillarpkgconfigplyrprettyunitsprogresspurrrqpdfR6rappdirsRColorBrewerRcpprlangrmarkdownsamplingsassscalesstringistringrsystibbletidyrtidyselecttinytexutf8vctrsviridisLitewithrxfunyaml

Custom table summarizing outcomes

Rendered fromCustomTable.Rmdusingknitr::rmarkdownon Mar 06 2025.

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

Two independent plots side by side for the same variable

Rendered fromSmartTwoPlots.Rmdusingknitr::rmarkdownon Mar 06 2025.

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 Mar 06 2025.

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