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:

analysisexploratory-data-analysis

7.13 score 42 stars 214 scripts 803 downloads 17 exports 76 dependencies

Last updated 1 years agofrom:c823b69e2d. Checks:1 OK, 7 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKFeb 04 2025
R-4.5-winNOTEFeb 04 2025
R-4.5-macNOTEFeb 04 2025
R-4.5-linuxNOTEFeb 04 2025
R-4.4-winNOTEFeb 04 2025
R-4.4-macNOTEFeb 04 2025
R-4.3-winNOTEFeb 04 2025
R-4.3-macNOTEFeb 04 2025

Exports:ExpCatStatExpCatVizExpCTableExpCustomStatExpDataExpInfoValueExpKurtosisExpNumStatExpNumVizExpOutliersExpOutQQExpParcoordExpReportExpSkewExpStatExpTwoPlotsExpWoeTable

Dependencies:askpassbase64encbslibcachemclicolorspacecpp11crayoncurldata.tabledigestdplyrevaluatefansifarverfastmapfontawesomeforcatsfsgenericsGGallyggplot2ggstatsgluegridExtragtablehighrhmshtmltoolsISLRisobandjquerylibjsonliteknitrlabelinglatticelifecyclelpSolvemagrittrMASSMatrixmemoisemgcvmimemunsellnlmepatchworkpillarpkgconfigplyrprettyunitsprogresspurrrqpdfR6rappdirsRColorBrewerRcpprlangrmarkdownsamplingsassscalesstringistringrsystibbletidyrtidyselecttinytexutf8vctrsviridisLitewithrxfunyaml

Custom table summarizing outcomes

Rendered fromCustomTable.Rmdusingknitr::rmarkdownon Feb 04 2025.

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

Two independent plots side by side for the same variable

Rendered fromSmartTwoPlots.Rmdusingknitr::rmarkdownon Feb 04 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 Feb 04 2025.

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