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-4.4-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'))

Peer review:

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

On CRAN:

analysisexploratory-data-analysis

7.25 score 42 stars 205 scripts 1.4k downloads 17 exports 76 dependencies

Last updated 10 months agofrom:c823b69e2d. Checks:OK: 1 NOTE: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 06 2024
R-4.5-winNOTENov 06 2024
R-4.5-linuxNOTENov 06 2024
R-4.4-winNOTENov 06 2024
R-4.4-macNOTENov 06 2024
R-4.3-winNOTENov 06 2024
R-4.3-macNOTENov 06 2024

Exports:ExpCatStatExpCatVizExpCTableExpCustomStatExpDataExpInfoValueExpKurtosisExpNumStatExpNumVizExpOutliersExpOutQQExpParcoordExpReportExpSkewExpStatExpTwoPlotsExpWoeTable

Dependencies:askpassbase64encbslibcachemclicolorspacecpp11crayoncurldata.tabledigestdplyrevaluatefansifarverfastmapfontawesomeforcatsfsgenericsGGallyggplot2ggstatsgluegridExtragtablehighrhmshtmltoolsISLRisobandjquerylibjsonliteknitrlabelinglatticelifecyclelpSolvemagrittrMASSMatrixmemoisemgcvmimemunsellnlmepatchworkpillarpkgconfigplyrprettyunitsprogresspurrrqpdfR6rappdirsRColorBrewerRcpprlangrmarkdownsamplingsassscalesstringistringrsystibbletidyrtidyselecttinytexutf8vctrsviridisLitewithrxfunyaml

Custom table summarizing outcomes

Rendered fromCustomTable.Rmdusingknitr::rmarkdownon Nov 06 2024.

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

Two independent plots side by side for the same variable

Rendered fromSmartTwoPlots.Rmdusingknitr::rmarkdownon Nov 06 2024.

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 Nov 06 2024.

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