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:
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')) |
Bug tracker:https://github.com/daya6489/smarteda/issues
analysisexploratory-data-analysis
Last updated 8 months agofrom:c823b69e2d. Checks:OK: 1 NOTE: 6. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Sep 07 2024 |
R-4.5-win | NOTE | Sep 07 2024 |
R-4.5-linux | NOTE | Sep 07 2024 |
R-4.4-win | NOTE | Sep 07 2024 |
R-4.4-mac | NOTE | Sep 07 2024 |
R-4.3-win | NOTE | Sep 07 2024 |
R-4.3-mac | NOTE | Sep 07 2024 |
Exports:ExpCatStatExpCatVizExpCTableExpCustomStatExpDataExpInfoValueExpKurtosisExpNumStatExpNumVizExpOutliersExpOutQQExpParcoordExpReportExpSkewExpStatExpTwoPlotsExpWoeTable
Dependencies:askpassbackportsbase64encbitbit64broombroom.helpersbslibcachemcardsclicliprcolorspacecpp11crayoncurldata.tabledigestdplyrevaluatefansifarverfastmapfontawesomeforcatsfsgenericsGGallyggplot2ggstatsgluegridExtragtablehavenhighrhmshtmltoolsISLRisobandjquerylibjsonliteknitrlabelinglabelledlatticelifecyclelpSolvemagrittrMASSMatrixmemoisemgcvmimemunsellnlmepatchworkpillarpkgconfigplyrprettyunitsprogresspurrrqpdfR6rappdirsRColorBrewerRcppreadrrlangrmarkdownsamplingsassscalesstringistringrsystibbletidyrtidyselecttinytextzdbutf8vctrsviridisLitevroomwithrxfunyaml
Custom table summarizing outcomes
Rendered fromCustomTable.Rmd
usingknitr::rmarkdown
on Sep 07 2024.Last update: 2019-08-06
Started: 2019-05-04
Two independent plots side by side for the same variable
Rendered fromSmartTwoPlots.Rmd
usingknitr::rmarkdown
on Sep 07 2024.Last update: 2021-06-22
Started: 2021-06-22
Summarize and Explore the Data
Rendered fromSmartEDA.Rmd
usingknitr::rmarkdown
on Sep 07 2024.Last update: 2024-01-30
Started: 2019-05-04