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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.
| Version: | 0.3.10 |
| Depends: | R (≥ 3.3.0) |
| Imports: | ggplot2, sampling, scales, rmarkdown, ISLR (≥ 1.0), data.table, gridExtra, GGally, qpdf |
| Suggests: | testthat, knitr, covr, psych |
| Published: | 2024-01-30 |
| DOI: | 10.32614/CRAN.package.SmartEDA |
| Author: | Dayanand Ubrangala [aut, cre], Kiran R [aut, ctb], Ravi Prasad Kondapalli [aut, ctb], Sayan Putatunda [aut, ctb] |
| Maintainer: | Dayanand Ubrangala <daya6489 at gmail.com> |
| BugReports: | https://github.com/daya6489/SmartEDA/issues |
| License: | MIT + file LICENSE |
| URL: | https://daya6489.github.io/SmartEDA/ |
| NeedsCompilation: | no |
| Materials: | README NEWS |
| CRAN checks: | SmartEDA results |
| Reference manual: | SmartEDA.pdf |
| Vignettes: |
Custom summary statistics Vignette Title Subtitle Two independent plots side by side |
| Package source: | SmartEDA_0.3.10.tar.gz |
| Windows binaries: | r-devel: SmartEDA_0.3.10.zip, r-release: SmartEDA_0.3.10.zip, r-oldrel: SmartEDA_0.3.10.zip |
| macOS binaries: | r-release (arm64): SmartEDA_0.3.10.tgz, r-oldrel (arm64): SmartEDA_0.3.10.tgz, r-release (x86_64): SmartEDA_0.3.10.tgz, r-oldrel (x86_64): SmartEDA_0.3.10.tgz |
| Old sources: | SmartEDA archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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