Automatically performs exploratory data analysis (EDA) for tabular datasets, including data summaries, missing value analysis, descriptive statistics, visualizations, correlation analysis, outlier detection, and automated report generation. The package provides a streamlined workflow for rapid data exploration and produces publication-ready tables and graphics. For methodological details see Tukey (1977, ISBN:9780201076165), Pearson (1895) <doi:10.1098/rspl.1895.0041>, and Wickham (2014) <doi:10.18637/jss.v059.i10>.
| Version: | 0.1.1 |
| Depends: | R (≥ 4.2) |
| Imports: | e1071, rlang, dplyr, ggplot2, tidyr, psych, factoextra, openxlsx, GGally, visdat, igraph |
| Suggests: | knitr, mice, rmarkdown, testthat (≥ 3.0.0), tibble |
| Published: | 2026-08-08 |
| DOI: | 10.32614/CRAN.package.EDAForge |
| Author: | Vinodhkumar Obli Rajendran [aut, cre], Keerthi Aaradhana [aut] |
| Maintainer: | Vinodhkumar Obli Rajendran <vinodhkumar.rajendran at gmail.com> |
| BugReports: | https://github.com/vinodhpmd/EDAForge/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/vinodhpmd/EDAForge |
| NeedsCompilation: | no |
| Citation: | EDAForge citation info |
| Materials: | README, NEWS |
| CRAN checks: | EDAForge results |
| Reference manual: | EDAForge.html , EDAForge.pdf |
| Vignettes: |
Getting Started with EDAForge (source, R code) |
| Package source: | EDAForge_0.1.1.tar.gz |
| Windows binaries: | r-devel: EDAForge_0.1.1.zip, r-release: EDAForge_0.1.1.zip, r-oldrel: EDAForge_0.1.1.zip |
| macOS binaries: | r-release (arm64): EDAForge_0.1.1.tgz, r-oldrel (arm64): EDAForge_0.1.1.tgz, r-release (x86_64): EDAForge_0.1.1.tgz, r-oldrel (x86_64): EDAForge_0.1.1.tgz |
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