A 'Shiny'-based interactive platform for end-to-end data science workflows. Provides modules for data import (CSV, 'Excel', RDS, TXT), data preprocessing (missing value imputation, encoding, scaling, outlier removal), exploratory data analysis with interactive plots and normality tests, supervised learning (regression and classification each with eight algorithms), and unsupervised learning (k-means, hierarchical clustering, density-based spatial clustering of applications with noise). Designed for students and practitioners in data science and artificial intelligence.
| Version: | 0.2.0 |
| Imports: | shiny (≥ 1.7.0), stats, utils |
| Suggests: | shinydashboard, plotly, DT, ggplot2, dplyr, tidyr, readr, readxl, caret, randomForest, rpart, rpart.plot, e1071, class, nnet, colourpicker, glmnet, cluster, dbscan, GGally, gbm, pROC, reshape2, scales, nortest, tseries, testthat (≥ 3.0.0), knitr, rmarkdown |
| Published: | 2026-05-19 |
| DOI: | 10.32614/CRAN.package.DrData (may not be active yet) |
| Author: | Mohsen Mehdinia [aut, cre] |
| Maintainer: | Mohsen Mehdinia <mehdinia.55 at gmail.com> |
| BugReports: | https://github.com/mohsenmehdinia/DrData/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/mohsenmehdinia/DrData |
| NeedsCompilation: | no |
| Language: | en-US |
| Materials: | README |
| CRAN checks: | DrData results |
| Reference manual: | DrData.html , DrData.pdf |
| Vignettes: |
Getting Started with DrData (source, R code) |
| Package source: | DrData_0.2.0.tar.gz |
| Windows binaries: | r-devel: not available, r-release: DrData_0.2.0.zip, r-oldrel: DrData_0.2.0.zip |
| macOS binaries: | r-release (arm64): DrData_0.2.0.tgz, r-oldrel (arm64): DrData_0.2.0.tgz, r-release (x86_64): DrData_0.2.0.tgz, r-oldrel (x86_64): DrData_0.2.0.tgz |
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