DrData: Interactive Statistical Analysis and Machine Learning Platform

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
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

Documentation:

Reference manual:	DrData.html , DrData.pdf
Vignettes:	Getting Started with DrData (source, R code)

Downloads:

Package source:	DrData_0.2.0.tar.gz
Windows binaries:	r-devel: DrData_0.2.0.zip, 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

Linking:

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