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 (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 |
Documentation:
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