Скачать или смотреть visR: Interactive Data Visualization Tool

visR is a powerful and flexible R Shiny application designed for interactive data visualization and basic AI model analysis. It provides a user-friendly interface for exploring and visualizing data through various chart types and running simple machine learning models.

Used R packages: "shiny", "shinydashboard", "plotly", "dplyr", "readr", "DT", "caret", "randomForest", "bslib"

Features
Data Loading: Upload CSV files or use pre-loaded datasets.
Data Exploration: View and modify data types of columns.
Visualization Types:
Scatter Plots
Line Plots
Bar Charts
Donut Charts
Histograms
Violin Plots
Box Plots
Heatmaps
AI Analysis: Run basic machine learning models:
Binary Classification
Multi-Class Classification
Linear Regression
Interactive Plots: All visualizations are interactive, allowing for zooming, panning, and hovering for more information.
Customization: Adjust plot titles, axis labels, and other parameters.

GitHub: https://github.com/accaderi/visR-Inte...