R Shiny
(อาร์ ชินี่)
Definition
R Shiny (อาร์ ชินี่) Tool
R Shiny is an R package that enables the development of interactive web applications directly from R, allowing users to create dynamic and reactive dashboards and visualizations without requiring extensive web development skills.
Expertise Level
Level 1
Basic
1. Can set up a basic R Shiny application with UI and server components.
2. Understands the reactive programming concept in Shiny.
3. Can deploy simple static inputs and outputs like text, plots, and tables.
Level 2
Intermediate
1. Can build interactive dashboards with dynamic user inputs.
2. Implements reactive expressions for efficient data handling.
3. Integrates multiple visualization libraries within the app.
Level 3
Advanced
1. Develops complex Shiny applications with modularized code and custom UI components.
2. Optimizes app performance and manages large datasets effectively.
3. Deploys Shiny apps securely on servers and integrates with external databases or APIs.
