Run queries on an SQL database andview the results in a data grid,also available as a template.
Run queries on an SQL database andview the results in a data grid,also available as a template.
Shiny is great for creating interactive visualizations, like thisthree-body problem simulator.
Mix Markdown prose with inputs and outputs to createinteractive explainers.
Efficient
Shiny uses a reactive execution engine to minimize rerendering of your application. Outputs are rendered on-demand and only when their upstream components change, which means that Shiny can support everything from the simplest dashboard to full-featured web apps.
Reactive
Shiny eliminates the hassle of manual state management. Rather than requiring callback functions and state variables, Shiny automatically determines the best execution path for your app at runtime. This allows you to focus on delivering insights instead of troubleshooting execution issues.
Robust
Shiny is built atop the modern Python web stack, leveragingStarlette andasyncio for robust web applications. It offers full support forCSS andJavaScript customization, enabling rich, interactive user experiences.