Modern Shiny Apps with bslib
Build professional Shiny dashboards using bslib's Bootstrap 5 components and layouts. This skill focuses on modern UI/UX patterns that replace legacy Shiny approaches.
Quick Start
Single-page dashboard:
r
library(shiny)
library(bslib)
ui <- page_sidebar(
title = "My Dashboard",
theme = bs_theme(version = 5), # "shiny" preset by default
sidebar = sidebar(
selectInput("variable", "Variable", choices = names(mtcars))
),
layout_column_wrap(
width = 1/3,
fill = FALSE,
value_box(title = "Users", value = "1,234", theme = "primary"),
value_box(title = "Revenue", value = "$56K", theme = "success"),
value_box(title = "Growth", value = "+18%", theme = "info")
),
card(
full_screen = TRUE,
card_header("Plot"),
plotOutput("plot")
)
)
server <- function(input, output, session) {
output$plot <- renderPlot({
hist(mtcars[[input$variable]], main = input$variable)
})
}
shinyApp(ui, server)
Multi-page dashboard:
r
ui <- page_navbar(
title = "Analytics Platform",
theme = bs_theme(version = 5),
nav_panel("Overview", overview_ui),
nav_panel("Analysis", analysis_ui),
nav_panel("Reports", reports_ui)
)
Core Concepts
Page Layouts
- -- Single-page dashboard with sidebar (most common)
- -- Multi-page app with top navigation bar
- -- Viewport-filling layout for custom arrangements
- -- Scrolling layout for long-form content
See page-layouts.md for detailed guidance.
Grid Systems
- -- Uniform grid with auto-wrapping (recommended for most cases)
- -- 12-column Bootstrap grid with precise control
See grid-layouts.md for detailed guidance.
Cards
Primary container for dashboard content. Support headers, footers, multiple body sections, and full-screen expansion.
See cards.md for detailed guidance.
Value Boxes
Display key metrics and KPIs with optional icons, sparklines, and built-in theming.
See value-boxes.md for detailed guidance.
Navigation
- Page-level: for multi-page apps
- Component-level: , , for tabbed content
See navigation.md for detailed guidance.
Sidebars
- Page-level: or
page_navbar(sidebar = ...)
- Component-level: within cards
- Supports conditional content, dynamic open/close, accordions
See sidebars.md for detailed guidance.
Filling Layouts
The fill system controls how components resize to fill available space. Key concepts: fillable containers, fill items, fill carriers. Fill activates when containers have defined heights.
See filling.md for detailed guidance.
Theming
- with Bootswatch themes for quick styling
- Custom colors: , , affect hundreds of CSS rules
- Fonts: for typography
- Dynamic theming: +
session$setCurrentTheme()
See theming.md for detailed guidance.
UI Components
- Accordions -- Collapsible sections, especially useful in sidebars
- Tooltips -- Hover-triggered help text
- Popovers -- Click-triggered containers for secondary UI/inputs
- Toasts -- Temporary notification messages
See accordions.md, tooltips-popovers.md, and toasts.md.
Icons
Recommended: package (Bootstrap Icons, designed for bslib):
r
bsicons::bs_icon("graph-up")
bsicons::bs_icon("people", size = "2em")
r
fontawesome::fa("envelope")
Accessibility for icon-only triggers: When an icon is used as the sole trigger for a tooltip, popover, or similar interactive element (no accompanying text), it must be accessible to screen readers. By default, icon packages mark icons as decorative (
), which hides them from assistive technology.
- : Provide — this automatically sets
r
tooltip(
bs_icon("info-circle", title = "More information"),
"Tooltip content here"
)
- : Set and provide
r
tooltip(
fa("circle-info", a11y = "sem", title = "More information"),
"Tooltip content here"
)
The
should describe the purpose of the trigger (e.g., "More information", "Settings"), not the icon itself (e.g., not "info circle icon").
Special Inputs
- -- Toggle switch (modern checkbox alternative)
- -- Dark mode toggle
- -- Button for long-running operations
- -- Code editor with syntax highlighting
- -- Textarea with explicit submission
See inputs.md for detailed guidance.
Common Workflows
Building a Dashboard
- Choose page layout: (single-page) or (multi-page)
- Add theme with (consider Bootswatch for quick start)
- Create sidebar with inputs for filtering/controls
- Add value boxes at top for key metrics (set on container)
- Arrange cards with or
- Enable on all visualization cards
- Add
thematic::thematic_shiny()
for plot theming
Modernizing an Existing App
See migration.md for a complete mapping of legacy patterns to modern equivalents. Key steps:
- Replace with or
- Replace / with
- Wrap outputs in
- Add
theme = bs_theme(version = 5)
- Convert key metrics to components
- Replace with
Guidelines
- Prefer bslib page functions (, , , ) over legacy equivalents (, )
- Use or for grid layouts instead of /, which don't support filling layouts
- Wrap outputs in when building dashboards -- full-screen expansion is a high-value feature
- Set on containers holding value boxes (they shouldn't stretch to fill height)
- Pin Bootstrap version: include
theme = bs_theme(version = 5)
or a preset theme
- Use
thematic::thematic_shiny()
in the server so base R and ggplot2 plots match the app theme
- Use responsive widths like in for auto-adjusting columns
- Group sidebar inputs with when sidebars have many controls
- See migration.md for mapping legacy Shiny patterns to modern bslib equivalents
Avoid Common Errors
- Avoid directly nesting containers. functions are already cards; content goes directly inside them without wrapping in
- Only use and for laying out multiple elements. Single children should be passed directly to their container functions.
- Never nest functions. Only use one top-level page function per app.
Reference Files
- migration.md -- Legacy Shiny to modern bslib migration guide
- page-layouts.md -- Page-level layout functions and patterns
- grid-layouts.md -- Multi-column grid systems
- cards.md -- Card components and features
- value-boxes.md -- Value boxes for metrics and KPIs
- navigation.md -- Navigation containers and patterns
- sidebars.md -- Sidebar layouts and organization
- filling.md -- Fillable containers and fill items
- theming.md -- Basic theming (colors, fonts, Bootswatch). See shiny-bslib-theming skill for advanced theming
- accordions.md -- Collapsible sections and sidebar organization
- tooltips-popovers.md -- Hover tooltips and click-triggered popovers
- toasts.md -- Temporary notification messages
- inputs.md -- Special bslib input widgets
- best-practices.md -- bslib-specific patterns and common gotchas