1. Pull and clean | 2. Geocode with a guarded cascade | 3. Geography join | 4. Review, override, export | 5. Reproducible runs and provenance

dash_titles() — full argument reference | Return value | Icon options | Font Awesome icon | Image logo | Reusable brand options | Label effects | Sidebar modes | Common combinations | Hover-expand sidebar | Brand divider | Global options | Putting it together

Overview | Minimal example | dash_titles() — the brand object | use_bs4Dashkit_core() — the core entry point | Sidebar modes | Navbar structure | Global options | Troubleshooting | What next?

Available options | Notes: | Setting options | Per-app overrides | Checking current options | Resetting to built-in defaults

Complete navbar items | dash_nav_item() - wrapping custom elements | Validate mixed navbar UI | Refresh controls | Help controls | Status badge | dash_nav_title() - styled title block | Alignment patterns | dash_user_menu() - user menu wrapper | Sign out patterns | Full navbar example

Recommended setup | Mobile, style, and overflow | Dropdown menu items | Runnable example

Overview | Basic usage | Reading the active tab in the server | Keyboard navigation | Indicator styles | Vertical orientation | Placing a filter widget beside the tabs | Theming | Built-in presets | Custom theme with glass_tab_theme() | bs4Dash integration | Multiple tab widgets on one page

One rule | Tabs: basic pattern | Tabs: inside a Shiny module | Tabs: dynamic values and selected | Tabs: server actions | Tabs: common options | Tabs: compact mode (dashboard cards) | Multi-select: basic pattern | Multi-select: update from server | Multi-select: useful arguments | Single-select: basic pattern | Single-select: update from server | Single-select: useful arguments | Tabs: inside bs4Dash | Theme helpers | Input values at a glance | conditionalPanel integration | View the changelog | Common gotchas

Overview | Basic usage | Shiny inputs produced | Initial selection | Checkbox styles | Custom hues for the filled style | Corner shape | Width, grouped choices, and disabled options | Dropdown lifecycle | Show / hide UI chrome | Filter tag pills with glassFilterTags() | Server-side access | Reactive helper | Server-side search for large choice sets | Updating choices and selection from the server | Theming | Built-in presets | Custom theme with glass_select_theme() | Standalone usage — no tabs required | Multiple dropdowns on one page

Overview | Basic usage | Initial selection | Optional label | Selection styles | Corner shape | Width, grouped choices, and disabled options | Dropdown lifecycle | Searchable and clearable | Server-side search for large choice sets | Explicit "All" option | Server-side access | Reactive helper | Updating choices and selection from the server | Theming | Built-in presets | Custom theme with glass_select_theme() | Standalone usage

Overview | Run locally | Manifest | Deploy to Posit Connect | Workflow pattern

What is glasstabs? | All widgets work in plain fluidPage() and in bs4Dash. They can be usedtogether or independently. | Installation | The one rule: call useGlassTabs() once | Tab widget in 3 minutes | Step 1 — define your tabs | Step 2 — assemble with glassTabsUI() | Step 3 — read the active tab in the server | Multi-select filter | Step 1 — define choices and place the widget | Step 2 — read the selection in the server | Optional reactive helper | Updating from the server | Single-select dropdown | Step 1: add a single-select input | Step 2: read the value in the server | Using them together | Choosing a theme | bs4Dash | Next steps

Overview | Side by side | Vertical orientation | Auto theming with bslib | Try it

1. Compute | 2. Compose | 3. Render | The state object

1. Compute the layout | 2. Hand the layout over as a state | 3. Compose | 4. Render the composed state

Explodemap-style HHS Fixture | Non-map Panels | CSV Round Trip | Labels, Boxes, And Connectors | Selected Labels And Legend Keys | Movement Context | Shiny

Toy geometry | drag_map_prototype() — full parameter reference | Data | Labels | Label styling | Connectors | Movement context | Initial positions | RStudio addin | Colour palette | Legend | Output file and display | Optional: Static rendering | Running examples

Embed A Draggable Plot | Custom Labels | Export A Report Image | Static Only | Spatial Studio | Loading veil | Reusable Shiny Helpers

Overview | 1. New Jersey — Ground-truth calibration (Section 5) | 2. Pennsylvania — Transfer test (Section 6) | Sensitivity analysis | 3. Cross-state calibration (Section 7) | 4. Ohio — Extended validation (Section 7) | 5. Canada — Non-US validation (Section 7) | 6. HHS national grouped layout (Section 12) | Replication checklist | Paper drag helpers | Session info

Label Concepts | Info Boxes And Text-only Labels | Connector Lines | Region Movement Plus Label Movement | Legend Filtering And Movement Context | Saving Static Images | Rendering A Spatial Studio Project

The short version | Static exploded maps | Dense municipal cores | Grouped layouts | Interactive focus maps | Performance guidance | Installed examples

Overview | Input requirements | A minimal example | Running the explosion | Diagnostics | Plotting | Calibration output | Manual parameter overrides | Optional collision refinement | Centroid options | Using TIGER/Line data for U.S. states | Using a lookup table | Export | Interactive focus maps and Shiny | Notes | Next steps

Overview | Included examples | Real Shiny App | Sidebar Smoke Test | Test All | When to use which

Count summaries | Pattern ignores | Prune empty directories | Quiet capture | Text and Markdown export | Git status annotations

Basic Usage | Project root detection | Common Options

Overview | A synthetic grouped example | Anchor modes | Automatic grouped layout | Collision-aware grouped layout | Viewing all stages | Inspecting anchor positions | Manual anchors | Key parameters | Summary | Interactive grouped focus maps | What the grouped object stores | Scope of guarantees | Next steps

Recommended approach: use_bs4Dashkit_core() | Accent overrides | Fine-grained overrides | use_dash_theme_preset() | bs4dashkit_theme_presets() | Example: user-selectable presets | Notes on precedence

Introduction | Parse a Tableau Workbook | Extracting Datasources and Parameters | Fields and calculated fields | Page insights | Worksheet intelligence | Shelves — what fields are on rows, cols, and encodings? | Filters | Axis configuration | Sort directives | Dashboard intelligence | Sheet positions | Zone layout tree | Actions | Relationships and Joins | Working with TWBX Files (if applicable) | Validation of Relationships | Summary

Arguments | Default — logo left, text left | Logo right, text left | Both logo and text on the right | No logo | Custom right-side text | Placement | Logo image path