|  |  | 
					
						
						|  |  | 
					
						
						|  | options(error = NULL) | 
					
						
						|  | library(shiny) | 
					
						
						|  | library(shinydashboard) | 
					
						
						|  | library(dplyr) | 
					
						
						|  | library(readr) | 
					
						
						|  | library(sf) | 
					
						
						|  | library(rnaturalearth) | 
					
						
						|  | library(rnaturalearthdata) | 
					
						
						|  | library(countrycode) | 
					
						
						|  | library(ggplot2) | 
					
						
						|  | library(ggiraph) | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  | ui <- dashboardPage( | 
					
						
						|  | skin = "black", | 
					
						
						|  | dashboardHeader( | 
					
						
						|  | title = span( | 
					
						
						|  | style = "font-weight: 600; font-size: 13px;", | 
					
						
						|  | a( | 
					
						
						|  | href = "http://www.globalleadershipproject.net", | 
					
						
						|  | "GlobalLeadershipProject.net", | 
					
						
						|  | target = "_blank", | 
					
						
						|  | style = "color: white; text-decoration: underline;" | 
					
						
						|  | ) | 
					
						
						|  | ) | 
					
						
						|  | ), | 
					
						
						|  | dashboardSidebar( | 
					
						
						|  | sidebarMenu( | 
					
						
						|  | menuItem("Map Type", tabName = "cartogramTab", icon = icon("globe")) | 
					
						
						|  | ), | 
					
						
						|  | div( | 
					
						
						|  | style = "margin: 15px;", | 
					
						
						|  | selectInput( | 
					
						
						|  | inputId = "indexChoice", | 
					
						
						|  | label = "Select Representation Index:", | 
					
						
						|  | choices = c("Overall", "RepresentationGap", "Ethnicity", | 
					
						
						|  | "Gender", "Religion", "Language"), | 
					
						
						|  | selected = "Overall" | 
					
						
						|  | ) | 
					
						
						|  | ), | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  | tags$div( | 
					
						
						|  | style = "text-align: left; margin: 1em 0 1em 2em;", | 
					
						
						|  | HTML(' | 
					
						
						|  | <button id="share-button" | 
					
						
						|  | style=" | 
					
						
						|  | display: inline-flex; | 
					
						
						|  | align-items: center; | 
					
						
						|  | justify-content: center; | 
					
						
						|  | gap: 8px; | 
					
						
						|  | padding: 5px 10px; | 
					
						
						|  | font-size: 16px; | 
					
						
						|  | font-weight: normal; | 
					
						
						|  | color: #000; | 
					
						
						|  | background-color: #fff; | 
					
						
						|  | border: 1px solid #ddd; | 
					
						
						|  | border-radius: 6px; | 
					
						
						|  | cursor: pointer; | 
					
						
						|  | box-shadow: 0 1.5px 0 #000; | 
					
						
						|  | "> | 
					
						
						|  | <svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" | 
					
						
						|  | stroke-width="2" stroke-linecap="round" stroke-linejoin="round"> | 
					
						
						|  | <circle cx="18" cy="5" r="3"></circle> | 
					
						
						|  | <circle cx="6" cy="12" r="3"></circle> | 
					
						
						|  | <circle cx="18" cy="19" r="3"></circle> | 
					
						
						|  | <line x1="8.59" y1="13.51" x2="15.42" y2="17.49"></line> | 
					
						
						|  | <line x1="15.41" y1="6.51" x2="8.59" y2="10.49"></line> | 
					
						
						|  | </svg> | 
					
						
						|  | <strong>Share</strong> | 
					
						
						|  | </button> | 
					
						
						|  | '), | 
					
						
						|  |  | 
					
						
						|  | tags$script( | 
					
						
						|  | HTML(" | 
					
						
						|  | (function() { | 
					
						
						|  | const shareBtn = document.getElementById('share-button'); | 
					
						
						|  | // Reusable helper function to show a small “Copied!” message | 
					
						
						|  | function showCopyNotification() { | 
					
						
						|  | const notification = document.createElement('div'); | 
					
						
						|  | notification.innerText = 'Copied to clipboard'; | 
					
						
						|  | notification.style.position = 'fixed'; | 
					
						
						|  | notification.style.bottom = '20px'; | 
					
						
						|  | notification.style.right = '20px'; | 
					
						
						|  | notification.style.backgroundColor = 'rgba(0, 0, 0, 0.8)'; | 
					
						
						|  | notification.style.color = '#fff'; | 
					
						
						|  | notification.style.padding = '8px 12px'; | 
					
						
						|  | notification.style.borderRadius = '4px'; | 
					
						
						|  | notification.style.zIndex = '9999'; | 
					
						
						|  | document.body.appendChild(notification); | 
					
						
						|  | setTimeout(() => { notification.remove(); }, 2000); | 
					
						
						|  | } | 
					
						
						|  | shareBtn.addEventListener('click', function() { | 
					
						
						|  | const currentURL = window.location.href; | 
					
						
						|  | const pageTitle  = document.title || 'Check this out!'; | 
					
						
						|  | // If browser supports Web Share API | 
					
						
						|  | if (navigator.share) { | 
					
						
						|  | navigator.share({ | 
					
						
						|  | title: pageTitle, | 
					
						
						|  | text: '', | 
					
						
						|  | url: currentURL | 
					
						
						|  | }) | 
					
						
						|  | .catch((error) => { | 
					
						
						|  | console.log('Sharing failed', error); | 
					
						
						|  | }); | 
					
						
						|  | } else { | 
					
						
						|  | // Fallback: Copy URL | 
					
						
						|  | if (navigator.clipboard && navigator.clipboard.writeText) { | 
					
						
						|  | navigator.clipboard.writeText(currentURL).then(() => { | 
					
						
						|  | showCopyNotification(); | 
					
						
						|  | }, (err) => { | 
					
						
						|  | console.error('Could not copy text: ', err); | 
					
						
						|  | }); | 
					
						
						|  | } else { | 
					
						
						|  | // Double fallback for older browsers | 
					
						
						|  | const textArea = document.createElement('textarea'); | 
					
						
						|  | textArea.value = currentURL; | 
					
						
						|  | document.body.appendChild(textArea); | 
					
						
						|  | textArea.select(); | 
					
						
						|  | try { | 
					
						
						|  | document.execCommand('copy'); | 
					
						
						|  | showCopyNotification(); | 
					
						
						|  | } catch (err) { | 
					
						
						|  | alert('Please copy this link:\\n' + currentURL); | 
					
						
						|  | } | 
					
						
						|  | document.body.removeChild(textArea); | 
					
						
						|  | } | 
					
						
						|  | } | 
					
						
						|  | }); | 
					
						
						|  | })(); | 
					
						
						|  | ") | 
					
						
						|  | ) | 
					
						
						|  | ) | 
					
						
						|  |  | 
					
						
						|  | ), | 
					
						
						|  | dashboardBody( | 
					
						
						|  | tags$head( | 
					
						
						|  | tags$link( | 
					
						
						|  | href = "https://fonts.googleapis.com/css2?family=OCR+A+Extended&display=swap", | 
					
						
						|  | rel = "stylesheet" | 
					
						
						|  | ), | 
					
						
						|  | tags$style(HTML(" | 
					
						
						|  | /* Force OCR A Extended font across the entire UI and all HTML elements */ | 
					
						
						|  | html, body, h1, h2, h3, h4, h5, h6, p, div, span, label, input, button, select, | 
					
						
						|  | .box, .content-wrapper, .main-sidebar, .main-header .navbar, .main-header .logo, | 
					
						
						|  | .sidebar-menu, .sidebar-menu li a, .sidebar-menu .fa { | 
					
						
						|  | font-family: 'OCR A Extended', monospace !important; | 
					
						
						|  | } | 
					
						
						|  |  | 
					
						
						|  | /* Header gradient background */ | 
					
						
						|  | .main-header .navbar { | 
					
						
						|  | background: linear-gradient(to right, #3b6978, #204051) !important; | 
					
						
						|  | } | 
					
						
						|  | /* Logo area (left corner of the header) */ | 
					
						
						|  | .main-header .logo { | 
					
						
						|  | background: #1b2a2f !important; | 
					
						
						|  | color: #ffffff !important; | 
					
						
						|  | border-bottom: none; | 
					
						
						|  | font-size: 18px; | 
					
						
						|  | font-weight: 600; | 
					
						
						|  | } | 
					
						
						|  | /* Sidebar background */ | 
					
						
						|  | .main-sidebar { | 
					
						
						|  | background-color: #1b2a2f !important; | 
					
						
						|  | } | 
					
						
						|  | /* Active or hovered tab in the sidebar */ | 
					
						
						|  | .sidebar-menu > li.active > a, | 
					
						
						|  | .sidebar-menu > li:hover > a { | 
					
						
						|  | background-color: #344e5c !important; | 
					
						
						|  | border-left-color: #78cdd7 !important; | 
					
						
						|  | color: #ffffff !important; | 
					
						
						|  | } | 
					
						
						|  |  | 
					
						
						|  | /* Sidebar menu item icons */ | 
					
						
						|  | .sidebar-menu .fa { | 
					
						
						|  | color: #78cdd7 !important; | 
					
						
						|  | } | 
					
						
						|  |  | 
					
						
						|  | /* Sidebar menu item text */ | 
					
						
						|  | .sidebar-menu > li > a { | 
					
						
						|  | color: #b8c7ce !important; | 
					
						
						|  | font-size: 15px; | 
					
						
						|  | font-weight: 500; | 
					
						
						|  | } | 
					
						
						|  |  | 
					
						
						|  | /* Customize the boxes */ | 
					
						
						|  | .box { | 
					
						
						|  | border-top: none !important; | 
					
						
						|  | box-shadow: 0 4px 8px rgba(0,0,0,0.1); | 
					
						
						|  | border-radius: 6px; | 
					
						
						|  | } | 
					
						
						|  | .box.box-solid > .box-header { | 
					
						
						|  | background-color: #204051; | 
					
						
						|  | color: #fff; | 
					
						
						|  | border-radius: 6px 6px 0 0; | 
					
						
						|  | } | 
					
						
						|  | /* Plot box spacing */ | 
					
						
						|  | .box .box-body { | 
					
						
						|  | padding: 0 !important; | 
					
						
						|  | } | 
					
						
						|  | /* Footer text styling (plot captions, etc.) */ | 
					
						
						|  | .small, small { | 
					
						
						|  | font-size: 75%; | 
					
						
						|  | } | 
					
						
						|  | /* Responsive map container */ | 
					
						
						|  | .map-container { | 
					
						
						|  | height: 70vh; | 
					
						
						|  | width: 100%; | 
					
						
						|  | } | 
					
						
						|  | @media (max-width: 768px) { | 
					
						
						|  | .map-container { | 
					
						
						|  | height: 50vh; | 
					
						
						|  | } | 
					
						
						|  | } | 
					
						
						|  | ")) | 
					
						
						|  | ), | 
					
						
						|  | tabItem( | 
					
						
						|  | tabName = "cartogramTab", | 
					
						
						|  | fluidRow( | 
					
						
						|  | column( | 
					
						
						|  | width = 9, | 
					
						
						|  | box( | 
					
						
						|  | width = NULL, | 
					
						
						|  | title = strong("Global Leadership Project (GLP)"), | 
					
						
						|  | solidHeader = TRUE, | 
					
						
						|  | div( | 
					
						
						|  | class = "map-container", | 
					
						
						|  | girafeOutput("cartogramPlot", width = "100%", height = "100%") | 
					
						
						|  | ) | 
					
						
						|  | ) | 
					
						
						|  | ), | 
					
						
						|  |  | 
					
						
						|  | column( | 
					
						
						|  | width = 3, | 
					
						
						|  | box( | 
					
						
						|  | width = NULL, | 
					
						
						|  | title = strong("Selected Country Data"), | 
					
						
						|  | solidHeader = TRUE, | 
					
						
						|  | uiOutput("selectedCountryData"), | 
					
						
						|  | style = "overflow-y: auto;" | 
					
						
						|  | ) | 
					
						
						|  | ) | 
					
						
						|  | ), | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  | fluidRow( | 
					
						
						|  | column( | 
					
						
						|  | width = 9, | 
					
						
						|  | box( | 
					
						
						|  | width = NULL, | 
					
						
						|  | title = strong("Citation"), | 
					
						
						|  | solidHeader = TRUE, | 
					
						
						|  |  | 
					
						
						|  | tags$p( | 
					
						
						|  | "John Gerring, Alan Hicken, Connor T. Jerzak, Erzen Öncel. | 
					
						
						|  | The Composition of Descriptive Representation. ", | 
					
						
						|  | em("American Political Science Review,"), " 118(2): 784–801, 2024.", | 
					
						
						|  | tags$a( | 
					
						
						|  | href = "https://www.cambridge.org/core/services/aop-cambridge-core/content/view/7EAEA1CA4C553AB9D76054D1FA9C0840/S0003055423000680a.pdf/the-composition-of-descriptive-representation.pdf", | 
					
						
						|  | "PDF", | 
					
						
						|  | target = "_blank" | 
					
						
						|  | ), | 
					
						
						|  | " | ", | 
					
						
						|  | tags$a( | 
					
						
						|  | href = "https://connorjerzak.com/wp-content/uploads/2024/07/CompositionBib.txt", | 
					
						
						|  | "BibTeX", | 
					
						
						|  | target = "_blank" | 
					
						
						|  | ) | 
					
						
						|  | ) | 
					
						
						|  | ) | 
					
						
						|  | ) | 
					
						
						|  | ) | 
					
						
						|  | ) | 
					
						
						|  | ) | 
					
						
						|  | ) | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  | server <- function(input, output, session) { | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  | custom_iso_matches <- c("Kosovo" = "XKX", | 
					
						
						|  | "Somaliland" = "SOM") | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  | rankings_data <- reactive({ | 
					
						
						|  | read_csv("CountryRepresentationRankings.csv", show_col_types = FALSE) %>% | 
					
						
						|  | mutate(iso_a3 = countrycode( | 
					
						
						|  | sourcevar     = Country, | 
					
						
						|  | origin        = "country.name", | 
					
						
						|  | destination   = "iso3c", | 
					
						
						|  | custom_match  = custom_iso_matches | 
					
						
						|  | )) | 
					
						
						|  | }) | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  | world_sf <- reactive({ | 
					
						
						|  | ne_countries(scale = "medium", returnclass = "sf") %>% | 
					
						
						|  | dplyr::select(name, iso_a3, pop_est, geometry) %>% | 
					
						
						|  | st_transform(crs = "ESRI:54009") | 
					
						
						|  | }) | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  | cartogram_sf <- reactive({ | 
					
						
						|  | merged_sf <- world_sf() %>% | 
					
						
						|  | left_join(rankings_data(), by = "iso_a3") | 
					
						
						|  | merged_sf <- merged_sf[!is.na(merged_sf$Overall),] | 
					
						
						|  | merged_sf | 
					
						
						|  | }) | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  | output$cartogramPlot <- renderGirafe({ | 
					
						
						|  | req(input$indexChoice) | 
					
						
						|  |  | 
					
						
						|  | plot_data <- cartogram_sf() | 
					
						
						|  | index_col <- input$indexChoice | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  | plot_data$tooltip_text <- paste0( | 
					
						
						|  | "<b>Country:</b> ", plot_data$Country, "<br/>", | 
					
						
						|  | "<b>Overall:</b> ", ifelse(!is.na(plot_data$Overall), plot_data$Overall, "N/A"), "<br/>", | 
					
						
						|  | "<b>Representation Gap:</b> ", ifelse(!is.na(plot_data$RepresentationGap), plot_data$RepresentationGap, "N/A"), "<br/>", | 
					
						
						|  | "<b>Ethnicity:</b> ", ifelse(!is.na(plot_data$Ethnicity), plot_data$Ethnicity, "N/A"), "<br/>", | 
					
						
						|  | "<b>Gender:</b> ", ifelse(!is.na(plot_data$Gender), plot_data$Gender, "N/A"), "<br/>", | 
					
						
						|  | "<b>Religion:</b> ", ifelse(!is.na(plot_data$Religion), plot_data$Religion, "N/A"), "<br/>", | 
					
						
						|  | "<b>Language:</b> ", ifelse(!is.na(plot_data$Language), plot_data$Language, "N/A") | 
					
						
						|  | ) | 
					
						
						|  |  | 
					
						
						|  | p <- ggplot(plot_data) + | 
					
						
						|  | geom_sf_interactive( | 
					
						
						|  | aes( | 
					
						
						|  | fill = get(index_col), | 
					
						
						|  | tooltip = tooltip_text, | 
					
						
						|  | data_id = iso_a3 | 
					
						
						|  | ), | 
					
						
						|  | color = "grey20", | 
					
						
						|  | size = 0.1 | 
					
						
						|  | ) + | 
					
						
						|  | scale_fill_viridis_c(option = "D", na.value = "white") + | 
					
						
						|  | coord_sf(expand = FALSE) + | 
					
						
						|  | theme_void(base_size = 14, base_family = "sans") + | 
					
						
						|  | labs( | 
					
						
						|  | fill = paste(index_col, "Index"), | 
					
						
						|  | title = "Country-level Representation", | 
					
						
						|  | subtitle = "Map Colored by Selected Representation Index", | 
					
						
						|  | caption = "Source: Global Leadership Project (GLP) & Natural Earth" | 
					
						
						|  | ) + | 
					
						
						|  | theme( | 
					
						
						|  | plot.title      = element_text(face = "bold", hjust = 0.5, size = 20), | 
					
						
						|  | plot.subtitle   = element_text(hjust = 0.5, size = 14), | 
					
						
						|  | plot.caption    = element_text(hjust = 1, size = 10), | 
					
						
						|  | legend.position = "bottom", | 
					
						
						|  | legend.direction = "horizontal", | 
					
						
						|  | legend.key.width = unit(2, "cm") | 
					
						
						|  | ) | 
					
						
						|  |  | 
					
						
						|  | girafe( | 
					
						
						|  | ggobj = p, | 
					
						
						|  | width_svg  = 10, | 
					
						
						|  | height_svg = 6, | 
					
						
						|  | options = list( | 
					
						
						|  | opts_tooltip( | 
					
						
						|  | css = "background-color: white; | 
					
						
						|  | font-family: 'OCR A Extended', monospace; | 
					
						
						|  | color: black;" | 
					
						
						|  | ), | 
					
						
						|  | opts_selection(type = "single"), | 
					
						
						|  | opts_zoom(min = 1, max = 10), | 
					
						
						|  | opts_toolbar(position = "topright") | 
					
						
						|  | ) | 
					
						
						|  | ) | 
					
						
						|  | }) | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  | selected_iso <- reactive({ | 
					
						
						|  | input$cartogramPlot_selected | 
					
						
						|  | }) | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  | selected_data <- reactive({ | 
					
						
						|  | if (is.null(selected_iso())) { | 
					
						
						|  | return(NULL) | 
					
						
						|  | } else { | 
					
						
						|  | rankings_data() %>% | 
					
						
						|  | filter(iso_a3 == selected_iso()) | 
					
						
						|  | } | 
					
						
						|  | }) | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  | output$selectedCountryData <- renderUI({ | 
					
						
						|  | if (is.null(selected_data())) { | 
					
						
						|  | HTML("<p>Select a country by clicking on the map.</p>") | 
					
						
						|  | } else { | 
					
						
						|  | data <- selected_data() | 
					
						
						|  | html_content <- paste0( | 
					
						
						|  | "<b>Country:</b> ", data$Country, "<br/>", | 
					
						
						|  | "<b>Overall:</b> ", ifelse(is.na(data$Overall), "N/A", data$Overall), "<br/>", | 
					
						
						|  | "<b>Representation Gap:</b> ", ifelse(is.na(data$RepresentationGap), "N/A", data$RepresentationGap), "<br/>", | 
					
						
						|  | "<b>Ethnicity:</b> ", ifelse(is.na(data$Ethnicity), "N/A", data$Ethnicity), "<br/>", | 
					
						
						|  | "<b>Gender:</b> ", ifelse(is.na(data$Gender), "N/A", data$Gender), "<br/>", | 
					
						
						|  | "<b>Religion:</b> ", ifelse(is.na(data$Religion), "N/A", data$Religion), "<br/>", | 
					
						
						|  | "<b>Language:</b> ", ifelse(is.na(data$Language), "N/A", data$Language) | 
					
						
						|  | ) | 
					
						
						|  | HTML(html_content) | 
					
						
						|  | } | 
					
						
						|  | }) | 
					
						
						|  | } | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  | shinyApp(ui = ui, server = server) |