Create app_v1pt1.R
Browse files- Warmup/app_v1pt1.R +456 -0
Warmup/app_v1pt1.R
ADDED
@@ -0,0 +1,456 @@
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1 |
+
# setwd("~/Downloads")
|
2 |
+
|
3 |
+
options(error = NULL)
|
4 |
+
library(shiny)
|
5 |
+
library(shinydashboard)
|
6 |
+
library(dplyr)
|
7 |
+
library(readr)
|
8 |
+
library(sf)
|
9 |
+
library(rnaturalearth)
|
10 |
+
library(rnaturalearthdata)
|
11 |
+
library(countrycode)
|
12 |
+
library(leaflet) # <-- For OpenStreetMap-based map
|
13 |
+
|
14 |
+
# =============================
|
15 |
+
# UI
|
16 |
+
# =============================
|
17 |
+
ui <- dashboardPage(
|
18 |
+
skin = "black",
|
19 |
+
dashboardHeader(
|
20 |
+
title = span(
|
21 |
+
style = "font-weight: 600; font-size: 13px;",
|
22 |
+
a(
|
23 |
+
href = "http://www.globalleadershipproject.net",
|
24 |
+
"GlobalLeadershipProject.net",
|
25 |
+
target = "_blank",
|
26 |
+
style = "color: white; text-decoration: underline;"
|
27 |
+
)
|
28 |
+
)
|
29 |
+
),
|
30 |
+
dashboardSidebar(
|
31 |
+
sidebarMenu(
|
32 |
+
menuItem("Map Type", tabName = "cartogramTab", icon = icon("globe"))
|
33 |
+
),
|
34 |
+
div(
|
35 |
+
style = "margin: 15px;",
|
36 |
+
selectInput(
|
37 |
+
inputId = "indexChoice",
|
38 |
+
label = "Select Representation Index:",
|
39 |
+
choices = c("Overall", "RepresentationGap", "Ethnicity",
|
40 |
+
"Gender", "Religion", "Language"),
|
41 |
+
selected = "Overall"
|
42 |
+
)
|
43 |
+
),
|
44 |
+
|
45 |
+
# ---- Minimal "Share" button HTML + JS inlined ----
|
46 |
+
tags$div(
|
47 |
+
style = "text-align: left; margin: 1em 0 1em 2em;",
|
48 |
+
HTML('
|
49 |
+
<button id="share-button"
|
50 |
+
style="
|
51 |
+
display: inline-flex;
|
52 |
+
align-items: center;
|
53 |
+
justify-content: center;
|
54 |
+
gap: 8px;
|
55 |
+
padding: 5px 10px;
|
56 |
+
font-size: 16px;
|
57 |
+
font-weight: normal;
|
58 |
+
color: #000;
|
59 |
+
background-color: #fff;
|
60 |
+
border: 1px solid #ddd;
|
61 |
+
border-radius: 6px;
|
62 |
+
cursor: pointer;
|
63 |
+
box-shadow: 0 1.5px 0 #000;
|
64 |
+
">
|
65 |
+
<svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor"
|
66 |
+
stroke-width="2" stroke-linecap="round" stroke-linejoin="round">
|
67 |
+
<circle cx="18" cy="5" r="3"></circle>
|
68 |
+
<circle cx="6" cy="12" r="3"></circle>
|
69 |
+
<circle cx="18" cy="19" r="3"></circle>
|
70 |
+
<line x1="8.59" y1="13.51" x2="15.42" y2="17.49"></line>
|
71 |
+
<line x1="15.41" y1="6.51" x2="8.59" y2="10.49"></line>
|
72 |
+
</svg>
|
73 |
+
<strong>Share</strong>
|
74 |
+
</button>
|
75 |
+
'),
|
76 |
+
tags$script(
|
77 |
+
HTML("
|
78 |
+
(function() {
|
79 |
+
const shareBtn = document.getElementById('share-button');
|
80 |
+
// Reusable helper function to show a small “Copied!” message
|
81 |
+
function showCopyNotification() {
|
82 |
+
const notification = document.createElement('div');
|
83 |
+
notification.innerText = 'Copied to clipboard';
|
84 |
+
notification.style.position = 'fixed';
|
85 |
+
notification.style.bottom = '20px';
|
86 |
+
notification.style.right = '20px';
|
87 |
+
notification.style.backgroundColor = 'rgba(0, 0, 0, 0.8)';
|
88 |
+
notification.style.color = '#fff';
|
89 |
+
notification.style.padding = '8px 12px';
|
90 |
+
notification.style.borderRadius = '4px';
|
91 |
+
notification.style.zIndex = '9999';
|
92 |
+
document.body.appendChild(notification);
|
93 |
+
setTimeout(() => { notification.remove(); }, 2000);
|
94 |
+
}
|
95 |
+
shareBtn.addEventListener('click', function() {
|
96 |
+
const currentURL = window.location.href;
|
97 |
+
const pageTitle = document.title || 'Check this out!';
|
98 |
+
// If browser supports Web Share API
|
99 |
+
if (navigator.share) {
|
100 |
+
navigator.share({
|
101 |
+
title: pageTitle,
|
102 |
+
text: '',
|
103 |
+
url: currentURL
|
104 |
+
})
|
105 |
+
.catch((error) => {
|
106 |
+
console.log('Sharing failed', error);
|
107 |
+
});
|
108 |
+
} else {
|
109 |
+
// Fallback: Copy URL
|
110 |
+
if (navigator.clipboard && navigator.clipboard.writeText) {
|
111 |
+
navigator.clipboard.writeText(currentURL).then(() => {
|
112 |
+
showCopyNotification();
|
113 |
+
}, (err) => {
|
114 |
+
console.error('Could not copy text: ', err);
|
115 |
+
});
|
116 |
+
} else {
|
117 |
+
// Double fallback for older browsers
|
118 |
+
const textArea = document.createElement('textarea');
|
119 |
+
textArea.value = currentURL;
|
120 |
+
document.body.appendChild(textArea);
|
121 |
+
textArea.select();
|
122 |
+
try {
|
123 |
+
document.execCommand('copy');
|
124 |
+
showCopyNotification();
|
125 |
+
} catch (err) {
|
126 |
+
alert('Please copy this link:\\n' + currentURL);
|
127 |
+
}
|
128 |
+
document.body.removeChild(textArea);
|
129 |
+
}
|
130 |
+
}
|
131 |
+
});
|
132 |
+
})();
|
133 |
+
")
|
134 |
+
)
|
135 |
+
)
|
136 |
+
# ---- End: Minimal Share button snippet ----
|
137 |
+
),
|
138 |
+
dashboardBody(
|
139 |
+
tags$head(
|
140 |
+
tags$link(
|
141 |
+
href = "https://fonts.googleapis.com/css2?family=OCR+A+Extended&display=swap",
|
142 |
+
rel = "stylesheet"
|
143 |
+
),
|
144 |
+
tags$style(HTML("
|
145 |
+
/* Force OCR A Extended font across the entire UI and all HTML elements */
|
146 |
+
html, body, h1, h2, h3, h4, h5, h6, p, div, span, label, input, button, select,
|
147 |
+
.box, .content-wrapper, .main-sidebar, .main-header .navbar, .main-header .logo,
|
148 |
+
.sidebar-menu, .sidebar-menu li a, .sidebar-menu .fa {
|
149 |
+
font-family: 'OCR A Extended', monospace !important;
|
150 |
+
}
|
151 |
+
|
152 |
+
/* Header gradient background */
|
153 |
+
.main-header .navbar {
|
154 |
+
background: linear-gradient(to right, #3b6978, #204051) !important;
|
155 |
+
}
|
156 |
+
/* Logo area (left corner of the header) */
|
157 |
+
.main-header .logo {
|
158 |
+
background: #1b2a2f !important;
|
159 |
+
color: #ffffff !important;
|
160 |
+
border-bottom: none;
|
161 |
+
font-size: 18px;
|
162 |
+
font-weight: 600;
|
163 |
+
}
|
164 |
+
/* Sidebar background */
|
165 |
+
.main-sidebar {
|
166 |
+
background-color: #1b2a2f !important;
|
167 |
+
}
|
168 |
+
/* Active or hovered tab in the sidebar */
|
169 |
+
.sidebar-menu > li.active > a,
|
170 |
+
.sidebar-menu > li:hover > a {
|
171 |
+
background-color: #344e5c !important;
|
172 |
+
border-left-color: #78cdd7 !important;
|
173 |
+
color: #ffffff !important;
|
174 |
+
}
|
175 |
+
|
176 |
+
/* Sidebar menu item icons */
|
177 |
+
.sidebar-menu .fa {
|
178 |
+
color: #78cdd7 !important;
|
179 |
+
}
|
180 |
+
|
181 |
+
/* Sidebar menu item text */
|
182 |
+
.sidebar-menu > li > a {
|
183 |
+
color: #b8c7ce !important;
|
184 |
+
font-size: 15px;
|
185 |
+
font-weight: 500;
|
186 |
+
}
|
187 |
+
|
188 |
+
/* Customize the boxes */
|
189 |
+
.box {
|
190 |
+
border-top: none !important;
|
191 |
+
box-shadow: 0 4px 8px rgba(0,0,0,0.1);
|
192 |
+
border-radius: 6px;
|
193 |
+
}
|
194 |
+
.box.box-solid > .box-header {
|
195 |
+
background-color: #204051;
|
196 |
+
color: #fff;
|
197 |
+
border-radius: 6px 6px 0 0;
|
198 |
+
}
|
199 |
+
/* Plot box spacing */
|
200 |
+
.box .box-body {
|
201 |
+
padding: 0 !important;
|
202 |
+
}
|
203 |
+
/* Footer text styling (plot captions, etc.) */
|
204 |
+
.small, small {
|
205 |
+
font-size: 75%;
|
206 |
+
}
|
207 |
+
/* Responsive map container */
|
208 |
+
.map-container {
|
209 |
+
height: 70vh;
|
210 |
+
width: 100%;
|
211 |
+
}
|
212 |
+
@media (max-width: 768px) {
|
213 |
+
.map-container {
|
214 |
+
height: 50vh;
|
215 |
+
}
|
216 |
+
}
|
217 |
+
"))
|
218 |
+
),
|
219 |
+
tabItem(
|
220 |
+
tabName = "cartogramTab",
|
221 |
+
fluidRow(
|
222 |
+
column(
|
223 |
+
width = 9,
|
224 |
+
box(
|
225 |
+
width = NULL,
|
226 |
+
title = strong("Country-level Representation"),
|
227 |
+
solidHeader = TRUE,
|
228 |
+
div(
|
229 |
+
class = "map-container",
|
230 |
+
leafletOutput("cartogramPlot", width = "100%", height = "100%")
|
231 |
+
)
|
232 |
+
)
|
233 |
+
),
|
234 |
+
|
235 |
+
column(
|
236 |
+
width = 3,
|
237 |
+
box(
|
238 |
+
width = NULL,
|
239 |
+
title = strong("Selected Country Data"),
|
240 |
+
solidHeader = TRUE,
|
241 |
+
uiOutput("selectedCountryData"),
|
242 |
+
style = "overflow-y: auto;" # Scroll if content overflows
|
243 |
+
)
|
244 |
+
)
|
245 |
+
),
|
246 |
+
|
247 |
+
fluidRow(
|
248 |
+
column(
|
249 |
+
width = 9,
|
250 |
+
box(
|
251 |
+
width = NULL,
|
252 |
+
title = strong("Citation"),
|
253 |
+
solidHeader = TRUE,
|
254 |
+
|
255 |
+
tags$p(
|
256 |
+
"John Gerring, Connor T. Jerzak, Erzen Öncel.
|
257 |
+
The Composition of Descriptive Representation. ",
|
258 |
+
em("American Political Science Review,"), " 118(2): 784–801, 2024.",
|
259 |
+
tags$a(
|
260 |
+
href = "https://www.cambridge.org/core/services/aop-cambridge-core/content/view/7EAEA1CA4C553AB9D76054D1FA9C0840/S0003055423000680a.pdf/the-composition-of-descriptive-representation.pdf",
|
261 |
+
"PDF",
|
262 |
+
target = "_blank"
|
263 |
+
),
|
264 |
+
" | ",
|
265 |
+
tags$a(
|
266 |
+
href = "https://connorjerzak.com/wp-content/uploads/2024/07/CompositionBib.txt",
|
267 |
+
"BibTeX",
|
268 |
+
target = "_blank"
|
269 |
+
),
|
270 |
+
" | ",
|
271 |
+
tags$a(
|
272 |
+
href = "https://www.youtube.com/watch?v=nnfDj1NdOMo",
|
273 |
+
"YouTube",
|
274 |
+
target = "_blank"
|
275 |
+
)
|
276 |
+
)
|
277 |
+
)
|
278 |
+
)
|
279 |
+
)
|
280 |
+
)
|
281 |
+
)
|
282 |
+
)
|
283 |
+
|
284 |
+
# =============================
|
285 |
+
# SERVER
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286 |
+
# =============================
|
287 |
+
server <- function(input, output, session) {
|
288 |
+
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289 |
+
# 1. Custom matches for countries not recognized by default in 'countrycode'
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+
custom_iso_matches <- c("Kosovo" = "XKX",
|
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+
"Somaliland" = "SOM") # or any valid code you prefer
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+
|
293 |
+
# 2. Read CSV data and create ISO3 codes with custom matches
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+
rankings_data <- reactive({
|
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+
read_csv("CountryRepresentationRankings.csv", show_col_types = FALSE) %>%
|
296 |
+
mutate(iso_a3 = countrycode(
|
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+
sourcevar = Country,
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+
origin = "country.name",
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+
destination = "iso3c",
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+
custom_match = custom_iso_matches
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+
))
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+
})
|
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+
|
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+
# 3. Read/prepare world map shapefile (still from Natural Earth),
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+
# but transform to lat/lon (EPSG:4326) to align with Leaflet.
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+
world_sf <- reactive({
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+
ne_countries(scale = "medium", returnclass = "sf") %>%
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+
dplyr::select(name, iso_a3, pop_est, geometry) %>%
|
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+
st_transform(crs = 4326) # Leaflet requires lat/lon
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+
})
|
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+
|
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+
# 4. Create the joined sf object
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+
cartogram_sf <- reactive({
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+
merged_sf <- world_sf() %>%
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+
left_join(rankings_data(), by = "iso_a3")
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+
# Filter out countries with no data in "Overall"
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+
merged_sf[!is.na(merged_sf$Overall), ]
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+
})
|
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+
|
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+
# 5. Create the Leaflet map with OSM tiles
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+
# and dynamically add polygons based on index choice.
|
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+
|
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+
# Initialize the leaflet map (empty) so it renders once:
|
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+
output$cartogramPlot <- renderLeaflet({
|
325 |
+
leaflet() %>%
|
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+
addProviderTiles("OpenStreetMap.Mapnik") %>%
|
327 |
+
setView(lng = 0, lat = 20, zoom = 2) # A broad global view
|
328 |
+
})
|
329 |
+
|
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+
# Observe changes in the chosen index and update polygons + legend
|
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+
observeEvent(input$indexChoice, {
|
332 |
+
|
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+
plot_data <- cartogram_sf()
|
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+
index_col <- input$indexChoice
|
335 |
+
|
336 |
+
# Build a color palette based on the chosen index
|
337 |
+
pal <- colorNumeric(
|
338 |
+
palette = "viridis",
|
339 |
+
domain = plot_data[[index_col]],
|
340 |
+
na.color = "white"
|
341 |
+
)
|
342 |
+
|
343 |
+
# Construct a label/popup-like text
|
344 |
+
# Construct an indicator function for clarity
|
345 |
+
starIfSelected <- function(colName) {
|
346 |
+
if (index_col == colName) "*" else ""
|
347 |
+
}
|
348 |
+
|
349 |
+
# Build a label/popup to show all columns
|
350 |
+
labels <- sprintf(
|
351 |
+
paste0(
|
352 |
+
"<strong>Country:</strong> %s<br/>",
|
353 |
+
"<strong>%sOverall:</strong> %s<br/>",
|
354 |
+
"<strong>%sRepresentation Gap:</strong> %s<br/>",
|
355 |
+
"<strong>%sEthnicity:</strong> %s<br/>",
|
356 |
+
"<strong>%sGender:</strong> %s<br/>",
|
357 |
+
"<strong>%sReligion:</strong> %s<br/>",
|
358 |
+
"<strong>%sLanguage:</strong> %s"
|
359 |
+
),
|
360 |
+
# 1. Country
|
361 |
+
ifelse(is.na(plot_data$Country), "N/A", plot_data$Country),
|
362 |
+
|
363 |
+
# 2. Overall
|
364 |
+
starIfSelected("Overall"),
|
365 |
+
ifelse(is.na(plot_data$Overall), "N/A", plot_data$Overall),
|
366 |
+
|
367 |
+
# 3. RepresentationGap
|
368 |
+
starIfSelected("RepresentationGap"),
|
369 |
+
ifelse(is.na(plot_data$RepresentationGap), "N/A", plot_data$RepresentationGap),
|
370 |
+
|
371 |
+
# 4. Ethnicity
|
372 |
+
starIfSelected("Ethnicity"),
|
373 |
+
ifelse(is.na(plot_data$Ethnicity), "N/A", plot_data$Ethnicity),
|
374 |
+
|
375 |
+
# 5. Gender
|
376 |
+
starIfSelected("Gender"),
|
377 |
+
ifelse(is.na(plot_data$Gender), "N/A", plot_data$Gender),
|
378 |
+
|
379 |
+
# 6. Religion
|
380 |
+
starIfSelected("Religion"),
|
381 |
+
ifelse(is.na(plot_data$Religion), "N/A", plot_data$Religion),
|
382 |
+
|
383 |
+
# 7. Language
|
384 |
+
starIfSelected("Language"),
|
385 |
+
ifelse(is.na(plot_data$Language), "N/A", plot_data$Language)
|
386 |
+
) %>% lapply(htmltools::HTML)
|
387 |
+
|
388 |
+
leafletProxy("cartogramPlot", data = plot_data) %>%
|
389 |
+
clearShapes() %>% # clear existing polygons
|
390 |
+
clearControls() %>% # clear existing legends
|
391 |
+
addPolygons(
|
392 |
+
fillColor = ~pal(get(index_col)),
|
393 |
+
fillOpacity = 0.7,
|
394 |
+
color = "grey20",
|
395 |
+
weight = 0.4,
|
396 |
+
layerId = ~iso_a3,
|
397 |
+
label = labels,
|
398 |
+
highlightOptions = highlightOptions(
|
399 |
+
color = "white",
|
400 |
+
weight = 2,
|
401 |
+
bringToFront = TRUE
|
402 |
+
)
|
403 |
+
) %>%
|
404 |
+
addLegend(
|
405 |
+
position = "bottomright",
|
406 |
+
pal = pal,
|
407 |
+
bins = 5,
|
408 |
+
values = plot_data[[index_col]],
|
409 |
+
title = paste(index_col, "Index"),
|
410 |
+
opacity = 1
|
411 |
+
)
|
412 |
+
}, ignoreNULL = FALSE) # Trigger once on startup too
|
413 |
+
|
414 |
+
# Track which country was clicked
|
415 |
+
selected_iso <- reactiveVal(NULL)
|
416 |
+
|
417 |
+
observeEvent(input$cartogramPlot_shape_click, {
|
418 |
+
click <- input$cartogramPlot_shape_click
|
419 |
+
if (!is.null(click$id)) {
|
420 |
+
selected_iso(click$id)
|
421 |
+
}
|
422 |
+
})
|
423 |
+
|
424 |
+
# Reactive to fetch the selected country's data
|
425 |
+
selected_data <- reactive({
|
426 |
+
iso <- selected_iso()
|
427 |
+
if (is.null(iso)) return(NULL)
|
428 |
+
rankings_data() %>%
|
429 |
+
filter(iso_a3 == iso)
|
430 |
+
})
|
431 |
+
|
432 |
+
# Render the selected country data in the box
|
433 |
+
output$selectedCountryData <- renderUI({
|
434 |
+
if (is.null(selected_data())) {
|
435 |
+
HTML("<p>Select a country by clicking on the map.</p>")
|
436 |
+
} else {
|
437 |
+
data <- selected_data()
|
438 |
+
html_content <- paste0(
|
439 |
+
"<b>Country:</b> ", data$Country, "<br/>",
|
440 |
+
"<b>Overall:</b> ", ifelse(is.na(data$Overall), "N/A", data$Overall), "<br/>",
|
441 |
+
"<b>Representation Gap:</b> ", ifelse(is.na(data$RepresentationGap), "N/A", data$RepresentationGap), "<br/>",
|
442 |
+
"<b>Ethnicity:</b> ", ifelse(is.na(data$Ethnicity), "N/A", data$Ethnicity), "<br/>",
|
443 |
+
"<b>Gender:</b> ", ifelse(is.na(data$Gender), "N/A", data$Gender), "<br/>",
|
444 |
+
"<b>Religion:</b> ", ifelse(is.na(data$Religion), "N/A", data$Religion), "<br/>",
|
445 |
+
"<b>Language:</b> ", ifelse(is.na(data$Language), "N/A", data$Language)
|
446 |
+
)
|
447 |
+
HTML(html_content)
|
448 |
+
}
|
449 |
+
})
|
450 |
+
}
|
451 |
+
|
452 |
+
# =============================
|
453 |
+
# Launch the Shiny App
|
454 |
+
# =============================
|
455 |
+
shinyApp(ui = ui, server = server)
|
456 |
+
|