'How to print an interactive world map for a given input- flex_dashboard in R
I am working on a dashboard and the aim is to have a world map with the population growth rate for a given year, which can be selected from a dropdown. I am making it using flex_dashboard. I have got the data which has 265 countries and the population growth rate data ranges from 1961 to 2020. My data looks like this,
I have done a left join to add the pop_F data with world data by Region. My code is here:
world_map <- map_data("world")
world_map <- subset(world_map, region != "Antarctica")
world_map_joined <- left_join(world_map, pop_F, by = c('region' = 'Country'))
unique_Year <- pop_F %>% .$Year %>% unique %>% sort
selectInput("Year", label = h4("Please select a Year from the dropdown below:"),
choices = unique_Year) # dropdown for selecting all the uniques years, from 1961 to 2020
renderPlotly({
ggplotly(
ggplot(pop_F %>% filter(Year == input$Year)) +
geom_polygon(data = world_map_joined, aes(x = long, y = lat, fill = Population_growth_rate)) +
labs(title = 'Population growth rate of the countries in a given year') +
theme(text = element_text(family = "Gill Sans", color = "#FFFFFF")
,panel.background = element_rect(fill = "#444444")
,plot.background = element_rect(fill = "#444444")
,panel.grid = element_blank()
,plot.title = element_text(size = 30)
,plot.subtitle = element_text(size = 10)
,axis.text = element_blank()
,axis.title = element_blank()
,axis.ticks = element_blank()
,legend.position = "none"
)
)
})
I would like to view it as:
Desired output with the dropdown of year.
Presently, I have bar plot for this tab, as shown in the image but it looks really messy. But it changes dynamically with the input from the dropdown. I would like to have the same functionality on a world map. I am out of sorts here. I want to create this dashboard using flex-dashboard. current dashboard with bar plot
Thanks.
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