library(leaflet)
library(maps)
library(dplyr)
## 
## Attaching package: 'dplyr'
## The following objects are masked from 'package:stats':
## 
##     filter, lag
## The following objects are masked from 'package:base':
## 
##     intersect, setdiff, setequal, union
library(shiny)

data(world.cities)




ui <- fluidPage(
  leafletOutput("mymap")
)


server <- function(input, output, session){
  output$mymap <- renderLeaflet(
    {
      leaflet(world.cities %>%
          dplyr::filter(
            country.etc=="USA",
            pop > 1000000
          )
        ) %>%
  addTiles() %>%
  addMarkers(lat = ~lat, lng = ~long, popup = ~name)
    }
  )
}


shinyApp(ui, server)
## PhantomJS not found. You can install it with webshot::install_phantomjs(). If it is installed, please make sure the phantomjs executable can be found via the PATH variable.

Shiny applications not supported in static R Markdown documents