Overpass

library(overpass)

## Data (c) OpenStreetMap contributors, ODbL 1.0. http://www.openstreetmap.org/copyright

library(sp)
library(htmltools)
library(leaflet)

Find all cinemas in Bonn which are at most 100m away from bus stops

bonn_bus_stops <- '[out:xml];
area[name="Bonn"];
node(area)[highway=bus_stop];
node(around:100)[amenity=cinema];
out;'

bss <- overpass_query(bonn_bus_stops)

leaflet(bss) %>% 
  addTiles() %>% 
  addCircles(radius=50,
             popup=sprintf("<b><a target='_blank' href='%s'>%s</a></b>%s<br/><hr noshade size='1'/>%s %s<br/>%s</b>",
                           htmlEscape(bss@data$website),
                           htmlEscape(bss@data$name),
                           ifelse(tolower(bss@data$wheelchair) %in% c("yes", "limited"), 
                                  "<span style='text-align:right'> [H]</span>", ""),
                           htmlEscape(bss@data$addr.housenumber),
                           htmlEscape(bss@data$addr.street),
                           htmlEscape(bss@data$addr.city)))

Find all counties in Hessen without fire station

hessen_fire <- '[out:xml];
area[admin_level=4]["name"="Hessen"][boundary=administrative]->.boundaryarea;
 
( node(area.boundaryarea)["amenity"="fire_station"];
  way(area.boundaryarea)["amenity"="fire_station"];>;) ->.a;
 
.a is_in -> .b; 
area.b[admin_level=8] -> .bf; 
 
rel(area.boundaryarea)[admin_level=8];
map_to_area -> .bllf;
 
(.bllf - .bf ) ; 
rel(pivot); (._;>;); out;'

hfr <- overpass_query(hessen_fire)

lf <- leaflet(hfr) %>% addTiles()
for (i in 1:length(hfr@lines)) {
  lf <- lf %>% addPolylines(data=hfr@lines[[i]], weight = 3) 
}
lf