library(leaflet) df <- data.frame(lat=c(runif(n = 500, min = 39.25, max = 39.35)),lng=c(runif(n = 500, min = -76.65, max = -76.58))) df %>% leaflet() %>% addTiles() %>% addMarkers(clusterOptions = markerClusterOptions())