This page shows the code to create a leaflet map with 10 randomly chosen points centered roughly on London.

library(leaflet)
df <- tibble(lat = rnorm(10, mean = 51, sd = 3),
             lng = rnorm(10, mean = 0, sd = 3))
df %>%
    leaflet %>%
    addTiles %>%
    addMarkers