USA And Its Major Cities Population

setwd("/Users/janakiramsundaraneedi/Desktop")
world_cities<-read.csv("world_cities.csv")
head(world_cities)
##            city   city_ascii     lat     lng    pop     country iso2 iso3
## 1 Qal eh-ye Now    Qal eh-ye 34.9830 63.1333   2997 Afghanistan   AF  AFG
## 2   Chaghcharan  Chaghcharan 34.5167 65.2500  15000 Afghanistan   AF  AFG
## 3   Lashkar Gah  Lashkar Gah 31.5830 64.3600 201546 Afghanistan   AF  AFG
## 4        Zaranj       Zaranj 31.1120 61.8870  49851 Afghanistan   AF  AFG
## 5    Tarin Kowt   Tarin Kowt 32.6333 65.8667  10000 Afghanistan   AF  AFG
## 6  Zareh Sharan Zareh Sharan 32.8500 68.4167  13737 Afghanistan   AF  AFG
##   province
## 1  Badghis
## 2     Ghor
## 3  Hilmand
## 4   Nimroz
## 5  Uruzgan
## 6  Paktika
world_cities_usa <- world_cities %>% filter(country=='United States of America')
## Warning in filter_impl(.data, dots): '.Random.seed' is not an integer
## vector but of type 'NULL', so ignored
head(world_cities_usa)
##         city city_ascii      lat       lng     pop
## 1  Faribault  Faribault 44.29049 -93.26801 24004.5
## 2    Mankato    Mankato 44.16362 -93.99916 45731.5
## 3 Albert Lea Albert Lea 43.64779 -93.36870 19063.5
## 4    Willmar    Willmar 45.12188 -95.04330 18432.0
## 5   Brainerd   Brainerd 46.35801 -94.20085 21202.5
## 6  Crookston  Crookston 47.77376 -96.60773  8215.5
##                    country iso2 iso3  province
## 1 United States of America   US  USA Minnesota
## 2 United States of America   US  USA Minnesota
## 3 United States of America   US  USA Minnesota
## 4 United States of America   US  USA Minnesota
## 5 United States of America   US  USA Minnesota
## 6 United States of America   US  USA Minnesota
dim(world_cities_usa)
## [1] 769   9
USA_Cities<-leaflet(world_cities_usa) %>% addTiles() %>%
        addCircles(lng = ~lng, lat = ~lat, weight = 5,
                   radius = ~sqrt(pop) * 25, popup =~city)
USA_Cities
USA_Cities<-leaflet(world_cities_usa) %>% addProviderTiles("Stamen.Toner") %>%
        addCircles(lng = ~lng, lat = ~lat, weight = 1,
                   radius = ~sqrt(pop) * 25, popup =~city)
USA_Cities