Crime Rates in American cities

This data was sourced from https://data.cityofnewyork.us.

df
##    Year Crime.Index.Ranking         City   Rate
## 1  2009                   1     New York 2242.1
## 2  2009                   2     San Jose 2745.7
## 3  2009                   3    San Diego 2903.7
## 4  2009                   4  Los Angeles 3074.0
## 5  2009                   5    Las Vegas 4407.7
## 6  2009                   6      Phoenix 4654.3
## 7  2009                   7 Philadelphia 4849.5
## 8  2009                   8       Dallas 4407.7
## 9  2009                   9      Houston 6444.2
## 10 2009                  10  San Antonio 7241.6
df %>% leaflet() %>% addTiles() %>% addCircles(weight=1,radius=(df$Rate)*20,popup=df$city_rate)