Healthy Cities GIS Assignment

library(tidyverse)
library(janitor)
library(leaflet)
library(maps)
library(scales)

Step 1: Filter the dataset

(c("geographic_level","geog_level","geographiclevel"))

[1] "geographic_level" "geog_level"       "geographiclevel" 

Step 2: Plot the subset

Step 3: Create the first map

Step 4: interactivity

Step 5: Interpretation

In this analysis, the dataset that I wanted to show was filtered to the most frequent health measure available and limited to 900 or fewer observations. A bar chart displayed the top 15 cities with the highest percentages, clearly showing the ranking of cities.