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library(lubridate)
library(ggplot2)
library(dplyr)
library(data.table)
library(ggrepel)
library(tidyverse)
library(ggmap)
devtools::install_github("dkahle/ggmap")

Skipping install of 'ggmap' from a github remote, the SHA1 (83652759) has not changed since last install.
  Use `force = TRUE` to force installation

#Inspect Data

star_1 <- one_star_michelin_restaurants %>%
  mutate(Michelin_Star_Ranking = "1 star")
star_1

star_2 <- two_stars_michelin_restaurants %>%
  mutate(Michelin_Star_Ranking = "2 stars")
star_2

star_3 <- three_stars_michelin_restaurants %>%
  mutate(Michelin_Star_Ranking = "3 stars")
star_3

star_combined <- do.call("rbind", list(star_1, star_2, star_3))

star_filtered <- filter(star_combined, city == "New York")
star_filtered

ggmap::register_google(key = "AIzaSyBmj_iiPeusJnc_s3oIwUP49u-R--qRh8k")


ggmap(get_googlemap(center = c(lon = -73.935242, lat = 40.7320),
                zoom = 12, scale = 2,
                maptype ='terrain',
                color = 'color')) +
  
geom_point(aes(x = longitude, y = latitude,  colour = Michelin_Star_Ranking, shape = Michelin_Star_Ranking, size = Michelin_Star_Ranking), data = star_filtered, alpha = 0.9) + 
  scale_colour_manual(values=c("orange", "purple", "red")) +
  scale_shape_manual(values=c(20 ,18 ,15)) +
  scale_size_manual(values=c(2,2,2)) +
  guides(shape = guide_legend(override.aes = list(size = 3))) +
  theme(legend.key.size = unit(1,"line")) +


labs(title = "Where Are the Michelin Star Restaurants in and Around New York City", subtitle = "Data From 2019 Michelin Guide", color = "Michelin_Star_Ranking") +
  
    theme(legend.position="right")  

Source : https://maps.googleapis.com/maps/api/staticmap?center=40.732,-73.935242&zoom=12&size=640x640&scale=2&maptype=terrain&key=xxx-R--qRh8k

NA

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