Created
March 1, 2023 20:51
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library(tigris) | |
library(sf) | |
library(rmapshaper) | |
library(readxl) | |
library(janitor) | |
library(leaflet) | |
library(tidyverse) | |
# ==== Streaming Data ==== | |
# Data obtained from https://kiss951.com/2021/05/20/national-streaming-day-list-of-the-most-popular-streaming-services-in-each-state/ | |
most_popular_streaming_service <- read_csv("data/most-popular-streaming-service.csv") %>% | |
clean_names() | |
# ==== States Data ===== | |
us_contiguous <- states() %>% | |
clean_names() %>% | |
mutate(statefp = as.numeric(statefp)) %>% | |
filter(statefp < 60, | |
!statefp %in% c(2, 15)) %>% | |
ms_simplify() | |
us_most_popular_streaming_sf <- us_contiguous %>% | |
left_join(most_popular_streaming_service, | |
by = c("name" = "state")) | |
colors_services <- list( | |
"Amazon Prime" = "#2A96D9", | |
"ESPN" = "#BE0002", | |
"Hulu" = "#35B12E", | |
"Netflix" = "black" | |
) | |
order_streaming_service <- us_most_popular_streaming_sf %>% | |
st_drop_geometry() %>% | |
count(streaming_service, sort = TRUE) %>% | |
as_tibble() %>% | |
pull(streaming_service) | |
recoded_sf <- us_most_popular_streaming_sf %>% | |
mutate(streaming_service = fct_relevel(streaming_service, order_streaming_service)) | |
pal_streaming <- colorFactor(unlist(colors_services[order_streaming_service]), | |
recoded_sf$streaming_service) | |
recoded_sf %>% | |
pull(streaming_service) | |
recoded_sf %>% | |
leaflet() %>% | |
addPolygons(fillColor = ~pal_streaming(streaming_service), | |
fillOpacity = 1) %>% | |
addLegend(pal = pal_streaming, | |
values = ~streaming_service, | |
opacity = 1) |
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