-
Notifications
You must be signed in to change notification settings - Fork 0
/
2_uptake_maps.R
54 lines (43 loc) · 2.27 KB
/
2_uptake_maps.R
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
# Load R Packages ---------------------------------------------------------
library(tidyverse) # Core Set of R Data Science Tools (dplyr, ggplot2, tidyr, readr, etc.)
library(ggthemes) # Core Set of R Data Science Tools (dplyr, ggplot2, tidyr, readr, etc.)
# Import Texas County Data ------------------------------------------------
tx_cnty_data <- read_rds("clean_data/texas_cnty_data.rds")
# Review Data Available ---------------------------------------------------
glimpse(tx_cnty_data) ## Preview The Data
# 1. Map of Vaccine Uptake 12+ --------------------------------------------
tx_cnty_data |>
ggplot() +
aes(fill = pct_vaccinated_eligible, color = pct_vaccinated_eligible) +
geom_sf(size = 0.15) +
scale_color_gradient_tableau(palette = "Blue", labels = scales::percent) +
scale_fill_gradient_tableau(palette = "Blue", labels = scales::percent) +
theme_void() +
theme(legend.position = "right",
plot.title = element_text(face = "bold")) +
labs(title = "Vacine Uptake Among Eligible Residents",
subtitle = "As of September 9th, 2021",
caption = "Data: Texas Department of State Health Services",
x = "Counties",
y = "% Fully Vaccinated (Population 12+)",
fill = "% Fully Vaccinated (12+)",
color = "% Fully Vaccinated (12+)")
ggsave("figures/2_map_of_vaccine_uptake_12plus.png", device = "png", dpi = 300, width = 6, height = 4, bg = "white")
# 2. Map of Vaccine Uptake All --------------------------------------------
tx_cnty_data |>
ggplot() +
aes(fill = pct_vaccinated_all, color = pct_vaccinated_all) +
geom_sf(size = 0.15) +
scale_color_gradient_tableau(palette = "Blue", labels = scales::percent) +
scale_fill_gradient_tableau(palette = "Blue", labels = scales::percent) +
theme_void() +
theme(legend.position = "right",
plot.title = element_text(face = "bold")) +
labs(title = "Vacine Uptake Among All Residents",
subtitle = "As of September 9th, 2021",
caption = "Data: Texas Department of State Health Services",
x = "Counties",
y = "% Fully Vaccinated (All)",
fill = "% Fully Vaccinated (All)",
color = "% Fully Vaccinated (All)")
ggsave("figures/2_map_of_vaccine_uptake_all.png", device = "png", dpi = 300, width = 6, height = 4, bg = "white")