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Shortlink: https://git.io/JUzIr
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# Code: https://git.io/JUzIr | |
library(tidyverse) | |
library(ggtext) | |
adv_stats <- team_def %>% | |
left_join( | |
nflfastR::teams_colors_logos %>% | |
select(team = team_name, team_color, team_logo_espn) %>% | |
distinct(team, .keep_all = TRUE) | |
) | |
summary_df <- adv_stats %>% | |
summarize( | |
blitz_pct = mean(blitz_pct), | |
pressure_pct = mean(pressure_pct) | |
) | |
blitz_plot <- adv_stats %>% | |
ggplot(aes(x = blitz_pct, y = pressure_pct)) + | |
ggimage::geom_image(aes(image = team_logo_espn), by = "height", size = 0.08, asp = 1.618) + | |
ggtext::geom_richtext( | |
data = steelers_df, nudge_x = 0.01, | |
fill = NA, label.color = NA, # remove background and outline | |
hjust = 0, size = 6, | |
aes(label = label) | |
) + | |
geom_hline(yintercept = pull(summary_df, pressure_pct), color = "red", linetype = "dashed") + | |
geom_vline(xintercept = pull(summary_df, blitz_pct), color = "red", linetype = "dashed") + | |
scale_x_continuous(breaks = scales::pretty_breaks(n = 8), labels = scales::percent_format(accuracy = 1)) + | |
scale_y_continuous(breaks = scales::pretty_breaks(n = 8), labels = scales::percent_format(accuracy = 1)) + | |
theme_minimal() + | |
theme( | |
panel.grid.minor = element_blank(), | |
aspect.ratio = 1 / 1.618, | |
plot.title = element_text(size = 28, face = "bold"), | |
plot.subtitle = element_text(size = 22), | |
plot.caption = ggtext::element_markdown(size = 18), | |
axis.title = element_text(size = 20, face = "bold"), | |
axis.text = element_text(size = 16) | |
) + | |
labs( | |
title = "Blitz Rate vs Pressure Rate", | |
subtitle = "2020 Season", | |
x = "\nBlitz Rate\n", | |
y = "Pressure Rate\n", | |
caption = "**Data:** ProFootball Reference | **Plot:** @thomas_mock" | |
) | |
blitz_plot | |
ggsave("blitz_plot.png", plot = blitz_plot, height = 10, width = 10 * 1.618, dpi = "retina") |
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