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March 23, 2022 22:56
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library(tidyverse) | |
library(babynames) | |
babynames %>% | |
filter(sex == "M") %>% | |
mutate(endletter = str_sub(name, -1)) %>% | |
group_by(year, endletter) %>% | |
summarize(letter_count = n()) %>% | |
mutate(letter_prop = letter_count / sum(letter_count), | |
letter_rc = case_when( | |
endletter == "n" ~ "N", | |
endletter == "e" ~ "E", | |
TRUE ~ "Other letters" | |
), | |
letter_rc = factor(letter_rc, | |
levels = c("E", "N", | |
"Other letters"), | |
ordered = TRUE)) %>% | |
ggplot(mapping = aes(x = year, | |
y = letter_prop, | |
group = endletter, | |
color = letter_rc)) + | |
geom_line(size = 0.5) + | |
scale_y_continuous(labels = scales::percent_format()) + | |
scale_color_brewer(palette = "Set2") + | |
guides(color = guide_legend(nrow = 1)) + | |
labs(x = "Year", | |
y = "Percent of newborn boys' names ending in this letter", | |
color = "Letter:", | |
title = "ONE OF N", | |
subtitle = "End-letters of boys' names in the U.S. since 1880", | |
caption = "Data: United States Social Security Administration. Graph: @kjhealy") + | |
theme(legend.position = "top") |
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