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If you have used ggplot2, you probably wondered how to make all columns the same width.
You might have created a plot such as this one.
library(dplyr)
library(ggplot2)
# remotes::install_github("pachadotdev/tintin")
library(tintin)
total_head_trauma_5 <- tintin_head_trauma %>%
arrange(-loss_of_consciousness_length) %>%
filter(row_number() <= 5)
ggplot(total_head_trauma_5) +
geom_col(
aes(
x = cause_of_injury, y = loss_of_consciousness_length,
fill = book_title
),
position = "dodge"
) +
labs(
x = "Cause of injury", y = "Loss of consciousness length",
title = "Top five causes of injury in Tintin books"
)
Here’s how to do it with one additional line to the usual ggplot statements.
ggplot(total_head_trauma_5) +
geom_col(
aes(
x = cause_of_injury, y = loss_of_consciousness_length,
fill = book_title
),
# not this
# position = "dodge"
# but this
position = position_dodge(preserve = "single")
) +
labs(
x = "Cause of injury", y = "Loss of consciousness length",
title = "Top five causes of injury in Tintin books"
)
We can center the columns and make columns in the same category more separated, and also make it a bit nicer.
ggplot(total_head_trauma_5) +
geom_col(
aes(
x = cause_of_injury, y = loss_of_consciousness_length,
fill = book_title
),
position = position_dodge2(preserve = "single")
) +
labs(
x = "Cause of injury", y = "Loss of consciousness length",
title = "Top five causes of injury in Tintin books"
) +
theme_minimal() +
scale_fill_manual(
values = tintin_colours$the_black_island, name = "Book"
) +
coord_flip()
