I'm creating quite a few plots at the moment. Since they're all geared towards the same presentation, they have a lot in common in terms of the options I chose to give them their appearance.
df1 <- data.frame(name = c("name1","name2","name3","name4"),
variable = c("var1","var1","var2","var2"),
value = c(15,16,17,18))
df1 %>%
ggplot(aes(x = name, y = value, fill = variable)) +
geom_bar(stat = "identity", position = position_stack()) +
labs(title = "Plot Title",
subtitle = "month 1",
x="",
y="Count") +
scale_fill_viridis_d(name = "", option = "inferno", begin = 0.3, end = 0.7, direction = -1) +
scale_shape_tableau() +
theme_economist() +
theme(plot.background = element_rect(fill = "white"),
plot.title = element_text(hjust = 0.5),
plot.subtitle = element_text(hjust = 0.5),
axis.text.x = element_text(angle = 45, vjust = 1, hjust = 1),
plot.margin = unit(c(1,1,1,1), "cm"))
With the mindset of reducing the number of lines of code, is there a way to create a function with some of those options, such as "theme", "theme_economist", "scale_shape", "scale_fill"? I could then just specify the aesthetics and the labs for each plot, and the rest would just amount to a "+ preset function", to add the themes, colors and shapes.
You can store things to be added to a plot in a list. You can then re-use this list by adding it to a plot.
library(ggplot2)
library(ggthemes)
library(magrittr)
common_options <- list(
scale_fill_viridis_d(name = "", option = "inferno", begin = 0.3, end = 0.7, direction = -1),
scale_shape_tableau(),
theme_economist(),
theme(plot.background = element_rect(fill = "white"),
plot.title = element_text(hjust = 0.5),
plot.subtitle = element_text(hjust = 0.5),
axis.text.x = element_text(angle = 45, vjust = 1, hjust = 1),
plot.margin = unit(c(1,1,1,1), "cm"))
)
df1 <- data.frame(name = c("name1","name2","name3","name4"),
variable = c("var1","var1","var2","var2"),
value = c(15,16,17,18))
df1 %>%
ggplot(aes(x = name, y = value, fill = variable)) +
geom_bar(stat = "identity", position = position_stack()) +
labs(title = "Plot Title",
subtitle = "month 1",
x="",
y="Count") +
common_options
Created on 2021-07-20 by the reprex package (v1.0.0)