I have the following example:
library(tidyverse)
library(ggalluvial)
data <- tibble(id = paste0("S", 1:20),
class_1 = c(rep("A", 10), rep("B", 10)),
class_2 = c(rep("A", 8), rep("B", 8), rep("A", 4)))
data_pvt <- data %>%
pivot_longer(starts_with("class"), names_to = "class_type", values_to = "class_label") %>%
mutate(class_type = factor(class_type),
class_label = factor(class_label))
ggplot(data_pvt, aes(x = fct_rev(class_type), stratum = class_label, alluvium = id,
label = class_label))
geom_flow(aes(fill = class_label), stat = "alluvium",
lode.guidance = "frontback")
geom_stratum(aes(fill = class_label))
scale_x_discrete(expand = c(0.1, 0))
labs(x = "Class system", y = "n")
coord_flip()
theme_minimal()