I have an issue with my ggplot() reordering the data. I have an example code below. I have data, and reordered the factors in feed to my content, but after the str_extract() in facet_wrap(), the data gets reordered back before I reordered it. Is there a way to prevent that from occurring? For my actual code, it is important for me to use regex within the facet_wrap() in ggplot,
data <- chickwts
data <- mutate(data, time = 1:nrow(data))
lvl <- c("linseed", "meatmeal", "sunflower", "soybean",
"casein", "horsebean")
data$feed <- factor(data$feed, levels = lvl)
ggplot(data, aes(x = time, y = weight, color = feed)) +
geom_line(size = 1) + geom_point(size = 1.75) +
facet_wrap(~str_extract(feed,"[a-z]+"))
You could put the factor
inside the facet_wrap
:
ggplot(data, aes(x = time, y = weight, color = feed)) +
geom_line(size = 1) + geom_point(size = 1.75) +
facet_wrap(~ factor(str_extract(feed,"[a-z]+"), levels = lvl))