I have to plot the same graph a couple of times with different rectangles.
head(df)
DATA n
<date> <int>
1 2018-01-02 243
2 2018-01-03 243
3 2018-01-04 221
4 2018-01-05 211
5 2018-01-06 35
6 2018-01-07 30
head(rectangles)
channel begin end
<chr> <date> <date>
1 aaaaaaaaaaaaa 2018-09-28 2018-12-28
2 bbbb 2018-08-31 2018-10-31
3 cccccccccccccc 2018-08-31 2018-10-31
4 aaaaaaaaaaaaaaaaaaaaaaa 2018-08-31 2018-10-31
5 ddddddddddddddddddddddddddddddd 2018-08-31 2018-10-31
What I have done so far to have many plots with the same data of df but with the unique rectangles$channels:
unique_rectangles <- unique(rectangles$channel)
for (rect in unique_rectangles) {
plot <- ggplot(df, aes(x = DATA, y =n)) +
geom_rect(data = subset(rectangles, rectangles$channel==unique_rectangles[ret]), aes(xmin = begin, xmax = end, ymin = -Inf, ymax = +Inf), inherit.aes = FALSE, fill = 'red', alpha = 0.2) +
geom_line() +
ggtitle(paste(unique_rectangles[ret]))
print(plot)}
But all I got is:
Error: Aesthetics must be either length 1 or the same as the data (1): xmin, xmax
What can I do to have the multiples plots?