Directly Plotting ts object with ggplot2
Try this:
library(zoo)
library(ggplot2)
library(scales)
autoplot(as.zoo(dat), geom = "point")
or maybe:
autoplot(as.zoo(dat), geom = "point") + scale_x_yearqtr()
See ?autoplot.zoo
for more info.
Note: The code in the question works if you issue the command library(zoo)
first.
Updates Added second solution, library(scales)
and switched from yearmon
to yearqtr
.
Don't know why it worked before (since it would not seem to be valid under my understanding of Date functins) but you can fix it with the use of zoo::as.yearqtr
library(zoo)
?as.yearqtr
set.seed(12345)
dat <- ts(data=runif(n=10, min=50, max=100), frequency = 4, start = c(1959, 2))
df <- data.frame(date=as.Date(as.yearqtr(time(dat))), Y=as.matrix(dat))
library(ggplot2)
ggplot(data=df, mapping=aes(x=date, y=Y))+geom_point()
# No errors. The plot has YYYY-MM labeling as expected for a ggplot2-Date axis.