I am using RStudio
and I have a time series
data (ts
object) called data1
.
Here is how data1
looks:
Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
2014 135 172 179 189 212 47 301 183 247 292 280 325
2015 471 243 386 235 388 257 344 526 363 261 189 173
2016 272 267 197 217 393 299 343 341 315 305 384 497
To plot the above, I have run this code:
plot (data1)
and I get the following plot:
I want to have a plot that is broken by Year and I was thinking of implementing the facet_grid
feature found in ggplot2
but since my data is a ts
object, I can't use ggplot2
directly on it.
After some research, I've found that the ggfortify
library works with ts
objects. However, I am having a hard time trying to figure out to use the facet_grid
feature with it.
My aim to is to plot something like below from my ts
data:
'Female'and 'Male' will be replaced by the Years 2014, 2015 and 2016. The X-axis will be the Months (Jan, Feb, Mar, and so on) and the y-axis will be the values in the ts
file . I would prefer a line plot rather than a dot plot.
Am I on the right track here or is there another way of approaching this problem?
We can use
ggplot2::autoplot
. I will useAirPassengers
data as an example.