I have a dataframe which contains productivity measure by date. the date starts from 05/04/2013 to 07/11/2014. The productivity measure is for 6 organisational unit
Data looks like this:
> str(prods)
'data.frame': 588 obs. of 6 variables:
$ SOM : Factor w/ 7 levels "BVG1 Scotland",..: 1 1 1 1 1 1 1 1 1 1 ...
$ Skill: Factor w/ 1 level "A": 1 1 1 1 1 1 1 1 1 1 ...
$ Date : Date, format: "2013-04-05" "2013-04-12" "2013-04-19" "2013-04-26" ...
$ Prod : num 2.97 2.94 2.87 2.95 2.97 2.97 2.97 2.94 2.86 2.98 ...
$ Month: num 4 4 4 4 5 5 5 5 5 6 ...
$ Year : num 2013 2013 2013 2013 2013 ...
Summary:
> summary(prods)
SOM Skill Date Prod Month Year
BVG1 Scotland :84 A:588 Min. :2013-04-05 Min. :2.370 Min. : 1.00 Min. :2013
BVG11 Highlands & IslandsA :84 1st Qu.:2013-08-28 1st Qu.:2.888 1st Qu.: 4.75 1st Qu.:2013
BVG12 North East ScotlandA :84 Median :2014-01-20 Median :3.030 Median : 7.00 Median :2014
BVG13 Central ScotlandA :84 Mean :2014-01-20 Mean :3.029 Mean : 6.75 Mean :2014
BVG14 South East ScotlandA :84 3rd Qu.:2014-06-14 3rd Qu.:3.180 3rd Qu.: 9.00 3rd Qu.:2014
BVG15 West Central ScotlandA:84 Max. :2014-11-07 Max. :3.510 Max. :12.00 Max. :2014
BVG16 South West ScotlandA :84
I simply want draw a line plot using ggplot2 showing 2013 and 2014 "Prod"
I can draw Actual prod to date as show below:
The code I used is:
ggplot(prods, aes(x = Date, y = Prod, group = SOM)) +
geom_line(lwd = 1.3, colour = "red") +
ylab("Actual Productivity") + theme(axis.title.x=element_blank()) +
facet_wrap(~ SOM)
It would be nice to show prod by year i.e. 2013 line with purple color and 2014 line with red for example.
any help would be highly appreciated.
regards,
This is what I did:
ggplot(prods[Year==2013,], aes(x = Date, y = Prod, group = SOM)) +
geom_line(lwd = 1.3, colour = "purple") +
ylab("Actual Productivity") + theme(axis.title.x=element_blank()) +
geom_line(data=prods[Year==2014,], aes(x = Date, y = Prod, group = SOM),lwd = 1.3, colour = "red") +
scale_color_manual("Period", values = c("purple","red"), labels = c("2013","2014")) +
facet_wrap(~ SOM)
I am not getting any error but there is no legend popping up on the image. It looks like this:
above makes fake data then code below subsets on year. you don't have to make a year column like i did you could subset on your actual data column itself. The below plots once for 2013 and once for 2014.