I want to plot the following dataset:
data<-list()
data$Year<-c(rep(1995,4),rep(2005,4))
data$Name<-as.factor(c("name1","name2","name3","name4","name1","name2","name3","name4"))
data$species<-as.factor(c("cat","cat","dog","dog","cat","cat","dog","dog"))
data$Value<-c(1,2,3,4,5,6,7,8)
data<-as.data.frame(data)
This is my desired plot
p<-ggplot(data, aes(x=Year, y=Value,fill=Name, colour=Name,linetype=species,shape=species))
p<-p+geom_point()
p<-p+geom_line()
I want a different legend however. First, the legend should contain one entry for each 'name' with the correct symbol(color, linetype and shape). I can achieve this by doing the following (the linetypes do not exactly match, sorry):
#Plot with better legend
gg_color_hue <- function(n) {
hues = seq(15, 375, length=n+1)
hcl(h=hues, l=65, c=100)[1:n]
}
p2<-ggplot(data, aes(x=Year, y=Value,fill=Name, colour=Name,linetype=Name,shape=Name))
p2<-p2+scale_linetype_manual(values=c(1,1,2,2),breaks=levels(data$Name),name="test")
p2<-p2+scale_shape_manual(values=c(16,16,17,17),breaks=levels(data$Name),name="test")
p2<-p2+scale_colour_manual(values=gg_color_hue(4),breaks=levels(data$Name),name="test")
p2<-p2+scale_fill_manual(values=gg_color_hue(4),breaks=levels(data$Name),name="test")
p2<-p2+geom_point(show_guide=T)
p2<-p2+geom_line(show_guide=T)
Now however there is no distinction between cats and dogs anymore. Therefore I would like to have subtitles in the legend (or essentially two legends): Something like this:
cats
symbol(name1) name1
symbol(name2) name2
dogs
symbol(name3) name3
symbol(name4) name4
Can somebody help me on this? Thank you.