I have a dataset like this:
Year<-rep(2001:2005, each = 5)
name<-c("John","Ellen","Mark","Randy","Luisa")
Name<-c(rep(name,5))
Value<-sample(seq(0,25,by=1),25)
mydata<-data.frame(Year,Name,Value)
And my plot looks like this:
p <- ggplot(mydata, aes(x=Year, y=reorder(Name, desc(Name)), size = Value)) +
geom_point(aes(colour = Value,
alpha = I(as.numeric(Value > 0))))
p <- p + scale_colour_viridis_c(option = "D", direction = -1,
limits = c(1, 25)) +
scale_size_area(guide = "none") +
ylab("Name") +
theme(axis.line = element_blank(),
axis.text.x=element_text(size=11,margin=margin(b=10),colour="black"),
axis.text.y=element_text(size=13,margin=margin(l=10),colour="black",
face="italic"),
axis.ticks = element_blank(),
axis.title=element_text(size=18,face="bold"),
panel.grid.major = element_blank(), panel.grid.minor = element_blank(),
panel.background = element_blank(),
legend.text = element_text(size=14),
legend.title = element_text(size=18))
I would like to improve it in two ways but I couldn't figure out how.
pch>20
and specify colour
, but because my colours are mapped to a feature of the dataset (they depend on value
, in this case), I don't know exactly how to do that. Note that value = 0
points are not plotted. Easy stratagems such as plotting bigger black points under my points seem utopic for me.I am not very familiar with ggplo2, thus any help would be appreciated!
You can indeed use a shape >20, e.g. I use shape=21
here. Then you need to change your scale_color_
to scale_fill_
, because the color is now black (it is the border of the shape).
For breaks, you could just specify them in the scale itself. Combining both:
ggplot(mydata, aes(x=Year, y=reorder(Name, desc(Name)), size = Value)) +
geom_point(aes(fill = Value,
alpha = I(as.numeric(Value > 0))), shape=21, color = "black") +
scale_fill_viridis_c(option = "D", direction = -1,
limits = c(1, 25), breaks=seq(1, 25, 2.5)) +
scale_size_area(guide = "none") +
ylab("Name") +
theme(axis.line = element_blank(),
axis.text.x=element_text(size=11,margin=margin(b=10),colour="black"),
axis.text.y=element_text(size=13,margin=margin(l=10),colour="black",
face="italic"),
axis.ticks = element_blank(),
axis.title=element_text(size=18,face="bold"),
panel.grid.major = element_blank(), panel.grid.minor = element_blank(),
panel.background = element_blank(),
legend.text = element_text(size=14),
legend.title = element_text(size=18))