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rggplot2bubble-chart

Colours of the bubbles in a bubble charts in a user-defined fashion, using ggplot2

How can I decide myself on the colours of the bubbles in a bubble chart, say if I want then to appear in grey, dark grey and light grey? Or if I want to choose the colours myself for each level of the chosen variable?

I give you an example with data and a graph:

a<-c("np", "prepp", "vp", "animal", "artifact", "communication", "ipv", "isv")
b<-c(-0.51, 0.32, 0.85, -0.61, -0.36, 0.86, -0.02, 1.05)
c<-c(0.10, 0.25, -0.20, 0.99, 1.09, -0.35, 0.00, -0.08)
d<-c(68.23, 4.87, 41.42, 2.44, 19.49, 2.44, 112.09, 2.44)
e<-c("synt", "synt", "synt", "sem", "sem", "sem", "cx", "cx")

data<-cbind(a, b, c, d, e)
colnames(data)<-c("Variables", "Dim.1", "Dim.2", "Freq_pmw", "SynSem_index")
data<-as.data.frame(data)
data[, 2]<-as.numeric(as.character(data[, 2]))
data[, 3]<-as.numeric(as.character(data[, 3]))
data[, 4]<-as.numeric(as.character(data[, 4]))

radius<-sqrt(data$Freq_pmw/pi)

library(ggplot2); library(ggrepel)
plot0 <- ggplot(data, aes(x=Dim.1, y=Dim.2)) + 
   xlim(-1, 1.5) + ylim(-1, 3) + 
   theme_bw() + xlab("Dimension 1") + ylab("Dimension 2")


plot0 + geom_vline(colour="red", xintercept=0) +
        geom_hline(colour="red", yintercept=0) + 
        geom_point(aes(size=radius, fill=SynSem_index),
                   col="darkgrey", 
                   pch=21, show.legend=FALSE)+
   scale_size_continuous(range=c(1, 20)) +
   geom_text_repel(aes(label=Variables), size=3)

enter image description here

Thank you,

C. B.

Solution

  • You could add something in the veins of

    + scale_fill_manual(values = c("cx"="yellow", "sem"="cyan", "synt"="grey70"))

    Here, I defined manual fill colors for levels(data$SynSem_index).