Shortly ago I did something similar to what you intend to.
The data frame was called 'fore'. There were eight different variables and I
wanted to plot each one by column, and depict the frequencies in terms of the
size of the dots. The problem I ran into is that the plots got extremely big
for some particular cases with high frequencies -fortunately, in my case, it
didn't matter whether I had a value of 4 or more: I could depict them all with
the same size. Hence, I plotted frequency values 1, 2, 3, and 4.
There may be more elegant ways, but this was my rough and ready attempt:
> op <- par(mar=c(3,4,1,1))
> plot(c(1:8),col="white",
+ ylim=c(min(na.omit(fore)),max(na.omit(fore))),xaxt="n", xlab="",ylab="%")
> grid()
> for (i in 1:ncol(fore)){
+ cex.dots=ifelse(as.numeric(table(fore[,i]))>4,4,as.numeric(table(fore[,i])))
+ points(x=rep(i,length(na.omit(fore[,i]))),
+ y=na.omit(fore[,i]),pch=19, cex=cex.dots)
+ }
> title, etc...
> par(op)
Forgive me for the shameless plugging, but you can see the final result on page
44, Figure 39, of Age UK's Chief Economist's Report
(http://www.ageuk.org.uk/Documents/EN-GB/For-professionals/Research/Age%20UK%20Chief%20Economist%20Report%20Autumn%202012.pdf)
Hope this helps!
José
José Iparraguirre
Chief Economist
Age UK
T 020 303 31482
E jose.iparragui...@ageuk.org.uk
Twitter @jose.iparraguirre@ageuk
Tavis House, 1- 6 Tavistock Square
London, WC1H 9NB
www.ageuk.org.uk | ageukblog.org.uk | @ageukcampaigns
-----Original Message-----
From: r-help-boun...@r-project.org [mailto:r-help-boun...@r-project.org] On
Behalf Of swertie
Sent: 22 October 2012 09:35
To: r-help@r-project.org
Subject: [R] Represent point size according to frequency
Hello! I would like to make a scatterplot of my data, but the problem is that
several points have the same x and y values and are represented as only one
point. I wonder if there is a way to represent the data points, but with
point size representing the frequency of the depicted x-y value?
Thank you!
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