Construct a 'Bubble Plot' from a matrix
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I want to generate a bubble plot of a matrix. Such plots are possibe to make in 'R Studio'. I have attached an example image of the desired plot.
Is there a way to do so in MATLAB?
Thanks in advance.
Adam Danz on 12 Jun 2021
Edited: Adam Danz on 14 Jun 2021
> I want to have a sequence of colors corresponding to the the size of circles.
Assuming an n-by-m matrix r should be plotted such that point r(i,j) should appear at x=i, y=j, use meshgrid to create x and y coordinates and then set x, y, and r to bubbleplot as vectors.
The size of the bubbles is defined by |r|and the colors are based r. That way the size of the bubble shows the strength of the correlation and the color shows the direction. That could be switched around, of course.
% Create correlation matrix r
rng default % for reproducibility
r = rand(5)*2-1;
r(logical(eye(5))) = 1
% Create x and y coordinates and bubblechart
[x,y] = meshgrid(1:size(r,1), 1:size(r,2));
set(gca,'xtick', 1:size(r,2), ...
'ytick', 1:size(r,1), ...
'YDir', 'Reverse'); % typically corr matrices use flipped y axes
cb = colorbar;
See comment below to add text labels to each bubble showing the correlation values.