Setting the color of specific cells in a heatmap that contains two types of data
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Hi,
I created the array below in Excel, and it's perfect except that the color bar is ugly and not detailed enough.
So I've been trying to recreate it in MATLAB using the heatmap function and this is what I produced so far.
Which is almost perfect, but I need to set a separate colormap, or a separate condition for the p-value cells. I want only cells with p-value of less than 0.05 to be colored while the rest is just white or black.
Some help with this would be great.
Thanks a lot.
2 Commenti
dpb
il 26 Nov 2021
Attach your code/data to create what you have as a starting point for those here..."help us help you"
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DGM
il 26 Nov 2021
You can use NaN to indicate out-of-range data
h = rand(10,10);
h(h<0.1) = NaN;
hh = heatmap(h);
hh.MissingDataLabel = 'h < 0.1';
colormap(jet)
The color of the excluded cells can be set using the MissingDataColor property.
3 Commenti
DGM
il 26 Nov 2021
Maybe something like this:
load CorrelationData.mat
thresh = 0.05;
pvals = [rpval_CP,pval_CP,rpval_MNP,pval_MNP]; % p-val
r = [r_CP,rho_CP,r_MNP,rho_MNP]; % idk what you call these
pvals(pvals<thresh) = NaN;
alldata = reshape([r; pvals],size(pvals,1),[]).'; % interleave and transpose
h=heatmap(1:30, ...
["r(FCP)","r(FCP) {\it{p-value}}","{\rho}(FCP)","{\rho}(FCP) {\it{p-value}}","r(IDP)","r(IDP) {\it{p-value}}","{\rho}(IDP)","{\rho}(IDP) {\it{p-value}}"], ...
alldata,'Colormap',jet);
caxis([-1 1])
colormap(parula)
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