Correlation matrices show correlations not unlike that of a similarities matrix but only show correlated data sets. This can be more helpful when it comes to discerning which sets of data are more closely related. This graph shows correlations among phage T7 proteins which help in stabilizing mRNA's.
http://yin.che.wisc.edu/images/ProteinMatrix.jpg
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