Similarity Matrixes compare data to see how similar it is. Authors often use colors to help the viewer pick out the similarities the easiest. For example, in this matrix, dark red squares indicate high similarity.
Source:
http://www.biomedcentral.com/1471-2164/8/353/figure/F5?highres=y
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