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The concept of co-occurrence network structure

As below, the spearman value is squared.

The original rho value of spearman is -1 to +1 as you know.

Does that mean modules appear when the microbiota structure has strong relationship each other disregarding positive or negative correlation ?

Or just the positive relationship (Considering they occur together) in the network ?

I am confused about the concept and interpretation.

Plz help me.

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co-occurence microbiome network

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