Node Separation by Edge weight or length Attribute

Hi :
I'm using graphviz for showing connectivity between nodes. Each pair of nodes has a specific weight corresponds to their similarity. To my knowledge, neato admits user to specify weight or len attribute on each edge for its length. And I've tried to map similarity of each pair of nodes to corresponding weight or len attribute for each connecting edge.

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