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Visualize signed networks with a generalized version of the Fruchterman Reingold algorithm

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Signed force-directed layout

Based on the word-famous Fruchterman-Reingold algorithm for network visualization, this (naive) adaptation for signed networks considers attractive forces for positive edges and repulsive forces for negative edges. This approach helps visualize the structural relationships and tensions within the network, highlighting both cohesion and division among communities.

Usage

Clone this repository with the command

 git clone https://github.com/elenacandellone/signed-spring-layout.git

Run the notebook viz.ipynb.

Reference

Fruchterman, T. M., & Reingold, E. M. (1991). Graph drawing by force‐directed placement. Software: Practice and experience, 21(11), 1129-1164.

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Visualize signed networks with a generalized version of the Fruchterman Reingold algorithm

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