Complex Network Analysis in Python

Worth 1,000 Words

Gephi^[20] is not a part of NetworkX, and you must install it separately. Luckily, the installation process is straightforward.^[21]

Here’s a summary of Gephi’s capabilities:

• Import existing networks in a variety of formats or create a new network.

• Edit a new or existing network by adding or removing nodes or edges.

• Change the size and color of node icons, the size and color of label font, and the color and thickness of edges based on node and edge attributes.

• Calculate basic network measures: centralities, clustering coefficients, path length distributions, connectedness, and modularity.

• Apply various layout engines to the network graph.

• Execute additional plug-ins.

• Export modified networks in a variety of formats. ...