January 2018
Beginner to intermediate
262 pages
6h 3m
English
Content preview from Complex Network Analysis in PythonBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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Separate Cores, Shells, Coronas, and Crusts
The only valuable property of a connected component is its connectedness. There is always a way to get from any node A in a component to any other node B in the same component. The property of connectedness is global and, while important for social and communication networks (where paths are responsible for information diffusion), may not be adequate for semantic, product, and other types of networks, where direct or short-haul connections are more essential. Consider a network of synonyms: “emerald” is a synonym of “green,” and “green” is a synonym of “ecological,” but “ecological” is hardly a synonym of “emerald.”
Let’s zoom into a connected component (say, in the GCC) and try to find more elements ...
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