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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Do Not Weave Your Own Networks
Being a Python programmer, it’s often tempting to disregard existing CNA modules (especially since they’re not part of the language core) and produce roll-your-own CNA code. For example, you could represent a network as a list of edges (an edge list) or as a dictionary with nodes and edges. You could spend a fortune designing an efficient data structure for the internal network representation. But then the real job begins: implementing dozens of network construction, serialization, deserialization, and analysis algorithms, followed by aesthetically appealing, presentation-quality network visualization.
Even if you’re the right person for this task, as a complex network analyst, you want the tools of the craft ...
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