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Community Detection NetworkX

Published on Apr 03, 20171974 Views

Erika Fille Tupas Legara

[[https://networkx.github.io/documentation/networkx-1.9.1/reference/introduction.html|NetworkX]] provides data structures for graphs (or networks) along with graph algorithms, generators, and drawing

Winter School on Complexity Science 2017 - Singapore

Related categories

PhysicsComplexity ScienceComputer ScienceData ScienceMathematics

Chapter list

Community Structures00:00
Walkthrough00:30
Network Structure01:28
Communities04:01
Example of Communities04:18
Social Networks: Politics, Ideologies04:57
Biological Network: Ageing05:25
How does one find the Communities? - 105:45
Deep Learning06:17
How does one find the Communities? - 206:40
Zachary’s karate club06:41
Methods07:57
Modularity - 108:44
Modularity - 209:38
Modularity - 309:59
Modularity - 411:04
Modularity - 511:33
Modularity - 611:46
Quantifying Community Structures11:52
Community Detection in Framing Analysis12:16
Framing in the News13:02
Every article assigned to a single dominant frame13:15
A Network of Words - 113:29
A Network of Words - 213:45
Coding done by communication research experts14:01
A Brief Introduction to Clustering and Community Detection14:50