An Introduction to Social Network Analysis with NetworkX: Two Factions of a Karate Club 

by DeepnoteFeb 1, 2021
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  1. An Introduction to Social Network Analysis with NetworkX: Two Factions of a Karate Club
    1. Why even care about networks?
    2. An Example - Zachary's Karate Club (ZKC)
      1. Environment Set Up
      2. Import the ZKC graph
      3. Visualise the graph we have just imported
      4. Network Statistics (Exploratory Analysis)
      5. Community Detection
    3. Wrap-Up

An Introduction to Social Network Analysis with NetworkX: Two Factions of a Karate Club

Jul 30, 2020 by Oliver Gardiner for Deepnote

Networks (a.k.a graphs) are one of the most interesting areas of data science and have been subject to an explosion of interest in recent years. The ability to model the relationship between data points is powerful. This article introduces some basic concepts in network science and gives in python using networkx, the go-to python package for network related analysis. Keep your eyes peeled for my next article where I will explore network visualisations in more detail!