Social Network Analysis of Bible Characters using Python
In this tutorial we will do a social network analysis of biblical text and their characters using Python and NetworkX
⚡ Social Network Analysis ⚡ Bible
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⏲️===TimeStamps===⏲️
0:01 Introduction
01:30 Setup
03:00 Extracting Named Entities
08:32 Wordcloud of Bible Characters
16:00 Find Most Common Characters
19:00 Plot Most Common Characters with Plotly
20:22 How to find relations within a passage
22:27 Building Relationships from passages
25:30 Removing Duplicates, Data Cleaning
29:50 Working with NetworkX
33:40 Plotting the Network of Characters
37:10 Adding Color to the Network
38:20 Discovering Communities in the Network
39:48 Adding Color to Communities
44:10 Recap
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