Visually Comparing Graph Centralities

Today I will show you  a different way to understand the differences between graph centralities.

Here is a Social Network graph i made with my class mates in one of my honours electives.

social na class a_teggin

 

Using this same data, i adjusted the node sizes according to degree; closeness; betweenness and eigenvector/PageRank.

Compare the results below, and see if you can deduce what these CENTRALITIES can indicate:

degree

betweeness

closeness

page rank

 

 

 

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