How To create network graph with igraph?

I have seen this graph in the Chapter 2 igraph package | Introduction to Network Analysis Using R and i would like to know how to create one using R and igraph package.

I think this tutorial is great: Network analysis with R and igraph: NetSci X Tutorial - Katya Ognyanova

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