Some of us concentrate more on social interactions. Others like to play around with neurons, while some just want to look at cute animals. No matter your network preference, I would like to help you reflect on those relationships and find more (positive) insights about them. To do that, we will put on our data science hat and examine a simple network to learn how does the Neo4j Graph data science library deal with multigraphs and how to analyze them. I have to warn you that this will be a longer blog post and focused more on the technical details.