The notion of shortest distance through a network can be used to quantify how central a given node is in the network. Many measures have been used [94] , but the most relevant of these is betweenness centrality. Betweenness captures the idea that the more shortest paths pass through a node, the more central it is in the network. So, betweenness is simply defined as the proportion of shortest paths that pass through a single node