The In/Out Degree distributions for the analyzed networks varied quite a bit, but this was beneficial as it showed that even though the structure of the networks differed, the other metrics remained constant between the networks. This shows that our flow analysis, betweenness analysis, and PageRank analysis can be verified between networks of various structures as well.
All Pairs Max Flows
After all flows were computed, the maximum of these max flows was graphed for analysis. A curious result was gained from this analysis, as we found that networks naturally tended to narrow as they went from source to sink instead of spreading to utilize the extra capacity given to the network. This means that information flow is condensed from a wide array of nodes, into just a few nodes, usually ones that can be identified through PageRank and Betweenness.