Important parts of networks

measures (centralities and weights: closeness, betweenness, clustering coefficient, hubs and authorities, …, 3-ring and 4-ring weights),

cores

cuts and islands

skeletons (trees, k-neighbors, pathfinder)

try it yourself; summary