Table 1. Summary of some properties found in the onion spectrum.
Scale | Signature in the spectrum | Property |
---|---|---|
micro | more cores than random | assortativity |
fewer cores than random | disassortativity | |
meso | exponential decay | tree-like structure |
sub-exponential decay | loopy structure | |
change in decay | interesting subgraph | |
macro | cores | core-periphery structure |
layers | node centrality |
“Randomness” here refers to rewiring preserving only degree distribution. All other properties can also be mapped to local connection rules using our network reconstruction rules.