There should be different metrics for each dataset.
For instance, marclab is interested in:
- Count of paths
- Count of intermediate nodes
- Weight of paths
- Number of path types
For flights, we would be interested in:
- Number of carriers
- Whether flights are on-time or not
- Number of passengers on a flight
- Distance flown