Fig. 3: Network efficiency and network hierarchy from 2012 to 2020.

The network hierarchy has shown a steady and increasing trend since 2013. Network efficiency fluctuates between 0.6276 and 0.6460, indicating that the correlations between economic resilience have multiple overlaps.