Fig. 12

Number of clusters over time using Louvain community detection algorithm. The correlation networks generally seem to pick up a smaller number of clusters than the partial correlation networks, but both keep a similar number over the entire dataset. There is also a drop in the number of clusters detected for both networks during the financial crisis