| Network statistics | |
|---|---|
| Network size (books) | 778 005 |
| Edge type | undirected |
| Number of edges (co-buying relationships) | 16 182 063 |
| Max degree | 4 618 |
| Size of largest SCC | 777 792 |
| Global clustering coefficient | 0.151 |
| Average local clustering coefficient | 0.433 |
| Global assortativity coefficient by degree | -0.037 |
| Degree power-law fit exponent | 3.136 |
TBD
| Data | Description |
|---|---|
| Graph | igraph (.pickle), with vertex attributes incl. author gender (230 MB) |
| Network visualisations | Plots (.pdf) wrt network degrees, book metadata, and structural communities (Louvain, modularity 0.86) |
Read the graph from the .pickle file with:
import igraph G = igraph.read(fin_name, format="pickle") print(G.summary())