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 |
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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())