by Sara Jakša
The dataset of all the tags and works on the AO3 fanfiction archive site as of March 2021
Can be found on: https://archiveofourown.org/admin_posts/18804
import networkx G = networkx.Graph() for node1, node2, weight in edges_list: G.add_edge(node1, node2, weight=weight)
G.nodes() G.edges() len(G_characters.edges())/len(G_characters.nodes()) networkx.density(G) networkx.average_shortest_path_length(G) networkx.diameter(G)
networkx.connected_components(G)
networkx.degree_centrality(G)
networkx.betweenness_centrality(G, weight='weight')
networkx.pagerank(G, weight='weight')
from networkx.algorithms import community groups = community.louvain_communities(G)
Contact: sarajaksa@sarajaksa.eu or approach me during this conference
Presentation is available on https://sarajaksa.eu/content/presentations/2022/pycon-italy-network-analysis
