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import networkx as nx
from pyvis.network import Network
import random
# Load the GraphML file
G = nx.read_graphml('./dickens/graph_chunk_entity_relation.graphml')
# Create a Pyvis network
net = Network(notebook=True)
# Convert NetworkX graph to Pyvis network
net.from_nx(G)
# Add colors to nodes
for node in net.nodes:
node['color'] = "#{:06x}".format(random.randint(0, 0xFFFFFF))
# Save and display the network
net.show('knowledge_graph.html') |