<｜begin▁of▁sentence｜>### Instruction:
As a Research Librarian, you are tasked with helping a team of scientists analyze their High-energy theory collaborations network, which has been imported from a GML file named hep-th.gml. They are particularly interested in visualizing the community structure revealed by the Louvain algorithm. How can you guide them to achieve this using visualization tools and techniques available for network analysis?
### Response:
from cdlib import algorithms, viz
import networkx as nx

g = nx.read_gml('hep-th.gml')
coms = algorithms.louvain(g)
viz.plot_community_graph(g, coms, figsize=(10, 10), node_size=100, plot_overlaps=True, plot_labels=False, cmap='viridis', top_k=0, min_size=0)
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