<｜begin▁of▁sentence｜>### Instruction:
As a network expert, I can utilize the LPANNI algorithm for community detection on the Les Miserables Graph, which is present in the lesmis.gml file. After running the LPANNI algorithm, I can then generate a JSON representation of the community structure detected. This would help in visualizing and understanding the different community structures within the Les Miserables Graph.
### Response:
import networkx as nx
from cdlib import algorithms

# Load the Les Miserables graph
G = nx.read_gml('lesmis.gml')

# Apply LPANNI community detection algorithm
coms = algorithms.lpanni(G, threshold=0.0001)

# Generate JSON representation of the algorithm object
coms_json = coms.to_json()

print(coms_json)
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