<｜begin▁of▁sentence｜>### Instruction:
Given the Les Miserables graph which you can read from a GML file named lesmis.gml, can you use the entropy-based clustering (ebgc) algorithm from cdlib to perform community detection? And can you convert the resulting NodeClustering object to a JSON representation?
### Response:
import networkx as nx
from cdlib import algorithms

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

# Apply entropy-based clustering algorithm
communities = algorithms.ebgc(G)

# Convert the clustering result to JSON
communities_json = communities.to_json()
print(communities_json)
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