<｜begin▁of▁sentence｜>### Instruction:
Given the Coauthorships in network science graph data available in a GML file named netscience.gml, how does one use the Markov Clustering algorithm to identify community structure within the network?
### Response:
import networkx as nx
from cdlib import algorithms

# Read Coauthorships in network science graph
G = nx.read_gml('netscience.gml')

# Apply Markov Clustering algorithm
coms = algorithms.markov_clustering(G)

# Access the communities
communities = coms.communities

# Print out the communities
for i, community in enumerate(communities):
    print(f'Community {i}:', community)
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