<｜begin▁of▁sentence｜>### Instruction:
Given the Word Adjacency for nouns graph which you can read from a GML file named adjnoun.gml, can you use the Louvain method in cdlib to perform community detection? And can you compute the average transitivity of the communities detected?
### Response:
import networkx as nx
from cdlib import algorithms, evaluation

# Create a graph
G = nx.read_gml('adjnoun.gml')

# Apply the Louvain community detection algorithm
communities = algorithms.louvain(G)

# Compute the average transitivity
avg_transitivity_result = evaluation.avg_transitivity(G, communities)

print(avg_transitivity_result.score)
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