<｜begin▁of▁sentence｜>### Instruction:
In your project, you've been asked to analyze the neural network of 'C. elegans' using the networkx library. The neural network data is stored in the 'celegansneural.gml' file. As part of your analysis, you want to apply the Louvain community detection method using the cdlib library. After identifying the communities, you need to calculate the average internal degree of each community. This will help in understanding the connectivity patterns within the neural network of 'C. elegans'.
### Response:
import networkx as nx
from cdlib import algorithms, evaluation

# Load a neural network 
G = nx.read_gml('celegansneural.gml')

# Perform community detection using the Louvain method
communities = algorithms.louvain(G)

# Calculate the average internal degree of the detected communities
avg_internal_deg = evaluation.average_internal_degree(G, communities)

print(avg_internal_deg)
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