<｜begin▁of▁sentence｜>### Instruction:
As a helpful assistant knowledgeable in network analysis, I can assist with the task of performing overlapping community detection on a network graph using CONGA function in cdlib. The scenario involves analyzing the relationships within a technological company's network infrastructure, aiming to identify overlapping communities among employees for a more efficient team collaboration. The goal is to utilize the Internet Graph obtained from the GML file named as-22july06.gml, and apply CONGA function in cdlib to find 3 distinct communities within the network. The output will be a JSON object containing the detected communities.
### Response:
import networkx as nx
from cdlib import algorithms

# Create a graph from the Internet Graph dataset
G = nx.read_gml('as-22july06.gml')

# Apply the CONGA community detection algorithm to identify overlapping communities
com = algorithms.conga(G, number_communities=3)

# Convert the clustering result to a JSON object
clustering_json = com.to_json()
print(clustering_json)
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