<｜begin▁of▁sentence｜>### Instruction:
As a travel writer specializing in exploring unique cultural experiences across college towns in the United States, you've come across a fascinating network of American college football teams. You have access to a file named "football.gml" containing valuable insights about the connections between different teams. To deepen your understanding of these intricate connections and uncover hidden patterns, you wish to utilize the "surprise_communities" function in cdlib, a powerful tool for community detection in networks. Once you have identified the communities within this football network, you plan to showcase your findings through a visually appealing and informative JSON representation of the discovered communities, offering your readers a fresh perspective on the vibrant dynamics of college football rivalries.
### Response:
from cdlib import algorithms
import networkx as nx

# Loading the American College football team network
G = nx.read_gml('football.gml')

# Performing community detection using the Surprise communities method
coms = algorithms.surprise_communities(G)

# Converting the discovered communities to a JSON representation
communities_json = coms.to_json()
print(communities_json)
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