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- import pandas as pd
- class Constants:
- CLUSTER_NUM = 100
- ROUND_LENGTH = 3600 # in seconds
- CLUSTER_SIZE = 30 # minimum cluster size that must be satisfied by forwarding messages
- NUM_COVER = 1
- MAX_DELAY = 3
- ENCODING = 'UTF-8'
- def cnt_cluster(model):
- """Count number of users in each cluster"""
- cnt = pd.Series(model.labels_).value_counts().to_frame()
- cnt.columns = ['count']
- print('Non_empty cluster number:', len(cnt))
- print('The number of users in each cluster is:\n', cnt)
- return cnt
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