Created
May 25, 2022 15:55
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| # Get component sizes | |
| graph_features = graph_features.merge( | |
| graph_features.groupby('componentId').size().to_frame('componentSize').reset_index(), on="componentId") | |
| # Define a feature which indicates if the component has more than 1 member | |
| graph_features['part_of_community'] = (graph_features['componentSize'] > 1).astype(int) |
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