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Merchant Financial Well-Being with Networks

Preparing features and label sets

  • spatial_filter.py: Filters raw transaction data with respect to Greater Istanbul Area (~ 10km) and creates data/bank_\[type\]_transaction.csv.
  • filter_records.py: Filter merchants based on the parameters in trans_filter attribute in config.yaml. It creates data/filtered_data/filtered_bank_\[type\]_transaction.csv.
  • generate_features_labels.py: Constructs demographic, revenue and network features for the merchants in filtered transactions. In addition, creates labels based on merchant revenues.
  • run_experiment.py: Creates and runs models on the given feature set(s) and label values.