add prefix to customer_id
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@ -122,7 +122,10 @@ def dataset_construction(min_date, end_features_date, max_date, directory_path):
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dataset = pd.merge(df_customer_product, y, on = ['customer_id'], how = 'left')
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# 0 if there is no purchase
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dataset[['y_has_purchased']].fillna(0)
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dataset[['y_has_purchased']].fillna(0)
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# add id_company prefix to customer_id
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dataset['customer_id'] = directory_path + '_' + dataset['customer_id'].astype('str')
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return dataset
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