--- dataset_info: features: - name: merchant_id dtype: int64 - name: event_timestamp dtype: timestamp[ns, tz=UTC] - name: loan_id dtype: int64 - name: label dtype: bool - name: batch dtype: string - name: borrowed_amount_x dtype: float64 - name: paid_amount_x dtype: float64 - name: months_since_opening_date_from_merchant dtype: float64 - name: document_type_from_merchant dtype: string - name: category dtype: string - name: subclass_des dtype: string - name: approved_transaction_amount_from_merchant_last_30d dtype: float64 - name: approved_transaction_amount_from_merchant_last_7d dtype: float64 - name: transaction_count_from_merchant_last_90d_v2 dtype: float64 - name: average_approved_transaction_amount_from_merchant_last_90d dtype: float64 - name: approved_amount_transaction_max_from_merchant dtype: float64 - name: percentage_denied_transaction_from_merchant_last_90d dtype: float64 - name: cbk_count_from_merchant_last_90d_v2 dtype: float64 - name: revenue_growth_rate_3months dtype: float64 - name: revenue_stability_index dtype: float64 - name: highest_revenue_month dtype: int64 - name: lowest_revenue_month dtype: int64 - name: average_balance_90d dtype: float64 - name: min_balance_90d dtype: float64 - name: count_transfer_outs_30d_v2 dtype: float64 - name: sum_amount_transfer_outs_30d_v2 dtype: float64 - name: percentage_revenue_spent_on_bills_last_30d dtype: float64 - name: transaction_count_authorization_code_fraud_from_merchant_last_30d dtype: float64 - name: transaction_count_authorization_code_insufficient_funds_from_merchant_last_30d dtype: float64 - name: cp_top1_cid_tpv_ratio_from_merchant dtype: float64 - name: transaction_growth_rate_3months dtype: float64 - name: months_since_account_opening_from_merchant dtype: float64 - name: active_days_including_pix_from_merchant_last_90d dtype: float64 - name: avg_cp_installment_from_merchant_last_30d dtype: float64 - name: count_chat_conversations_from_merchant_last_90d dtype: float64 - name: avg_time_first_reply_seconds_from_merchant_last_90d dtype: float64 - name: app_sum_session_time_from_merchant_last_30d dtype: float64 - name: percentage_of_recurrent_customers_last_90d dtype: float64 - name: percentile_time_since_last_txn_from_merchant_last_15d dtype: float64 - name: count_distinct_card_token_from_merchant_last_30d dtype: float64 - name: percentage_approved_cp_transactions_from_merchant_last_90d dtype: float64 - name: percentage_approved_pl_transactions_from_merchant_last_90d dtype: float64 - name: percentage_approved_pix_from_merchant_last_90d dtype: float64 - name: average_approved_cp_transaction_amount_from_merchant_last_90d dtype: float64 - name: average_approved_pl_transaction_amount_from_merchant_last_90d dtype: float64 - name: average_approved_pix_transaction_amount_from_merchant_last_90d dtype: float64 - name: morning_transaction_count_and_transaction_count_ratio_from_merchant_last_30d_v2 dtype: float64 - name: afternoon_transaction_count_and_transaction_count_ratio_from_merchant_last_30d_v2 dtype: float64 - name: evening_transaction_count_and_transaction_count_ratio_from_merchant_last_30d_v2 dtype: float64 - name: dawn_transaction_count_and_transaction_count_ratio_from_merchant_last_30d_v2 dtype: float64 - name: rolling_cnae_avg dtype: float64 - name: transaction_approved_amount_5d dtype: float64 - name: nitro_count_ratio_last_30d dtype: float64 - name: sum_credit_from_merchant dtype: float64 - name: ratio_active_credit_total_credit_from_merchant dtype: float64 - name: P0_s0_p0 dtype: string - name: P0_s1_p0 dtype: string - name: P0_s1_p1 dtype: string - name: P0_s1_p2 dtype: string - name: P0_s2_p0 dtype: string - name: P0_s2_p1 dtype: string - name: P0_s2_p2 dtype: string - name: P0_s3_p0 dtype: string - name: P0_s3_p1 dtype: string - name: P0_s3_p2 dtype: string - name: P0_s4_p0 dtype: string - name: P1_s0_p0 dtype: string - name: P1_s1_p0 dtype: string - name: P1_s1_p1 dtype: string - name: P1_s1_p2 dtype: string - name: P1_s2_p0 dtype: string - name: P1_s2_p1 dtype: string - name: P1_s3_p0 dtype: string - name: P1_s3_p1 dtype: string - name: P1_s3_p2 dtype: string - name: P1_s4_p0 dtype: string - name: P1_s4_p1 dtype: string - name: P1_s4_p2 dtype: string - name: P1_s4_p3 dtype: string - name: P2_s0_p0 dtype: string - name: P2_s1_p0 dtype: string - name: P2_s2_p0 dtype: string - name: P2_s2_p1 dtype: string - name: P2_s2_p2 dtype: string - name: P2_s3_p0 dtype: string - name: P2_s4_p0 dtype: string - name: P2_s5_p0 dtype: string - name: P2_s5_p1 dtype: string - name: P3_s0_p0 dtype: string - name: P3_s1_p0 dtype: string - name: P3_s2_p0 dtype: string - name: P3_s3_p0 dtype: string - name: P3_s3_p1 dtype: string - name: P3_s3_p2 dtype: string - name: P3_s3_p3 dtype: string - name: P4_s0_p0 dtype: string - name: P4_s1_p0 dtype: string - name: P4_s1_p1 dtype: string - name: P4_s1_p2 dtype: string - name: P4_s2_p0 dtype: string - name: P4_s3_p0 dtype: string - name: P5_s0_p0 dtype: string - name: P5_s1_p0 dtype: string - name: P5_s1_p1 dtype: string - name: P5_s2_p0 dtype: string - name: P5_s3_p0 dtype: string - name: P6_s0_p0 dtype: string - name: P6_s1_p0 dtype: string - name: P6_s2_p0 dtype: string - name: P6_s2_p1 dtype: string - name: P6_s3_p0 dtype: string - name: P6_s3_p1 dtype: string - name: P6_s4_p0 dtype: string - name: P6_s4_p1 dtype: string - name: P6_s5_p0 dtype: string - name: P6_s5_p1 dtype: string - name: P6_s5_p2 dtype: string - name: P6_s5_p3 dtype: string - name: P6_s5_p4 dtype: string - name: paid_amount_y dtype: float64 - name: billings_amount dtype: float64 - name: borrowed_amount_y dtype: float64 - name: text dtype: string - name: qwen_preds dtype: string - name: lora_preds dtype: string splits: - name: train num_bytes: 70358041 num_examples: 11436 download_size: 11116543 dataset_size: 70358041 configs: - config_name: default data_files: - split: train path: data/train-* ---