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- {'loan_id': 1000006098,
- 'total_mean_salary': 10075.0,
- 'total_std_salary': 14215.67472897435,
- 'total_min_salary': 10075.0,
- 'total_max_salary': 10075.0,
- '1_debit_amt': -1.0,
- '2_debit_amt': -1.0,
- '3_debit_amt': -1.0,
- '4_debit_amt': -1.0,
- '5_debit_amt': -1.0,
- '6_debit_amt': -1.0,
- '1_credit_amt': -1.0,
- '2_credit_amt': -1.0,
- '3_credit_amt': -1.0,
- '4_credit_amt': -1.0,
- '5_credit_amt': -1.0,
- '6_credit_amt': -1.0,
- 'months_of_debit_data_available': -1.0,
- 'months_of_credit_data_available': -1.0,
- 'min_debit_amt_over_6_months': -1.0,
- 'max_debit_amt_over_6_months': -1.0,
- 'mean_debit_amt_over_6_months': -1.0,
- 'std_debit_amt_over_6_months': -1.0,
- 'min_credit_amt_over_6_months': -1.0,
- 'max_credit_amt_over_6_months': -1.0,
- 'mean_credit_amt_over_6_months': -1.0,
- 'std_credit_amt_over_6_months': -1.0,
- 'fixed_income': 20127.0,
- 'variable_income': 0.0,
- 'net_income': 20127.0,
- 'total_emi_due': 10378.0,
- 'expenditure': 14378.0,
- 'savings': 5749.0,
- 'foir_before': 71.44,
- 'foir_after': 94.21,
- 'strength_count': 1.0,
- 'risk_count': 2.0,
- 'month_1_min_balance': 0.0,
- 'month_2_min_balance': 0.0,
- 'month_3_min_balance': 0.0,
- 'month_4_min_balance': 0.0,
- 'month_5_min_balance': 22.21,
- 'month_6_min_balance': 77.28,
- 'month_1_avg_balance': 0.0,
- 'month_2_avg_balance': 0.0,
- 'month_3_avg_balance': 0.0,
- 'month_4_avg_balance': 0.0,
- 'month_5_avg_balance': 5658.516667,
- 'month_6_avg_balance': 3888.913333,
- 'month_1_max_balance': 0.0,
- 'month_2_max_balance': 0.0,
- 'month_3_max_balance': 0.0,
- 'month_4_max_balance': 0.0,
- 'month_5_max_balance': 20233.81,
- 'month_6_max_balance': 6408.86,
- 'month_1_std_balance': 0.0,
- 'month_2_std_balance': 0.0,
- 'month_3_std_balance': 0.0,
- 'month_4_std_balance': 0.0,
- 'month_5_std_balance': 7379.620575399223,
- 'month_6_std_balance': 2397.5301212891754,
- '1_avg_dom_balance': 4322.233333,
- '10_avg_dom_balance': 1040.303333,
- '15_avg_dom_balance': 534.315,
- '20_avg_dom_balance': 869.856667,
- '25_avg_dom_balance': 1071.845,
- '5_avg_dom_balance': 1708.8766670000002,
- '1_min_dom_balance': 0.0,
- '10_min_dom_balance': 0.0,
- '15_min_dom_balance': 0.0,
- '20_min_dom_balance': 0.0,
- '25_min_dom_balance': 0.0,
- '5_min_dom_balance': 0.0,
- '1_max_dom_balance': 20233.81,
- '10_max_dom_balance': 5042.53,
- '15_max_dom_balance': 2102.9,
- '20_max_dom_balance': 5002.23,
- '25_max_dom_balance': 6408.86,
- '5_max_dom_balance': 10175.98,
- '1_std_dom_balance': 7413.975399625733,
- '10_std_dom_balance': 1842.6438954634964,
- '15_std_dom_balance': 808.8902103860162,
- '20_std_dom_balance': 1849.7500370650685,
- '25_std_dom_balance': 2386.7994455459243,
- '5_std_dom_balance': 3786.708869795629,
- 'loan_amount_expected': 60000.0,
- 'tenure': 3.0,
- 'expected_ir': 0.12,
- 'loan_purpose': 'Debt Consolidation',
- 'pin': 500076.0,
- 'marital_status': 'Single with Family',
- 'gender': 'M',
- 'is_landline': 0,
- 'is_mobile': 1,
- 'is_aadhaar': 0,
- 'state': 50,
- 'city': 0,
- 'education': 'Graduate',
- 'age': 24.2054794520548,
- 'acc_curr_bal_grt_0': 3.0,
- 'acc_overdue': 4.0,
- 'acc_sanc_amt_grt_0': 4.0,
- 'account_opened_12_months': 3.0,
- 'account_opened_1_months': 0.0,
- 'account_opened_24_months': 3.0,
- 'account_opened_3_months': 1.0,
- 'account_opened_6_months': 1.0,
- 'accounts': 4.0,
- 'amt_overdue': 0.0,
- 'dbt_loans': 0.0,
- 'dbt_loans_last_12_months': 0.0,
- 'dbt_loans_last_1_months': 0.0,
- 'dbt_loans_last_3_months': 0.0,
- 'dbt_loans_last_6_months': 0.0,
- 'deliq_loans': 0.0,
- 'deliq_loans_last_12_months': 0.0,
- 'deliq_loans_last_1_months': 0.0,
- 'deliq_loans_last_3_months': 0.0,
- 'deliq_loans_last_6_months': 0.0,
- 'dpd_180': 0.0,
- 'dpd_180_last_12_months': 0.0,
- 'dpd_180_last_1_months': 0.0,
- 'dpd_180_last_3_months': 0.0,
- 'dpd_180_last_6_months': 0.0,
- 'dpd_30': 0.0,
- 'dpd_30_last_12_months': 0.0,
- 'dpd_30_last_1_months': 0.0,
- 'dpd_30_last_3_months': 0.0,
- 'dpd_30_last_6_months': 0.0,
- 'dpd_60': 0.0,
- 'dpd_60_last_12_months': 0.0,
- 'dpd_60_last_1_months': 0.0,
- 'dpd_60_last_3_months': 0.0,
- 'dpd_60_last_6_months': 0.0,
- 'dpd_90': 0.0,
- 'dpd_90_last_12_months': 0.0,
- 'dpd_90_last_1_months': 0.0,
- 'dpd_90_last_3_months': 0.0,
- 'dpd_90_last_6_months': 0.0,
- 'dpd_late': 1.0,
- 'dpd_late_last_12_months': 0.0,
- 'dpd_late_last_1_months': 0.0,
- 'dpd_late_last_3_months': 0.0,
- 'dpd_late_last_6_months': 0.0,
- 'guar_accounts': 0.0,
- 'has_bike': 0.0,
- 'has_business_loan': 0.0,
- 'has_car': 0.0,
- 'has_comm_veh': 0.0,
- 'has_corp_card': 0.0,
- 'has_prop': 0.0,
- 'ind_accounts': 0.0,
- 'joint_accounts': 0.0,
- 'loans_on_time_last_12_months': 4.0,
- 'loans_on_time_last_1_months': 4.0,
- 'loans_on_time_last_3_months': 4.0,
- 'loans_on_time_last_6_months': 4.0,
- 'loss_loans': 0.0,
- 'loss_loans_last_12_months': 0.0,
- 'loss_loans_last_1_months': 0.0,
- 'loss_loans_last_3_months': 0.0,
- 'loss_loans_last_6_months': 0.0,
- 'max_curr_bal': 152970.0,
- 'max_sanc_amt': 176838.0,
- 'max_sanc_amt_last_12_months': 176838.0,
- 'max_sanc_amt_last_1_months': 0.0,
- 'max_sanc_amt_last_24_months': 176838.0,
- 'max_sanc_amt_last_3_months': 17900.0,
- 'max_sanc_amt_last_6_months': 17900.0,
- 'min_sanc_amt_last_12_months': 17900.0,
- 'min_sanc_amt_last_1_months': 0.0,
- 'min_sanc_amt_last_24_months': 17900.0,
- 'min_sanc_amt_last_3_months': 17900.0,
- 'min_sanc_amt_last_6_months': 17900.0,
- 'num_accounts_tenure_grt_180_days': 2.0,
- 'num_accounts_tenure_grt_365_days': 1.0,
- 'num_credit_cards': 0.0,
- 'num_unsecured': 0.0,
- 'perc_paid_off': 0.3784487448511696,
- 'sma_loans': 0.0,
- 'sma_loans_last_12_months': 0.0,
- 'sma_loans_last_1_months': 0.0,
- 'sma_loans_last_3_months': 0.0,
- 'sma_loans_last_6_months': 0.0,
- 'sub_loans': 0.0,
- 'sub_loans_last_12_months': 0.0,
- 'sub_loans_last_1_months': 0.0,
- 'sub_loans_last_3_months': 0.0,
- 'sub_loans_last_6_months': 0.0,
- 'sum_of_tenures_for_all_accounts': 1553.0,
- 'tot_curr_bal': 191940.0,
- 'tot_sanc_amt': 308808.0,
- 'tot_sanc_amt_last_12_months': 218808.0,
- 'tot_sanc_amt_last_1_months': 0.0,
- 'tot_sanc_amt_last_24_months': 218808.0,
- 'tot_sanc_amt_last_3_months': 17900.0,
- 'tot_sanc_amt_last_6_months': 17900.0,
- 'account_type_insight_06': 1.0,
- 'account_type_insight_10': 1.0,
- 'account_type_insight_05': 2.0,
- 'account_type_insight_07': 0.0,
- 'account_type_insight_13': 0.0,
- 'account_type_insight_00': 0.0,
- 'account_type_insight_01': 0.0,
- 'freq_of_enquiries': 0.008344030808729141,
- 'kinds_of_requests': 4.0,
- 'max_enquired_amount': 500000.0,
- 'max_enquiry_value_last_12_months': 500000.0,
- 'max_enquiry_value_last_1_months': 200000.0,
- 'max_enquiry_value_last_24_months': 500000.0,
- 'max_enquiry_value_last_3_months': 500000.0,
- 'max_enquiry_value_last_6_months': 500000.0,
- 'min_enquired_amount': 1000.0,
- 'min_enquiry_value_last_12_months': 1000.0,
- 'min_enquiry_value_last_1_months': 200000.0,
- 'min_enquiry_value_last_24_months': 1000.0,
- 'min_enquiry_value_last_3_months': 18000.0,
- 'min_enquiry_value_last_6_months': 18000.0,
- 'number_of_enquiries_last_12_months': 6.0,
- 'number_of_enquiries_last_1_months': 1.0,
- 'number_of_enquiries_last_24_months': 10.0,
- 'number_of_enquiries_last_3_months': 4.0,
- 'number_of_enquiries_last_6_months': 4.0,
- 'number_of_enquiries_total': 13.0,
- 'total_enquired_amount': 1850000.0,
- 'total_enquired_last_12_months': 1149000.0,
- 'total_enquired_last_1_months': 200000.0,
- 'total_enquired_last_24_months': 1500000.0,
- 'total_enquired_last_3_months': 978000.0,
- 'total_enquired_last_6_months': 978000.0,
- 'enquiry_purpose_insight_05': 6.0,
- 'enquiry_purpose_insight_10': 3.0,
- 'enquiry_purpose_insight_06': 2.0,
- 'enquiry_purpose_insight_00': 2.0,
- 'enquiry_purpose_insight_51': 0.0,
- 'enquiry_purpose_insight_01': 0.0,
- 'enquiry_purpose_insight_13': 0.0,
- 'cibil_score': -1.0,
- 'ntc_score': -1.0,
- 'past_total_total_amount': -1.0,
- 'past_total_total_interest': -1.0,
- 'past_total_total_principal': -1.0,
- 'past_mean_total_amount': -1.0,
- 'past_mean_total_interest': -1.0,
- 'past_mean_total_principal': -1.0,
- 'past_mean_num_emis': -1.0,
- 'past_mean_num_distinct_lenders': -1.0,
- 'past_mean_avg(dpd)': -1.0,
- 'past_mean_mean_ir': -1.0,
- 'past_mean_emi_per_lender': -1.0,
- 'past_mean_fraction_paid': -1.0,
- 'past_mean_fraction_due': -1.0,
- 'past_mean_fraction_closed': -1.0,
- 'num_past_loans': -1.0,
- 'Employment Details': -1.0,
- 'Home ownership': -1.0,
- 'was_rejected': 0,
- 'target': 1.0,
- 'is_bank_statement_present': False,
- 'is_bank_statement_present_2': True,
- 'is_cibil_accounts_present': True,
- 'is_cibil_enq_present': True,
- 'is_past_faircent_present': False,
- 'dod_mon': 10,
- 'dod_day': 31,
- 'dod_dow': 1,
- 'dod_year': 2017,
- 'loans_disbursed_past_7_days': 103,
- 'rejected_loans_disbursed_past_7_days': 5,
- 'loans_disbursed_past_14_days': 141,
- 'rejected_loans_disbursed_past_14_days': 6,
- 'loans_disbursed_past_28_days': 141,
- 'rejected_loans_disbursed_past_28_days': 6}
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