frankscore-model / test_data.json
Gutema-1990
the model artifact is removed to be deployed separately
97b9b33
{
"records": [
{
"num_previous_loans": 8,
"num_previous_defaults": 0,
"past_default_rate": 0.0,
"days_since_last_loan": 40,
"avg_time_bw_loans": 120,
"avg_past_amount": 8000,
"avg_past_daily_burden": 200,
"std_past_amount": 500,
"std_past_daily_burden": 20,
"trend_in_amount": 1.05,
"trend_in_burden": 0.9,
"Total_Amount": 6000,
"Total_Amount_to_Repay": 7200,
"duration": 45,
"daily_burden": 160,
"amount_ratio": 0.4,
"burden_ratio": 0.25,
"duration_bucket": "45",
"amount_bucket": "low",
"burden_percentile": 0.15,
"borrower_history_strength": "strong",
"month": 5,
"quarter": 2,
"week_of_year": 18,
"days_to_salary_day": 5,
"days_to_local_festival": 40,
"lender_id": "L_low1",
"lender_exposure_ratio": 0.05,
"account_age_days": 900,
"loan_frequency_per_year": 3,
"repayment_consistency": 0.98,
"latest_amount_ma3": 5500
},
{
"num_previous_loans": 6,
"num_previous_defaults": 0,
"past_default_rate": 0.0,
"days_since_last_loan": 25,
"avg_time_bw_loans": 90,
"avg_past_amount": 12000,
"avg_past_daily_burden": 300,
"std_past_amount": 700,
"std_past_daily_burden": 30,
"trend_in_amount": 1.0,
"trend_in_burden": 0.95,
"Total_Amount": 10000,
"Total_Amount_to_Repay": 11500,
"duration": 60,
"daily_burden": 190,
"amount_ratio": 0.55,
"burden_ratio": 0.35,
"duration_bucket": "60",
"amount_bucket": "mid",
"burden_percentile": 0.25,
"borrower_history_strength": "strong",
"month": 7,
"quarter": 3,
"week_of_year": 27,
"days_to_salary_day": 12,
"days_to_local_festival": 25,
"lender_id": "L_low2",
"lender_exposure_ratio": 0.08,
"account_age_days": 750,
"loan_frequency_per_year": 4,
"repayment_consistency": 0.95,
"latest_amount_ma3": 10500
},
{
"num_previous_loans": 4,
"num_previous_defaults": 0,
"past_default_rate": 0.0,
"days_since_last_loan": 15,
"avg_time_bw_loans": 60,
"avg_past_amount": 15000,
"avg_past_daily_burden": 450,
"std_past_amount": 1200,
"std_past_daily_burden": 40,
"trend_in_amount": 1.05,
"trend_in_burden": 1.0,
"Total_Amount": 15000,
"Total_Amount_to_Repay": 17500,
"duration": 45,
"daily_burden": 389,
"amount_ratio": 0.8,
"burden_ratio": 0.55,
"duration_bucket": "45",
"amount_bucket": "mid",
"burden_percentile": 0.45,
"borrower_history_strength": "medium",
"month": 2,
"quarter": 1,
"week_of_year": 8,
"days_to_salary_day": 18,
"days_to_local_festival": 50,
"lender_id": "L_mid1",
"lender_exposure_ratio": 0.12,
"account_age_days": 500,
"loan_frequency_per_year": 5,
"repayment_consistency": 0.88,
"latest_amount_ma3": 16000
},
{
"num_previous_loans": 3,
"num_previous_defaults": 0,
"past_default_rate": 0.0,
"days_since_last_loan": 10,
"avg_time_bw_loans": 45,
"avg_past_amount": 17000,
"avg_past_daily_burden": 520,
"std_past_amount": 1500,
"std_past_daily_burden": 60,
"trend_in_amount": 1.1,
"trend_in_burden": 1.05,
"Total_Amount": 20000,
"Total_Amount_to_Repay": 23000,
"duration": 30,
"daily_burden": 750,
"amount_ratio": 1.2,
"burden_ratio": 0.9,
"duration_bucket": "30",
"amount_bucket": "mid",
"burden_percentile": 0.65,
"borrower_history_strength": "medium",
"month": 5,
"quarter": 2,
"week_of_year": 18,
"days_to_salary_day": 10,
"days_to_local_festival": 40,
"lender_id": "L_mid2",
"lender_exposure_ratio": 0.18,
"account_age_days": 400,
"loan_frequency_per_year": 6,
"repayment_consistency": 0.82,
"latest_amount_ma3": 18000
},
{
"num_previous_loans": 5,
"num_previous_defaults": 1,
"past_default_rate": 0.2,
"days_since_last_loan": 7,
"avg_time_bw_loans": 40,
"avg_past_amount": 18000,
"avg_past_daily_burden": 600,
"std_past_amount": 2200,
"std_past_daily_burden": 90,
"trend_in_amount": 1.15,
"trend_in_burden": 1.1,
"Total_Amount": 22000,
"Total_Amount_to_Repay": 26000,
"duration": 30,
"daily_burden": 867,
"amount_ratio": 1.35,
"burden_ratio": 1.05,
"duration_bucket": "30",
"amount_bucket": "high",
"burden_percentile": 0.75,
"borrower_history_strength": "weak",
"month": 9,
"quarter": 3,
"week_of_year": 36,
"days_to_salary_day": 20,
"days_to_local_festival": 10,
"lender_id": "L_high1",
"lender_exposure_ratio": 0.25,
"account_age_days": 300,
"loan_frequency_per_year": 8,
"repayment_consistency": 0.7,
"latest_amount_ma3": 21000
},
{
"num_previous_loans": 7,
"num_previous_defaults": 2,
"past_default_rate": 0.29,
"days_since_last_loan": 5,
"avg_time_bw_loans": 30,
"avg_past_amount": 22000,
"avg_past_daily_burden": 750,
"std_past_amount": 3000,
"std_past_daily_burden": 120,
"trend_in_amount": 1.2,
"trend_in_burden": 1.2,
"Total_Amount": 25000,
"Total_Amount_to_Repay": 30000,
"duration": 25,
"daily_burden": 1200,
"amount_ratio": 1.6,
"burden_ratio": 1.3,
"duration_bucket": "25",
"amount_bucket": "high",
"burden_percentile": 0.85,
"borrower_history_strength": "weak",
"month": 11,
"quarter": 4,
"week_of_year": 46,
"days_to_salary_day": 25,
"days_to_local_festival": 5,
"lender_id": "L_high2",
"lender_exposure_ratio": 0.32,
"account_age_days": 250,
"loan_frequency_per_year": 9,
"repayment_consistency": 0.6,
"latest_amount_ma3": 24000
},
{
"num_previous_loans": 9,
"num_previous_defaults": 4,
"past_default_rate": 0.44,
"days_since_last_loan": 2,
"avg_time_bw_loans": 20,
"avg_past_amount": 26000,
"avg_past_daily_burden": 950,
"std_past_amount": 4000,
"std_past_daily_burden": 180,
"trend_in_amount": 1.3,
"trend_in_burden": 1.35,
"Total_Amount": 30000,
"Total_Amount_to_Repay": 36000,
"duration": 20,
"daily_burden": 1500,
"amount_ratio": 2.0,
"burden_ratio": 1.8,
"duration_bucket": "20",
"amount_bucket": "high",
"burden_percentile": 0.95,
"borrower_history_strength": "weak",
"month": 1,
"quarter": 1,
"week_of_year": 3,
"days_to_salary_day": 28,
"days_to_local_festival": 2,
"lender_id": "L_high3",
"lender_exposure_ratio": 0.4,
"account_age_days": 150,
"loan_frequency_per_year": 12,
"repayment_consistency": 0.4,
"latest_amount_ma3": 28000
}
]
}