{
"avg_monthly_spending": {
"BDC": 16.67,
"BM": 291.67,
"HSBC": 166.67,
"WELANDLINE": 45.0
},
"avg_spending": {
"BDC": 200.0,
"BM": 1750.0,
"HSBC": 1000.0,
"WELANDLINE": 270.0
},
"bank_avg_amount": 475.01,
"banks_count": 5,
"ecommerce_avg_amount": "N/A",
"ecommerce_count": 2,
"frequency": {
"monthly_count": {
"AMAZON": {
"1": 1,
"3": 1
},
"BDC": {
"7": 1
},
"BM": {
"1": 1,
"3": 1
},
"HSBC": {
"1": 1,
"3": 1
},
"WELANDLINE": {
"1": 1,
"3": 1
}
},
"yearly_count": {
"AMAZON": 2,
"BDC": 1,
"BM": 2,
"HSBC": 2,
"WELANDLINE": 2
}
},
"incoming_payments": {
"loan_disbursement": {
"AMAN": 5000.0
},
"other_incoming_payments": {
"CIB": 15000.0
},
"salary": {
"MASHREQ": 14002.29
}
},
"liability_repayment": {},
"outgoing_payments": {
"BDC": 200.0,
"BM": 3500.0,
"HSBC": 2000.0
},
"purchased products": [
"Laptop - LENOVO ideapad 320",
"Laptop - LENOVO ideapad 320"
],
"services": [
"AMAZON",
"BDC",
"BM",
"HSBC",
"WELANDLINE"
],
"services_categories": {
"AMAZON": "E-commerce",
"BDC": "Bank",
"BM": "Bank",
"HSBC": "Bank",
"WELANDLINE": "Telecom"
},
"sms_info": 12,
"spending_amount": {
"WELANDLINE": 540.0
},
"telcos_avg_amount": 45.0,
"telecos_count": 2,
"total_avg_monthly_spending": 520.01,
"total_spending": {
"BDC": 200.0,
"BM": 3500.0,
"HSBC": 2000.0,
"WELANDLINE": 540.0
}
}