Upload data.py

data.py

@@ -0,0 +1,296 @@
+import json
+import pandas as pd
+data_json = '''
+[
+    {
+        "user_id": 1,
+        "bankStatement": {
+            "accountHolder": "John Doe",
+            "bank": "Example Bank",
+            "accountNumber": "123-456-789",
+            "statementPeriod": "01/08/2023 - 31/08/2023",
+            "transactions": [
+                {
+                    "date": "01/08/2023",
+                    "description": "Opening Balance",
+                    "debit": 100,
+                    "credit": 0,
+                    "balance": 5000
+                },
+                {
+                    "date": "02/08/2023",
+                    "description": "ATM Withdrawal",
+                    "debit": 200,
+                    "credit": 0,
+                    "balance": 4800
+                },
+                {
+                    "date": "10/08/2023",
+                    "description": "Grocery Shopping",
+                    "debit": 50,
+                    "credit": 0,
+                    "balance": 4750
+                },
+                {
+                    "date": "15/08/2023",
+                    "description": "Salary Deposit",
+                    "debit": 0,
+                    "credit": 3000,
+                    "balance": 7750
+                },
+                {
+                    "date": "20/08/2023",
+                    "description": "Utility Bill Payment",
+                    "debit": 100,
+                    "credit": 0,
+                    "balance": 7650
+                },
+                {
+                    "date": "1/09/2023",
+                    "description": "Online Purchase",
+                    "debit": 300,
+                    "credit": 0,
+                    "balance": 7620
+                },
+                {
+                    "date": "10/09/2023",
+                    "description": "Rent Payment",
+                    "debit": 1500,
+                    "credit": 0,
+                    "balance": 6120
+                }
+            ]
+        },
+        "investmentStatement": {
+            "accountHolder": "John Doe",
+            "investmentFirm": "Example Investments",
+            "accountNumber": "INV-123456",
+            "statementPeriod": "01/08/2023 - 31/10/2023",
+            "transactions": [
+                {
+                    "date": "01/08/2023",
+                    "description": "Opening Balance",
+                    "buy": 100,
+                    "sell": 0,
+                    "dividends": 10,
+                    "balance": 10000
+                },
+                {
+                    "date": "05/08/2023",
+                    "description": "Buy ABC Corp Shares",
+                    "buy": 400,
+                    "sell": 0,
+                    "dividends": 50,
+                    "balance": 9600
+                },
+                {
+                    "date": "12/09/2023",
+                    "description": "Sell XYZ Corp Shares",
+                    "buy": 290,
+                    "sell": 300,
+                    "dividends": 100,
+                    "balance": 9900
+                },
+                {
+                    "date": "18/09/2023",
+                    "description": "Dividend Income",
+                    "buy": 0,
+                    "sell": 0,
+                    "dividends": 200,
+                    "balance": 10100
+                },
+                {
+                    "date": "25/10/2023",
+                    "description": "Buy DEF Corp Shares",
+                    "buy": 200,
+                    "sell": 0,
+                    "dividends": 290,
+                    "balance": 10300
+                },
+                {
+                    "date": "31/10/2023",
+                    "description": "Sell PQR Corp Shares",
+                    "buy": 0,
+                    "sell": 500,
+                    "dividends": 0,
+                    "balance": 10800
+                },
+                {
+                    "date": "31/10/2023",
+                    "description": "Buy MNO Corp Shares",
+                    "buy": 300,
+                    "sell": 0,
+                    "dividends": 180,
+                    "balance": 11100
+                }
+            ]
+        },
+        "debts": [
+            {
+                "creditor": "Credit Card Company",
+                "debtType": "Credit Card Debt",
+                "amount": 4000,
+                "interestRate": 0.18,
+                "dueDate": "15/09/2023"
+            },
+            {
+                "creditor": "Student Loan Provider",
+                "debtType": "Student Loan",
+                "amount": 12000,
+                "interestRate": 0.05,
+                "dueDate": "30/06/2024"
+            }
+        ],
+        "savingsRate": 0.20,
+        "retirementAge": 65,
+        "lifeExpectancy": 85,
+        "currentAge": 40,
+        "investmentReturns": 0.07
+    },
+    {
+        "user_id": 2,
+        "bankStatement": {
+            "accountHolder": "Jane Smith",
+            "bank": "Example Bank",
+            "accountNumber": "987-654-321",
+            "statementPeriod": "01/08/2023 - 31/08/2023",
+            "transactions": [
+                {
+                    "date": "01/08/2023",
+                    "description": "Opening Balance",
+                    "debit": 0,
+                    "credit": 0,
+                    "balance": 7500
+                },
+                {
+                    "date": "05/08/2023",
+                    "description": "Salary Deposit",
+                    "debit": 0,
+                    "credit": 3000,
+                    "balance": 10500
+                },
+                {
+                    "date": "10/08/2023",
+                    "description": "Grocery Shopping",
+                    "debit": 70,
+                    "credit": 0,
+                    "balance": 10430
+                },
+                {
+                    "date": "15/09/2023",
+                    "description": "Utility Bill Payment",
+                    "debit": 80,
+                    "credit": 0,
+                    "balance": 10350
+                },
+                {
+                    "date": "20/08/2023",
+                    "description": "Online Purchase",
+                    "debit": 40,
+                    "credit": 0,
+                    "balance": 10310
+                },
+                {
+                    "date": "28/09/2023",
+                    "description": "Car Loan Payment",
+                    "debit": 800,
+                    "credit": 0,
+                    "balance": 9510
+                },
+                {
+                    "date": "31/10/2023",
+                    "description": "Dining Out",
+                    "debit": 100,
+                    "credit": 0,
+                    "balance": 9410
+                }
+            ]
+        },
+        "investmentStatement": {
+            "accountHolder": "Jane Smith",
+            "investmentFirm": "Example Investments",
+            "accountNumber": "INV-987654",
+            "statementPeriod": "01/08/2023 - 31/08/2023",
+            "transactions": [
+                {
+                    "date": "01/08/2023",
+                    "description": "Opening Balance",
+                    "buy": 0,
+                    "sell": 0,
+                    "dividends": 150,
+                    "balance": 12000
+                },
+                {
+                    "date": "05/08/2023",
+                    "description": "Buy ABC Corp Shares",
+                    "buy": 600,
+                    "sell": 0,
+                    "dividends": 200,
+                    "balance": 11400
+                },
+                {
+                    "date": "12/08/2023",
+                    "description": "Sell XYZ Corp Shares",
+                    "buy": 0,
+                    "sell": 400,
+                    "dividends": 50,
+                    "balance": 11800
+                },
+                {
+                    "date": "18/08/2023",
+                    "description": "Dividend Income",
+                    "buy": 0,
+                    "sell": 0,
+                    "dividends": 250,
+                    "balance": 12050
+                },
+                {
+                    "date": "25/08/2023",
+                    "description": "Buy DEF Corp Shares",
+                    "buy": 300,
+                    "sell": 0,
+                    "dividends": 120,
+                    "balance": 11750
+                },
+                {
+                    "date": "10/09/2023",
+                    "description": "Sell PQR Corp Shares",
+                    "buy": 0,
+                    "sell": 700,
+                    "dividends": 70,
+                    "balance": 12450
+                },
+                {
+                    "date": "1/09/2023",
+                    "description": "Buy MNO Corp Shares",
+                    "buy": 200,
+                    "sell": 0,
+                    "dividends": 20,
+                    "balance": 12650
+                }
+            ]
+        },
+        "debts": [
+            {
+                "creditor": "Credit Card Company",
+                "debtType": "Credit Card Debt",
+                "amount": 2500,
+                "interestRate": 0.15,
+                "dueDate": "20/11/2023"
+            },
+            {
+                "creditor": "Auto Loan Provider",
+                "debtType": "Auto Loan",
+                "amount": 8000,
+                "interestRate": 0.07,
+                "dueDate": "05/04/2025"
+            }
+        ],
+        "savingsRate": 0.25,
+        "retirementAge": 68,
+        "lifeExpectancy": 90,
+        "currentAge": 45,
+        "investmentReturns": 0.08
+    }
+]
+'''