config.json

{
    "num_transactions": 1000,
    "start_date": "2023-01-01",
    "end_date": "2023-12-31",
    "irregularities": {
        "high_amount": {
            "count": 10
        },
        "frequency_change": {
            "count": 10
        },
        "double_spend": {
            "count": 10
        },
        "missing_id": {
            "count": 2
        },
        "incorrect_date": {
            "count": 8
        },
        "mismatched_description": {
            "count": 10
        },
        "wrong_account": {
            "count": 10
        },
        "personal_expense": {
            "count": 10
        },
        "benford_violation": {
            "count": 10
        },
        "subtle_skimming": {
            "count": 10
        },
        "seasonal_anomaly": {
            "count": 10
        },
        "round_number_bias": {
            "count": 10
        },
        "cumulative_irregularity": {
            "enabled": true,
            "count": 10,
            "threshold": 0.005
        }
    },
    "vendors": [
        "ABC Office Supplies",
        "XYZ Tech Solutions",
        "123 Cleaning Services"
    ],
    "personal_vendors": [
        "Luxury Resort & Spa",
        "Designer Clothing Co.",
        "Gourmet Restaurant"
    ],
    "personal_expense_descriptions": [
        "Team Building Retreat",
        "Client Entertainment",
        "Office Decor"
    ],
    "recurring_transactions": [
        {
            "vendor": "City Power & Utilities",
            "amount": 500,
            "day": 15,
            "description": "Monthly Utility Bill"
        },
        {
            "vendor": "Prime Office Rentals",
            "amount": 2000,
            "day": 1,
            "description": "Office Rent"
        }
    ]
}