{
  "basic_information": {
    "age": 48,
    "gender": "Female",
    "occupation": "Small business owner"
  },
  "driving_experience": "8 years",
  "driving_frequency_per_week": "15 to 20 h",
  "driving_purposes": [
    "Night-shift commute under schedule pressure",
    "Professional driving and deliveries"
  ],
  "driving_habits_preferences": [
    "Checks traffic updates to keep the fastest moving route",
    "Changes lanes proactively to avoid slow traffic",
    "Maintains confident highway speed and decisive acceleration"
  ],
  "health_and_driving_records": {
    "health_conditions": "Mild back pain (managed)",
    "accidents_last_5_years": "None"
  },
  "driving_style": "Aggressive",
  "international_driving_experience": "Driven in Mexico on vacations"
}