{
  "basic_information": {
    "age": 20,
    "gender": "Male",
    "occupation": "Electrician"
  },
  "driving_experience": "1 years",
  "driving_frequency_per_week": "10 to 15 h",
  "driving_purposes": [
    "Business site visits",
    "Visiting friends and family"
  ],
  "driving_habits_preferences": [
    "Comfortable in dense urban traffic without forcing gaps",
    "Uses navigation apps to maintain steady trip efficiency",
    "Keeps moderate spacing and avoids unnecessary aggressive passing"
  ],
  "health_and_driving_records": {
    "health_conditions": "Seasonal allergies",
    "accidents_last_5_years": "None"
  },
  "driving_style": "Balanced",
  "international_driving_experience": "Occasional rentals in Canada"
}