{
  "basic_information": {
    "age": 19,
    "gender": "Female",
    "occupation": "Automotive technology student"
  },
  "driving_experience": "2 years",
  "driving_frequency_per_week": "8 to 12 h",
  "driving_purposes": [
    "Commuting to campus",
    "Part-time work at an auto shop"
  ],
  "driving_habits_preferences": [
    "Checks traffic updates before departure to avoid slow routes",
    "Keeps a moderate following gap rather than an overly conservative one",
    "Maintains brisk but controlled acceleration when traffic opens"
  ],
  "health_and_driving_records": {
    "health_conditions": "None",
    "accidents_last_5_years": "None"
  },
  "driving_style": "Assertive",
  "international_driving_experience": "None"
}