Unfit safety status and overload are also found to be significant factors relating to traffic violations. For environmental factors, street light condition, weather condition, visibility level, whether it was a weekend, time of day and the year of the accident are identified as significant factors associated with traffic violations. Specifically, no street lighting, bad visibility, weekends and the hours 7:00–8:59 and 17:00–19:59 present a higher risk of traffic violation.