In this study, we present both data mining and information visualization techniques to identify accident-prone areas, most accident-prone time, day, and month. Also, we surveyed among volunteers to understand which visualization techniques help non-expert users to understand the findings better. Findings of this study suggest that most accidents occur in the dusk (i.e., between 6 to 7 pm), and on Fridays. Results also suggest that most accidents occurred in October, which is a popular month for tourism. These findings are consistent with social information and can help policymakers, residents, tourists, and other law enforcement agencies. This study can be extended to draw broader implications.

翻译：在这项研究中,我们介绍了数据挖掘和信息可视化技术,以确定事故易发地区,最容易发生事故的时间、日、月。此外,我们还在志愿者中进行了调查,以了解哪些可视化技术有助于非专家用户更好地了解调查结果。研究结果表明,大多数事故发生在黄昏(即下午6时至7时)和星期五。研究结果还表明,大多数事故发生在10月,这是旅游热门月。这些调查结果与社会信息是一致的,可以帮助决策者、居民、游客和其他执法机构。这项研究可以扩大范围,以产生更广泛的影响。