Memphis, Tennessee is one of the cities with highest crime rate in the United States. In this work, we explore the relationship between road infrastructure, especially potholes, and crimes. The pothole and crime data are collected from Memphis Data Hub between 2020 and 2022. The crime data report various crimes in the Memphis area, which contain the location, time, and type of the crime. The pothole data is part of the Open 311 data, which contains information of different infrastructure projects, including the location of the project, and the starting and ending dates of the project. We focus on infrastructure projects regarding pothole repairs.
翻译:田纳西州孟菲斯是美国犯罪率最高的城市之一。 在这项工作中,我们探讨了道路基础设施,特别是坑洞和犯罪之间的关系。坑洞和犯罪数据在2020年至2022年期间从孟菲斯数据中心收集。犯罪数据报告了孟菲斯地区的各种犯罪,其中包括犯罪的地点、时间和类型。坑洞数据是Open 311数据的一部分,其中载有不同基础设施项目的信息,包括项目的地点以及项目的启动和结束日期。我们侧重于有关坑洞修复的基础设施项目。