  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.
