skip to main content
10.1145/3624875.3624887acmotherconferencesArticle/Chapter ViewAbstractPublication PagesmisncConference Proceedingsconference-collections
research-article

Mining COVID-19 and NJ Crimes

Published:16 October 2023Publication History

ABSTRACT

The COVID-19 pandemic which took the world by storm in 2020 had a profound impact on societies across the world. New Jersey was not immune to the crisis. Between the confusion-induced panic of the unknown surrounding the pandemic, the mass layoffs, the lockdowns, and the growing economic pains, New Jersey experienced a spike in crime. This research study aimed to explore the relationship between the COVID-19 pandemic and crime rates in New Jersey counties during the year 2020, while also comparing the crime rates of 2020 to the previous year. Using publicly available data on COVID-19 case cases [1] and crime rates from official government sources [2] [3], we deployed crucial data mining techniques such as outlier detection and the Pearson Correlation Coefficient to investigate any potential links between these two variables. It was concluded that there is a significant correlation between the effects of COVID and certain crime rates in New Jersey counties. Furthermore, it was determined there was a significant change in crime rates from 2019 to 2020 which can be attributed to the Covid-19 pandemic.

References

  1. “US counties COVID 19 dataset.” https://www.kaggle.com/datasets/fireballbyedimyrnmom/us-counties-covid-19-dataset (accessed Apr. 14, 2023).Google ScholarGoogle Scholar
  2. “CDE.” https://cde.ucr.cjis.gov/LATEST/webapp/#/pages/explorer/crime/crime-trend (accessed Apr. 30, 2023).Google ScholarGoogle Scholar
  3. “Uniform Crime Reports | New Jersey State Police.” https://nj.gov/njsp/ucr/uniform-crime-reports.shtml (accessed Apr. 14, 2023).Google ScholarGoogle Scholar
  4. Meyer, M., Hassafy, A., Lewis, G., Shrestha, P., Haviland, A. M., & Nagin, D. S. (2022). Changes in Crime Rates during the COVID-19 Pandemic. Statistics and Public Policy, 9(1), 97–109. https://doi.org/10.1080/2330443X.2022.2071369Google ScholarGoogle ScholarCross RefCross Ref
  5. M. J. Mitchell and A. Blumstein, "Crime, Justice & the COVID-19 Pandemic: Toward a National Research Agenda," American Journal of Criminal Justice : AJCJ, vol. 45, (4), pp. 515-524, 2020. Available: https://kean.idm.oclc.org/login?url=, https://www.proquest.com/scholarly-journals/crime-justice-amp-covid-19-pandemic-toward/docview/2427536471/se-2. DOI: https://doi.org/10.1007/s12103-020-09555-zGoogle ScholarGoogle ScholarCross RefCross Ref
  6. M. E. Wojcik and D. W. Austin, "Criminal Justice and COVID-19," Crim. Justice, vol. 35, (3), pp. 44-48, 2020. Available: https://kean.idm.oclc.org/login?url=, https://www.proquest.com/trade-journals/criminal-justice-covid-19/docview/2478108770/se-2.Google ScholarGoogle Scholar
  7. Boman,John H.,,IV and G. Owen, "Has COVID-19 Changed Crime? Crime Rates in the United States during the Pandemic," American Journal of Criminal Justice : AJCJ, vol. 45, (4), pp.Google ScholarGoogle Scholar
  8. B. Stickle and M. Felson, "Crime Rates in a Pandemic: the Largest Criminological Experiment in History," American Journal of Criminal Justice : AJCJ, vol. 45, (4), pp. 525-536, 2020. Available: https://kean.idm.oclc.org/login?url=, https://www.proquest.com/scholarly-journals/crime-rates-pandemic-largest-criminological/docview/2427535047/se-2. DOI: https://doi.org/10.1007/s12103-020-09546-0Google ScholarGoogle ScholarCross RefCross Ref
  9. “Exploring New Jersey's 2019 Crime Totals: A City-by-City Analysis”Available:https://obi.kean.edu/∼okumueg/cgi-bin/CPS5721/2019crimes.pyGoogle ScholarGoogle Scholar
  10. “Exploring New Jersey's 2020 Crime Totals: A City-by-City Analysis”Available:https://obi.kean.edu/∼okumueg/cgi-bin/CPS5721/2020crimes.pyGoogle ScholarGoogle Scholar

Index Terms

  1. Mining COVID-19 and NJ Crimes
        Index terms have been assigned to the content through auto-classification.

        Recommendations

        Comments

        Login options

        Check if you have access through your login credentials or your institution to get full access on this article.

        Sign in
        • Published in

          cover image ACM Other conferences
          MISNC '23: Proceedings of the 10th Multidisciplinary International Social Networks Conference
          September 2023
          241 pages
          ISBN:9798400708176
          DOI:10.1145/3624875

          Copyright © 2023 ACM

          Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

          Publisher

          Association for Computing Machinery

          New York, NY, United States

          Publication History

          • Published: 16 October 2023

          Permissions

          Request permissions about this article.

          Request Permissions

          Check for updates

          Qualifiers

          • research-article
          • Research
          • Refereed limited

          Acceptance Rates

          Overall Acceptance Rate57of97submissions,59%
        • Article Metrics

          • Downloads (Last 12 months)10
          • Downloads (Last 6 weeks)2

          Other Metrics

        PDF Format

        View or Download as a PDF file.

        PDF

        eReader

        View online with eReader.

        eReader

        HTML Format

        View this article in HTML Format .

        View HTML Format