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A Criminologist's Guide to R

A Criminologist's Guide to R


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About the Book

A Criminologist's Guide to R: Crime by the Numbers introduces the programming language R and covers the necessary skills to conduct quantitative research in criminology. By the end of this book, a person without any prior programming experience can take raw crime data, be able to clean it, visualize the data, present it using R Markdown, and change it to a format ready for analysis. A Criminologist's Guide to R focuses on skills specifically for criminology such as spatial joins, mapping, and scraping data from PDFs, however any social scientist looking for an introduction to R for data analysis will find this useful.

Key Features:

  • Introduction to RStudio including how to change user preference settings.
  • Basic data exploration and cleaning - subsetting, loading data, regular expressions, aggregating data.
  • Graphing with ggplot2.
  • How to make maps (hotspot maps, choropleth maps, interactive maps).
  • Webscraping and PDF scraping.
  • Project management - how to prepare for a project, how to decide which projects to do, best ways to collaborate with people, how to store your code (using git), and how to test your code.

About the Author:

Jacob Kaplan is the Chief Data Scientist of the Research on Policing Reform and Accountability (RoPRA), a multi-disciplinary, multi-institutional team of social scientists studying the feasibility and efficacy of policing reform, with a focus on statistically rigorous research and practical applications. His current appointment is at the Princeton School of Public and International Affairs. He holds a PhD and a master's degree in criminology from the University of Pennsylvania and a bachelor's degree in criminal justice from California State University, Sacramento. He is the author of several R packages that make it easier to work with data, including fastDummies and asciiSetupReader. He is also the author of books on the two primary criminal justice data sets: the FBI's Uniform Crime Reporting (UCR) Program Data, and the FBI's National Incident Based Reporting System (NIBRS) data.


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Product Details
  • ISBN-13: 9781032244075
  • Publisher: Taylor & Francis
  • Publisher Imprint: CRC Press
  • Height: 233 mm
  • No of Pages: 434
  • Series Title: Chapman & Hall/CRC the R
  • Sub Title: Crime by the Numbers
  • Width: 156 mm
  • ISBN-10: 1032244070
  • Publisher Date: 18 Aug 2022
  • Binding: Hardback
  • Language: English
  • Returnable: N
  • Spine Width: 0 mm
  • Weight: 864 gr


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