Jacob Kaplan

A Criminologist's Guide to R (eBook, PDF)

Crime by the Numbers

• Format: PDF

Produktbeschreibung

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.

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Produktdetails

• Verlag: Taylor & Francis eBooks
• Seitenzahl: 432
• Erscheinungstermin: 15. Dezember 2022
• Englisch
• ISBN-13: 9781000628944
• Artikelnr.: 66415539

Autorenporträt

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.