A Criminologist's Guide to R


Book Description

This book introduces the programming language R and covers the necessary skills to conduct quantitative research in criminology. By the end, 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.




The Crime Numbers Game


Book Description

In the mid-1990s, the NYPD created a performance management strategy known as Compstat. It consisted of computerized data, crime analysis, and advanced crime mapping coupled with middle management accountability and crime strategy meetings with high-ranking decision makers. While initially credited with a dramatic reduction in crime, questions quic




The Numbers Behind NUMB3RS


Book Description

The companion to the hit CBS crime series Numb3rs presents the fascinating way mathematics is used to fight real-life crime Using the popular CBS prime-time TV crime series Numb3rs as a springboard, Keith Devlin (known to millions of NPR listeners as the Math Guy on NPR's Weekend Edition with Scott Simon) and Gary Lorden (the principal math advisor to Numb3rs) explain real-life mathematical techniques used by the FBI and other law enforcement agencies to catch and convict criminals. From forensics to counterterrorism, the Riemann hypothesis to image enhancement, solving murders to beating casinos, Devlin and Lorden present compelling cases that illustrate how advanced mathematics can be used in state-of-the-art criminal investigations.




A Beginner’s Guide to Statistics for Criminology and Criminal Justice Using R


Book Description

This book provides hands-on guidance for researchers and practitioners in criminal justice and criminology to perform statistical analyses and data visualization in the free and open-source software R. It offers a step-by-step guide for beginners to become familiar with the RStudio platform and tidyverse set of packages. This volume will help users master the fundamentals of the R programming language, providing tutorials in each chapter that lay out research questions and hypotheses centering around a real criminal justice dataset, such as data from the National Survey on Drug Use and Health, National Crime Victimization Survey, Youth Risk Behavior Surveillance System, The Monitoring the Future Study, and The National Youth Survey. Users will also learn how to manipulate common sources of agency data, such as calls-for-service (CFS) data. The end of each chapter includes exercises that reinforce the R tutorial examples, designed to help master the software as well as to provide practice on statistical concepts, data analysis, and interpretation of results. The text can be used as a stand-alone guide to learning R or it can be used as a companion guide to an introductory statistics textbook, such as Basic Statistics in Criminal Justice (2020).




Crime of Numbers


Book Description

Statistics have played an important role in the recognition of the Armenian question on the international landscape as well as its "definitive solution" resulting in the Armenian genocide. The importance of statistics first surfaced at the Congress of Berlin in 1878, where differences in the approach toward numbers between the Armenian and the Ottoman Empire, and the role of statistics within the Ottoman state apparatus, became an issue. At that international gathering, the Armenian question was considered part of the "Eastern Question" paradigm of Western diplomacy. It would soon become a code word for the question of "civilization" itself. Those administering the multi-ethnic Ottoman Empire perceived the Armenian issue not only through ethnic and religious perspectives, but also through statistics. As Dundar shows, statistics became the vehicle through which the Ottoman state apparatus was forced to include non-Muslim populations of the Empire in the state apparatuses and local councils. This occurred long before the Armenian question surfaced. The aim of Ottoman reforms was to ensure that all communities participated in the affairs of the state and that such participation was proportionate to their numbers. Through its role in these reforms, statistics emerged as a constant matter of debate in the Armenian question. As a result of the Armenian genocide, the statistical record has become quite sensitive. Today, accounting for the numbers of Armenians murdered in 1915 usually means calculating the number of Armenians who were massacred or died of other causes such as disease, hunger, exhaustion, and the like during deportations or immediately after. This is a work of brilliant archival history and imaginatively uses social statistics.




A Criminologist's Guide to R


Book Description

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.







Applied Crime Analysis


Book Description

Applied Crime Analysis covers all aspects of crime analysis for private sector businesses including examining the frequency of crimes, the nature of these crimes, the day and time of the incident, the risk to a property and its inhabitants, and the objective analysis of preventative security measures in place. Applied Crime Analysis compares data sources used in conducting crime analysis and explores ways to organize statistical data, crime analysis methodologies, crime prevention theories, and methods of determining patterns and trends. By explaining the significance of crime statistics relative to crime prevention theory and techniques, the book provides readers with a clear, strategic plan to implement crime prevention programs and security resources. Discusses crime analysis techniques and theories in detail Covers all aspects of crime analysis for private sector businesses Uses fictional case studies found throughout chapters that help readers apply statistical data to practical, everyday use




The Great American Crime Decline


Book Description

Many theories--from the routine to the bizarre--have been offered up to explain the crime decline of the 1990s. Was it record levels of imprisonment? An abatement of the crack cocaine epidemic? More police using better tactics? Or even the effects of legalized abortion? And what can we expect from crime rates in the future? Franklin E. Zimring here takes on the experts, and counters with the first in-depth portrait of the decline and its true significance. The major lesson from the 1990s is that relatively superficial changes in the character of urban life can be associated with up to 75% drops in the crime rate. Crime can drop even if there is no major change in the population, the economy or the schools. Offering the most reliable data available, Zimring documents the decline as the longest and largest since World War II. It ranges across both violent and non-violent offenses, all regions, and every demographic. All Americans, whether they live in cities or suburbs, whether rich or poor, are safer today. Casting a critical and unerring eye on current explanations, this book demonstrates that both long-standing theories of crime prevention and recently generated theories fall far short of explaining the 1990s drop. A careful study of Canadian crime trends reveals that imprisonment and economic factors may not have played the role in the U.S. crime drop that many have suggested. There was no magic bullet but instead a combination of factors working in concert rather than a single cause that produced the decline. Further--and happily for future progress, it is clear that declines in the crime rate do not require fundamental social or structural changes. Smaller shifts in policy can make large differences. The significant reductions in crime rates, especially in New York, where crime dropped twice the national average, suggests that there is room for other cities to repeat this astounding success. In this definitive look at the great American crime decline, Franklin E. Zimring finds no pat answers but evidence that even lower crime rates might be in store.




Fixing Broken Windows


Book Description

Cites successful examples of community-based policing.