A Criminologist's Guide to R

A Criminologist's Guide to R PDF Author: Jacob Kaplan
Publisher: CRC Press
ISBN: 1000629007
Category : Mathematics
Languages : en
Pages : 415

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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.

A Criminologist's Guide to R

A Criminologist's Guide to R PDF Author: Jacob Kaplan
Publisher: CRC Press
ISBN: 1000629007
Category : Mathematics
Languages : en
Pages : 415

Get Book

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.

The Crime Numbers Game

The Crime Numbers Game PDF Author: John A. Eterno
Publisher: CRC Press
ISBN: 1466551704
Category : Law
Languages : en
Pages : 317

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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

Crime of Numbers

Crime of Numbers PDF Author: Fuat Dundar
Publisher: Routledge
ISBN: 1351525034
Category : History
Languages : en
Pages : 243

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

A Beginner’s Guide to Statistics for Criminology and Criminal Justice Using R PDF Author: Alese Wooditch
Publisher: Springer Nature
ISBN: 3030506258
Category : Social Science
Languages : en
Pages : 342

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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).

Comic Book Crime

Comic Book Crime PDF Author: Nickie D. Phillips
Publisher: NYU Press
ISBN: 0814764525
Category : Social Science
Languages : en
Pages : 298

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Book Description
Superman, Batman, Daredevil, and Wonder Woman are iconic cultural figures that embody values of order, fairness, justice, and retribution. Comic Book Crime digs deep into these and other celebrated characters, providing a comprehensive understanding of crime and justice in contemporary American comic books. This is a world where justice is delivered, where heroes save ordinary citizens from certain doom, where evil is easily identified and thwarted by powers far greater than mere mortals could possess. Nickie Phillips and Staci Strobl explore these representations and show that comic books, as a historically important American cultural medium, participate in both reflecting and shaping an American ideological identity that is often focused on ideas of the apocalypse, utopia, retribution, and nationalism. Through an analysis of approximately 200 comic books sold from 2002 to 2010, as well as several years of immersion in comic book fan culture, Phillips and Strobl reveal the kinds of themes and plots popular comics feature in a post-9/11 context. They discuss heroes’ calculations of “deathworthiness,” or who should be killed in meting out justice, and how these judgments have as much to do with the hero’s character as they do with the actions of the villains. This fascinating volume also analyzes how class, race, ethnicity, gender, and sexual orientation are used to construct difference for both the heroes and the villains in ways that are both conservative and progressive. Engaging, sharp, and insightful, Comic Book Crime is a fresh take on the very meaning of truth, justice, and the American way.

The Mob's Daily Number

The Mob's Daily Number PDF Author: Don Liddick
Publisher:
ISBN:
Category : Social Science
Languages : en
Pages : 216

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Book Description
Notwithstanding state-run lotteries, and some academicians predictions, illegal numbers gambling continues to thrive. Collating data from police reports, government documents, interviews, and other sources, Liddick (affiliation unspecified) reviews the relevant literature; constructs a sociopolitical history of this key organized crime enterprise; and analyzes such factors as the structure of the gambling market, the law enforcement response, and the impact of numbers gambling on communities. Appends a narrative detailing such operations in New York City, 1960-1969, with tables on Cosa Nostra "family bank" affiliations and territories. Annotation copyrighted by Book News, Inc., Portland, OR

Popular Crime

Popular Crime PDF Author: Bill James
Publisher: Simon and Schuster
ISBN: 141655274X
Category : History
Languages : en
Pages : 514

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Book Description
Originally published: 2011. With new addendum.

Sex, Drugs, and Body Counts

Sex, Drugs, and Body Counts PDF Author: Peter Andreas
Publisher: Cornell University Press
ISBN: 0801457068
Category : Social Science
Languages : en
Pages : 299

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Book Description
At least 200,000-250,000 people died in the war in Bosnia. "There are three million child soldiers in Africa." "More than 650,000 civilians have been killed as a result of the U.S. occupation of Iraq." "Between 600,000 and 800,000 women are trafficked across borders every year." "Money laundering represents as much as 10 percent of global GDP." "Internet child porn is a $20 billion-a-year industry." These are big, attention-grabbing numbers, frequently used in policy debates and media reporting. Peter Andreas and Kelly M. Greenhill see only one problem: these numbers are probably false. Their continued use and abuse reflect a much larger and troubling pattern: policymakers and the media naively or deliberately accept highly politicized and questionable statistical claims about activities that are extremely difficult to measure. As a result, we too often become trapped by these mythical numbers, with perverse and counterproductive consequences. This problem exists in myriad policy realms. But it is particularly pronounced in statistics related to the politically charged realms of global crime and conflict-numbers of people killed in massacres and during genocides, the size of refugee flows, the magnitude of the illicit global trade in drugs and human beings, and so on. In Sex, Drugs, and Body Counts, political scientists, anthropologists, sociologists, and policy analysts critically examine the murky origins of some of these statistics and trace their remarkable proliferation. They also assess the standard metrics used to evaluate policy effectiveness in combating problems such as terrorist financing, sex trafficking, and the drug trade.

The Numbers Behind NUMB3RS

The Numbers Behind NUMB3RS PDF Author: Keith Devlin
Publisher: Penguin
ISBN: 1101213469
Category : Mathematics
Languages : en
Pages : 256

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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.

Rape by the Numbers

Rape by the Numbers PDF Author: Ethan Czuy Levine
Publisher: Critical Issues in Crime and S
ISBN: 9781978823631
Category : Social Science
Languages : en
Pages : 236

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Book Description
Rape by the Numbers explores scientists' approaches to studying rape over more than forty years in the United States and Canada. In addition to investigating how scientists come to know the scope, causes, and consequences of rape, this book delves into the politics of rape research. Scholars who study rape often face a range of social pressures and resource constraints, including some that are unique to feminized and politicized fields of inquiry. Collectively, these matters have far-reaching consequences.