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A Criminologist's Guide to R : Crime by the Numbers.
・ISBN 978-1-032-24407-5 hard GB£ 103.99
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電子版あり 大学・学術機関向け電子ブック（eBook）ISBN 978-1-003-27921-1
| 著者・編者 | Kaplan, Jacob, |
|---|---|
| シリーズ | Chapman & Hall/CRC The R Series |
| 出版社 | (Chapman & Hall / CRC, US) |
| 出版年月 | 2022.07 |
| ページ数 | 410 pp. |
| 言語 | ENG |
| ニュース番号 | ＜675-562＞ |
解説
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.