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Big Data Science for Criminology and the Social Sciences

From Case Studies to Theory
Buch | Hardcover
250 Seiten
2025
Chapman & Hall/CRC (Verlag)
978-1-4987-8865-6 (ISBN)
95,95 inkl. MwSt
There is an increasing prevalence of large and complex datasets within the social sciences, and notably criminology in recent years. This data explosion has led to the development of specialized techniques for extracting information from such data. This book presents an introduction to "Big Data Science" for criminology and the social sciences, taking a case study-based approach to explaining the concepts. The theory is introduced as needed to answer scientific questions based on real data problems in the application areas. Some R and Python code is included to give support with implementation of the methods.

Marcello Trovati (Department of Computing and Mathematics, University of Derby, UK), Fionn Murtagh (Goldsmiths University of London, United Kingdom), Richard Hill, Philip Hodgson, Philip Burton-Cartledge, Michael Teague, Charlotte Hargreaves.

Part 1: Big Data for Criminology, Criminal Justice and Sociology. Chapter 1: Criminology; Chapter 2: Sociology; Part 2: Big Data Science. Chapter 3: Big Data Science; Chapter 4: Visualisation of Big Data. Appendices: Probability; Statistics; Statistical Sampling; Network Theory; Information Theory.

Erscheint lt. Verlag 30.4.2025
Zusatzinfo 50 Illustrations, black and white
Sprache englisch
Maße 156 x 234 mm
Gewicht 453 g
Themenwelt Geisteswissenschaften Psychologie Allgemeine Psychologie
Mathematik / Informatik Informatik Datenbanken
Mathematik / Informatik Mathematik
Recht / Steuern Strafrecht Kriminologie
Sozialwissenschaften Soziologie Empirische Sozialforschung
ISBN-10 1-4987-8865-3 / 1498788653
ISBN-13 978-1-4987-8865-6 / 9781498788656
Zustand Neuware
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