Social Network Analysis: A Primer, a Guide and a Tutorial in R

Mohammed Saqr, Sonsoles López-Pernas, Miguel Ángel Conde-González and Ángel Hernández-García
Learning Analytics Methods and Tutorials, 2024(2024), pp. 491--518

Abstract

This chapter introduces the concept and methods of social network analysis (SNA) with a detailed guide to analysis with real world data using the R programming language. The chapter first introduces the basic concepts and types of networks. Then the chapter goes through a detailed step by step analysis of networks, computation of graph level measures as well as centralities with a concise interpretation in a collaborative environment. The chapter concludes with a discussion of network analysis, next steps as well as a list of further readings. © The Editor(s) (if applicable) and The Author(s) 2024. This book is an open access publication.

Affiliations

School of Computing, University of Eastern Finland, Joensuu, Finland; Robotics Research Group, Engineering School, University of León, León, Spain; Universidad Politécnica de Madrid, Madrid, Spain