Social Network Analysis: A Primer, a Guide and a Tutorial in R
Mohammed Saqr, Sonsoles López‐Pernas, Miguel Á. Conde, Ángel Hernández-García
Abstract
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.
Topics & Concepts
Primer (cosmetics)Social network analysisSociologyComputer scienceWorld Wide WebPhysicsSocial mediaThermodynamicsComplex Network Analysis TechniquesMental Health Research TopicsOpinion Dynamics and Social Influence