Social Network Analysis in R: A Software Review

Author:

Adhikari Samrachana1,Dabbs Beau2

Affiliation:

1. Harvard Medical School

2. Lawrence Livermore National Laboratory

Abstract

In education research, social network analysis is being widely used to study different interactions and their overall implications. Recently, there has also been a surge in the development of software tools to implement social network analysis. In this article, we review two popular R packages, igraph and statnet suite, in the context of network summarization and modeling. We discuss different aspects of these packages and demonstrate some of their functionalities by analyzing a friendship network of lawyers. Finally, we end with recommendations for using these packages along with pointers to additional resources for network analysis in R.

Publisher

American Educational Research Association (AERA)

Subject

Social Sciences (miscellaneous),Education

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