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Social Network Analysis in R

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Ian Cook
Ian Cook

This document discusses loading social network data into R and performing social network analysis. It covers loading edge list data into igraph objects, visualizing networks using tkplot, calculating centrality measures like degree, betweenness, closeness and eigenvector centrality using functions from igraph, and identifying key actors by plotting eigenvector centrality against betweenness and examining residuals.

TechnologyBusiness
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Social Network Analysis in R Ian M. Cook (based on a presentation by Drew Conway at a NYC R Statistical Programming Meetup) June 23, 2011
Social Network Analysis in R June 23, 2011 Loading Social Network Data
Loading An Edgelist ,[object Object],[object Object],[object Object],Social Network Analysis in R June 23, 2011
Social Network Analysis in R June 23, 2011 Visualizing Social Networks
Tcl/Tk Network Graph ,[object Object],Social Network Analysis in R June 23, 2011
Social Network Analysis in R June 23, 2011 Finding Key Actors
Centrality Measures ,[object Object],[object Object],[object Object],[object Object],[object Object],Social Network Analysis in R June 23, 2011
Calculating Centrality Measures ,[object Object],Social Network Analysis in R June 23, 2011
Plot Eigenvector Centrality on Betweenness ,[object Object],[object Object],[object Object],Social Network Analysis in R June 23, 2011
Visualizing with ggplot2 ,[object Object],Social Network Analysis in R June 23, 2011

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