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Network measures used in social network analysis

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Dragan Gasevic
Dragan Gasevic

Definition of measures (diameter, density, degree centrality, in-degree centrality, out-degree centrality, betweenness centrality, closeness centrality) used in social network analysis. The presentation is prepared by Dragan Gasevic for DALMOOC.

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Network Measures Dragan Gašević @dgasevic
Network Mike Jill Emma Liz Bob John Shane Leah Allen Lisa
Diameter Mike Jill Emma Liz Bob John Shane Leah Allen Lisa
Density Mike Jill Emma Liz Bob John Shane Leah Allen Lisa n = 10, PC = 10*9/2 = 45 Density = 18/45 = 0.4
Degree Centrality Mike Jill Emma Liz Bob John Shane Leah Allen Lisa
In-degree centrality Mike Jill Emma Liz Bob John Shane Leah a.k.a. popularity or prestige Allen Lisa
Out-degree centrality Mike Jill Emma Liz Bob John Shane Leah a.k.a. gregariousness Allen Lisa
Betweenness centrality Mike Jill Emma Liz Bob John Shane Leah a.k.a. network broker Allen Lisa
Closeness centrality Mike Jill Emma Liz Bob John Shane Leah Allen Lisa
Closeness Centrality Mike Jill Emma Liz Bob John Shane Leah Allen Lisa

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Network measures used in social network analysis