title: Geographic constraints on social network groups.
abstract: Social groups are fundamental building blocks of human societies. While our social interactions have always been constrained by geography, it has been impossible, due to practical difficulties, to evaluate the nature of this restriction on social group structure. We construct a social network of individuals whose most frequent geographical locations are also known. We also classify the individuals into groups according to a community detection algorithm. We study the variation of geographical span for social groups of varying sizes, and explore the relationship between topological positions and geographic positions of their members. We find that small social groups are geographically very tight, but become much more clumped when the group size exceeds about 30 members. Also, we find no correlation between the topological positions and geographic positions of individuals within network communities. These results suggest that spreading processes face distinct structural and spatial constraints.
authors.affiliation: Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts, United States of America. onnela@med.harvard.edu
authors.forename: Jukka-Pekka
authors.initials: JP
authors.lastname: Onnela
authors.forename: Samuel
authors.initials: S
authors.lastname: Arbesman
authors.forename: Marta C
authors.initials: MC
authors.lastname: González
authors.forename: Albert-László
authors.initials: AL
authors.lastname: Barabási
authors.forename: Nicholas A
authors.initials: NA
authors.lastname: Christakis
mesh_terms: D019058:Community Networks; D005843:Geography; D011336:Probability; D012944:Social Support