articlePLoS ONEAug 3, 2011GOLD OA

Modeling Users' Activity on Twitter Networks: Validation of Dunbar's Number

Indiana University Bloomington · Institute for Scientific Interchange

PubMed
Indexed inarxivcrossrefdoajpubmed

Abstract

Microblogging and mobile devices appear to augment human social capabilities, which raises the question whether they remove cognitive or biological constraints on human communication. In this paper we analyze a dataset of Twitter conversations collected across six months involving 1.7 million individuals and test the theoretical cognitive limit on the number of stable social relationships known as Dunbar's number. We find that the data are in agreement with Dunbar's result; users can entertain a maximum of 100-200 stable relationships. Thus, the 'economy of attention' is limited in the online world by cognitive and biological constraints as predicted by Dunbar's theory. We propose a simple model for users'…

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642
total citations
FWCI
36.14
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100%
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24
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Authors

3

Topics & keywords

Keywords
  • Microblogging
  • Social media
  • Computer science
  • Cognition
  • Limit (mathematics)
  • Simple (philosophy)
  • Queueing theory
  • Data science
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