Modeling Users' Activity on Twitter Networks: Validation of Dunbar's Number
Indiana University Bloomington · Institute for Scientific Interchange
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'…
Citation impact
- FWCI
- 36.14
- Percentile
- 100%
- References
- 24
Authors
3Topics & keywords
- Microblogging
- Social media
- Computer science
- Cognition
- Limit (mathematics)
- Simple (philosophy)
- Queueing theory
- Data science