Statistical Physics of Language Maps in the USA
arXiv:1811.08788 · doi:10.1103/PhysRevE.99.032305
Abstract
Spatial linguistic surveys often reveal well defined geographical zones where certain linguistic forms are dominant over their alternatives. It has been suggested that these patterns may be understood by analogy with coarsening in models of two dimensional physical systems. Here we investigate this connection by comparing data from the Cambridge Online Survey of World Englishes to the behaviour of a generalised zero temperature Potts model with long range interactions. The relative displacements of linguistically similar population centres reveals enhanced east-west affinity. Cluster analysis reveals three distinct linguistic zones. We find that when the interaction kernel is made anisotropic by stretching along the east-west axis, the model can reproduce the three linguistic zones for all interaction parameters tested. The model results are consistent with a view held by some linguists that, in the USA, language use is, or has been, exchanged or transmitted to a greater extent along the east-west axis than the north-south.
arXiv comment9 pages
References in corpus (14)
- Understanding individual human mobility patterns
- Statistical physics of social dynamics
- Theory of Phase Ordering Kinetics
- Dynamics of Majority Rule
- Critical Coarsening without Surface Tension: the Voter Universality Class
- Stochastic Models of Evolution in Genetics, Ecology and Linguistics
- Languages cool as they expand: Allometric scaling and the decreasing need for new words
- Utterance Selection Model of Language Change
- Freezing into Stripe States in Two-Dimensional Ferromagnets and Crossing Probabilities in Critical Percolation
- Scaling laws and fluctuations in the statistics of word frequencies
- Influence of long-range interactions on the critical behavior of the Ising model
- Spatial evolution of human dialects
- English verb regularization in books and tweets
- Birdsong dialect patterns explained using magnetic domains