We investigate spatial patterns in mobile service consumption that emerge at national scale. Our investigation focuses on a representative
case study, i.e., France, where we find that: (i) the demand for popular mobile services is fairly uniform across the whole country, and only a reduced set of peculiar services (mainly operating system updates and long-lived video streaming) yields geographic diversity; (ii) even for such distinguishing services, the spatial heterogeneity of demands is limited, and a small set of consumption behaviours is sufficient to characterise most of the mobile service usage across the country; (iii) the spatial distribution of these behaviours correlates well with the urbanisation level, ultimately suggesting that the adoption of geographically-diverse mobile applications is linked to a dichotomy of cities and rural areas. We derive our results through the analysis of substantial measurement data collected by a major mobile network operator, leveraging an approach rooted in information theory that can be readily applied to other scenarios.
Singh, R., Fiore, M., Marina, M. K., Nordio, A., & Tarable, A. (2019). Urban Vibes and Rural Charms: Analysis of Geographic Diversity in Mobile Service Usage at National Scale. In Proceedings of The Web Conference 2019 (pp. 1724-1734). ACM. https://doi.org/10.1145/3308558.3313628