Socioeconomic correlations in communication networks

Abstract : Keywords:​ Social stratification; Socioeconomic correlations; Mobile communication; The recent availability of large digital datasets gives us the opportunity to quantitatively study the structure and the dynamics of social networks of millions of individuals. However, although these studies consider the temporal, structural, and spatial characters of human interactions they commonly miss one important dimension regarding the economic status of individuals. Economic capacities of people may largely determine their communications and social behaviour thus the emerging structure of the global social­communication network. Studies combining the social network with economic data could help us to better understand spatial, and social segregation, or economic imbalances evolving in the society. Here we consider information about the mobile communications, location, and economic capacities of people. We use a communication dataset recorded by a single mobile phone provider in Mexico, which collects geo­localised mobile phone interactions of 92M people over 2 years [1]. This anonymised dataset is combined with the credit informations of clients of a bank in the same country. The credit data collect the time and amount of bank card purchases and the monthly evolution of incomes, spendings, and debts of 1M clients of the cell phone operator. Using these informations we estimate the economic status of people via their average monthly purchases, income, and debts. Beyond a demographic analysis and correlations between individual economic status indicators we provide empirical evidences about present economic imbalances suggesting not only the distribution of wealth but also the distribution
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Communication dans un congrès
2nd European Conference on Social Networks (EUSN), Jun 2016, Paris, France
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Soumis le : lundi 18 avril 2016 - 15:59:32
Dernière modification le : jeudi 12 juillet 2018 - 01:12:33
Document(s) archivé(s) le : mardi 15 novembre 2016 - 06:10:57

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Yannick Leo​ 1​, José Ignacio Alvarez-Hamelin, Carlos Sarraute​, Eric Fleury, Márton Karsai. Socioeconomic correlations in communication networks. 2nd European Conference on Social Networks (EUSN), Jun 2016, Paris, France. 〈hal-01303751〉

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