title: An Exercise in Exploring Big Data for Producing Reliable Statistical Information.
abstract: The availability of copious data about many human, social, and economic phenomena is considered an opportunity for the production of official statistics. National statistical organizations and other institutions are more and more involved in new projects for developing what is sometimes seen as a possible change of paradigm in the way statistical figures are produced. Nevertheless, there are hardly any systems in production using Big Data sources. Arguments of confidentiality, data ownership, representativeness, and others make it a difficult task to get results in the short term. Using Call Detail Records from Ivory Coast as an illustration, this article shows some of the issues that must be dealt with when producing statistical indicators from Big Data sources. A proposal of a graphical method to evaluate one specific aspect of the quality of the computed figures is also presented, demonstrating that the visual insight provided improves the results obtained using other traditional procedures.
authors.affiliation: Artificial Intelligence Department, School of Computer Engineering, Universidad Politécnica de Madrid , Madrid, Spain .
authors.forename: Pilar
authors.initials: P
authors.lastname: Rey-Del-Castillo
authors.affiliation: Artificial Intelligence Department, School of Computer Engineering, Universidad Politécnica de Madrid , Madrid, Spain .
authors.forename: Jesús
authors.initials: J
authors.lastname: Cardeñosa
mesh_terms: D007560:Cote d'Ivoire; D003627:Data Interpretation, Statistical; D000068997:Smartphone
keywords: Call Detail Records; big data sources; official statistics; statistical indicators