Advances in information technology have revolutionized the way we interact and changed our consumption habits.This development has meant a change in the economy and in the hotel sector, generating new market models.The Collaborative Economy involves new systems of production, consumption and services that have arisen thanks to technology, reducing costs, maximizing the usefulness of resources and making them profitable.The Sharing Economy is an economic model based on exchange to redistribute underused assets (Erving, 2014).Advances in instrumentation and computing have facilitated the development of these new markets.In addition, in parallel, it allows obtaining large volumes of data that are essential in the decision-making process.The increasing availability of aggregated information, together with the power of computer programs, make geospatial analysis of a Big Data nature a booming added value in research.Currently, about 2.5 quintillion bytes of data are collected daily around the world and