Integrating collaborative data in data-driven Business Intelligence (BI) system brings an opportunity to foster the decision-making process towards improving tourism competitiveness. This article presents BITOUR. a BI platform that integrates four collaborative data sources (Twitter. Openstreetmap. https://allfixelectricales.shop/product-category/brass-flare-union/