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://macorners.shop/product-category/santa-hat/