This study focuses on the development of a new framework for evaluating bikeability in urban environments with the aim of enhancing sustainable urban transportation planning. To close the research gap that previous studies have disregarded the dynamic environmental factors and trajectory data. we propose a framework that comprises four sub-indices: safety. comfort. https://cosmeticsolutioners.shop/product-category/treatment-serums/