Introduction The Tour de France is the pinnacle of professional cycling, attracting riders and fans from all over the globe. This annual multi-stage race, established in 1903, covers more than 3,500 kilometers across the diverse terrains of France, showcasing not just the athletic prowess of cyclists but also the stunning landscapes of the country. With