Introduction Developing a short-video platform is a rewarding investment in the ever-growing domain of online communities. Brief videos has become the favored medium for leisure and interaction around the world. The TikTok platform, with its cutting-edge data processing and captivating tools, has become a cultural phenomenon, reshaping the approach