The present research looks into the involvement and societal impact of women's sports activities by developing an analytical model based on multi-source data fusion. The She people, a nomadic farming tribe in southern China, have a rich cultural legacy, with sports playing an important part in community bonding and cultural expression. This study tries to explore the complex dynamics of sports engagement within the She community by combining multiple datasets from surveys, social media analysis, observational studies, and historical records. The analytical model constructed in this study examines the elements that influence sports participation among the She people, taking into account gender dynamics, resource availability, cultural norms, community support, and individual incentives. By combining data on community cohesion, gender dynamics, cultural preservation, and individual well-being, the model provides insights into the social impact of She sports activities. Further, this research examines the unequal impact of sports engagement on several demographic groups in the She community, providing a more nuanced understanding of how sports activities interface with larger social structures and inequities. The findings of this study contribute to the progress of knowledge in sports sociology and cultural anthropology, while also providing practical insights for developing inclusive and sustainable sports practices in the She community. As a result, increased sports participation and high-quality development were linked to stronger social bonds and community cohesion.