This work creates an innovative visual monitoring and analysis platform for campus bullying data, which is committed to increasing the attention of the whole society to the problem of campus bullying, and providing scientific and efficient prevention and response strategies for relevant institutions. By gathering real bullying cases and in-depth data analysis, the platform helps educational institutions and government departments to gain insight into bullying phenomena and trends in various regions and ages, so as to formulate more accurate intervention and education policies. The platform is based on real-time monitoring, combined with cutting-edge AI visual recognition technology and improved sentiment analysis algorithm, to achieve real-time capture and early warning of bullying behavior. Its five core modules-homepage overview, case study, campus guard, sunshine classroom, and spiritual post station, jointly build a comprehensive service system integrating early warning, intervention and assistance.