The research is based on social network theory, taking the hot topic of "anti-corruption and promoting integrity" on Sina Weibo as an example, using programmatic access to Sina Weibo open platform to obtain data, and using social network tools such as Gephi for visualization. Higher vocational education must firmly establish vocational skills The concept of equal emphasis on training and professional spirit development, analyzes and discusses the professional quality training of students majoring in exhibitions in colleges and universities from the two aspects of "professional quality training principles" and "professional quality training characteristics". By optimizing the curriculum system, deepening the integration of production and education, strengthening the school Measures such as cooperation between enterprises and enterprises, cultivating double-qualified teaching teams, and giving full play to the role of campus cultural integration and educating people.