Abstract: In order to analyze the userse-leaning behaviors in university campus, a fast and extensible development framework is designed and implemented that combined with JFinal lightweight framework and ECharts visualization technology. Based on the university e-leaning platform, a typical analysis theme was chosen as the development background, the key technologies such as algorithms model, front-end data visualization, database model and back-end data processing were studied and implemented in detail. The result of the implementation shows that the framework developed in this paper can support various visualization requirements of the data analysis in the e-learning platform. Meanwhile, the future constructions were put forward for the e-learning behavior analysis in big data environment.