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To further simplify the parameter settings, build a user-interactive operating environment and have a flexible result presentation of data quality and statistics in the user-defined model. This paper proposes the strategy and method of visualization packaging for Anubis software based on its core processing module, parameter-configuration and result file structure. An Auto_Anubis_toolbox was developed to help the user easily set the complex parameters on the graphical user interface, and visualize the results in multi-dimensional and multi-correlation models by the MATLAB App Designer. And then the toolbox was validated with the daily CORS observation data. It can be effectively employed for CORS operation and maintenance, especially having the advantage of comprehensive data evaluating and service performance monitoring, as well as providing a reference for users to carry out secondary development of Anubis.