Modeling analysis visualization method, system and equipment for linear regression model

The invention discloses a modeling analysis visualization method, system and device for a linear regression model and a storage medium, and the method comprises the steps: obtaining a data file, and displaying a first view on a main interface; according to the data file, the independent variable parameter, the dependent variable parameter and the transformation matrix, generating a plurality of scatter diagrams, a plurality of residual diagrams, a plurality of Q-Q diagrams and a plurality of performance analysis diagram sets corresponding to the plurality of linear regression models, and displaying the plurality of scatter diagrams and the plurality of performance analysis diagram sets on the main interface in the form of a second view; displaying the single scatter diagram, the single residual diagram associated with the single scatter diagram and the single Q-Q diagram on the main interface in the form of a third view; and defining a single scatter diagram, a single residual diagram and a single Q-Q diagram