The processing of data in the University Physies Experiment is particularly crucial.The radius ofcurvature of Newton's rings is measured by interferometry of equal thickness of light as an example : Firstly.different experimental data processing methods were simulated using MATLAB, and the data processing anderror analysis of the three data processing methods of successional difference, least squares and weightedaverage are compared, and the uncertainty of each method is caleulated.lt is found that the least squares method exhibits the optimal fiting results with small errors.Secondly ,the visualization image of Newton's ringsis successfully generated by MA'TLAB, and the experimental results under different wavelengths of light andNewton ring radius are displayed.Comparing the advantages and disadvantages of data processing methods andexperimental visualization can help to intuitively understand and display experimental phenomena and providean effective auxiliary tool for the analysis of experimental results.