In thesis writing, the reliability and validity of data are very important, and methods such as verifying data source, testing data reliability and evaluating data validity are needed. Mark data network is a special platform for empirical data sharing in econometrics, which provides a large number of paper data for scholars to use, including various papers, provincial, city and county panel data, instrumental variables and so on. These data are important sources of information for the thesis.