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Do I have to use the data of the last two years to write my master's thesis?
Not necessarily.

Writing papers generally uses the latest data. If you have five years' data, you can certainly write a very good paper. In the process of doing experiments, the data of most papers are actually not substantial and can only be obtained through short-term experiments. If you have five years of real data, it is even more powerful for writing papers, which can not only improve the quality of papers, but also dig out many papers from multiple angles.