Abstract
This paper discusses the importance of properly organizing data for effective statistical analysis. The main problems that arise when recording research results due to the heterogeneity of information and the imperfections of standard approaches, as well as ways to address and prevent them, are presented. Simple principles for creating a research database, validating, and ensuring its integrity are proposed.
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