In recent years, the technological innovation ability of high-tech enterprises has been continuously improved, and more attention and preferential policies have been obtained. However, the research on the output of intellectual property and scientific research projects is still not much. In this paper, the relevant situation of high-tech enterprises in Fujian Province is collected and mined, and through exploratory data analysis (EDA) to understand some characteristics of intellectual property output and scientific research projects of high-tech enterprises in Fujian Province, in order to provide reference for relevant science and technology management departments and scientific and technological information research institutions.