With the wide application of intelligent manufacturing in ship enterprises, the thin production line of a large shipyard in China, as one of the most advanced ship section manufacturing workshops in the country, also has an increasing amount of production data over time, which brings more and more severe challenges to the data management of thin production line. Based on the technology of edge side calculation, process data visualization and interactive report, this paper presents an application scheme of industrial data management and visualization in thin production line. The application of this scheme can effectively improve the data quality and production efficiency, which provides a strong support for the development of intelligent manufacturing.