As carriers of knowledge, scientific publications play an important role in academic exchanges and scientific research activities. They are made possible by the collaborative efforts of many scientists working in this field. Furthermore, scientific publications are frequently classified according to relevant research areas. To use bibliometric methods to investigate the knowledge structure of POM-based materials in photocatalysis, it is necessary to collect and collate relevant literature and extract key information for analysis (such as authors, countries, institutions, and keywords).