The application of big data analysis technology in the energy field is mainly reflected in various links such as energy production, transmission, storage, and consumption. It can fully tap into the massive data in the comprehensive energy service platform and effectively improve the efficiency of energy utilization. The article summarizes the research status of data analysis in comprehensive energy service platforms, points out the main problems in data analysis in comprehensive energy service platforms, and proposes corresponding solutions. On this basis, a prospect of data application research in the comprehensive energy service platform was proposed, and further directions for data application in the future were proposed, including the expansion of data types and application scenarios, the integration of big data analysis technology in the comprehensive energy service platform, and user energy behavior analysis based on big data analysis. This article elaborates on the application of big data technology in comprehensive energy service platforms, and looks forward to the research prospects of big data analysis in comprehensive energy service platforms.