[Purpose/significance] Data analysis is very important in information work. As a kind of information technology which integrates many advantages, objects profile provides a new method for the development of data analysis application scene.The research on the application of objects profile in data analysis will inject new vitality into the development of information work and social wisdom, which is of far-reaching significance. [Method/process] The connotation, core technology, basic characteristics and application value of objects profile are systematically introduced. The paper analyzes the specific application of objects profile in six major data analysis scenes, they are intelligent classroom, precision medicine, "thousands of people and thousands of faces", intelligent transportation, digital police and digital painting city. And the development prospect of the combination of 5G, blockchain, virtual reality and somatosensory interaction technology with objects profile is prospected. [Result/conclusion] The development of a new generation of information technology such as 5G, blockchain and its integration with objects profile have brought a wide range of application scenes and broad application prospects for the application of objects profile in data analysis. It will also build a more solid foundation of seeing objects through big data, and in the future, with the further evolution of information technology, objects profile is expected to usher in a vigorous development.