A data transmission method, apparatus, and a first device are provided in order to improve accuracy of analyzing sports and health data of a user. The method includes first storing, by a first device according to a particular data storage structure, sports and health data that is within a specified time period and that is detected by the first device, and then transmitting at least some of the sports and health data within the specified time period to a second device according to the data storage structure.