The learning behaviours of users in the online open course affects the final course academic performance. By analysing parts of the data indicators in the course, this paper analyses the user learning behaviours, and finally gives the strategy and rationalization suggestions. It is important in the construction of online open courses, as well as in the subsequent course optimization.