The present invention relates to a method, device and storage medium for extracting high-income taxi drivers and their experience trajectories. Based on the taxi trajectories data, the present invention divides the trajectories data according to time periods and passenger loading status, and calculates the mileage, time, Income, etc. are used to make a preliminary judgment on the income of taxi drivers. Further, according to the distribution of the congested area, the trajectory spline method is used to make a secondary judgment on the driver type, and the trajectory interpolation method based on the intersection coordinates is used to quickly restore the high-income drivers who have been screened. For the corresponding trajectory, the extracted driving trajectory is used as a sample set, and through spatial grid analysis, it is mapped to the trajectory distribution histogram to form an image expression method of trajectory distribution.