Based on data from patients' evaluations of doctors on online medical websites, the user portraits are built based on the jieba segmentation technology from three dimensions, namely, the basic information of the doctor, the hospital where the doctor is located, and the evaluation information of the patient. The visualization of user portraits is realized with the PowerBI, the patients' focus on doctors is analyzed, and lay a foundation for the intelligent recommendation of doctors.