Based on the topic mining and sentiment analysis methods, the behavioral characteristics of online health community (OHC) participation of users with different emotional tendencies are analyzed, and it is proposed that OHC could provide online social support for patients with depression, so as to provide a theoretical basis for the platform to carry out depressive mood management and intervention, and provide ideas for the characteristic services of depression prevention and treatment.