Abstract: Stress and depression are two of the most well-known and debilitating mental illnesses that have a significant impact on society. Using social networking to improve depression and stress detection systems, automatic health monitoring systems could be crucial. Sentiment Analysis refers to the use of natural language processing and content mining techniques to identify feelings and opinions. Full with emotion Computing is the study and development of systems and devices that can recognise, decode, analyse, and simulate human behaviour. Sentiment analysis and deep learning techniques could provide strong algorithms and frameworks for assessing and monitoring ment.Keywords: Stress and depression, Ehealth, Sentiment analysis, Social media, Deep learning