Detection of Emotions Using a Boosted Machine Learning Approach

Adolescents' use of social media is unavoidable. Students with greater conscience exhibit more caution when using social media, according to one study. Students said they spend 28 hours per week on social media platform on average. Eyestrain, neck and arm pain, lethargy, poor posture, and a lack in physical activity have all been spurred through the use of social media. It is also being connected to various mental health complications such as suicide, anxiety, loneliness and lack of empathy. Parents, society, and intellectuals are concerned about the explosion in youth social networking use in the modern era because every idea has two opposing ends. This study's objective is to investigate at into the ramification of social media on cognitive health. The next step in uncovering the relationships between these issues in the adolescent generation is to examine and understanding how technology affects the mental wellbeing of the adolescent generation today. Extensive tests on real-world datasets show that our suggested approach on Twitter sentiment analysis shows an accuracy ranging between 88 and 92 percent.