Abstract: Mental diseases that impact reasoning and behaviour affect a large number of people worldwide. It is challenging but essential to correctly identify these problems since doing so may improve the possibilities of offering patients support before their condition deteriorates. Monitoring a person's show their own online, including what they write and how,or maybe more significantly, what emotions they convey In their correspondences for virtual entertainment,is one technique to do this. In this research, examine computational two models which seek to exemplify the existence and variety of experiences mentioned by internet entertainment users.We employed two continuous public informational collections for anorexia nervosa and depression, two serious mental diseases.The findings imply that important information on users of social media who are depressed or anorexic individuals highlighted due to the existence of variation of feelings recorded by the suggested representation.Additionally, combining both representations can benefit the display. because it matches the best detailed the screen. method for sadness and is barely 1%less entertaining for anorexia. Additionally, these representations offer the chance to enhance the results' interpretability.

| DOI: 10.17148/IARJSET.2022.9687