Impact of the Students Mental Health Condition and Academic Situation During COVID- 19 Through Machine Learning Algorithm

Abstract

The covid19 pandemic has acutely impacted on both students’ mental health academic flux. The prevalence of anxiety, depression, stress symptoms among students are considered a major concern for their future health conditions. During the corona pandemic, all educational institutions of our country were shut downed by the authority. Then government of Bangladesh imposed numerous restrictions to control the situation. In this period and situations many students were undergoing depression. To respond the situation, we conduct a survey among the students of different age and levels. This survey is aimed to clarify the situation meticulously. In this manner several studies have been conducted but they focused the urban area of our country. As a result, it is essential to analysis and investigate rural area's student’s condition. To promote students’ health condition, we suggest several ideas. Therefore, in this research paper, we emphasized the need of facilitation for the poor Students to continue their studies. Proper analysis showed worrying about people’s knowledge. The lack of knowledge about pandemic aggravated the situation mast. About 75% students of our country are not willing to share their situation but those findings can mitigate the situation by taking proper steps. Our collecting findings confirm the effective efforts are necessary to cope with pandemic in this moment.