HuDA_COVID Human Disposition Analysis During COVID-19 Using Machine Learning

Coronavirus has greatly impacted various aspects of human life, including psychology & disposition. In this paper, we attempted to analyze the impact COVID-19 pandemic on health. We propose Human Disposition Analysis during using machine learning (HuDA_COVID), where factors such as age, employment, addiction, stress level are studied for disposition analysis. A mass survey is conducted individuals age groups, regions professions, and methodology achieved varied accuracy ranges 87.5% 98%. The study shows people worried about lockdown, work relationships. Furthermore, 23% respondents have not had any effect. 45% 32% positive negative effects, respectively. It a novel in analysis weighted assignment indicating health status also proposed. HuDA_COVID clearly indicates need methodical approach towards psychological needs help social organizations formulating holistic interventions affected individuals.