Prediction of Depression, Stress and Anxiety

Abstract

Over the generations mental health has become a major concern among people worldwide. In this paper a try has been made to predict the situation of people suffering from Depression, Stress, Anxiety and the level of suffering i.e., severe, mild or not suffering using different Machine Learning Algorithms on the dataset from an online questionnaire in which nearly 42K people among different parts of world participated. For the model to create firstly the data was cleaned and visualized properly and therefore the model was created and later checked by different evaluation methods.