Empathy: Empathy in the health sector plays a crucial role in improving patient outcomes and overall healthcare quality. Empathetic approach not only enhances patient satisfaction and adherence to treatment plans but also reduces anxiety and stress, leading to better physical and mental health outcomes. Incorporating empathy into healthcare practices can result in more accurate diagnoses and effective treatments, as patients are more likely to communicate openly about their symptoms and concerns. This helps in framing accurate datasets which further helps us in analysing the disease and its impact on the society. By performing EDA on such datasets we can build reliable hypothesis and models which can help in assisting healthcare professionals in treating patients with accuracy.