With the advancement of technology and the limitations of the conventional healthcare system, an improvised framework for healthcare system is needed. This paper presents another cloud based skeleton which relates key segments of any healthcare framework which are patient, doctor, symptom and disease. The paper fundamentally concentrates on how these parts are inter-related and how we can infer suitable data from them. As an implementation, it shows the basic healthcare analyser interface which takes data as input and mines the data by using some of the data mining techniques like clustering. It is convenient for government associations which point at investigating restorative issues and to enhance health conditions of India. © 2015 The Authors. Published by Elsevier B.V.