This assignment is mainly based on a study of knowledge and innovation of a population of 10,000 people. It is not feasible to conduct a study of 10,000 people by considering each of their responses. Thus a sample of 370 people has been considered for the study. A survey questionnaire was prepared and distributed to 370 people selected randomly out of which 152 responses were returned. The analysis in this case will be performed based on these 152 responses.