You work for an AI image company and one of the departments focuses on research into the accurate and timely diagnosis of heart disease, fertility and breast cancer among residents living in Compassvale City. Their research also looks into the risk factors prevalent in this community as whole. Through a state$-$funded programme, they collect a huge among of anonymous and de$-$identified data on its residents. However, they face the challenge of making sense of this data. As an upcoming expert in Machine Learning, your assignment is to help the department to make sense of the data and deliver the following solutions.