Big data and cloud computing analysis

n this scenario, you are a data scientist working with a marketing consultancy. Your client is an insurance companythat is developing a highly segmented home insurance product. Since it is hypothesized that customers who live in anarea where burglary is prevalent would be more interested in a new insurance policy, the company would like to findout whether “Burglary” is more frequent in particular areas of England. If that is the case the company needs todetermine whether these are areas of affluence, where a premium policy with high benefits could be sold, or one ofrelative deprivation where a low-cost economic policy with proportionately lower pay-outs would be more appropriate.Furthermore, the company would like to target areas where burglary is known to be increasing. The questions to beanswered are whether:1. There are more burglaries in more affluent areas2. Burglaries are increasing, decreasing, or are stable