Growing insurance market allure many companies to enter into insurance sector which increase competition in this sector. To survive and grow in this competitive market insurance company need to predict their customer churn. Customer churn model enable company to predict its customer‘s choice of retention or attrition which help company to get idea of its revenue.

                       Brand reputation and goodwill can be improved by listening voice of customers. With sentiment analysis keeping track of customer comments allows you to engage with customers in real time. It enable to quickly respond to negative or positive comments, and get regular, dependable insights about your customers, which you can use to monitor your progress from one quarter to the next.

Electricity demand growing day by day creates many problems for powerplant managers like matching supply with demand, maintain power grid stable, avoid power cut etc. Forcasting electicity consumption makes powerplant manager’s task easy which help them to build efficient power management system.