Many organizations are using data warehousing and data mining to tap value from data. A real-estate firm Jacob Housing Company leases vacant apartments from owners for long term such as 3 to 5 years and rents them to families for one year or longer. Over last five years, company has seen exponential growth and adopted information technology to manage its operations. In year 2018, firm has leased 7300 apartments and in year 2019 it has 9700 apartments. Firm uses information systems to record, track and manage its operations. On an average it is renting more than 1200 agreements with the customers every month. The general manager of operations started feeling need of analysing the data to understand the profitability by city, area within city, type of apartment etc. This data analysis will help him to design business strategies to deploy scarce resources for optimum use. As a business analyst your role is to recommend him the online analytical processing system. Develop a dashboard which includes all the KPIs that can be used by the general manager to track the performance of this firm.

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