I analyzed a variety of data provided by the RealXState team in the early stages of the project in order to gain insights and inform user-cantered decisions. This data was collected through surveys, interviews, and test runs in Lagos, Osun and Rivers state in Nigeria, including individuals, businesses, drivers, landlords, and tenants as housing was a basic human entity.