Data Science

Data Science, Machine Learning and AI

A Comprehensive Analysis of Loan Purposes Across Regions and Sectors

Kiva.org is an online crowdfunding platform to extend financial services to poor and financially excluded people around the world. Kiva lenders have provided over $1 billion dollars in loans to over 2 million people. To set investment priorities, help inform lenders, and understand their target communities, knowing the level of poverty of each borrower is critical. […]

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Housing in Nairobi

Nairobi, the bustling capital city of Kenya, is experiencing rapid population growth and urbanization. As a result, the demand for affordable and quality housing has skyrocketed in recent years. In this project, we will explore the housing prices in Nairobi. The increasing urban population in Nairobi has led to a surge in demand for housing,

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Customer Segmentation in the United States

The Survey of Consumer Finances (SCF) is normally a triennial cross-sectional survey of U.S. families. The survey data include information on families’ balance sheets, pensions, income, and demographic characteristics. Information is also included from related surveys of pension providers and the earlier such surveys conducted by the Federal Reserve Board. No other study for the

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