Python, Data Science, Data Analysis, Machine Learning, Data Driven.
property_price_to_income_ratio (lower are better) are Saudi Arabia (2.9), Oman (3.2), UAE (3.3), South Africa (3.3), and the United States (4.2). Then, the bottom 5 countries with the highest property_price_to_income_ratio are Hong Kong (42.1), Sri Lanka (35.3), China (33.0), Philippines (31.0),