Can a Machine Learning Algorithm Predict Your Income Just From Your Demographics?

K-Nearest Neighbors is a simple yet powerful machine learning algorithm. It makes predictions based on the behavior of "nearby" data points. It can be used to predict income based on attributes such as age, education, occupation and hours worked per week.