This gives insight and predicts the category of users that have the tendency to repay loan.
Visualization was used to give insight and different machine learning algorithms was used for the prediction including Decision Tree, Vector Machine and Logistic regression but after thorough analysis Logistic regression had the highest accuracy, and this is what the model was eventually built on.