Utilizing machine learning algorithms to predict various features of Facebook users such as gender, age and personality traits on the Big Five Personality Model. Age and gender prediction is treated as a classification task while personality prediction is treated as a regression task. Many machine learning algorithms like naive bayes, perceptron, linear regression and random forest were used to construct an ensemble framework which gave 70% accuracy.