Author : Poonam L. Patil and S. R. Jadhao

various statistics are split widely through social media Such as Facebook, Twitter. Data about the person and what they communicate through the status updates are important for research in human personality. This paper intends to scrutinize the forecasting of personality traits of Facebook users bases on machine learning and part of the Big five model this experiment uses my personality data set of Facebook users are used for linguistic factors respective to personality correlation. We use the Data Prepossessing concept of data mining after that feature Extraction.Next we will work on feature selection. The Personality Prediction system built in the XGboosting classification model.

Keywords: Social network, Big five Model, Feature Analysis, Personality Prediction.