Machine Learning Project:
The Big 5 Personality Test





Used machine learning on 110M responses to an online Five Factor Model personality test (from Kaggle) to evaluate the test's validity:

  • Location:
    Can we predict someone’s country of origin, given their totals in each factor?

  • Across Factors:
    Can we predict someone’s fifth personality score given the other four?

  • Within Factor:
    Can we predict someone’s answer to a question, given their previous answers in the same category?




    • Presentation


    Methodologies

    Exploratory Data Analysis Logistic regression


    Software used