Problem Statement:
To develop a machine learning model that can accurately predict an individual's scores on each of the Big Five personality traits based on their responses to a standardized personality assessment questionnaire using PCA and K-Means. The goal of the model would be to predict an individual's personality scores with a high degree of accuracy based on their demographic information and their responses to the questionnaire.
Dataset:
https://www.kaggle.com/datasets/tunguz/big-five-personality-test