Multiple Linear Regression Prediction, Clustering, PCA over World Happiness Index

Using PCA to indentify correlated variables closer to the World Happiness Index and K-Means Clustering model to identify groups of countries by Happiness Index, then after the reduction of variables, I applied Multiple Linear Regression for prediction, the regression coeficient was good enough to predict Country Happiness by a close marging woth only two variables.