# Save water! Save life! Multivariate data analysis report

In a bid to explore and detect variables of interest that were most strongly correlated with each other, I proceeded with the regression analysis (see here for the previous article). But there were challenges; One of the fundamental problem was that the variables were categorical and for regression analysis it is important that the variables…