Problem
Exploring the relationships between all pairs of columns (example 10 selected pairs of columns if the data set contains more than 10 attributes) by using appropriate descriptive statistics and/or graphical visualisations. You must elaborate the way(s) you've used for exploration and present key observations, analyses and conclusions regarding the relationships between the explored pairs.