Data scientists are often faced with the task of understanding and modelling multivariate data sets. As any experienced data scientist will tell you, it is usually hard to wrap your head around data with more than 4 columns. While we can plot relationships between each variable individually, it is difficult to intuitively understand multivariate patterns. […]