How do you Visualise multi dimensional data?
Considering three attributes or dimensions in the data, we can visualize them by considering a pair-wise scatter plot and introducing the notion of color or hue to separate out values in a categorical dimension. The above plot enables you to check out correlations and patterns and also compare around wine groups.