Talk given at meeting of New Zealand Statistical Association and International Association for Statistical Computing (11-14 December 2017), Auckland, New Zealand. It is always a good idea to plot your data before fitting any models, making any predictions, or drawing any conclusions. But how do you actually plot data on thousands of smart meters, each comprising thousands of observations over time? We cannot simply produce time plots of the demand recorded at each meter, due to the sheer volume of data …