The charts here show r sq values for different 'kichen sink' multivariate regression models. The idea was to see how much of the variation in gas & electricity consumption could be attributed to the 'physical' variables in the datasets and thus that the residual would represent the 'effect' of people's behaviour on energy consumption - see stats code for explanations!