Results were obtained from a strictly non-parametric regression according to the GAM method introduced, but just the time and revenue variable used as predictors (thus excluding all fixed effects), whereas both were chosen to be smoothed over. Range of data has been chosen based on the number of data points 7.5. E.g. too few data points fall after 1500 ZAR earned. Source: Own representation, Data: GoMetro (2017).