We analyzed a dataset of coffee brewing activity of a consumer research panel. The purpose of the study was to predict long-term brewing frequency (avg. # of pods brewed per day over the entire 6-month period) with high levels of confidence (90%+) by analyzing these individual brew histories of 1,000 Keurig users over a 6 month period.