PUMP_IT_UP_COMPETITION .RMD developed by Paula Zárate, Guillermo Gómez, Carlos Redondo and myself for the DataDriven Competition As of today (2021-03-21), we are ranked 794 out of 11019 (top 7.20 %) with a best score of 0.8210.