Technical developments in the area of data warehousing have allowed companies to push their analysis a step further and, therefore, allowed data scientists to deliver more value to business areas. In that session, we will focus on the case of performance marketing at King and demonstrate how we use Hadoop capabilities to exploit user-level data efficiently. That approach results in obtaining a more holistic view in a return-on-investment analysis of TV advertisement.