Announcing a new Webscope dataset.  We share a prospective conversion prediction datasets of time-ordered user activity trails collected across many different sources on the Web. This dataset is specifically designed for prospective advertising, a specific form of targeting where advertisers wish to target only potential and new users. The dataset contains millions of sequences of activities performed by users with timestamp annotations preceding events of interest.