In this project, we used a novel approach to detect opinion Spam by modelling the data as a Dynamic Graph. Previous approaches to the problem of opinion Spam Detection have made use of a Static Graph. Our novel approach lets us get interesting Role Transition Patterns. We are also able to predict the possibility of future Spam using Personalized PageRank.