Within this follow up post, we dive more thoroughly into one particular problem our Virus Analysts are commonly faced with, namely finding a large quantity of either similar or identical samples. We lay out how we use our graph database to tackle this problem and support our analysts. And we share some of our experiences with respect to the technical realization. With them the problem can be tackled efficiently in a user friendly manner.